Task 7650808
| Name | ParityModified-1631731859-23354-2_0 |
| Workunit | 5302035 |
| Created | 27 Sep 2021, 15:48:50 UTC |
| Sent | 5 Oct 2021, 23:04:13 UTC |
| Report deadline | 12 Oct 2021, 23:04:13 UTC |
| Received | 6 Oct 2021, 13:19:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 21 sec |
| CPU time | 50 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 06:38 main:581] : INFO : Epoch 1538 | loss: 0.0311971 | val_loss: 0.031207 | Time: 1475.88 ms [2021-10-06 08:06:40 main:581] : INFO : Epoch 1539 | loss: 0.0311947 | val_loss: 0.0312049 | Time: 1473.5 ms [2021-10-06 08:06:41 main:581] : INFO : Epoch 1540 | loss: 0.0311945 | val_loss: 0.0312053 | Time: 1490.4 ms [2021-10-06 08:06:43 main:581] : INFO : Epoch 1541 | loss: 0.0311954 | val_loss: 0.0312047 | Time: 1475.96 ms [2021-10-06 08:06:44 main:581] : INFO : Epoch 1542 | loss: 0.0311951 | val_loss: 0.0312053 | Time: 1459.88 ms [2021-10-06 08:06:46 main:581] : INFO : Epoch 1543 | loss: 0.0311944 | val_loss: 0.0312101 | Time: 1464.32 ms [2021-10-06 08:06:47 main:581] : INFO : Epoch 1544 | loss: 0.0311963 | val_loss: 0.0312124 | Time: 1461.28 ms [2021-10-06 08:06:49 main:581] : INFO : Epoch 1545 | loss: 0.0311976 | val_loss: 0.0312134 | Time: 1472.05 ms [2021-10-06 08:06:50 main:581] : INFO : Epoch 1546 | loss: 0.0311962 | val_loss: 0.0312043 | Time: 1479.73 ms [2021-10-06 08:06:52 main:581] : INFO : Epoch 1547 | loss: 0.0311946 | val_loss: 0.0312048 | Time: 1434.57 ms [2021-10-06 08:06:53 main:581] : INFO : Epoch 1548 | loss: 0.031198 | val_loss: 0.0312064 | Time: 1477.45 ms [2021-10-06 08:06:55 main:581] : INFO : Epoch 1549 | loss: 0.0312005 | val_loss: 0.0312104 | Time: 1467.82 ms [2021-10-06 08:06:56 main:581] : INFO : Epoch 1550 | loss: 0.0311966 | val_loss: 0.0312081 | Time: 1456.49 ms [2021-10-06 08:06:57 main:581] : INFO : Epoch 1551 | loss: 0.0311981 | val_loss: 0.0312097 | Time: 1470.79 ms [2021-10-06 08:06:59 main:581] : INFO : Epoch 1552 | loss: 0.0311954 | val_loss: 0.031204 | Time: 1489.55 ms [2021-10-06 08:07:00 main:581] : INFO : Epoch 1553 | loss: 0.0311942 | val_loss: 0.0312049 | Time: 1462.23 ms [2021-10-06 08:07:02 main:581] : INFO : Epoch 1554 | loss: 0.0311949 | val_loss: 0.0312055 | Time: 1466.48 ms [2021-10-06 08:07:03 main:581] : INFO : Epoch 1555 | loss: 0.0311964 | val_loss: 0.0312063 | Time: 1444.84 ms [2021-10-06 08:07:05 main:581] : INFO : Epoch 1556 | loss: 0.0311951 | val_loss: 0.0312044 | Time: 1461.92 ms [2021-10-06 08:07:06 main:581] : INFO : Epoch 1557 | loss: 0.0311949 | val_loss: 0.0312074 | Time: 1443.27 ms [2021-10-06 08:07:08 main:581] : INFO : Epoch 1558 | loss: 0.0311963 | val_loss: 0.0312076 | Time: 1445.16 ms [2021-10-06 08:07:09 main:581] : INFO : Epoch 1559 | loss: 0.0311969 | val_loss: 0.0312085 | Time: 1474.26 ms [2021-10-06 08:07:11 main:581] : INFO : Epoch 1560 | loss: 0.0311957 | val_loss: 0.0312052 | Time: 1494.36 ms [2021-10-06 08:07:12 main:581] : INFO : Epoch 1561 | loss: 0.0311952 | val_loss: 0.0312065 | Time: 1495.1 ms [2021-10-06 08:07:14 main:581] : INFO : Epoch 1562 | loss: 0.031198 | val_loss: 0.0312144 | Time: 1462.1 ms [2021-10-06 08:07:15 main:581] : INFO : Epoch 1563 | loss: 0.0311969 | val_loss: 0.0312085 | Time: 1478.85 ms [2021-10-06 08:07:17 main:581] : INFO : Epoch 1564 | loss: 0.0311946 | val_loss: 0.0312092 | Time: 1475.2 ms [2021-10-06 08:07:18 main:581] : INFO : Epoch 1565 | loss: 0.0311958 | val_loss: 0.031214 | Time: 1494.12 ms [2021-10-06 08:07:20 main:581] : INFO : Epoch 1566 | loss: 0.0311975 | val_loss: 0.0312137 | Time: 1489.65 ms [2021-10-06 08:07:21 main:581] : INFO : Epoch 1567 | loss: 0.0311971 | val_loss: 0.0312088 | Time: 1466.02 ms [2021-10-06 08:07:23 main:581] : INFO : Epoch 1568 | loss: 0.031195 | val_loss: 0.0312048 | Time: 1470 ms [2021-10-06 08:07:24 main:581] : INFO : Epoch 1569 | loss: 0.0311944 | val_loss: 0.0312125 | Time: 1480.34 ms [2021-10-06 08:07:25 main:581] : INFO : Epoch 1570 | loss: 0.0311969 | val_loss: 0.031207 | Time: 1473.34 ms [2021-10-06 08:07:27 main:581] : INFO : Epoch 1571 | loss: 0.0311952 | val_loss: 0.03121 | Time: 1473.14 ms [2021-10-06 08:07:28 main:581] : INFO : Epoch 1572 | loss: 0.031196 | val_loss: 0.031206 | Time: 1446.42 ms [2021-10-06 08:07:30 main:581] : INFO : Epoch 1573 | loss: 0.0311939 | val_loss: 0.0312069 | Time: 1444.76 ms [2021-10-06 08:07:31 main:581] : INFO : Epoch 1574 | loss: 0.0311946 | val_loss: 0.0312065 | Time: 1459.64 ms [2021-10-06 08:07:33 main:581] : INFO : Epoch 1575 | loss: 0.0311947 | val_loss: 0.0312061 | Time: 1476.48 ms [2021-10-06 08:07:34 main:581] : INFO : Epoch 1576 | loss: 0.0311957 | val_loss: 0.031206 | Time: 1434.83 ms [2021-10-06 08:07:36 main:581] : INFO : Epoch 1577 | loss: 0.0311956 | val_loss: 0.0312065 | Time: 1468.79 ms [2021-10-06 08:07:37 main:581] : INFO : Epoch 1578 | loss: 0.0311957 | val_loss: 0.0312085 | Time: 1473.3 ms [2021-10-06 08:07:39 main:581] : INFO : Epoch 1579 | loss: 0.0312012 | val_loss: 0.0312105 | Time: 1464.77 ms [2021-10-06 08:07:40 main:581] : INFO : Epoch 1580 | loss: 0.0312063 | val_loss: 0.0312094 | Time: 1459.15 ms [2021-10-06 08:07:42 main:581] : INFO : Epoch 1581 | loss: 0.0312046 | val_loss: 0.031212 | Time: 1440.85 ms [2021-10-06 08:07:43 main:581] : INFO : Epoch 1582 | loss: 0.0312037 | val_loss: 0.0312067 | Time: 1421.13 ms [2021-10-06 08:07:44 main:581] : INFO : Epoch 1583 | loss: 0.0312031 | val_loss: 0.0312064 | Time: 1474.62 ms [2021-10-06 08:07:46 main:581] : INFO : Epoch 1584 | loss: 0.0312013 | val_loss: 0.0312051 | Time: 1481.25 ms [2021-10-06 08:07:47 main:581] : INFO : Epoch 1585 | loss: 0.0312008 | val_loss: 0.031205 | Time: 1435.77 ms [2021-10-06 08:07:49 main:581] : INFO : Epoch 1586 | loss: 0.0311997 | val_loss: 0.0312049 | Time: 1465.87 ms [2021-10-06 08:07:50 main:581] : INFO : Epoch 1587 | loss: 0.0311997 | val_loss: 0.0312059 | Time: 1474.2 ms [2021-10-06 08:07:52 main:581] : INFO : Epoch 1588 | loss: 0.0312004 | val_loss: 0.0312055 | Time: 1474.69 ms [2021-10-06 08:07:53 main:581] : INFO : Epoch 1589 | loss: 0.0312001 | val_loss: 0.0312044 | Time: 1481.84 ms [2021-10-06 08:07:55 main:581] : INFO : Epoch 1590 | loss: 0.0311991 | val_loss: 0.0312075 | Time: 1435.08 ms [2021-10-06 08:07:56 main:581] : INFO : Epoch 1591 | loss: 0.0312028 | val_loss: 0.0312111 | Time: 1464.92 ms [2021-10-06 08:07:58 main:581] : INFO : Epoch 1592 | loss: 0.0312031 | val_loss: 0.0312047 | Time: 1478.22 ms [2021-10-06 08:07:59 main:581] : INFO : Epoch 1593 | loss: 0.0312 | val_loss: 0.0312074 | Time: 1479.13 ms [2021-10-06 08:08:01 main:581] : INFO : Epoch 1594 | loss: 0.0311991 | val_loss: 0.0312063 | Time: 1447.71 ms [2021-10-06 08:08:02 main:581] : INFO : Epoch 1595 | loss: 0.0312019 | val_loss: 0.0312064 | Time: 1469.03 ms [2021-10-06 08:08:03 main:581] : INFO : Epoch 1596 | loss: 0.0311988 | val_loss: 0.0312047 | Time: 1474.97 ms [2021-10-06 08:08:05 main:581] : INFO : Epoch 1597 | loss: 0.0311979 | val_loss: 0.0312053 | Time: 1453.4 ms [2021-10-06 08:08:06 main:581] : INFO : Epoch 1598 | loss: 0.031198 | val_loss: 0.0312052 | Time: 1454.99 ms [2021-10-06 08:08:08 main:581] : INFO : Epoch 1599 | loss: 0.0311987 | val_loss: 0.0312129 | Time: 1479.58 ms [2021-10-06 08:08:09 main:581] : INFO : Epoch 1600 | loss: 0.031199 | val_loss: 0.0312044 | Time: 1442.69 ms [2021-10-06 08:08:11 main:581] : INFO : Epoch 1601 | loss: 0.031197 | val_loss: 0.0312048 | Time: 1460.03 ms [2021-10-06 08:08:12 main:581] : INFO : Epoch 1602 | loss: 0.0311979 | val_loss: 0.031209 | Time: 1471.18 ms [2021-10-06 08:08:14 main:581] : INFO : Epoch 1603 | loss: 0.0311992 | val_loss: 0.0312071 | Time: 1487.43 ms [2021-10-06 08:08:15 main:581] : INFO : Epoch 1604 | loss: 0.0311985 | val_loss: 0.0312046 | Time: 1445.37 ms [2021-10-06 08:08:17 main:581] : INFO : Epoch 1605 | loss: 0.0311979 | val_loss: 0.0312086 | Time: 1442.96 ms [2021-10-06 08:08:18 main:581] : INFO : Epoch 1606 | loss: 0.031199 | val_loss: 0.0312052 | Time: 1441.7 ms [2021-10-06 08:08:20 main:581] : INFO : Epoch 1607 | loss: 0.031197 | val_loss: 0.0312048 | Time: 1483.29 ms [2021-10-06 08:08:21 main:581] : INFO : Epoch 1608 | loss: 0.031197 | val_loss: 0.031206 | Time: 1458.78 ms [2021-10-06 08:08:22 main:581] : INFO : Epoch 1609 | loss: 0.0311988 | val_loss: 0.0312099 | Time: 1462.11 ms [2021-10-06 08:08:24 main:581] : INFO : Epoch 1610 | loss: 0.0312008 | val_loss: 0.0312164 | Time: 1447.39 ms [2021-10-06 08:08:25 main:581] : INFO : Epoch 1611 | loss: 0.0312018 | val_loss: 0.0312148 | Time: 1430.35 ms [2021-10-06 08:08:27 main:581] : INFO : Epoch 1612 | loss: 0.0311991 | val_loss: 0.0312078 | Time: 1453.29 ms [2021-10-06 08:08:28 main:581] : INFO : Epoch 1613 | loss: 0.0311977 | val_loss: 0.031205 | Time: 1436.98 ms [2021-10-06 08:08:30 main:581] : INFO : Epoch 1614 | loss: 0.0311988 | val_loss: 0.0312051 | Time: 1447.73 ms [2021-10-06 08:08:31 main:581] : INFO : Epoch 1615 | loss: 0.0311967 | val_loss: 0.0312071 | Time: 1444.63 ms [2021-10-06 08:08:33 main:581] : INFO : Epoch 1616 | loss: 0.0311965 | val_loss: 0.0312068 | Time: 1463.06 ms [2021-10-06 08:08:34 main:581] : INFO : Epoch 1617 | loss: 0.0311969 | val_loss: 0.0312049 | Time: 1436.32 ms [2021-10-06 08:08:35 main:581] : INFO : Epoch 1618 | loss: 0.0311965 | val_loss: 0.0312056 | Time: 1434.64 ms [2021-10-06 08:08:37 main:581] : INFO : Epoch 1619 | loss: 0.0311961 | val_loss: 0.0312065 | Time: 1433.17 ms [2021-10-06 08:08:38 main:581] : INFO : Epoch 1620 | loss: 0.0311977 | val_loss: 0.0312061 | Time: 1476.75 ms [2021-10-06 08:08:40 main:581] : INFO : Epoch 1621 | loss: 0.0311995 | val_loss: 0.0312077 | Time: 1478.29 ms [2021-10-06 08:08:41 main:581] : INFO : Epoch 1622 | loss: 0.0311996 | val_loss: 0.0312088 | Time: 1469.41 ms [2021-10-06 08:08:43 main:581] : INFO : Epoch 1623 | loss: 0.031198 | val_loss: 0.0312062 | Time: 1486.39 ms [2021-10-06 08:08:44 main:581] : INFO : Epoch 1624 | loss: 0.0311986 | val_loss: 0.0312066 | Time: 1465.99 ms [2021-10-06 08:08:46 main:581] : INFO : Epoch 1625 | loss: 0.0311972 | val_loss: 0.0312051 | Time: 1517 ms [2021-10-06 08:08:47 main:581] : INFO : Epoch 1626 | loss: 0.031197 | val_loss: 0.031205 | Time: 1507.1 ms [2021-10-06 08:08:49 main:581] : INFO : Epoch 1627 | loss: 0.0311972 | val_loss: 0.0312061 | Time: 1455.59 ms [2021-10-06 08:08:50 main:581] : INFO : Epoch 1628 | loss: 0.0311978 | val_loss: 0.0312089 | Time: 1489.11 ms [2021-10-06 08:08:52 main:581] : INFO : Epoch 1629 | loss: 0.0311982 | val_loss: 0.0312081 | Time: 1517.83 ms [2021-10-06 08:08:53 main:581] : INFO : Epoch 1630 | loss: 0.0311992 | val_loss: 0.0312062 | Time: 1531.33 ms [2021-10-06 08:08:55 main:581] : INFO : Epoch 1631 | loss: 0.0311971 | val_loss: 0.0312053 | Time: 1534.37 ms [2021-10-06 08:08:56 main:581] : INFO : Epoch 1632 | loss: 0.0311968 | val_loss: 0.0312056 | Time: 1513 ms [2021-10-06 08:08:58 main:581] : INFO : Epoch 1633 | loss: 0.0311971 | val_loss: 0.0312107 | Time: 1505.56 ms [2021-10-06 08:08:59 main:581] : INFO : Epoch 1634 | loss: 0.0311985 | val_loss: 0.0312052 | Time: 1500.17 ms [2021-10-06 08:09:01 main:581] : INFO : Epoch 1635 | loss: 0.0311966 | val_loss: 0.0312061 | Time: 1488.51 ms [2021-10-06 08:09:02 main:581] : INFO : Epoch 1636 | loss: 0.0311974 | val_loss: 0.0312072 | Time: 1485.28 ms [2021-10-06 08:09:04 main:581] : INFO : Epoch 1637 | loss: 0.0311967 | val_loss: 0.031206 | Time: 1523.85 ms [2021-10-06 08:09:05 main:581] : INFO : Epoch 1638 | loss: 0.0311972 | val_loss: 0.0312058 | Time: 1477.21 ms [2021-10-06 08:09:07 main:581] : INFO : Epoch 1639 | loss: 0.0311979 | val_loss: 0.0312092 | Time: 1517.76 ms [2021-10-06 08:09:08 main:581] : INFO : Epoch 1640 | loss: 0.0312 | val_loss: 0.0312153 | Time: 1481.59 ms [2021-10-06 08:09:10 main:581] : INFO : Epoch 1641 | loss: 0.0311978 | val_loss: 0.0312076 | Time: 1484.03 ms [2021-10-06 08:09:11 main:581] : INFO : Epoch 1642 | loss: 0.0312073 | val_loss: 0.0312117 | Time: 1478.16 ms [2021-10-06 08:09:13 main:581] : INFO : Epoch 1643 | loss: 0.0312051 | val_loss: 0.0312147 | Time: 1435.31 ms [2021-10-06 08:09:14 main:581] : INFO : Epoch 1644 | loss: 0.0312039 | val_loss: 0.0312096 | Time: 1462.85 ms [2021-10-06 08:09:16 main:581] : INFO : Epoch 1645 | loss: 0.0312052 | val_loss: 0.0312083 | Time: 1467.37 ms [2021-10-06 08:09:17 main:581] : INFO : Epoch 1646 | loss: 0.0312024 | val_loss: 0.0312082 | Time: 1484.9 ms [2021-10-06 08:09:19 main:581] : INFO : Epoch 1647 | loss: 0.0312003 | val_loss: 0.0312074 | Time: 1513.38 ms [2021-10-06 08:09:20 main:581] : INFO : Epoch 1648 | loss: 0.0311992 | val_loss: 0.0312071 | Time: 1476.27 ms [2021-10-06 08:09:22 main:581] : INFO : Epoch 1649 | loss: 0.0311979 | val_loss: 0.0312065 | Time: 1487.11 ms [2021-10-06 08:09:23 main:581] : INFO : Epoch 1650 | loss: 0.0311984 | val_loss: 0.0312053 | Time: 1492.52 ms [2021-10-06 08:09:25 main:581] : INFO : Epoch 1651 | loss: 0.0311996 | val_loss: 0.0312097 | Time: 1468.46 ms [2021-10-06 08:09:26 main:581] : INFO : Epoch 1652 | loss: 0.031198 | val_loss: 0.0312062 | Time: 1413.52 ms [2021-10-06 08:09:27 main:581] : INFO : Epoch 1653 | loss: 0.0311971 | val_loss: 0.0312085 | Time: 1469.89 ms [2021-10-06 08:09:29 main:581] : INFO : Epoch 1654 | loss: 0.0311971 | val_loss: 0.0312083 | Time: 1452.14 ms [2021-10-06 08:09:30 main:581] : INFO : Epoch 1655 | loss: 0.0311973 | val_loss: 0.0312066 | Time: 1467.91 ms [2021-10-06 08:09:32 main:581] : INFO : Epoch 1656 | loss: 0.0311977 | val_loss: 0.0312051 | Time: 1456.85 ms [2021-10-06 08:09:33 main:581] : INFO : Epoch 1657 | loss: 0.0311961 | val_loss: 0.0312074 | Time: 1463.14 ms [2021-10-06 08:09:35 main:581] : INFO : Epoch 1658 | loss: 0.0311966 | val_loss: 0.0312056 | Time: 1506.89 ms [2021-10-06 08:09:36 main:581] : INFO : Epoch 1659 | loss: 0.0311965 | val_loss: 0.0312092 | Time: 1468.99 ms [2021-10-06 08:09:38 main:581] : INFO : Epoch 1660 | loss: 0.031198 | val_loss: 0.031205 | Time: 1477.69 ms [2021-10-06 08:09:39 main:581] : INFO : Epoch 1661 | loss: 0.0311959 | val_loss: 0.0312059 | Time: 1460.97 ms [2021-10-06 08:09:41 main:581] : INFO : Epoch 1662 | loss: 0.0311959 | val_loss: 0.0312053 | Time: 1458.61 ms [2021-10-06 08:09:42 main:581] : INFO : Epoch 1663 | loss: 0.0311978 | val_loss: 0.0312096 | Time: 1451.66 ms [2021-10-06 08:09:44 main:581] : INFO : Epoch 1664 | loss: 0.0311983 | val_loss: 0.0312074 | Time: 1473 ms [2021-10-06 08:09:45 main:581] : INFO : Epoch 1665 | loss: 0.0311996 | val_loss: 0.0312074 | Time: 1461.26 ms [2021-10-06 08:09:47 main:581] : INFO : Epoch 1666 | loss: 0.0311975 | val_loss: 0.0312087 | Time: 1486.78 ms [2021-10-06 08:09:48 main:581] : INFO : Epoch 1667 | loss: 0.0311962 | val_loss: 0.0312057 | Time: 1464.55 ms [2021-10-06 08:09:49 main:581] : INFO : Epoch 1668 | loss: 0.0311965 | val_loss: 0.0312057 | Time: 1468.17 ms [2021-10-06 08:09:51 main:581] : INFO : Epoch 1669 | loss: 0.0311958 | val_loss: 0.0312109 | Time: 1456.73 ms [2021-10-06 08:09:52 main:581] : INFO : Epoch 1670 | loss: 0.0311969 | val_loss: 0.031206 | Time: 1464.62 ms [2021-10-06 08:09:54 main:581] : INFO : Epoch 1671 | loss: 0.0311962 | val_loss: 0.0312057 | Time: 1478.85 ms [2021-10-06 08:09:55 main:581] : INFO : Epoch 1672 | loss: 0.0311953 | val_loss: 0.0312066 | Time: 1510.21 ms [2021-10-06 08:09:57 main:581] : INFO : Epoch 1673 | loss: 0.0311972 | val_loss: 0.0312057 | Time: 1441.23 ms [2021-10-06 08:09:58 main:581] : INFO : Epoch 1674 | loss: 0.0311966 | val_loss: 0.031206 | Time: 1496.54 ms [2021-10-06 08:10:00 main:581] : INFO : Epoch 1675 | loss: 0.0311962 | val_loss: 0.0312054 | Time: 1504.72 ms [2021-10-06 08:10:01 main:581] : INFO : Epoch 1676 | loss: 0.0311968 | val_loss: 0.0312085 | Time: 1475.63 ms [2021-10-06 08:10:03 main:581] : INFO : Epoch 1677 | loss: 0.0311997 | val_loss: 0.0312066 | Time: 1486.88 ms [2021-10-06 08:10:04 main:581] : INFO : Epoch 1678 | loss: 0.0311965 | val_loss: 0.0312062 | Time: 1508.5 ms [2021-10-06 08:10:06 main:581] : INFO : Epoch 1679 | loss: 0.0311972 | val_loss: 0.0312071 | Time: 1492.26 ms [2021-10-06 08:10:07 main:581] : INFO : Epoch 1680 | loss: 0.0312021 | val_loss: 0.0312099 | Time: 1455.68 ms [2021-10-06 08:10:09 main:581] : INFO : Epoch 1681 | loss: 0.0311975 | val_loss: 0.0312086 | Time: 1468.87 ms [2021-10-06 08:10:10 main:581] : INFO : Epoch 1682 | loss: 0.0311953 | val_loss: 0.0312069 | Time: 1449.32 ms [2021-10-06 08:10:12 main:581] : INFO : Epoch 1683 | loss: 0.0311957 | val_loss: 0.0312058 | Time: 1443.89 ms [2021-10-06 08:10:13 main:581] : INFO : Epoch 1684 | loss: 0.0311945 | val_loss: 0.0312072 | Time: 1474.59 ms [2021-10-06 08:10:15 main:581] : INFO : Epoch 1685 | loss: 0.0311945 | val_loss: 0.0312086 | Time: 1464.06 ms [2021-10-06 08:10:16 main:581] : INFO : Epoch 1686 | loss: 0.0311948 | val_loss: 0.0312069 | Time: 1450.76 ms [2021-10-06 08:10:17 main:581] : INFO : Epoch 1687 | loss: 0.0311946 | val_loss: 0.0312086 | Time: 1443.18 ms [2021-10-06 08:10:19 main:581] : INFO : Epoch 1688 | loss: 0.0311982 | val_loss: 0.0312134 | Time: 1452.65 ms [2021-10-06 08:10:20 main:581] : INFO : Epoch 1689 | loss: 0.0312038 | val_loss: 0.0312051 | Time: 1466.44 ms [2021-10-06 08:10:22 main:581] : INFO : Epoch 1690 | loss: 0.031199 | val_loss: 0.0312066 | Time: 1485.04 ms [2021-10-06 08:10:23 main:581] : INFO : Epoch 1691 | loss: 0.0311971 | val_loss: 0.031206 | Time: 1501.26 ms [2021-10-06 08:10:25 main:581] : INFO : Epoch 1692 | loss: 0.0311979 | val_loss: 0.0312072 | Time: 1475.24 ms [2021-10-06 08:10:26 main:581] : INFO : Epoch 1693 | loss: 0.031195 | val_loss: 0.0312089 | Time: 1440.08 ms [2021-10-06 08:10:28 main:581] : INFO : Epoch 1694 | loss: 0.0311959 | val_loss: 0.0312065 | Time: 1470.69 ms [2021-10-06 08:10:29 main:581] : INFO : Epoch 1695 | loss: 0.0311949 | val_loss: 0.0312079 | Time: 1438.37 ms [2021-10-06 08:10:31 main:581] : INFO : Epoch 1696 | loss: 0.0311992 | val_loss: 0.0312184 | Time: 1471.81 ms [2021-10-06 08:10:32 main:581] : INFO : Epoch 1697 | loss: 0.031202 | val_loss: 0.0312138 | Time: 1443.77 ms [2021-10-06 08:10:34 main:581] : INFO : Epoch 1698 | loss: 0.0311965 | val_loss: 0.0312074 | Time: 1460.05 ms [2021-10-06 08:10:35 main:581] : INFO : Epoch 1699 | loss: 0.0311954 | val_loss: 0.0312069 | Time: 1481.61 ms [2021-10-06 08:10:36 main:581] : INFO : Epoch 1700 | loss: 0.0311949 | val_loss: 0.0312059 | Time: 1448.24 ms [2021-10-06 08:10:38 main:581] : INFO : Epoch 1701 | loss: 0.0311948 | val_loss: 0.0312058 | Time: 1479.92 ms [2021-10-06 08:10:39 main:581] : INFO : Epoch 1702 | loss: 0.031196 | val_loss: 0.0312104 | Time: 1478.55 ms [2021-10-06 08:10:41 main:581] : INFO : Epoch 1703 | loss: 0.0311952 | val_loss: 0.0312074 | Time: 1472.39 ms [2021-10-06 08:10:42 main:581] : INFO : Epoch 1704 | loss: 0.0311942 | val_loss: 0.0312074 | Time: 1501.97 ms [2021-10-06 08:10:44 main:581] : INFO : Epoch 1705 | loss: 0.031194 | val_loss: 0.0312063 | Time: 1483.27 ms [2021-10-06 08:10:45 main:581] : INFO : Epoch 1706 | loss: 0.031197 | val_loss: 0.031208 | Time: 1494.18 ms [2021-10-06 08:10:47 main:581] : INFO : Epoch 1707 | loss: 0.0311947 | val_loss: 0.0312056 | Time: 1498.11 ms [2021-10-06 08:10:48 main:581] : INFO : Epoch 1708 | loss: 0.031194 | val_loss: 0.0312073 | Time: 1473.45 ms [2021-10-06 08:10:50 main:581] : INFO : Epoch 1709 | loss: 0.0311944 | val_loss: 0.0312058 | Time: 1497.39 ms [2021-10-06 08:10:51 main:581] : INFO : Epoch 1710 | loss: 0.0311966 | val_loss: 0.0312053 | Time: 1496.63 ms [2021-10-06 08:10:53 main:581] : INFO : Epoch 1711 | loss: 0.0311967 | val_loss: 0.0312073 | Time: 1468.54 ms [2021-10-06 08:10:54 main:581] : INFO : Epoch 1712 | loss: 0.0311939 | val_loss: 0.0312053 | Time: 1478.68 ms [2021-10-06 08:10:56 main:581] : INFO : Epoch 1713 | loss: 0.0311939 | val_loss: 0.0312086 | Time: 1482.45 ms [2021-10-06 08:10:57 main:581] : INFO : Epoch 1714 | loss: 0.0311941 | val_loss: 0.0312083 | Time: 1473.02 ms [2021-10-06 08:10:59 main:581] : INFO : Epoch 1715 | loss: 0.0311954 | val_loss: 0.0312151 | Time: 1485.75 ms [2021-10-06 08:11:00 main:581] : INFO : Epoch 1716 | loss: 0.0311967 | val_loss: 0.0312074 | Time: 1467.59 ms [2021-10-06 08:11:02 main:581] : INFO : Epoch 1717 | loss: 0.031194 | val_loss: 0.0312063 | Time: 1473.76 ms [2021-10-06 08:11:03 main:581] : INFO : Epoch 1718 | loss: 0.0311932 | val_loss: 0.0312057 | Time: 1465.65 ms [2021-10-06 08:11:05 main:581] : INFO : Epoch 1719 | loss: 0.0311932 | val_loss: 0.031207 | Time: 1501.09 ms [2021-10-06 08:11:06 main:581] : INFO : Epoch 1720 | loss: 0.031193 | val_loss: 0.0312054 | Time: 1450.02 ms [2021-10-06 08:11:08 main:581] : INFO : Epoch 1721 | loss: 0.0311937 | val_loss: 0.031208 | Time: 1481.54 ms [2021-10-06 08:11:09 main:581] : INFO : Epoch 1722 | loss: 0.031195 | val_loss: 0.031206 | Time: 1485.14 ms [2021-10-06 08:11:11 main:581] : INFO : Epoch 1723 | loss: 0.0311944 | val_loss: 0.0312082 | Time: 1471.64 ms [2021-10-06 08:11:12 main:581] : INFO : Epoch 1724 | loss: 0.0311956 | val_loss: 0.0312095 | Time: 1444.05 ms [2021-10-06 08:11:13 main:581] : INFO : Epoch 1725 | loss: 0.0311963 | val_loss: 0.0312074 | Time: 1451.53 ms [2021-10-06 08:11:15 main:581] : INFO : Epoch 1726 | loss: 0.0311964 | val_loss: 0.0312073 | Time: 1461.36 ms [2021-10-06 08:11:16 main:581] : INFO : Epoch 1727 | loss: 0.0311954 | val_loss: 0.0312065 | Time: 1460.94 ms [2021-10-06 08:11:18 main:581] : INFO : Epoch 1728 | loss: 0.031196 | val_loss: 0.0312102 | Time: 1460.35 ms [2021-10-06 08:11:19 main:581] : INFO : Epoch 1729 | loss: 0.0311938 | val_loss: 0.0312065 | Time: 1478.58 ms [2021-10-06 08:11:21 main:581] : INFO : Epoch 1730 | loss: 0.0311931 | val_loss: 0.031209 | Time: 1467.98 ms [2021-10-06 08:11:22 main:581] : INFO : Epoch 1731 | loss: 0.0311945 | val_loss: 0.0312075 | Time: 1476.54 ms [2021-10-06 08:11:24 main:581] : INFO : Epoch 1732 | loss: 0.0311946 | val_loss: 0.0312136 | Time: 1489.49 ms [2021-10-06 08:11:25 main:581] : INFO : Epoch 1733 | loss: 0.0311957 | val_loss: 0.0312062 | Time: 1458.1 ms [2021-10-06 08:11:27 main:581] : INFO : Epoch 1734 | loss: 0.0311957 | val_loss: 0.0312082 | Time: 1480.42 ms [2021-10-06 08:11:28 main:581] : INFO : Epoch 1735 | loss: 0.0311949 | val_loss: 0.0312071 | Time: 1452.66 ms [2021-10-06 08:11:30 main:581] : INFO : Epoch 1736 | loss: 0.0311946 | val_loss: 0.0312081 | Time: 1462.92 ms [2021-10-06 08:11:31 main:581] : INFO : Epoch 1737 | loss: 0.0311931 | val_loss: 0.0312063 | Time: 1490.95 ms [2021-10-06 08:11:33 main:581] : INFO : Epoch 1738 | loss: 0.0311934 | val_loss: 0.0312065 | Time: 1475.14 ms [2021-10-06 08:11:34 main:581] : INFO : Epoch 1739 | loss: 0.0311943 | val_loss: 0.0312054 | Time: 1501.44 ms [2021-10-06 08:11:36 main:581] : INFO : Epoch 1740 | loss: 0.0311937 | val_loss: 0.0312069 | Time: 1487.43 ms [2021-10-06 08:11:37 main:581] : INFO : Epoch 1741 | loss: 0.0311931 | val_loss: 0.0312071 | Time: 1469.17 ms [2021-10-06 08:11:38 main:581] : INFO : Epoch 1742 | loss: 0.0311923 | val_loss: 0.0312085 | Time: 1483.13 ms [2021-10-06 08:11:40 main:581] : INFO : Epoch 1743 | loss: 0.0311942 | val_loss: 0.0312085 | Time: 1479.18 ms [2021-10-06 08:11:41 main:581] : INFO : Epoch 1744 | loss: 0.0311947 | val_loss: 0.0312073 | Time: 1467.54 ms [2021-10-06 08:11:43 main:581] : INFO : Epoch 1745 | loss: 0.0311944 | val_loss: 0.0312066 | Time: 1456.11 ms [2021-10-06 08:11:44 main:581] : INFO : Epoch 1746 | loss: 0.0311945 | val_loss: 0.0312092 | Time: 1448.87 ms [2021-10-06 08:11:46 main:581] : INFO : Epoch 1747 | loss: 0.0311946 | val_loss: 0.0312054 | Time: 1435.27 ms [2021-10-06 08:11:47 main:581] : INFO : Epoch 1748 | loss: 0.0311936 | val_loss: 0.0312079 | Time: 1459.68 ms [2021-10-06 08:11:49 main:581] : INFO : Epoch 1749 | loss: 0.0311945 | val_loss: 0.0312059 | Time: 1475.51 ms [2021-10-06 08:11:50 main:581] : INFO : Epoch 1750 | loss: 0.0311949 | val_loss: 0.0312052 | Time: 1477.45 ms [2021-10-06 08:11:52 main:581] : INFO : Epoch 1751 | loss: 0.0311937 | val_loss: 0.031206 | Time: 1459.03 ms [2021-10-06 08:11:53 main:581] : INFO : Epoch 1752 | loss: 0.0311934 | val_loss: 0.0312053 | Time: 1476.75 ms [2021-10-06 08:11:55 main:581] : INFO : Epoch 1753 | loss: 0.0311932 | val_loss: 0.0312064 | Time: 1483.18 ms [2021-10-06 08:11:56 main:581] : INFO : Epoch 1754 | loss: 0.0311967 | val_loss: 0.0312058 | Time: 1458.25 ms [2021-10-06 08:11:58 main:581] : INFO : Epoch 1755 | loss: 0.0312003 | val_loss: 0.0312064 | Time: 1472.62 ms [2021-10-06 08:11:59 main:581] : INFO : Epoch 1756 | loss: 0.0311976 | val_loss: 0.0312072 | Time: 1474.47 ms [2021-10-06 08:12:01 main:581] : INFO : Epoch 1757 | loss: 0.0312005 | val_loss: 0.0312142 | Time: 1479.34 ms [2021-10-06 08:12:02 main:581] : INFO : Epoch 1758 | loss: 0.0312052 | val_loss: 0.0312226 | Time: 1494.34 ms [2021-10-06 08:12:03 main:581] : INFO : Epoch 1759 | loss: 0.0312052 | val_loss: 0.0312094 | Time: 1491.56 ms [2021-10-06 08:12:05 main:581] : INFO : Epoch 1760 | loss: 0.0311984 | val_loss: 0.0312073 | Time: 1491.56 ms [2021-10-06 08:12:06 main:581] : INFO : Epoch 1761 | loss: 0.0311986 | val_loss: 0.0312074 | Time: 1464.24 ms [2021-10-06 08:12:08 main:581] : INFO : Epoch 1762 | loss: 0.031196 | val_loss: 0.0312088 | Time: 1474.38 ms [2021-10-06 08:12:09 main:581] : INFO : Epoch 1763 | loss: 0.031197 | val_loss: 0.0312063 | Time: 1431.75 ms [2021-10-06 08:12:11 main:581] : INFO : Epoch 1764 | loss: 0.0311993 | val_loss: 0.0312062 | Time: 1448.92 ms [2021-10-06 08:12:12 main:581] : INFO : Epoch 1765 | loss: 0.0311999 | val_loss: 0.031206 | Time: 1456.63 ms [2021-10-06 08:12:14 main:581] : INFO : Epoch 1766 | loss: 0.031199 | val_loss: 0.0312078 | Time: 1442.86 ms [2021-10-06 08:12:15 main:581] : INFO : Epoch 1767 | loss: 0.0312001 | val_loss: 0.0312069 | Time: 1458.74 ms [2021-10-06 08:12:17 main:581] : INFO : Epoch 1768 | loss: 0.0311982 | val_loss: 0.0312072 | Time: 1475.88 ms [2021-10-06 08:12:18 main:581] : INFO : Epoch 1769 | loss: 0.031198 | val_loss: 0.0312061 | Time: 1467.07 ms [2021-10-06 08:12:20 main:581] : INFO : Epoch 1770 | loss: 0.0312029 | val_loss: 0.0312102 | Time: 1488.18 ms [2021-10-06 08:12:21 main:581] : INFO : Epoch 1771 | loss: 0.0311989 | val_loss: 0.0312071 | Time: 1460.25 ms [2021-10-06 08:12:23 main:581] : INFO : Epoch 1772 | loss: 0.0311967 | val_loss: 0.0312071 | Time: 1470.09 ms [2021-10-06 08:12:24 main:581] : INFO : Epoch 1773 | loss: 0.0311964 | val_loss: 0.0312045 | Time: 1470.03 ms [2021-10-06 08:12:25 main:581] : INFO : Epoch 1774 | loss: 0.0311956 | val_loss: 0.0312076 | Time: 1470.38 ms [2021-10-06 08:12:27 main:581] : INFO : Epoch 1775 | loss: 0.0311954 | val_loss: 0.0312055 | Time: 1460.5 ms [2021-10-06 08:12:28 main:581] : INFO : Epoch 1776 | loss: 0.0311952 | val_loss: 0.0312049 | Time: 1472.88 ms [2021-10-06 08:12:30 main:581] : INFO : Epoch 1777 | loss: 0.031195 | val_loss: 0.0312138 | Time: 1453.01 ms [2021-10-06 08:12:31 main:581] : INFO : Epoch 1778 | loss: 0.0311966 | val_loss: 0.0312098 | Time: 1477.84 ms [2021-10-06 08:12:33 main:581] : INFO : Epoch 1779 | loss: 0.0311948 | val_loss: 0.0312059 | Time: 1462.06 ms [2021-10-06 08:12:34 main:581] : INFO : Epoch 1780 | loss: 0.0311946 | val_loss: 0.0312056 | Time: 1503.66 ms [2021-10-06 08:12:36 main:581] : INFO : Epoch 1781 | loss: 0.0311967 | val_loss: 0.0312035 | Time: 1462.27 ms [2021-10-06 08:12:37 main:581] : INFO : Epoch 1782 | loss: 0.0311959 | val_loss: 0.0312052 | Time: 1466.65 ms [2021-10-06 08:12:39 main:581] : INFO : Epoch 1783 | loss: 0.0311952 | val_loss: 0.0312064 | Time: 1480.35 ms [2021-10-06 08:12:40 main:581] : INFO : Epoch 1784 | loss: 0.0311972 | val_loss: 0.0312114 | Time: 1474.72 ms [2021-10-06 08:12:42 main:581] : INFO : Epoch 1785 | loss: 0.0311988 | val_loss: 0.0312063 | Time: 1469.59 ms [2021-10-06 08:12:43 main:581] : INFO : Epoch 1786 | loss: 0.0311958 | val_loss: 0.0312064 | Time: 1472.92 ms [2021-10-06 08:12:45 main:581] : INFO : Epoch 1787 | loss: 0.0311953 | val_loss: 0.031205 | Time: 1472.52 ms [2021-10-06 08:12:46 main:581] : INFO : Epoch 1788 | loss: 0.0311955 | val_loss: 0.0312063 | Time: 1491.13 ms [2021-10-06 08:12:48 main:581] : INFO : Epoch 1789 | loss: 0.0311959 | val_loss: 0.0312056 | Time: 1465.1 ms [2021-10-06 08:12:49 main:581] : INFO : Epoch 1790 | loss: 0.0311951 | val_loss: 0.0312073 | Time: 1463.16 ms [2021-10-06 08:12:50 main:581] : INFO : Epoch 1791 | loss: 0.0311949 | val_loss: 0.0312071 | Time: 1470.99 ms [2021-10-06 08:12:52 main:581] : INFO : Epoch 1792 | loss: 0.0311952 | val_loss: 0.031207 | Time: 1479.22 ms [2021-10-06 08:12:53 main:581] : INFO : Epoch 1793 | loss: 0.0311954 | val_loss: 0.0312104 | Time: 1465.58 ms [2021-10-06 08:12:55 main:581] : INFO : Epoch 1794 | loss: 0.0311971 | val_loss: 0.0312065 | Time: 1469.25 ms [2021-10-06 08:12:56 main:581] : INFO : Epoch 1795 | loss: 0.031195 | val_loss: 0.0312049 | Time: 1475.81 ms [2021-10-06 08:12:58 main:581] : INFO : Epoch 1796 | loss: 0.0311947 | val_loss: 0.031206 | Time: 1468.85 ms [2021-10-06 08:12:59 main:581] : INFO : Epoch 1797 | loss: 0.0311941 | val_loss: 0.0312101 | Time: 1481.97 ms [2021-10-06 08:13:01 main:581] : INFO : Epoch 1798 | loss: 0.0311944 | val_loss: 0.0312057 | Time: 1470.76 ms [2021-10-06 08:13:02 main:581] : INFO : Epoch 1799 | loss: 0.0311945 | val_loss: 0.0312052 | Time: 1441.05 ms [2021-10-06 08:13:04 main:581] : INFO : Epoch 1800 | loss: 0.0311955 | val_loss: 0.0312055 | Time: 1485.62 ms [2021-10-06 08:13:05 main:581] : INFO : Epoch 1801 | loss: 0.0311959 | val_loss: 0.031207 | Time: 1468.45 ms [2021-10-06 08:13:07 main:581] : INFO : Epoch 1802 | loss: 0.0311948 | val_loss: 0.0312064 | Time: 1436.08 ms [2021-10-06 08:13:08 main:581] : INFO : Epoch 1803 | loss: 0.0311946 | val_loss: 0.0312048 | Time: 1491.59 ms [2021-10-06 08:13:10 main:581] : INFO : Epoch 1804 | loss: 0.0311944 | val_loss: 0.0312051 | Time: 1471.93 ms [2021-10-06 08:13:11 main:581] : INFO : Epoch 1805 | loss: 0.0311956 | val_loss: 0.0312065 | Time: 1469.82 ms [2021-10-06 08:13:13 main:581] : INFO : Epoch 1806 | loss: 0.0311955 | val_loss: 0.0312044 | Time: 1484.62 ms [2021-10-06 08:13:14 main:581] : INFO : Epoch 1807 | loss: 0.0311947 | val_loss: 0.0312062 | Time: 1469.59 ms [2021-10-06 08:13:15 main:581] : INFO : Epoch 1808 | loss: 0.0311946 | val_loss: 0.0312057 | Time: 1456.77 ms [2021-10-06 08:13:17 main:581] : INFO : Epoch 1809 | loss: 0.0311956 | val_loss: 0.031207 | Time: 1487.41 ms [2021-10-06 08:13:18 main:581] : INFO : Epoch 1810 | loss: 0.0311951 | val_loss: 0.0312075 | Time: 1478.26 ms [2021-10-06 08:13:20 main:581] : INFO : Epoch 1811 | loss: 0.0311967 | val_loss: 0.0312118 | Time: 1479.58 ms [2021-10-06 08:13:21 main:581] : INFO : Epoch 1812 | loss: 0.0311998 | val_loss: 0.0312084 | Time: 1470.28 ms [2021-10-06 08:13:23 main:581] : INFO : Epoch 1813 | loss: 0.031197 | val_loss: 0.0312048 | Time: 1471.7 ms [2021-10-06 08:13:24 main:581] : INFO : Epoch 1814 | loss: 0.0311976 | val_loss: 0.0312073 | Time: 1453.73 ms [2021-10-06 08:13:26 main:581] : INFO : Epoch 1815 | loss: 0.0311972 | val_loss: 0.0312072 | Time: 1463.09 ms [2021-10-06 08:13:27 main:581] : INFO : Epoch 1816 | loss: 0.0311951 | val_loss: 0.0312041 | Time: 1470.65 ms [2021-10-06 08:13:29 main:581] : INFO : Epoch 1817 | loss: 0.0311954 | val_loss: 0.031205 | Time: 1449.35 ms [2021-10-06 08:13:30 main:581] : INFO : Epoch 1818 | loss: 0.0311951 | val_loss: 0.0312073 | Time: 1474.85 ms [2021-10-06 08:13:32 main:581] : INFO : Epoch 1819 | loss: 0.0311952 | val_loss: 0.0312054 | Time: 1488.26 ms [2021-10-06 08:13:33 main:581] : INFO : Epoch 1820 | loss: 0.0311979 | val_loss: 0.0312122 | Time: 1463.03 ms [2021-10-06 08:13:35 main:581] : INFO : Epoch 1821 | loss: 0.031197 | val_loss: 0.0312084 | Time: 1478.87 ms [2021-10-06 08:13:36 main:581] : INFO : Epoch 1822 | loss: 0.0311948 | val_loss: 0.0312059 | Time: 1478.37 ms [2021-10-06 08:13:38 main:581] : INFO : Epoch 1823 | loss: 0.031194 | val_loss: 0.0312061 | Time: 1486.36 ms [2021-10-06 08:13:39 main:581] : INFO : Epoch 1824 | loss: 0.0311945 | val_loss: 0.0312086 | Time: 1489.02 ms [2021-10-06 08:13:41 main:581] : INFO : Epoch 1825 | loss: 0.0311945 | val_loss: 0.0312058 | Time: 1484.07 ms [2021-10-06 08:13:42 main:581] : INFO : Epoch 1826 | loss: 0.0311954 | val_loss: 0.0312088 | Time: 1462 ms [2021-10-06 08:13:43 main:581] : INFO : Epoch 1827 | loss: 0.0311937 | val_loss: 0.031205 | Time: 1475.71 ms [2021-10-06 08:13:45 main:581] : INFO : Epoch 1828 | loss: 0.0311931 | val_loss: 0.0312053 | Time: 1493.09 ms [2021-10-06 08:13:46 main:581] : INFO : Epoch 1829 | loss: 0.0311932 | val_loss: 0.0312075 | Time: 1480.32 ms [2021-10-06 08:13:48 main:581] : INFO : Epoch 1830 | loss: 0.0311937 | val_loss: 0.0312067 | Time: 1465.38 ms [2021-10-06 08:13:49 main:581] : INFO : Epoch 1831 | loss: 0.0311928 | val_loss: 0.0312049 | Time: 1466.12 ms [2021-10-06 08:13:51 main:581] : INFO : Epoch 1832 | loss: 0.0311925 | val_loss: 0.0312056 | Time: 1476.79 ms [2021-10-06 08:13:52 main:581] : INFO : Epoch 1833 | loss: 0.0311954 | val_loss: 0.0312055 | Time: 1475.41 ms [2021-10-06 08:13:54 main:581] : INFO : Epoch 1834 | loss: 0.0311946 | val_loss: 0.0312072 | Time: 1472.47 ms [2021-10-06 08:13:55 main:581] : INFO : Epoch 1835 | loss: 0.031194 | val_loss: 0.0312062 | Time: 1486.46 ms [2021-10-06 08:13:57 main:581] : INFO : Epoch 1836 | loss: 0.0311938 | val_loss: 0.0312048 | Time: 1474.82 ms [2021-10-06 08:13:58 main:581] : INFO : Epoch 1837 | loss: 0.0311929 | val_loss: 0.0312054 | Time: 1458.92 ms [2021-10-06 08:14:00 main:581] : INFO : Epoch 1838 | loss: 0.0311936 | val_loss: 0.0312067 | Time: 1457.87 ms [2021-10-06 08:14:01 main:581] : INFO : Epoch 1839 | loss: 0.0311948 | val_loss: 0.031209 | Time: 1460.58 ms [2021-10-06 08:14:03 main:581] : INFO : Epoch 1840 | loss: 0.0311954 | val_loss: 0.031209 | Time: 1445.48 ms [2021-10-06 08:14:04 main:581] : INFO : Epoch 1841 | loss: 0.0311947 | val_loss: 0.0312067 | Time: 1482.55 ms [2021-10-06 08:14:06 main:581] : INFO : Epoch 1842 | loss: 0.0311954 | val_loss: 0.0312053 | Time: 1479.89 ms [2021-10-06 08:14:07 main:581] : INFO : Epoch 1843 | loss: 0.0311942 | val_loss: 0.0312054 | Time: 1469.57 ms [2021-10-06 08:14:09 main:581] : INFO : Epoch 1844 | loss: 0.0311932 | val_loss: 0.0312056 | Time: 1501.16 ms [2021-10-06 08:14:10 main:581] : INFO : Epoch 1845 | loss: 0.0311942 | val_loss: 0.0312051 | Time: 1496.05 ms [2021-10-06 08:14:12 main:581] : INFO : Epoch 1846 | loss: 0.0311937 | val_loss: 0.0312051 | Time: 1480.08 ms [2021-10-06 08:14:13 main:581] : INFO : Epoch 1847 | loss: 0.0311928 | val_loss: 0.0312066 | Time: 1466.95 ms [2021-10-06 08:14:14 main:581] : INFO : Epoch 1848 | loss: 0.0311931 | val_loss: 0.0312084 | Time: 1504.37 ms [2021-10-06 08:14:16 main:581] : INFO : Epoch 1849 | loss: 0.0311962 | val_loss: 0.0312072 | Time: 1500 ms [2021-10-06 08:14:17 main:581] : INFO : Epoch 1850 | loss: 0.0311936 | val_loss: 0.031207 | Time: 1490.71 ms [2021-10-06 08:14:19 main:581] : INFO : Epoch 1851 | loss: 0.0311936 | val_loss: 0.0312047 | Time: 1472.17 ms [2021-10-06 08:14:20 main:581] : INFO : Epoch 1852 | loss: 0.031193 | val_loss: 0.0312072 | Time: 1488.7 ms [2021-10-06 08:14:22 main:581] : INFO : Epoch 1853 | loss: 0.031193 | val_loss: 0.0312057 | Time: 1485.23 ms [2021-10-06 08:14:23 main:581] : INFO : Epoch 1854 | loss: 0.0311923 | val_loss: 0.0312075 | Time: 1458.18 ms [2021-10-06 08:14:25 main:581] : INFO : Epoch 1855 | loss: 0.0311941 | val_loss: 0.0312094 | Time: 1456.61 ms [2021-10-06 08:14:26 main:581] : INFO : Epoch 1856 | loss: 0.0311926 | val_loss: 0.0312064 | Time: 1484.72 ms [2021-10-06 08:14:28 main:581] : INFO : Epoch 1857 | loss: 0.0311946 | val_loss: 0.0312073 | Time: 1463.47 ms [2021-10-06 08:14:29 main:581] : INFO : Epoch 1858 | loss: 0.0311922 | val_loss: 0.0312064 | Time: 1464.21 ms [2021-10-06 08:14:31 main:581] : INFO : Epoch 1859 | loss: 0.0311919 | val_loss: 0.0312099 | Time: 1468.09 ms [2021-10-06 08:14:32 main:581] : INFO : Epoch 1860 | loss: 0.0311933 | val_loss: 0.0312066 | Time: 1456.47 ms [2021-10-06 08:14:34 main:581] : INFO : Epoch 1861 | loss: 0.0311921 | val_loss: 0.0312059 | Time: 1451.95 ms [2021-10-06 08:14:35 main:581] : INFO : Epoch 1862 | loss: 0.0311927 | val_loss: 0.0312053 | Time: 1473.03 ms [2021-10-06 08:14:37 main:581] : INFO : Epoch 1863 | loss: 0.0311923 | val_loss: 0.0312075 | Time: 1494.89 ms [2021-10-06 08:14:38 main:581] : INFO : Epoch 1864 | loss: 0.0311953 | val_loss: 0.0312086 | Time: 1466.93 ms [2021-10-06 08:14:40 main:581] : INFO : Epoch 1865 | loss: 0.0311956 | val_loss: 0.0312089 | Time: 1489.17 ms [2021-10-06 08:14:41 main:581] : INFO : Epoch 1866 | loss: 0.0311987 | val_loss: 0.0312081 | Time: 1469.67 ms [2021-10-06 08:14:42 main:581] : INFO : Epoch 1867 | loss: 0.0311965 | val_loss: 0.031206 | Time: 1472.24 ms [2021-10-06 08:14:44 main:581] : INFO : Epoch 1868 | loss: 0.0311964 | val_loss: 0.0312066 | Time: 1463.3 ms [2021-10-06 08:14:45 main:581] : INFO : Epoch 1869 | loss: 0.0311953 | val_loss: 0.0312068 | Time: 1461.58 ms [2021-10-06 08:14:47 main:581] : INFO : Epoch 1870 | loss: 0.0311934 | val_loss: 0.0312067 | Time: 1463.58 ms [2021-10-06 08:14:48 main:581] : INFO : Epoch 1871 | loss: 0.0311935 | val_loss: 0.0312062 | Time: 1468.11 ms [2021-10-06 08:14:50 main:581] : INFO : Epoch 1872 | loss: 0.0311929 | val_loss: 0.0312081 | Time: 1472.99 ms [2021-10-06 08:14:51 main:581] : INFO : Epoch 1873 | loss: 0.0311929 | val_loss: 0.0312063 | Time: 1481.1 ms [2021-10-06 08:14:53 main:581] : INFO : Epoch 1874 | loss: 0.0311935 | val_loss: 0.0312078 | Time: 1471.02 ms [2021-10-06 08:14:54 main:581] : INFO : Epoch 1875 | loss: 0.0311943 | val_loss: 0.0312081 | Time: 1514.7 ms [2021-10-06 08:14:56 main:581] : INFO : Epoch 1876 | loss: 0.0311936 | val_loss: 0.0312059 | Time: 1482.38 ms [2021-10-06 08:14:57 main:581] : INFO : Epoch 1877 | loss: 0.0311924 | val_loss: 0.0312081 | Time: 1462.69 ms [2021-10-06 08:14:59 main:581] : INFO : Epoch 1878 | loss: 0.031194 | val_loss: 0.0312088 | Time: 1465.2 ms [2021-10-06 08:15:00 main:581] : INFO : Epoch 1879 | loss: 0.0311961 | val_loss: 0.031208 | Time: 1487.83 ms [2021-10-06 08:15:02 main:581] : INFO : Epoch 1880 | loss: 0.0311966 | val_loss: 0.0312056 | Time: 1455.87 ms [2021-10-06 08:15:03 main:581] : INFO : Epoch 1881 | loss: 0.0311941 | val_loss: 0.0312061 | Time: 1480.27 ms [2021-10-06 08:15:05 main:581] : INFO : Epoch 1882 | loss: 0.0311921 | val_loss: 0.0312077 | Time: 1432.06 ms [2021-10-06 08:15:06 main:581] : INFO : Epoch 1883 | loss: 0.0311927 | val_loss: 0.0312062 | Time: 1446.55 ms [2021-10-06 08:15:08 main:581] : INFO : Epoch 1884 | loss: 0.0311916 | val_loss: 0.0312054 | Time: 1504.73 ms [2021-10-06 08:15:09 main:581] : INFO : Epoch 1885 | loss: 0.0311928 | val_loss: 0.0312072 | Time: 1457.59 ms [2021-10-06 08:15:10 main:581] : INFO : Epoch 1886 | loss: 0.0311929 | val_loss: 0.0312066 | Time: 1480.6 ms [2021-10-06 08:15:12 main:581] : INFO : Epoch 1887 | loss: 0.0311924 | val_loss: 0.0312082 | Time: 1456.86 ms [2021-10-06 08:15:13 main:581] : INFO : Epoch 1888 | loss: 0.0311938 | val_loss: 0.0312056 | Time: 1463.24 ms [2021-10-06 08:15:15 main:581] : INFO : Epoch 1889 | loss: 0.0312039 | val_loss: 0.0312154 | Time: 1458.99 ms [2021-10-06 08:15:16 main:581] : INFO : Epoch 1890 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 1443.98 ms [2021-10-06 08:15:18 main:581] : INFO : Epoch 1891 | loss: 0.0312056 | val_loss: 0.0312139 | Time: 1470.85 ms [2021-10-06 08:15:19 main:581] : INFO : Epoch 1892 | loss: 0.0312023 | val_loss: 0.0312152 | Time: 1485.9 ms [2021-10-06 08:15:21 main:581] : INFO : Epoch 1893 | loss: 0.0312071 | val_loss: 0.0312249 | Time: 1459.49 ms [2021-10-06 08:15:22 main:581] : INFO : Epoch 1894 | loss: 0.0312046 | val_loss: 0.0312123 | Time: 1485.35 ms [2021-10-06 08:15:24 main:581] : INFO : Epoch 1895 | loss: 0.0312003 | val_loss: 0.0312107 | Time: 1476.64 ms [2021-10-06 08:15:25 main:581] : INFO : Epoch 1896 | loss: 0.0311984 | val_loss: 0.0312079 | Time: 1484.52 ms [2021-10-06 08:15:27 main:581] : INFO : Epoch 1897 | loss: 0.0311996 | val_loss: 0.0312086 | Time: 1450.01 ms [2021-10-06 08:15:28 main:581] : INFO : Epoch 1898 | loss: 0.0311993 | val_loss: 0.0312104 | Time: 1456.33 ms [2021-10-06 08:15:30 main:581] : INFO : Epoch 1899 | loss: 0.0312013 | val_loss: 0.0312082 | Time: 1464.54 ms [2021-10-06 08:15:31 main:581] : INFO : Epoch 1900 | loss: 0.031199 | val_loss: 0.031209 | Time: 1450.81 ms [2021-10-06 08:15:32 main:581] : INFO : Epoch 1901 | loss: 0.0311976 | val_loss: 0.031209 | Time: 1481.53 ms [2021-10-06 08:15:34 main:581] : INFO : Epoch 1902 | loss: 0.0311975 | val_loss: 0.0312077 | Time: 1459.37 ms [2021-10-06 08:15:35 main:581] : INFO : Epoch 1903 | loss: 0.0311975 | val_loss: 0.0312074 | Time: 1483.38 ms [2021-10-06 08:15:37 main:581] : INFO : Epoch 1904 | loss: 0.0311959 | val_loss: 0.0312083 | Time: 1466.63 ms [2021-10-06 08:15:38 main:581] : INFO : Epoch 1905 | loss: 0.0311959 | val_loss: 0.0312104 | Time: 1495.76 ms [2021-10-06 08:15:40 main:581] : INFO : Epoch 1906 | loss: 0.0311962 | val_loss: 0.0312073 | Time: 1481.08 ms [2021-10-06 08:15:41 main:581] : INFO : Epoch 1907 | loss: 0.0311955 | val_loss: 0.0312082 | Time: 1509.31 ms [2021-10-06 08:15:43 main:581] : INFO : Epoch 1908 | loss: 0.0311955 | val_loss: 0.0312071 | Time: 1469.8 ms [2021-10-06 08:15:44 main:581] : INFO : Epoch 1909 | loss: 0.031196 | val_loss: 0.0312081 | Time: 1474.35 ms [2021-10-06 08:15:46 main:581] : INFO : Epoch 1910 | loss: 0.0311965 | val_loss: 0.0312088 | Time: 1459.81 ms [2021-10-06 08:15:47 main:581] : INFO : Epoch 1911 | loss: 0.0311948 | val_loss: 0.0312068 | Time: 1472.23 ms [2021-10-06 08:15:49 main:581] : INFO : Epoch 1912 | loss: 0.0311944 | val_loss: 0.0312087 | Time: 1483.45 ms [2021-10-06 08:15:50 main:581] : INFO : Epoch 1913 | loss: 0.0311954 | val_loss: 0.0312099 | Time: 1484.6 ms [2021-10-06 08:15:52 main:581] : INFO : Epoch 1914 | loss: 0.0311944 | val_loss: 0.0312073 | Time: 1471.71 ms [2021-10-06 08:15:53 main:581] : INFO : Epoch 1915 | loss: 0.0311944 | val_loss: 0.0312072 | Time: 1478.53 ms [2021-10-06 08:15:55 main:581] : INFO : Epoch 1916 | loss: 0.0311958 | val_loss: 0.0312103 | Time: 1470.3 ms [2021-10-06 08:15:56 main:581] : INFO : Epoch 1917 | loss: 0.0311983 | val_loss: 0.0312088 | Time: 1444.93 ms [2021-10-06 08:15:58 main:581] : INFO : Epoch 1918 | loss: 0.031195 | val_loss: 0.0312085 | Time: 1454.94 ms [2021-10-06 08:15:59 main:581] : INFO : Epoch 1919 | loss: 0.0311942 | val_loss: 0.0312075 | Time: 1434.71 ms [2021-10-06 08:16:00 main:581] : INFO : Epoch 1920 | loss: 0.0311938 | val_loss: 0.0312105 | Time: 1435.41 ms [2021-10-06 08:16:02 main:581] : INFO : Epoch 1921 | loss: 0.0311939 | val_loss: 0.0312077 | Time: 1457 ms [2021-10-06 08:16:03 main:581] : INFO : Epoch 1922 | loss: 0.0311939 | val_loss: 0.0312077 | Time: 1453.89 ms [2021-10-06 08:16:05 main:581] : INFO : Epoch 1923 | loss: 0.0311935 | val_loss: 0.031208 | Time: 1470.33 ms [2021-10-06 08:16:06 main:581] : INFO : Epoch 1924 | loss: 0.0311929 | val_loss: 0.0312095 | Time: 1497.64 ms [2021-10-06 08:16:08 main:581] : INFO : Epoch 1925 | loss: 0.031194 | val_loss: 0.0312104 | Time: 1465.08 ms [2021-10-06 08:16:09 main:581] : INFO : Epoch 1926 | loss: 0.031196 | val_loss: 0.031208 | Time: 1460.34 ms [2021-10-06 08:16:11 main:581] : INFO : Epoch 1927 | loss: 0.0311957 | val_loss: 0.0312086 | Time: 1502.72 ms [2021-10-06 08:16:12 main:581] : INFO : Epoch 1928 | loss: 0.031195 | val_loss: 0.0312088 | Time: 1466.62 ms [2021-10-06 08:16:14 main:581] : INFO : Epoch 1929 | loss: 0.0311947 | val_loss: 0.0312072 | Time: 1457.52 ms [2021-10-06 08:16:15 main:581] : INFO : Epoch 1930 | loss: 0.0311952 | val_loss: 0.0312183 | Time: 1456.66 ms [2021-10-06 08:16:17 main:581] : INFO : Epoch 1931 | loss: 0.0312103 | val_loss: 0.0312146 | Time: 1455.46 ms [2021-10-06 08:16:18 main:581] : INFO : Epoch 1932 | loss: 0.0312069 | val_loss: 0.0312104 | Time: 1467.22 ms [2021-10-06 08:16:19 main:581] : INFO : Epoch 1933 | loss: 0.031206 | val_loss: 0.0312102 | Time: 1474.93 ms [2021-10-06 08:16:21 main:581] : INFO : Epoch 1934 | loss: 0.0312054 | val_loss: 0.0312093 | Time: 1457.76 ms [2021-10-06 08:16:22 main:581] : INFO : Epoch 1935 | loss: 0.031204 | val_loss: 0.0312107 | Time: 1450.66 ms [2021-10-06 08:16:24 main:581] : INFO : Epoch 1936 | loss: 0.0312018 | val_loss: 0.0312102 | Time: 1439.81 ms [2021-10-06 08:16:25 main:581] : INFO : Epoch 1937 | loss: 0.0312004 | val_loss: 0.0312093 | Time: 1430.84 ms [2021-10-06 08:16:27 main:581] : INFO : Epoch 1938 | loss: 0.0312004 | val_loss: 0.0312091 | Time: 1449 ms [2021-10-06 08:16:28 main:581] : INFO : Epoch 1939 | loss: 0.0311988 | val_loss: 0.0312106 | Time: 1470.93 ms [2021-10-06 08:16:30 main:581] : INFO : Epoch 1940 | loss: 0.0311979 | val_loss: 0.0312096 | Time: 1461.48 ms [2021-10-06 08:16:31 main:581] : INFO : Epoch 1941 | loss: 0.0311984 | val_loss: 0.0312118 | Time: 1477.69 ms [2021-10-06 08:16:33 main:581] : INFO : Epoch 1942 | loss: 0.0311996 | val_loss: 0.0312114 | Time: 1487.92 ms [2021-10-06 08:16:34 main:581] : INFO : Epoch 1943 | loss: 0.0311985 | val_loss: 0.031209 | Time: 1482.33 ms [2021-10-06 08:16:36 main:581] : INFO : Epoch 1944 | loss: 0.0311997 | val_loss: 0.0312082 | Time: 1470.82 ms [2021-10-06 08:16:37 main:581] : INFO : Epoch 1945 | loss: 0.0312004 | val_loss: 0.0312059 | Time: 1496.56 ms [2021-10-06 08:16:39 main:581] : INFO : Epoch 1946 | loss: 0.0312032 | val_loss: 0.031213 | Time: 1461.49 ms [2021-10-06 08:16:40 main:581] : INFO : Epoch 1947 | loss: 0.0312002 | val_loss: 0.0312083 | Time: 1458.44 ms [2021-10-06 08:16:41 main:581] : INFO : Epoch 1948 | loss: 0.0311986 | val_loss: 0.0312068 | Time: 1486.91 ms [2021-10-06 08:16:43 main:581] : INFO : Epoch 1949 | loss: 0.0311969 | val_loss: 0.0312061 | Time: 1468.77 ms [2021-10-06 08:16:44 main:581] : INFO : Epoch 1950 | loss: 0.0311959 | val_loss: 0.031207 | Time: 1446.63 ms [2021-10-06 08:16:46 main:581] : INFO : Epoch 1951 | loss: 0.0311979 | val_loss: 0.0312078 | Time: 1468.37 ms [2021-10-06 08:16:47 main:581] : INFO : Epoch 1952 | loss: 0.0311962 | val_loss: 0.0312086 | Time: 1463.45 ms [2021-10-06 08:16:49 main:581] : INFO : Epoch 1953 | loss: 0.0311963 | val_loss: 0.0312078 | Time: 1473.14 ms [2021-10-06 08:16:50 main:581] : INFO : Epoch 1954 | loss: 0.0311955 | val_loss: 0.0312084 | Time: 1463.34 ms [2021-10-06 08:16:52 main:581] : INFO : Epoch 1955 | loss: 0.0311959 | val_loss: 0.0312087 | Time: 1463.63 ms [2021-10-06 08:16:53 main:581] : INFO : Epoch 1956 | loss: 0.0311952 | val_loss: 0.0312067 | Time: 1471.72 ms [2021-10-06 08:16:55 main:581] : INFO : Epoch 1957 | loss: 0.0311945 | val_loss: 0.0312064 | Time: 1472.22 ms [2021-10-06 08:16:56 main:581] : INFO : Epoch 1958 | loss: 0.031195 | val_loss: 0.0312083 | Time: 1467.5 ms [2021-10-06 08:16:58 main:581] : INFO : Epoch 1959 | loss: 0.0311951 | val_loss: 0.0312078 | Time: 1460.47 ms [2021-10-06 08:16:59 main:581] : INFO : Epoch 1960 | loss: 0.0311955 | val_loss: 0.0312062 | Time: 1468.71 ms [2021-10-06 08:17:01 main:581] : INFO : Epoch 1961 | loss: 0.031195 | val_loss: 0.0312076 | Time: 1478.42 ms [2021-10-06 08:17:02 main:581] : INFO : Epoch 1962 | loss: 0.0311953 | val_loss: 0.0312071 | Time: 1485.72 ms [2021-10-06 08:17:03 main:581] : INFO : Epoch 1963 | loss: 0.0311957 | val_loss: 0.0312076 | Time: 1474.1 ms [2021-10-06 08:17:05 main:581] : INFO : Epoch 1964 | loss: 0.031195 | val_loss: 0.0312098 | Time: 1474.8 ms [2021-10-06 08:17:06 main:581] : INFO : Epoch 1965 | loss: 0.0311944 | val_loss: 0.031208 | Time: 1504.52 ms [2021-10-06 08:17:08 main:581] : INFO : Epoch 1966 | loss: 0.0311955 | val_loss: 0.0312144 | Time: 1467.64 ms [2021-10-06 08:17:09 main:581] : INFO : Epoch 1967 | loss: 0.0311974 | val_loss: 0.0312083 | Time: 1459.36 ms [2021-10-06 08:17:11 main:581] : INFO : Epoch 1968 | loss: 0.0311947 | val_loss: 0.0312119 | Time: 1502.18 ms [2021-10-06 08:17:12 main:581] : INFO : Epoch 1969 | loss: 0.0311954 | val_loss: 0.0312081 | Time: 1471.96 ms [2021-10-06 08:17:14 main:581] : INFO : Epoch 1970 | loss: 0.0311983 | val_loss: 0.0312065 | Time: 1486.6 ms [2021-10-06 08:17:15 main:581] : INFO : Epoch 1971 | loss: 0.0311968 | val_loss: 0.0312079 | Time: 1469.92 ms [2021-10-06 08:17:17 main:581] : INFO : Epoch 1972 | loss: 0.0311952 | val_loss: 0.0312143 | Time: 1467.96 ms [2021-10-06 08:17:18 main:581] : INFO : Epoch 1973 | loss: 0.0311966 | val_loss: 0.0312104 | Time: 1479.64 ms [2021-10-06 08:17:20 main:581] : INFO : Epoch 1974 | loss: 0.0311948 | val_loss: 0.0312076 | Time: 1470.08 ms [2021-10-06 08:17:21 main:581] : INFO : Epoch 1975 | loss: 0.0311931 | val_loss: 0.031208 | Time: 1462.92 ms [2021-10-06 08:17:23 main:581] : INFO : Epoch 1976 | loss: 0.0311938 | val_loss: 0.0312067 | Time: 1478.96 ms [2021-10-06 08:17:24 main:581] : INFO : Epoch 1977 | loss: 0.0311931 | val_loss: 0.0312082 | Time: 1475.44 ms [2021-10-06 08:17:26 main:581] : INFO : Epoch 1978 | loss: 0.0311946 | val_loss: 0.031209 | Time: 1493.1 ms [2021-10-06 08:17:27 main:581] : INFO : Epoch 1979 | loss: 0.0311965 | val_loss: 0.0312094 | Time: 1473.81 ms [2021-10-06 08:17:29 main:581] : INFO : Epoch 1980 | loss: 0.0311969 | val_loss: 0.0312132 | Time: 1495.3 ms [2021-10-06 08:17:30 main:581] : INFO : Epoch 1981 | loss: 0.0311968 | val_loss: 0.0312127 | Time: 1475.5 ms [2021-10-06 08:17:32 main:581] : INFO : Epoch 1982 | loss: 0.0311979 | val_loss: 0.031213 | Time: 1507.18 ms [2021-10-06 08:17:33 main:581] : INFO : Epoch 1983 | loss: 0.0311964 | val_loss: 0.0312161 | Time: 1476.1 ms [2021-10-06 08:17:35 main:581] : INFO : Epoch 1984 | loss: 0.031198 | val_loss: 0.0312088 | Time: 1472.13 ms [2021-10-06 08:17:36 main:581] : INFO : Epoch 1985 | loss: 0.0311943 | val_loss: 0.0312084 | Time: 1473.32 ms [2021-10-06 08:17:38 main:581] : INFO : Epoch 1986 | loss: 0.031194 | val_loss: 0.0312084 | Time: 1488.15 ms [2021-10-06 08:17:39 main:581] : INFO : Epoch 1987 | loss: 0.0311936 | val_loss: 0.0312066 | Time: 1471.1 ms [2021-10-06 08:17:40 main:581] : INFO : Epoch 1988 | loss: 0.0311934 | val_loss: 0.0312075 | Time: 1444.36 ms [2021-10-06 08:17:42 main:581] : INFO : Epoch 1989 | loss: 0.0311927 | val_loss: 0.0312075 | Time: 1461.51 ms [2021-10-06 08:17:43 main:581] : INFO : Epoch 1990 | loss: 0.0311932 | val_loss: 0.0312075 | Time: 1445.22 ms [2021-10-06 08:17:45 main:581] : INFO : Epoch 1991 | loss: 0.0311932 | val_loss: 0.0312078 | Time: 1448.28 ms [2021-10-06 08:17:46 main:581] : INFO : Epoch 1992 | loss: 0.0311934 | val_loss: 0.0312062 | Time: 1455.56 ms [2021-10-06 08:17:48 main:581] : INFO : Epoch 1993 | loss: 0.0311923 | val_loss: 0.0312079 | Time: 1445.02 ms [2021-10-06 08:17:49 main:581] : INFO : Epoch 1994 | loss: 0.0311931 | val_loss: 0.031208 | Time: 1472.72 ms [2021-10-06 08:17:51 main:581] : INFO : Epoch 1995 | loss: 0.0311931 | val_loss: 0.0312081 | Time: 1490.28 ms [2021-10-06 08:17:52 main:581] : INFO : Epoch 1996 | loss: 0.0311931 | val_loss: 0.0312105 | Time: 1483.75 ms [2021-10-06 08:17:54 main:581] : INFO : Epoch 1997 | loss: 0.0311931 | val_loss: 0.0312086 | Time: 1470.61 ms [2021-10-06 08:17:55 main:581] : INFO : Epoch 1998 | loss: 0.031193 | val_loss: 0.0312071 | Time: 1457.69 ms [2021-10-06 08:17:57 main:581] : INFO : Epoch 1999 | loss: 0.0311935 | val_loss: 0.0312058 | Time: 1512 ms [2021-10-06 08:17:58 main:581] : INFO : Epoch 2000 | loss: 0.0311934 | val_loss: 0.0312088 | Time: 1481.77 ms [2021-10-06 08:18:00 main:581] : INFO : Epoch 2001 | loss: 0.0311927 | val_loss: 0.0312074 | Time: 1479.57 ms [2021-10-06 08:18:01 main:581] : INFO : Epoch 2002 | loss: 0.0311949 | val_loss: 0.0312125 | Time: 1471.38 ms [2021-10-06 08:18:02 main:581] : INFO : Epoch 2003 | loss: 0.0311949 | val_loss: 0.0312083 | Time: 1474.42 ms [2021-10-06 08:18:04 main:581] : INFO : Epoch 2004 | loss: 0.0311942 | val_loss: 0.0312087 | Time: 1468.47 ms [2021-10-06 08:18:05 main:581] : INFO : Epoch 2005 | loss: 0.0311934 | val_loss: 0.0312078 | Time: 1491.94 ms [2021-10-06 08:18:07 main:581] : INFO : Epoch 2006 | loss: 0.031193 | val_loss: 0.0312071 | Time: 1445.85 ms [2021-10-06 08:18:08 main:581] : INFO : Epoch 2007 | loss: 0.0311925 | val_loss: 0.031207 | Time: 1461.5 ms [2021-10-06 08:18:10 main:581] : INFO : Epoch 2008 | loss: 0.0311954 | val_loss: 0.0312121 | Time: 1464.53 ms [2021-10-06 08:18:11 main:581] : INFO : Epoch 2009 | loss: 0.0311938 | val_loss: 0.0312118 | Time: 1465.22 ms [2021-10-06 08:18:13 main:581] : INFO : Epoch 2010 | loss: 0.0312054 | val_loss: 0.0312146 | Time: 1468.96 ms [2021-10-06 08:18:14 main:581] : INFO : Epoch 2011 | loss: 0.03121 | val_loss: 0.0312132 | Time: 1453.16 ms [2021-10-06 08:18:16 main:581] : INFO : Epoch 2012 | loss: 0.0312108 | val_loss: 0.0312123 | Time: 1467.27 ms [2021-10-06 08:18:17 main:581] : INFO : Epoch 2013 | loss: 0.0312116 | val_loss: 0.0312158 | Time: 1495.47 ms [2021-10-06 08:18:19 main:581] : INFO : Epoch 2014 | loss: 0.0312121 | val_loss: 0.0312124 | Time: 1477.35 ms [2021-10-06 08:18:20 main:581] : INFO : Epoch 2015 | loss: 0.0312094 | val_loss: 0.0312124 | Time: 1467.49 ms [2021-10-06 08:18:22 main:581] : INFO : Epoch 2016 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 1459.22 ms [2021-10-06 08:18:23 main:581] : INFO : Epoch 2017 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 1487.82 ms [2021-10-06 08:18:25 main:581] : INFO : Epoch 2018 | loss: 0.0312067 | val_loss: 0.0312104 | Time: 1448.23 ms [2021-10-06 08:18:26 main:581] : INFO : Epoch 2019 | loss: 0.0312065 | val_loss: 0.0312099 | Time: 1463.98 ms [2021-10-06 08:18:27 main:581] : INFO : Epoch 2020 | loss: 0.0312073 | val_loss: 0.0312153 | Time: 1468.79 ms [2021-10-06 08:18:29 main:581] : INFO : Epoch 2021 | loss: 0.0312134 | val_loss: 0.0313138 | Time: 1477.38 ms [2021-10-06 08:18:30 main:581] : INFO : Epoch 2022 | loss: 0.0334922 | val_loss: 0.0398288 | Time: 1477.53 ms [2021-10-06 08:18:32 main:581] : INFO : Epoch 2023 | loss: 0.0329503 | val_loss: 0.0315722 | Time: 1484.52 ms [2021-10-06 08:18:33 main:581] : INFO : Epoch 2024 | loss: 0.031424 | val_loss: 0.0312921 | Time: 1496.39 ms [2021-10-06 08:18:35 main:581] : INFO : Epoch 2025 | loss: 0.031264 | val_loss: 0.0312457 | Time: 1471.51 ms [2021-10-06 08:18:36 main:581] : INFO : Epoch 2026 | loss: 0.031234 | val_loss: 0.0312272 | Time: 1454.1 ms [2021-10-06 08:18:38 main:581] : INFO : Epoch 2027 | loss: 0.0312252 | val_loss: 0.031226 | Time: 1474.2 ms [2021-10-06 08:18:39 main:581] : INFO : Epoch 2028 | loss: 0.0312222 | val_loss: 0.0312218 | Time: 1471.91 ms [2021-10-06 08:18:41 main:581] : INFO : Epoch 2029 | loss: 0.0312207 | val_loss: 0.0312195 | Time: 1455.75 ms [2021-10-06 08:18:42 main:581] : INFO : Epoch 2030 | loss: 0.0312194 | val_loss: 0.0312196 | Time: 1452.91 ms [2021-10-06 08:18:44 main:581] : INFO : Epoch 2031 | loss: 0.0312186 | val_loss: 0.0312175 | Time: 1428.07 ms [2021-10-06 08:18:45 main:581] : INFO : Epoch 2032 | loss: 0.0312175 | val_loss: 0.0312164 | Time: 1455.33 ms [2021-10-06 08:18:47 main:581] : INFO : Epoch 2033 | loss: 0.0312164 | val_loss: 0.0312153 | Time: 1461.57 ms [2021-10-06 08:18:48 main:581] : INFO : Epoch 2034 | loss: 0.0312157 | val_loss: 0.0312149 | Time: 1474.43 ms [2021-10-06 08:18:49 main:581] : INFO : Epoch 2035 | loss: 0.0312148 | val_loss: 0.0312143 | Time: 1467.88 ms [2021-10-06 08:18:51 main:581] : INFO : Epoch 2036 | loss: 0.0312147 | val_loss: 0.0312139 | Time: 1466.28 ms [2021-10-06 08:18:52 main:581] : INFO : Epoch 2037 | loss: 0.0312138 | val_loss: 0.0312136 | Time: 1465.42 ms [2021-10-06 08:18:54 main:581] : INFO : Epoch 2038 | loss: 0.0312136 | val_loss: 0.0312128 | Time: 1453.39 ms [2021-10-06 08:18:55 main:581] : INFO : Epoch 2039 | loss: 0.0312131 | val_loss: 0.031214 | Time: 1466.54 ms [2021-10-06 08:18:57 main:581] : INFO : Epoch 2040 | loss: 0.0312129 | val_loss: 0.0312119 | Time: 1479.46 ms [2021-10-06 08:18:58 main:581] : INFO : Epoch 2041 | loss: 0.0312118 | val_loss: 0.0312115 | Time: 1467.32 ms [2021-10-06 08:19:00 main:581] : INFO : Epoch 2042 | loss: 0.0312117 | val_loss: 0.0312113 | Time: 1456.95 ms [2021-10-06 08:19:01 main:581] : INFO : Epoch 2043 | loss: 0.0312122 | val_loss: 0.0312119 | Time: 1448.67 ms [2021-10-06 08:19:03 main:581] : INFO : Epoch 2044 | loss: 0.0312117 | val_loss: 0.0312103 | Time: 1458.67 ms [2021-10-06 08:19:04 main:581] : INFO : Epoch 2045 | loss: 0.0312111 | val_loss: 0.0312095 | Time: 1446.25 ms [2021-10-06 08:19:06 main:581] : INFO : Epoch 2046 | loss: 0.0312097 | val_loss: 0.0312093 | Time: 1483.09 ms [2021-10-06 08:19:07 main:581] : INFO : Epoch 2047 | loss: 0.0312095 | val_loss: 0.031209 | Time: 1489.41 ms [2021-10-06 08:19:08 main:581] : INFO : Epoch 2048 | loss: 0.0312085 | val_loss: 0.0312083 | Time: 1471.48 ms [2021-10-06 08:19:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312083 [2021-10-06 08:19:08 main:610] : INFO : Saving end state to config to file [2021-10-06 08:19:09 main:615] : INFO : Success, exiting.. 08:19:09 (2177305): 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)