Task 7864489
| Name | ParityModified-1631730375-25333-1_2 |
| Workunit | 5219302 |
| Created | 6 Oct 2021, 16:39:55 UTC |
| Sent | 6 Oct 2021, 16:41:33 UTC |
| Report deadline | 13 Oct 2021, 16:41:33 UTC |
| Received | 7 Oct 2021, 6:49:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 49 min 49 sec |
| CPU time | 49 min 44 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> :36:26 main:581] : INFO : Epoch 1538 | loss: 0.031213 | val_loss: 0.0312197 | Time: 1447.98 ms [2021-10-07 02:36:28 main:581] : INFO : Epoch 1539 | loss: 0.0312117 | val_loss: 0.0312199 | Time: 1462.7 ms [2021-10-07 02:36:29 main:581] : INFO : Epoch 1540 | loss: 0.0312118 | val_loss: 0.0312172 | Time: 1445.94 ms [2021-10-07 02:36:31 main:581] : INFO : Epoch 1541 | loss: 0.0312148 | val_loss: 0.03122 | Time: 1469.22 ms [2021-10-07 02:36:32 main:581] : INFO : Epoch 1542 | loss: 0.0312116 | val_loss: 0.0312172 | Time: 1454.64 ms [2021-10-07 02:36:34 main:581] : INFO : Epoch 1543 | loss: 0.0312096 | val_loss: 0.0312188 | Time: 1449.61 ms [2021-10-07 02:36:35 main:581] : INFO : Epoch 1544 | loss: 0.0312102 | val_loss: 0.0312183 | Time: 1443.56 ms [2021-10-07 02:36:36 main:581] : INFO : Epoch 1545 | loss: 0.0312116 | val_loss: 0.0312234 | Time: 1419.76 ms [2021-10-07 02:36:38 main:581] : INFO : Epoch 1546 | loss: 0.0312086 | val_loss: 0.0312252 | Time: 1435.26 ms [2021-10-07 02:36:39 main:581] : INFO : Epoch 1547 | loss: 0.0312122 | val_loss: 0.0312197 | Time: 1446.14 ms [2021-10-07 02:36:41 main:581] : INFO : Epoch 1548 | loss: 0.0312093 | val_loss: 0.0312248 | Time: 1448.58 ms [2021-10-07 02:36:42 main:581] : INFO : Epoch 1549 | loss: 0.0312106 | val_loss: 0.0312196 | Time: 1430.37 ms [2021-10-07 02:36:44 main:581] : INFO : Epoch 1550 | loss: 0.0312088 | val_loss: 0.0312179 | Time: 1437.36 ms [2021-10-07 02:36:45 main:581] : INFO : Epoch 1551 | loss: 0.0312068 | val_loss: 0.0312189 | Time: 1431.87 ms [2021-10-07 02:36:47 main:581] : INFO : Epoch 1552 | loss: 0.0312074 | val_loss: 0.0312208 | Time: 1436.91 ms [2021-10-07 02:36:48 main:581] : INFO : Epoch 1553 | loss: 0.0312082 | val_loss: 0.0312198 | Time: 1469.73 ms [2021-10-07 02:36:49 main:581] : INFO : Epoch 1554 | loss: 0.0312091 | val_loss: 0.0312312 | Time: 1459.94 ms [2021-10-07 02:36:51 main:581] : INFO : Epoch 1555 | loss: 0.0312063 | val_loss: 0.0312209 | Time: 1436.26 ms [2021-10-07 02:36:52 main:581] : INFO : Epoch 1556 | loss: 0.0312058 | val_loss: 0.0312209 | Time: 1428.58 ms [2021-10-07 02:36:54 main:581] : INFO : Epoch 1557 | loss: 0.0312057 | val_loss: 0.0312198 | Time: 1432.35 ms [2021-10-07 02:36:55 main:581] : INFO : Epoch 1558 | loss: 0.0312078 | val_loss: 0.031222 | Time: 1452.89 ms [2021-10-07 02:36:57 main:581] : INFO : Epoch 1559 | loss: 0.0312094 | val_loss: 0.0312223 | Time: 1462.53 ms [2021-10-07 02:36:58 main:581] : INFO : Epoch 1560 | loss: 0.0312069 | val_loss: 0.0312272 | Time: 1444.46 ms [2021-10-07 02:37:00 main:581] : INFO : Epoch 1561 | loss: 0.0312065 | val_loss: 0.0312209 | Time: 1459.26 ms [2021-10-07 02:37:01 main:581] : INFO : Epoch 1562 | loss: 0.0312051 | val_loss: 0.0312198 | Time: 1485.45 ms [2021-10-07 02:37:03 main:581] : INFO : Epoch 1563 | loss: 0.0312042 | val_loss: 0.0312173 | Time: 1452.49 ms [2021-10-07 02:37:04 main:581] : INFO : Epoch 1564 | loss: 0.0312042 | val_loss: 0.0312231 | Time: 1475.93 ms [2021-10-07 02:37:05 main:581] : INFO : Epoch 1565 | loss: 0.0312076 | val_loss: 0.0312226 | Time: 1444.8 ms [2021-10-07 02:37:07 main:581] : INFO : Epoch 1566 | loss: 0.0312104 | val_loss: 0.0312171 | Time: 1428.47 ms [2021-10-07 02:37:08 main:581] : INFO : Epoch 1567 | loss: 0.0312078 | val_loss: 0.0312159 | Time: 1455.73 ms [2021-10-07 02:37:10 main:581] : INFO : Epoch 1568 | loss: 0.0312074 | val_loss: 0.0312197 | Time: 1454.55 ms [2021-10-07 02:37:11 main:581] : INFO : Epoch 1569 | loss: 0.0312073 | val_loss: 0.0312134 | Time: 1444.4 ms [2021-10-07 02:37:13 main:581] : INFO : Epoch 1570 | loss: 0.031208 | val_loss: 0.0312133 | Time: 1467.08 ms [2021-10-07 02:37:14 main:581] : INFO : Epoch 1571 | loss: 0.0312087 | val_loss: 0.0312136 | Time: 1430.23 ms [2021-10-07 02:37:16 main:581] : INFO : Epoch 1572 | loss: 0.0312082 | val_loss: 0.0312144 | Time: 1435.96 ms [2021-10-07 02:37:17 main:581] : INFO : Epoch 1573 | loss: 0.0312073 | val_loss: 0.0312171 | Time: 1443.55 ms [2021-10-07 02:37:18 main:581] : INFO : Epoch 1574 | loss: 0.0312073 | val_loss: 0.0312146 | Time: 1445.23 ms [2021-10-07 02:37:20 main:581] : INFO : Epoch 1575 | loss: 0.0312038 | val_loss: 0.031215 | Time: 1442.77 ms [2021-10-07 02:37:21 main:581] : INFO : Epoch 1576 | loss: 0.0312038 | val_loss: 0.0312131 | Time: 1444.35 ms [2021-10-07 02:37:23 main:581] : INFO : Epoch 1577 | loss: 0.0312058 | val_loss: 0.0312159 | Time: 1466.83 ms [2021-10-07 02:37:24 main:581] : INFO : Epoch 1578 | loss: 0.0312059 | val_loss: 0.0312205 | Time: 1456.18 ms [2021-10-07 02:37:26 main:581] : INFO : Epoch 1579 | loss: 0.031203 | val_loss: 0.0312114 | Time: 1441.68 ms [2021-10-07 02:37:27 main:581] : INFO : Epoch 1580 | loss: 0.031203 | val_loss: 0.031214 | Time: 1411.35 ms [2021-10-07 02:37:29 main:581] : INFO : Epoch 1581 | loss: 0.0312046 | val_loss: 0.0312128 | Time: 1424.52 ms [2021-10-07 02:37:30 main:581] : INFO : Epoch 1582 | loss: 0.031207 | val_loss: 0.0312134 | Time: 1471.93 ms [2021-10-07 02:37:31 main:581] : INFO : Epoch 1583 | loss: 0.0312032 | val_loss: 0.0312109 | Time: 1471.22 ms [2021-10-07 02:37:33 main:581] : INFO : Epoch 1584 | loss: 0.0312032 | val_loss: 0.0312091 | Time: 1465.23 ms [2021-10-07 02:37:34 main:581] : INFO : Epoch 1585 | loss: 0.0312015 | val_loss: 0.0312097 | Time: 1470.8 ms [2021-10-07 02:37:36 main:581] : INFO : Epoch 1586 | loss: 0.0312 | val_loss: 0.0312101 | Time: 1447.81 ms [2021-10-07 02:37:37 main:581] : INFO : Epoch 1587 | loss: 0.0312005 | val_loss: 0.0312116 | Time: 1428.33 ms [2021-10-07 02:37:39 main:581] : INFO : Epoch 1588 | loss: 0.0312006 | val_loss: 0.0312106 | Time: 1438.82 ms [2021-10-07 02:37:40 main:581] : INFO : Epoch 1589 | loss: 0.0311996 | val_loss: 0.031213 | Time: 1444.83 ms [2021-10-07 02:37:42 main:581] : INFO : Epoch 1590 | loss: 0.0311988 | val_loss: 0.031213 | Time: 1448.51 ms [2021-10-07 02:37:43 main:581] : INFO : Epoch 1591 | loss: 0.0311996 | val_loss: 0.0312123 | Time: 1470.66 ms [2021-10-07 02:37:45 main:581] : INFO : Epoch 1592 | loss: 0.0311986 | val_loss: 0.0312147 | Time: 1468.24 ms [2021-10-07 02:37:46 main:581] : INFO : Epoch 1593 | loss: 0.0312002 | val_loss: 0.0312198 | Time: 1446.48 ms [2021-10-07 02:37:47 main:581] : INFO : Epoch 1594 | loss: 0.0311989 | val_loss: 0.0312136 | Time: 1417.95 ms [2021-10-07 02:37:49 main:581] : INFO : Epoch 1595 | loss: 0.0311998 | val_loss: 0.0312192 | Time: 1456.38 ms [2021-10-07 02:37:50 main:581] : INFO : Epoch 1596 | loss: 0.0311976 | val_loss: 0.0312147 | Time: 1429.95 ms [2021-10-07 02:37:52 main:581] : INFO : Epoch 1597 | loss: 0.0312023 | val_loss: 0.0312211 | Time: 1432.83 ms [2021-10-07 02:37:53 main:581] : INFO : Epoch 1598 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 1437.29 ms [2021-10-07 02:37:55 main:581] : INFO : Epoch 1599 | loss: 0.0312031 | val_loss: 0.0312087 | Time: 1450.2 ms [2021-10-07 02:37:56 main:581] : INFO : Epoch 1600 | loss: 0.0312038 | val_loss: 0.0312101 | Time: 1459.65 ms [2021-10-07 02:37:58 main:581] : INFO : Epoch 1601 | loss: 0.0312012 | val_loss: 0.0312072 | Time: 1440.24 ms [2021-10-07 02:37:59 main:581] : INFO : Epoch 1602 | loss: 0.0312037 | val_loss: 0.0312162 | Time: 1448.62 ms [2021-10-07 02:38:00 main:581] : INFO : Epoch 1603 | loss: 0.0312003 | val_loss: 0.0312099 | Time: 1469.96 ms [2021-10-07 02:38:02 main:581] : INFO : Epoch 1604 | loss: 0.0312004 | val_loss: 0.0312078 | Time: 1464.5 ms [2021-10-07 02:38:03 main:581] : INFO : Epoch 1605 | loss: 0.0312034 | val_loss: 0.0312108 | Time: 1486.91 ms [2021-10-07 02:38:05 main:581] : INFO : Epoch 1606 | loss: 0.0312012 | val_loss: 0.0312064 | Time: 1502.33 ms [2021-10-07 02:38:06 main:581] : INFO : Epoch 1607 | loss: 0.0311984 | val_loss: 0.0312073 | Time: 1444.14 ms [2021-10-07 02:38:08 main:581] : INFO : Epoch 1608 | loss: 0.0311968 | val_loss: 0.0312076 | Time: 1449.67 ms [2021-10-07 02:38:09 main:581] : INFO : Epoch 1609 | loss: 0.0311972 | val_loss: 0.0312055 | Time: 1455.36 ms [2021-10-07 02:38:11 main:581] : INFO : Epoch 1610 | loss: 0.0311967 | val_loss: 0.0312081 | Time: 1472.02 ms [2021-10-07 02:38:12 main:581] : INFO : Epoch 1611 | loss: 0.0312018 | val_loss: 0.031205 | Time: 1461.39 ms [2021-10-07 02:38:14 main:581] : INFO : Epoch 1612 | loss: 0.0312014 | val_loss: 0.0312063 | Time: 1480.97 ms [2021-10-07 02:38:15 main:581] : INFO : Epoch 1613 | loss: 0.0312015 | val_loss: 0.031204 | Time: 1457.63 ms [2021-10-07 02:38:17 main:581] : INFO : Epoch 1614 | loss: 0.0311998 | val_loss: 0.0312054 | Time: 1457.01 ms [2021-10-07 02:38:18 main:581] : INFO : Epoch 1615 | loss: 0.0312007 | val_loss: 0.0312039 | Time: 1459.64 ms [2021-10-07 02:38:20 main:581] : INFO : Epoch 1616 | loss: 0.0312001 | val_loss: 0.0312035 | Time: 1479.61 ms [2021-10-07 02:38:21 main:581] : INFO : Epoch 1617 | loss: 0.0311985 | val_loss: 0.0312079 | Time: 1466.84 ms [2021-10-07 02:38:22 main:581] : INFO : Epoch 1618 | loss: 0.0311992 | val_loss: 0.0312087 | Time: 1472.03 ms [2021-10-07 02:38:24 main:581] : INFO : Epoch 1619 | loss: 0.0311979 | val_loss: 0.0312052 | Time: 1477.35 ms [2021-10-07 02:38:25 main:581] : INFO : Epoch 1620 | loss: 0.0311999 | val_loss: 0.031206 | Time: 1487.94 ms [2021-10-07 02:38:27 main:581] : INFO : Epoch 1621 | loss: 0.0311961 | val_loss: 0.031207 | Time: 1463.55 ms [2021-10-07 02:38:28 main:581] : INFO : Epoch 1622 | loss: 0.0311973 | val_loss: 0.0312033 | Time: 1486.39 ms [2021-10-07 02:38:30 main:581] : INFO : Epoch 1623 | loss: 0.0311947 | val_loss: 0.0312064 | Time: 1464.86 ms [2021-10-07 02:38:31 main:581] : INFO : Epoch 1624 | loss: 0.0311963 | val_loss: 0.0312037 | Time: 1480.76 ms [2021-10-07 02:38:33 main:581] : INFO : Epoch 1625 | loss: 0.0311958 | val_loss: 0.0312051 | Time: 1455.02 ms [2021-10-07 02:38:34 main:581] : INFO : Epoch 1626 | loss: 0.0311977 | val_loss: 0.0312131 | Time: 1460.44 ms [2021-10-07 02:38:36 main:581] : INFO : Epoch 1627 | loss: 0.0311956 | val_loss: 0.0312037 | Time: 1444.79 ms [2021-10-07 02:38:37 main:581] : INFO : Epoch 1628 | loss: 0.0311935 | val_loss: 0.0312036 | Time: 1445.99 ms [2021-10-07 02:38:39 main:581] : INFO : Epoch 1629 | loss: 0.0311951 | val_loss: 0.0312033 | Time: 1424.37 ms [2021-10-07 02:38:40 main:581] : INFO : Epoch 1630 | loss: 0.0311924 | val_loss: 0.0312072 | Time: 1455.03 ms [2021-10-07 02:38:41 main:581] : INFO : Epoch 1631 | loss: 0.0311928 | val_loss: 0.0312057 | Time: 1457.2 ms [2021-10-07 02:38:43 main:581] : INFO : Epoch 1632 | loss: 0.0311921 | val_loss: 0.0312079 | Time: 1462.16 ms [2021-10-07 02:38:44 main:581] : INFO : Epoch 1633 | loss: 0.0311924 | val_loss: 0.0312028 | Time: 1471.8 ms [2021-10-07 02:38:46 main:581] : INFO : Epoch 1634 | loss: 0.0311926 | val_loss: 0.0312051 | Time: 1445.98 ms [2021-10-07 02:38:47 main:581] : INFO : Epoch 1635 | loss: 0.031193 | val_loss: 0.0312012 | Time: 1421.37 ms [2021-10-07 02:38:49 main:581] : INFO : Epoch 1636 | loss: 0.031193 | val_loss: 0.0312074 | Time: 1437.37 ms [2021-10-07 02:38:50 main:581] : INFO : Epoch 1637 | loss: 0.031194 | val_loss: 0.0312058 | Time: 1446.23 ms [2021-10-07 02:38:52 main:581] : INFO : Epoch 1638 | loss: 0.0311964 | val_loss: 0.0312031 | Time: 1463.4 ms [2021-10-07 02:38:53 main:581] : INFO : Epoch 1639 | loss: 0.0311971 | val_loss: 0.0312016 | Time: 1451.89 ms [2021-10-07 02:38:55 main:581] : INFO : Epoch 1640 | loss: 0.0311961 | val_loss: 0.0312066 | Time: 1467.69 ms [2021-10-07 02:38:56 main:581] : INFO : Epoch 1641 | loss: 0.0311951 | val_loss: 0.0312015 | Time: 1451.34 ms [2021-10-07 02:38:57 main:581] : INFO : Epoch 1642 | loss: 0.0311943 | val_loss: 0.0312062 | Time: 1481.38 ms [2021-10-07 02:38:59 main:581] : INFO : Epoch 1643 | loss: 0.0311947 | val_loss: 0.0312021 | Time: 1435.52 ms [2021-10-07 02:39:00 main:581] : INFO : Epoch 1644 | loss: 0.031195 | val_loss: 0.0312029 | Time: 1473.39 ms [2021-10-07 02:39:02 main:581] : INFO : Epoch 1645 | loss: 0.0311948 | val_loss: 0.0312096 | Time: 1433.09 ms [2021-10-07 02:39:03 main:581] : INFO : Epoch 1646 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 1450.75 ms [2021-10-07 02:39:05 main:581] : INFO : Epoch 1647 | loss: 0.0311951 | val_loss: 0.0311993 | Time: 1448.39 ms [2021-10-07 02:39:06 main:581] : INFO : Epoch 1648 | loss: 0.0311973 | val_loss: 0.0312023 | Time: 1433.03 ms [2021-10-07 02:39:08 main:581] : INFO : Epoch 1649 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 1437.69 ms [2021-10-07 02:39:09 main:581] : INFO : Epoch 1650 | loss: 0.031197 | val_loss: 0.0312011 | Time: 1458.62 ms [2021-10-07 02:39:10 main:581] : INFO : Epoch 1651 | loss: 0.031197 | val_loss: 0.0312009 | Time: 1445.31 ms [2021-10-07 02:39:12 main:581] : INFO : Epoch 1652 | loss: 0.031196 | val_loss: 0.0311999 | Time: 1458.64 ms [2021-10-07 02:39:13 main:581] : INFO : Epoch 1653 | loss: 0.0311951 | val_loss: 0.0312002 | Time: 1478.12 ms [2021-10-07 02:39:15 main:581] : INFO : Epoch 1654 | loss: 0.0311948 | val_loss: 0.0312011 | Time: 1458.28 ms [2021-10-07 02:39:16 main:581] : INFO : Epoch 1655 | loss: 0.0311939 | val_loss: 0.0312008 | Time: 1472.63 ms [2021-10-07 02:39:18 main:581] : INFO : Epoch 1656 | loss: 0.0311944 | val_loss: 0.0312007 | Time: 1471.66 ms [2021-10-07 02:39:19 main:581] : INFO : Epoch 1657 | loss: 0.0311923 | val_loss: 0.031204 | Time: 1465.94 ms [2021-10-07 02:39:21 main:581] : INFO : Epoch 1658 | loss: 0.0311929 | val_loss: 0.0312012 | Time: 1451.53 ms [2021-10-07 02:39:22 main:581] : INFO : Epoch 1659 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 1457.86 ms [2021-10-07 02:39:24 main:581] : INFO : Epoch 1660 | loss: 0.0311898 | val_loss: 0.0312023 | Time: 1436.15 ms [2021-10-07 02:39:25 main:581] : INFO : Epoch 1661 | loss: 0.0311902 | val_loss: 0.0311998 | Time: 1425.3 ms [2021-10-07 02:39:26 main:581] : INFO : Epoch 1662 | loss: 0.0311886 | val_loss: 0.0312051 | Time: 1428.87 ms [2021-10-07 02:39:28 main:581] : INFO : Epoch 1663 | loss: 0.0311936 | val_loss: 0.0312075 | Time: 1438.6 ms [2021-10-07 02:39:29 main:581] : INFO : Epoch 1664 | loss: 0.0311938 | val_loss: 0.0312019 | Time: 1460.15 ms [2021-10-07 02:39:31 main:581] : INFO : Epoch 1665 | loss: 0.0311898 | val_loss: 0.0312083 | Time: 1463.81 ms [2021-10-07 02:39:32 main:581] : INFO : Epoch 1666 | loss: 0.0311905 | val_loss: 0.0312 | Time: 1439.27 ms [2021-10-07 02:39:34 main:581] : INFO : Epoch 1667 | loss: 0.0311919 | val_loss: 0.0312014 | Time: 1488.17 ms [2021-10-07 02:39:35 main:581] : INFO : Epoch 1668 | loss: 0.0311902 | val_loss: 0.0312012 | Time: 1441 ms [2021-10-07 02:39:37 main:581] : INFO : Epoch 1669 | loss: 0.0311894 | val_loss: 0.0312013 | Time: 1461.95 ms [2021-10-07 02:39:38 main:581] : INFO : Epoch 1670 | loss: 0.0311882 | val_loss: 0.0312033 | Time: 1427.96 ms [2021-10-07 02:39:40 main:581] : INFO : Epoch 1671 | loss: 0.0311914 | val_loss: 0.0312041 | Time: 1447.5 ms [2021-10-07 02:39:41 main:581] : INFO : Epoch 1672 | loss: 0.0311948 | val_loss: 0.0312041 | Time: 1456.86 ms [2021-10-07 02:39:42 main:581] : INFO : Epoch 1673 | loss: 0.0311907 | val_loss: 0.0312025 | Time: 1452.24 ms [2021-10-07 02:39:44 main:581] : INFO : Epoch 1674 | loss: 0.0311901 | val_loss: 0.0312003 | Time: 1440.74 ms [2021-10-07 02:39:45 main:581] : INFO : Epoch 1675 | loss: 0.0311897 | val_loss: 0.0312009 | Time: 1455.57 ms [2021-10-07 02:39:47 main:581] : INFO : Epoch 1676 | loss: 0.0311917 | val_loss: 0.0312057 | Time: 1448.87 ms [2021-10-07 02:39:48 main:581] : INFO : Epoch 1677 | loss: 0.0311895 | val_loss: 0.0312013 | Time: 1416.81 ms [2021-10-07 02:39:50 main:581] : INFO : Epoch 1678 | loss: 0.0311958 | val_loss: 0.0311995 | Time: 1448.9 ms [2021-10-07 02:39:51 main:581] : INFO : Epoch 1679 | loss: 0.0311919 | val_loss: 0.0312003 | Time: 1443.23 ms [2021-10-07 02:39:53 main:581] : INFO : Epoch 1680 | loss: 0.0311908 | val_loss: 0.0311974 | Time: 1461.88 ms [2021-10-07 02:39:54 main:581] : INFO : Epoch 1681 | loss: 0.0311906 | val_loss: 0.0311981 | Time: 1481.12 ms [2021-10-07 02:39:56 main:581] : INFO : Epoch 1682 | loss: 0.0311916 | val_loss: 0.0312057 | Time: 1455.5 ms [2021-10-07 02:39:57 main:581] : INFO : Epoch 1683 | loss: 0.0311894 | val_loss: 0.0311977 | Time: 1441.59 ms [2021-10-07 02:39:58 main:581] : INFO : Epoch 1684 | loss: 0.0311875 | val_loss: 0.0312 | Time: 1447.03 ms [2021-10-07 02:40:00 main:581] : INFO : Epoch 1685 | loss: 0.0311882 | val_loss: 0.0312064 | Time: 1443.09 ms [2021-10-07 02:40:01 main:581] : INFO : Epoch 1686 | loss: 0.0311879 | val_loss: 0.0311989 | Time: 1458.99 ms [2021-10-07 02:40:03 main:581] : INFO : Epoch 1687 | loss: 0.0311885 | val_loss: 0.0312011 | Time: 1459.13 ms [2021-10-07 02:40:04 main:581] : INFO : Epoch 1688 | loss: 0.0311882 | val_loss: 0.0311985 | Time: 1446.79 ms [2021-10-07 02:40:06 main:581] : INFO : Epoch 1689 | loss: 0.0311866 | val_loss: 0.0312063 | Time: 1457.9 ms [2021-10-07 02:40:07 main:581] : INFO : Epoch 1690 | loss: 0.0311886 | val_loss: 0.0312045 | Time: 1422.67 ms [2021-10-07 02:40:09 main:581] : INFO : Epoch 1691 | loss: 0.0311877 | val_loss: 0.0311976 | Time: 1427.58 ms [2021-10-07 02:40:10 main:581] : INFO : Epoch 1692 | loss: 0.031186 | val_loss: 0.031201 | Time: 1426.36 ms [2021-10-07 02:40:11 main:581] : INFO : Epoch 1693 | loss: 0.0311844 | val_loss: 0.0311987 | Time: 1444.11 ms [2021-10-07 02:40:13 main:581] : INFO : Epoch 1694 | loss: 0.0311842 | val_loss: 0.0311957 | Time: 1448.2 ms [2021-10-07 02:40:14 main:581] : INFO : Epoch 1695 | loss: 0.0311844 | val_loss: 0.0311965 | Time: 1500.64 ms [2021-10-07 02:40:16 main:581] : INFO : Epoch 1696 | loss: 0.0311852 | val_loss: 0.0311935 | Time: 1461.45 ms [2021-10-07 02:40:17 main:581] : INFO : Epoch 1697 | loss: 0.0311867 | val_loss: 0.0311974 | Time: 1495.1 ms [2021-10-07 02:40:19 main:581] : INFO : Epoch 1698 | loss: 0.0311846 | val_loss: 0.0311949 | Time: 1501.17 ms [2021-10-07 02:40:20 main:581] : INFO : Epoch 1699 | loss: 0.0311823 | val_loss: 0.0311942 | Time: 1517.3 ms [2021-10-07 02:40:22 main:581] : INFO : Epoch 1700 | loss: 0.0311853 | val_loss: 0.0311948 | Time: 1485.86 ms [2021-10-07 02:40:23 main:581] : INFO : Epoch 1701 | loss: 0.0311829 | val_loss: 0.0311932 | Time: 1492.03 ms [2021-10-07 02:40:25 main:581] : INFO : Epoch 1702 | loss: 0.0311825 | val_loss: 0.0311927 | Time: 1492.98 ms [2021-10-07 02:40:26 main:581] : INFO : Epoch 1703 | loss: 0.0311828 | val_loss: 0.031197 | Time: 1479.25 ms [2021-10-07 02:40:28 main:581] : INFO : Epoch 1704 | loss: 0.0311815 | val_loss: 0.0311938 | Time: 1479.22 ms [2021-10-07 02:40:29 main:581] : INFO : Epoch 1705 | loss: 0.0311798 | val_loss: 0.0311937 | Time: 1466.3 ms [2021-10-07 02:40:31 main:581] : INFO : Epoch 1706 | loss: 0.0311826 | val_loss: 0.0311919 | Time: 1491.66 ms [2021-10-07 02:40:32 main:581] : INFO : Epoch 1707 | loss: 0.0311827 | val_loss: 0.0311924 | Time: 1503.14 ms [2021-10-07 02:40:34 main:581] : INFO : Epoch 1708 | loss: 0.0311837 | val_loss: 0.0311929 | Time: 1484.03 ms [2021-10-07 02:40:35 main:581] : INFO : Epoch 1709 | loss: 0.0311823 | val_loss: 0.0311911 | Time: 1495.77 ms [2021-10-07 02:40:37 main:581] : INFO : Epoch 1710 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 1491.17 ms [2021-10-07 02:40:38 main:581] : INFO : Epoch 1711 | loss: 0.0311801 | val_loss: 0.0311903 | Time: 1497.57 ms [2021-10-07 02:40:40 main:581] : INFO : Epoch 1712 | loss: 0.0311811 | val_loss: 0.0311893 | Time: 1463.21 ms [2021-10-07 02:40:41 main:581] : INFO : Epoch 1713 | loss: 0.0311804 | val_loss: 0.0311898 | Time: 1493.63 ms [2021-10-07 02:40:43 main:581] : INFO : Epoch 1714 | loss: 0.0311802 | val_loss: 0.0311899 | Time: 1477.1 ms [2021-10-07 02:40:44 main:581] : INFO : Epoch 1715 | loss: 0.0311788 | val_loss: 0.0311985 | Time: 1444.92 ms [2021-10-07 02:40:46 main:581] : INFO : Epoch 1716 | loss: 0.0311808 | val_loss: 0.0311912 | Time: 1460.76 ms [2021-10-07 02:40:47 main:581] : INFO : Epoch 1717 | loss: 0.03118 | val_loss: 0.0311923 | Time: 1439.77 ms [2021-10-07 02:40:48 main:581] : INFO : Epoch 1718 | loss: 0.0311801 | val_loss: 0.0311969 | Time: 1405.55 ms [2021-10-07 02:40:50 main:581] : INFO : Epoch 1719 | loss: 0.0311843 | val_loss: 0.0311944 | Time: 1444.13 ms [2021-10-07 02:40:51 main:581] : INFO : Epoch 1720 | loss: 0.0311842 | val_loss: 0.0311947 | Time: 1452.57 ms [2021-10-07 02:40:53 main:581] : INFO : Epoch 1721 | loss: 0.031196 | val_loss: 0.031229 | Time: 1457.72 ms [2021-10-07 02:40:54 main:581] : INFO : Epoch 1722 | loss: 0.0311956 | val_loss: 0.0312 | Time: 1450.21 ms [2021-10-07 02:40:56 main:581] : INFO : Epoch 1723 | loss: 0.0311836 | val_loss: 0.031195 | Time: 1462.25 ms [2021-10-07 02:40:57 main:581] : INFO : Epoch 1724 | loss: 0.0311817 | val_loss: 0.0311938 | Time: 1482.45 ms [2021-10-07 02:40:59 main:581] : INFO : Epoch 1725 | loss: 0.0311827 | val_loss: 0.0311962 | Time: 1493.14 ms [2021-10-07 02:41:00 main:581] : INFO : Epoch 1726 | loss: 0.0311864 | val_loss: 0.0312031 | Time: 1443.05 ms [2021-10-07 02:41:02 main:581] : INFO : Epoch 1727 | loss: 0.031183 | val_loss: 0.0311901 | Time: 1453.3 ms [2021-10-07 02:41:03 main:581] : INFO : Epoch 1728 | loss: 0.0311813 | val_loss: 0.0311891 | Time: 1430.87 ms [2021-10-07 02:41:04 main:581] : INFO : Epoch 1729 | loss: 0.0311819 | val_loss: 0.0311886 | Time: 1449.9 ms [2021-10-07 02:41:06 main:581] : INFO : Epoch 1730 | loss: 0.0311826 | val_loss: 0.0311923 | Time: 1432.58 ms [2021-10-07 02:41:07 main:581] : INFO : Epoch 1731 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 1448.43 ms [2021-10-07 02:41:09 main:581] : INFO : Epoch 1732 | loss: 0.0311782 | val_loss: 0.0311909 | Time: 1459.1 ms [2021-10-07 02:41:10 main:581] : INFO : Epoch 1733 | loss: 0.0311785 | val_loss: 0.0311874 | Time: 1451.8 ms [2021-10-07 02:41:12 main:581] : INFO : Epoch 1734 | loss: 0.031177 | val_loss: 0.0311877 | Time: 1456.32 ms [2021-10-07 02:41:13 main:581] : INFO : Epoch 1735 | loss: 0.031176 | val_loss: 0.0311883 | Time: 1444.99 ms [2021-10-07 02:41:15 main:581] : INFO : Epoch 1736 | loss: 0.0311775 | val_loss: 0.0311893 | Time: 1435.79 ms [2021-10-07 02:41:16 main:581] : INFO : Epoch 1737 | loss: 0.0311758 | val_loss: 0.0311893 | Time: 1442.06 ms [2021-10-07 02:41:17 main:581] : INFO : Epoch 1738 | loss: 0.0311755 | val_loss: 0.0311902 | Time: 1453.85 ms [2021-10-07 02:41:19 main:581] : INFO : Epoch 1739 | loss: 0.0311759 | val_loss: 0.0311934 | Time: 1460.56 ms [2021-10-07 02:41:20 main:581] : INFO : Epoch 1740 | loss: 0.0311736 | val_loss: 0.0311902 | Time: 1456.46 ms [2021-10-07 02:41:22 main:581] : INFO : Epoch 1741 | loss: 0.0311746 | val_loss: 0.0311924 | Time: 1472.47 ms [2021-10-07 02:41:23 main:581] : INFO : Epoch 1742 | loss: 0.0311741 | val_loss: 0.0311916 | Time: 1482.03 ms [2021-10-07 02:41:25 main:581] : INFO : Epoch 1743 | loss: 0.0311733 | val_loss: 0.0311922 | Time: 1478.38 ms [2021-10-07 02:41:26 main:581] : INFO : Epoch 1744 | loss: 0.0311731 | val_loss: 0.0311914 | Time: 1485.57 ms [2021-10-07 02:41:28 main:581] : INFO : Epoch 1745 | loss: 0.031174 | val_loss: 0.0311905 | Time: 1473.18 ms [2021-10-07 02:41:29 main:581] : INFO : Epoch 1746 | loss: 0.0311765 | val_loss: 0.0311892 | Time: 1485.95 ms [2021-10-07 02:41:31 main:581] : INFO : Epoch 1747 | loss: 0.0311777 | val_loss: 0.0311905 | Time: 1480.78 ms [2021-10-07 02:41:32 main:581] : INFO : Epoch 1748 | loss: 0.031178 | val_loss: 0.0311915 | Time: 1475.77 ms [2021-10-07 02:41:34 main:581] : INFO : Epoch 1749 | loss: 0.0311798 | val_loss: 0.031189 | Time: 1491.77 ms [2021-10-07 02:41:35 main:581] : INFO : Epoch 1750 | loss: 0.0311762 | val_loss: 0.0311928 | Time: 1466.65 ms [2021-10-07 02:41:37 main:581] : INFO : Epoch 1751 | loss: 0.0311765 | val_loss: 0.0311884 | Time: 1453.57 ms [2021-10-07 02:41:38 main:581] : INFO : Epoch 1752 | loss: 0.0311744 | val_loss: 0.031188 | Time: 1481.35 ms [2021-10-07 02:41:40 main:581] : INFO : Epoch 1753 | loss: 0.0311725 | val_loss: 0.0311883 | Time: 1481.58 ms [2021-10-07 02:41:41 main:581] : INFO : Epoch 1754 | loss: 0.0311722 | val_loss: 0.0311885 | Time: 1488.69 ms [2021-10-07 02:41:43 main:581] : INFO : Epoch 1755 | loss: 0.0311723 | val_loss: 0.0311883 | Time: 1490.19 ms [2021-10-07 02:41:44 main:581] : INFO : Epoch 1756 | loss: 0.0311708 | val_loss: 0.0311892 | Time: 1461.91 ms [2021-10-07 02:41:45 main:581] : INFO : Epoch 1757 | loss: 0.0311728 | val_loss: 0.0311926 | Time: 1477.73 ms [2021-10-07 02:41:47 main:581] : INFO : Epoch 1758 | loss: 0.0311723 | val_loss: 0.0311949 | Time: 1485.13 ms [2021-10-07 02:41:48 main:581] : INFO : Epoch 1759 | loss: 0.0311716 | val_loss: 0.031188 | Time: 1469.09 ms [2021-10-07 02:41:50 main:581] : INFO : Epoch 1760 | loss: 0.0311713 | val_loss: 0.0311923 | Time: 1472.06 ms [2021-10-07 02:41:51 main:581] : INFO : Epoch 1761 | loss: 0.0311707 | val_loss: 0.0311955 | Time: 1481.4 ms [2021-10-07 02:41:53 main:581] : INFO : Epoch 1762 | loss: 0.0311708 | val_loss: 0.0311886 | Time: 1471.34 ms [2021-10-07 02:41:54 main:581] : INFO : Epoch 1763 | loss: 0.0311701 | val_loss: 0.0311895 | Time: 1493.86 ms [2021-10-07 02:41:56 main:581] : INFO : Epoch 1764 | loss: 0.0311729 | val_loss: 0.0311933 | Time: 1480.94 ms [2021-10-07 02:41:57 main:581] : INFO : Epoch 1765 | loss: 0.0311721 | val_loss: 0.0311985 | Time: 1472.82 ms [2021-10-07 02:41:59 main:581] : INFO : Epoch 1766 | loss: 0.0311705 | val_loss: 0.0311953 | Time: 1493.12 ms [2021-10-07 02:42:00 main:581] : INFO : Epoch 1767 | loss: 0.0311719 | val_loss: 0.0311938 | Time: 1455.87 ms [2021-10-07 02:42:02 main:581] : INFO : Epoch 1768 | loss: 0.0311708 | val_loss: 0.0311899 | Time: 1461.6 ms [2021-10-07 02:42:03 main:581] : INFO : Epoch 1769 | loss: 0.0311715 | val_loss: 0.0311899 | Time: 1444.81 ms [2021-10-07 02:42:05 main:581] : INFO : Epoch 1770 | loss: 0.0311729 | val_loss: 0.0311952 | Time: 1456.49 ms [2021-10-07 02:42:06 main:581] : INFO : Epoch 1771 | loss: 0.0311722 | val_loss: 0.0311916 | Time: 1469.14 ms [2021-10-07 02:42:08 main:581] : INFO : Epoch 1772 | loss: 0.0311706 | val_loss: 0.0311893 | Time: 1435.83 ms [2021-10-07 02:42:09 main:581] : INFO : Epoch 1773 | loss: 0.0311725 | val_loss: 0.0312058 | Time: 1458.3 ms [2021-10-07 02:42:10 main:581] : INFO : Epoch 1774 | loss: 0.0311771 | val_loss: 0.0311958 | Time: 1439.76 ms [2021-10-07 02:42:12 main:581] : INFO : Epoch 1775 | loss: 0.0311747 | val_loss: 0.0311961 | Time: 1468.81 ms [2021-10-07 02:42:13 main:581] : INFO : Epoch 1776 | loss: 0.0311696 | val_loss: 0.0311913 | Time: 1439.64 ms [2021-10-07 02:42:15 main:581] : INFO : Epoch 1777 | loss: 0.0311705 | val_loss: 0.0311922 | Time: 1522.26 ms [2021-10-07 02:42:16 main:581] : INFO : Epoch 1778 | loss: 0.0311702 | val_loss: 0.031191 | Time: 1472.04 ms [2021-10-07 02:42:18 main:581] : INFO : Epoch 1779 | loss: 0.0311693 | val_loss: 0.0311902 | Time: 1463.35 ms [2021-10-07 02:42:19 main:581] : INFO : Epoch 1780 | loss: 0.0311701 | val_loss: 0.0311885 | Time: 1482.1 ms [2021-10-07 02:42:21 main:581] : INFO : Epoch 1781 | loss: 0.0311717 | val_loss: 0.0311903 | Time: 1476.54 ms [2021-10-07 02:42:22 main:581] : INFO : Epoch 1782 | loss: 0.0311704 | val_loss: 0.0311919 | Time: 1491 ms [2021-10-07 02:42:24 main:581] : INFO : Epoch 1783 | loss: 0.0311691 | val_loss: 0.0311932 | Time: 1472.32 ms [2021-10-07 02:42:25 main:581] : INFO : Epoch 1784 | loss: 0.0311695 | val_loss: 0.0311916 | Time: 1489.06 ms [2021-10-07 02:42:27 main:581] : INFO : Epoch 1785 | loss: 0.0311685 | val_loss: 0.0311897 | Time: 1466.39 ms [2021-10-07 02:42:28 main:581] : INFO : Epoch 1786 | loss: 0.0311716 | val_loss: 0.0311892 | Time: 1467.39 ms [2021-10-07 02:42:30 main:581] : INFO : Epoch 1787 | loss: 0.0311742 | val_loss: 0.0311894 | Time: 1476.16 ms [2021-10-07 02:42:31 main:581] : INFO : Epoch 1788 | loss: 0.031172 | val_loss: 0.0311897 | Time: 1459.35 ms [2021-10-07 02:42:33 main:581] : INFO : Epoch 1789 | loss: 0.0311699 | val_loss: 0.0311955 | Time: 1466.99 ms [2021-10-07 02:42:34 main:581] : INFO : Epoch 1790 | loss: 0.0311709 | val_loss: 0.0311954 | Time: 1442.14 ms [2021-10-07 02:42:35 main:581] : INFO : Epoch 1791 | loss: 0.0311703 | val_loss: 0.0311881 | Time: 1442.43 ms [2021-10-07 02:42:37 main:581] : INFO : Epoch 1792 | loss: 0.0311701 | val_loss: 0.0311899 | Time: 1446.51 ms [2021-10-07 02:42:38 main:581] : INFO : Epoch 1793 | loss: 0.0311697 | val_loss: 0.031191 | Time: 1452.3 ms [2021-10-07 02:42:40 main:581] : INFO : Epoch 1794 | loss: 0.0311699 | val_loss: 0.0311958 | Time: 1452.94 ms [2021-10-07 02:42:41 main:581] : INFO : Epoch 1795 | loss: 0.0311667 | val_loss: 0.0312024 | Time: 1448.47 ms [2021-10-07 02:42:43 main:581] : INFO : Epoch 1796 | loss: 0.031166 | val_loss: 0.0311916 | Time: 1442.8 ms [2021-10-07 02:42:44 main:581] : INFO : Epoch 1797 | loss: 0.0311664 | val_loss: 0.0311921 | Time: 1451.64 ms [2021-10-07 02:42:46 main:581] : INFO : Epoch 1798 | loss: 0.0311669 | val_loss: 0.0311926 | Time: 1452.73 ms [2021-10-07 02:42:47 main:581] : INFO : Epoch 1799 | loss: 0.0311695 | val_loss: 0.0311983 | Time: 1453.24 ms [2021-10-07 02:42:48 main:581] : INFO : Epoch 1800 | loss: 0.0311685 | val_loss: 0.0311957 | Time: 1448.92 ms [2021-10-07 02:42:50 main:581] : INFO : Epoch 1801 | loss: 0.0311661 | val_loss: 0.0312008 | Time: 1430.4 ms [2021-10-07 02:42:51 main:581] : INFO : Epoch 1802 | loss: 0.0311692 | val_loss: 0.0311927 | Time: 1444.79 ms [2021-10-07 02:42:53 main:581] : INFO : Epoch 1803 | loss: 0.0311684 | val_loss: 0.0311915 | Time: 1437.18 ms [2021-10-07 02:42:54 main:581] : INFO : Epoch 1804 | loss: 0.031168 | val_loss: 0.0311917 | Time: 1439.61 ms [2021-10-07 02:42:56 main:581] : INFO : Epoch 1805 | loss: 0.0311699 | val_loss: 0.0311935 | Time: 1427.46 ms [2021-10-07 02:42:57 main:581] : INFO : Epoch 1806 | loss: 0.0311732 | val_loss: 0.0312042 | Time: 1450.31 ms [2021-10-07 02:42:59 main:581] : INFO : Epoch 1807 | loss: 0.0311709 | val_loss: 0.031194 | Time: 1450.69 ms [2021-10-07 02:43:00 main:581] : INFO : Epoch 1808 | loss: 0.0311729 | val_loss: 0.0311917 | Time: 1474.38 ms [2021-10-07 02:43:01 main:581] : INFO : Epoch 1809 | loss: 0.0311698 | val_loss: 0.0311967 | Time: 1455.41 ms [2021-10-07 02:43:03 main:581] : INFO : Epoch 1810 | loss: 0.0311659 | val_loss: 0.0311952 | Time: 1424.23 ms [2021-10-07 02:43:04 main:581] : INFO : Epoch 1811 | loss: 0.0311659 | val_loss: 0.0311986 | Time: 1447.79 ms [2021-10-07 02:43:06 main:581] : INFO : Epoch 1812 | loss: 0.031167 | val_loss: 0.0311885 | Time: 1464.01 ms [2021-10-07 02:43:07 main:581] : INFO : Epoch 1813 | loss: 0.0311683 | val_loss: 0.0311959 | Time: 1469.7 ms [2021-10-07 02:43:09 main:581] : INFO : Epoch 1814 | loss: 0.0311681 | val_loss: 0.0311946 | Time: 1442.48 ms [2021-10-07 02:43:10 main:581] : INFO : Epoch 1815 | loss: 0.0311686 | val_loss: 0.031195 | Time: 1443.7 ms [2021-10-07 02:43:12 main:581] : INFO : Epoch 1816 | loss: 0.0311669 | val_loss: 0.0311886 | Time: 1460.33 ms [2021-10-07 02:43:13 main:581] : INFO : Epoch 1817 | loss: 0.0311669 | val_loss: 0.0311931 | Time: 1450.83 ms [2021-10-07 02:43:15 main:581] : INFO : Epoch 1818 | loss: 0.0311685 | val_loss: 0.0311897 | Time: 1462.38 ms [2021-10-07 02:43:16 main:581] : INFO : Epoch 1819 | loss: 0.0311705 | val_loss: 0.0311948 | Time: 1441.04 ms [2021-10-07 02:43:17 main:581] : INFO : Epoch 1820 | loss: 0.0311677 | val_loss: 0.0311975 | Time: 1449.92 ms [2021-10-07 02:43:19 main:581] : INFO : Epoch 1821 | loss: 0.0311693 | val_loss: 0.0311918 | Time: 1457.23 ms [2021-10-07 02:43:20 main:581] : INFO : Epoch 1822 | loss: 0.0311679 | val_loss: 0.0311976 | Time: 1446.92 ms [2021-10-07 02:43:22 main:581] : INFO : Epoch 1823 | loss: 0.0311697 | val_loss: 0.031194 | Time: 1436.81 ms [2021-10-07 02:43:23 main:581] : INFO : Epoch 1824 | loss: 0.0311668 | val_loss: 0.0311923 | Time: 1451.7 ms [2021-10-07 02:43:25 main:581] : INFO : Epoch 1825 | loss: 0.0311681 | val_loss: 0.0311923 | Time: 1453.84 ms [2021-10-07 02:43:26 main:581] : INFO : Epoch 1826 | loss: 0.0311696 | val_loss: 0.031194 | Time: 1448.8 ms [2021-10-07 02:43:28 main:581] : INFO : Epoch 1827 | loss: 0.0311685 | val_loss: 0.0311961 | Time: 1466.41 ms [2021-10-07 02:43:29 main:581] : INFO : Epoch 1828 | loss: 0.0311687 | val_loss: 0.0311872 | Time: 1465.91 ms [2021-10-07 02:43:31 main:581] : INFO : Epoch 1829 | loss: 0.0311718 | val_loss: 0.0311893 | Time: 1443.67 ms [2021-10-07 02:43:32 main:581] : INFO : Epoch 1830 | loss: 0.0311704 | val_loss: 0.0311878 | Time: 1468.81 ms [2021-10-07 02:43:33 main:581] : INFO : Epoch 1831 | loss: 0.0311683 | val_loss: 0.031187 | Time: 1469.75 ms [2021-10-07 02:43:35 main:581] : INFO : Epoch 1832 | loss: 0.0311669 | val_loss: 0.0311902 | Time: 1465.18 ms [2021-10-07 02:43:36 main:581] : INFO : Epoch 1833 | loss: 0.0311654 | val_loss: 0.0311925 | Time: 1474.49 ms [2021-10-07 02:43:38 main:581] : INFO : Epoch 1834 | loss: 0.0311638 | val_loss: 0.0311905 | Time: 1489.97 ms [2021-10-07 02:43:39 main:581] : INFO : Epoch 1835 | loss: 0.0311655 | val_loss: 0.0311961 | Time: 1473.15 ms [2021-10-07 02:43:41 main:581] : INFO : Epoch 1836 | loss: 0.0311661 | val_loss: 0.031189 | Time: 1469.81 ms [2021-10-07 02:43:42 main:581] : INFO : Epoch 1837 | loss: 0.0311659 | val_loss: 0.0311907 | Time: 1440.65 ms [2021-10-07 02:43:44 main:581] : INFO : Epoch 1838 | loss: 0.0311687 | val_loss: 0.0311895 | Time: 1487.32 ms [2021-10-07 02:43:45 main:581] : INFO : Epoch 1839 | loss: 0.0311681 | val_loss: 0.0311877 | Time: 1451.22 ms [2021-10-07 02:43:47 main:581] : INFO : Epoch 1840 | loss: 0.0311662 | val_loss: 0.0311944 | Time: 1469.73 ms [2021-10-07 02:43:48 main:581] : INFO : Epoch 1841 | loss: 0.0311647 | val_loss: 0.0311922 | Time: 1471.16 ms [2021-10-07 02:43:50 main:581] : INFO : Epoch 1842 | loss: 0.0311635 | val_loss: 0.0311885 | Time: 1442.65 ms [2021-10-07 02:43:51 main:581] : INFO : Epoch 1843 | loss: 0.0311645 | val_loss: 0.0311942 | Time: 1447.9 ms [2021-10-07 02:43:52 main:581] : INFO : Epoch 1844 | loss: 0.0311643 | val_loss: 0.0311867 | Time: 1447.2 ms [2021-10-07 02:43:54 main:581] : INFO : Epoch 1845 | loss: 0.031164 | val_loss: 0.0311924 | Time: 1463.91 ms [2021-10-07 02:43:55 main:581] : INFO : Epoch 1846 | loss: 0.0311634 | val_loss: 0.0311931 | Time: 1458.06 ms [2021-10-07 02:43:57 main:581] : INFO : Epoch 1847 | loss: 0.0311625 | val_loss: 0.03119 | Time: 1481.81 ms [2021-10-07 02:43:58 main:581] : INFO : Epoch 1848 | loss: 0.0311659 | val_loss: 0.0311936 | Time: 1457.2 ms [2021-10-07 02:44:00 main:581] : INFO : Epoch 1849 | loss: 0.0311661 | val_loss: 0.0311932 | Time: 1448.97 ms [2021-10-07 02:44:01 main:581] : INFO : Epoch 1850 | loss: 0.0311672 | val_loss: 0.0311959 | Time: 1470.14 ms [2021-10-07 02:44:03 main:581] : INFO : Epoch 1851 | loss: 0.0311621 | val_loss: 0.0311911 | Time: 1427.24 ms [2021-10-07 02:44:04 main:581] : INFO : Epoch 1852 | loss: 0.0311633 | val_loss: 0.031192 | Time: 1427.54 ms [2021-10-07 02:44:06 main:581] : INFO : Epoch 1853 | loss: 0.0311632 | val_loss: 0.0311932 | Time: 1425.69 ms [2021-10-07 02:44:07 main:581] : INFO : Epoch 1854 | loss: 0.0311636 | val_loss: 0.0311941 | Time: 1464.44 ms [2021-10-07 02:44:08 main:581] : INFO : Epoch 1855 | loss: 0.031168 | val_loss: 0.0311913 | Time: 1451.03 ms [2021-10-07 02:44:10 main:581] : INFO : Epoch 1856 | loss: 0.0311661 | val_loss: 0.0311897 | Time: 1456.76 ms [2021-10-07 02:44:11 main:581] : INFO : Epoch 1857 | loss: 0.0311641 | val_loss: 0.0311918 | Time: 1455.11 ms [2021-10-07 02:44:13 main:581] : INFO : Epoch 1858 | loss: 0.0311634 | val_loss: 0.03119 | Time: 1453.3 ms [2021-10-07 02:44:14 main:581] : INFO : Epoch 1859 | loss: 0.0311638 | val_loss: 0.0311959 | Time: 1472.64 ms [2021-10-07 02:44:16 main:581] : INFO : Epoch 1860 | loss: 0.0311676 | val_loss: 0.03119 | Time: 1468.18 ms [2021-10-07 02:44:17 main:581] : INFO : Epoch 1861 | loss: 0.0311672 | val_loss: 0.0311905 | Time: 1477.42 ms [2021-10-07 02:44:19 main:581] : INFO : Epoch 1862 | loss: 0.0311636 | val_loss: 0.0311907 | Time: 1456.76 ms [2021-10-07 02:44:20 main:581] : INFO : Epoch 1863 | loss: 0.0311619 | val_loss: 0.031195 | Time: 1457.53 ms [2021-10-07 02:44:22 main:581] : INFO : Epoch 1864 | loss: 0.0311629 | val_loss: 0.0311923 | Time: 1460.5 ms [2021-10-07 02:44:23 main:581] : INFO : Epoch 1865 | loss: 0.031163 | val_loss: 0.0311904 | Time: 1456.17 ms [2021-10-07 02:44:25 main:581] : INFO : Epoch 1866 | loss: 0.0311628 | val_loss: 0.0311905 | Time: 1468.11 ms [2021-10-07 02:44:26 main:581] : INFO : Epoch 1867 | loss: 0.0311607 | val_loss: 0.0311933 | Time: 1449.06 ms [2021-10-07 02:44:27 main:581] : INFO : Epoch 1868 | loss: 0.0311601 | val_loss: 0.0311921 | Time: 1445.15 ms [2021-10-07 02:44:29 main:581] : INFO : Epoch 1869 | loss: 0.0311634 | val_loss: 0.0311944 | Time: 1454.83 ms [2021-10-07 02:44:30 main:581] : INFO : Epoch 1870 | loss: 0.031164 | val_loss: 0.0311922 | Time: 1443.85 ms [2021-10-07 02:44:32 main:581] : INFO : Epoch 1871 | loss: 0.0311613 | val_loss: 0.0311915 | Time: 1463.93 ms [2021-10-07 02:44:33 main:581] : INFO : Epoch 1872 | loss: 0.0311604 | val_loss: 0.0311929 | Time: 1451.69 ms [2021-10-07 02:44:35 main:581] : INFO : Epoch 1873 | loss: 0.0311577 | val_loss: 0.0311987 | Time: 1448.89 ms [2021-10-07 02:44:36 main:581] : INFO : Epoch 1874 | loss: 0.0311581 | val_loss: 0.0311932 | Time: 1458.84 ms [2021-10-07 02:44:38 main:581] : INFO : Epoch 1875 | loss: 0.0311616 | val_loss: 0.0312067 | Time: 1441.1 ms [2021-10-07 02:44:39 main:581] : INFO : Epoch 1876 | loss: 0.0311611 | val_loss: 0.0311935 | Time: 1458.52 ms [2021-10-07 02:44:41 main:581] : INFO : Epoch 1877 | loss: 0.0311567 | val_loss: 0.0311968 | Time: 1457.75 ms [2021-10-07 02:44:42 main:581] : INFO : Epoch 1878 | loss: 0.031159 | val_loss: 0.0311971 | Time: 1464.69 ms [2021-10-07 02:44:43 main:581] : INFO : Epoch 1879 | loss: 0.0311596 | val_loss: 0.0311959 | Time: 1457.07 ms [2021-10-07 02:44:45 main:581] : INFO : Epoch 1880 | loss: 0.0311632 | val_loss: 0.0312198 | Time: 1477.29 ms [2021-10-07 02:44:46 main:581] : INFO : Epoch 1881 | loss: 0.0311757 | val_loss: 0.0311987 | Time: 1468.72 ms [2021-10-07 02:44:48 main:581] : INFO : Epoch 1882 | loss: 0.0311646 | val_loss: 0.0311956 | Time: 1451.08 ms [2021-10-07 02:44:49 main:581] : INFO : Epoch 1883 | loss: 0.0311608 | val_loss: 0.0311915 | Time: 1462.8 ms [2021-10-07 02:44:51 main:581] : INFO : Epoch 1884 | loss: 0.0311619 | val_loss: 0.0311928 | Time: 1452.1 ms [2021-10-07 02:44:52 main:581] : INFO : Epoch 1885 | loss: 0.0311615 | val_loss: 0.0312062 | Time: 1473.18 ms [2021-10-07 02:44:54 main:581] : INFO : Epoch 1886 | loss: 0.0311606 | val_loss: 0.0311952 | Time: 1465.16 ms [2021-10-07 02:44:55 main:581] : INFO : Epoch 1887 | loss: 0.0311645 | val_loss: 0.0311944 | Time: 1472.69 ms [2021-10-07 02:44:57 main:581] : INFO : Epoch 1888 | loss: 0.031157 | val_loss: 0.0311995 | Time: 1462.09 ms [2021-10-07 02:44:58 main:581] : INFO : Epoch 1889 | loss: 0.031158 | val_loss: 0.0311926 | Time: 1473.05 ms [2021-10-07 02:45:00 main:581] : INFO : Epoch 1890 | loss: 0.0311553 | val_loss: 0.0312023 | Time: 1454.04 ms [2021-10-07 02:45:01 main:581] : INFO : Epoch 1891 | loss: 0.0311586 | val_loss: 0.0311969 | Time: 1455.6 ms [2021-10-07 02:45:02 main:581] : INFO : Epoch 1892 | loss: 0.0311583 | val_loss: 0.0311943 | Time: 1434.83 ms [2021-10-07 02:45:04 main:581] : INFO : Epoch 1893 | loss: 0.0311565 | val_loss: 0.0311981 | Time: 1449.81 ms [2021-10-07 02:45:05 main:581] : INFO : Epoch 1894 | loss: 0.0311592 | val_loss: 0.0311923 | Time: 1447.27 ms [2021-10-07 02:45:07 main:581] : INFO : Epoch 1895 | loss: 0.0311573 | val_loss: 0.0311987 | Time: 1431.73 ms [2021-10-07 02:45:08 main:581] : INFO : Epoch 1896 | loss: 0.031158 | val_loss: 0.0311913 | Time: 1446.64 ms [2021-10-07 02:45:10 main:581] : INFO : Epoch 1897 | loss: 0.0311602 | val_loss: 0.031196 | Time: 1448.25 ms [2021-10-07 02:45:11 main:581] : INFO : Epoch 1898 | loss: 0.0311587 | val_loss: 0.0311966 | Time: 1440.79 ms [2021-10-07 02:45:13 main:581] : INFO : Epoch 1899 | loss: 0.031157 | val_loss: 0.0311919 | Time: 1437.75 ms [2021-10-07 02:45:14 main:581] : INFO : Epoch 1900 | loss: 0.0311561 | val_loss: 0.0311993 | Time: 1429.64 ms [2021-10-07 02:45:15 main:581] : INFO : Epoch 1901 | loss: 0.0311558 | val_loss: 0.0312008 | Time: 1460.38 ms [2021-10-07 02:45:17 main:581] : INFO : Epoch 1902 | loss: 0.0311534 | val_loss: 0.0311982 | Time: 1448.96 ms [2021-10-07 02:45:18 main:581] : INFO : Epoch 1903 | loss: 0.0311576 | val_loss: 0.0311968 | Time: 1436.92 ms [2021-10-07 02:45:20 main:581] : INFO : Epoch 1904 | loss: 0.0311682 | val_loss: 0.0311923 | Time: 1442.68 ms [2021-10-07 02:45:21 main:581] : INFO : Epoch 1905 | loss: 0.0311765 | val_loss: 0.0311893 | Time: 1467.75 ms [2021-10-07 02:45:23 main:581] : INFO : Epoch 1906 | loss: 0.0311805 | val_loss: 0.031185 | Time: 1484.31 ms [2021-10-07 02:45:24 main:581] : INFO : Epoch 1907 | loss: 0.0311779 | val_loss: 0.0311833 | Time: 1463.44 ms [2021-10-07 02:45:26 main:581] : INFO : Epoch 1908 | loss: 0.0311746 | val_loss: 0.0311847 | Time: 1469.61 ms [2021-10-07 02:45:27 main:581] : INFO : Epoch 1909 | loss: 0.0311727 | val_loss: 0.0311853 | Time: 1466.78 ms [2021-10-07 02:45:29 main:581] : INFO : Epoch 1910 | loss: 0.0311716 | val_loss: 0.0311856 | Time: 1448.48 ms [2021-10-07 02:45:30 main:581] : INFO : Epoch 1911 | loss: 0.0311697 | val_loss: 0.0311863 | Time: 1442.08 ms [2021-10-07 02:45:31 main:581] : INFO : Epoch 1912 | loss: 0.0311719 | val_loss: 0.0311847 | Time: 1442.58 ms [2021-10-07 02:45:33 main:581] : INFO : Epoch 1913 | loss: 0.0311711 | val_loss: 0.0311856 | Time: 1465.38 ms [2021-10-07 02:45:34 main:581] : INFO : Epoch 1914 | loss: 0.0311683 | val_loss: 0.0311856 | Time: 1470.69 ms [2021-10-07 02:45:36 main:581] : INFO : Epoch 1915 | loss: 0.0311693 | val_loss: 0.0311886 | Time: 1467.86 ms [2021-10-07 02:45:37 main:581] : INFO : Epoch 1916 | loss: 0.031168 | val_loss: 0.0311862 | Time: 1461.92 ms [2021-10-07 02:45:39 main:581] : INFO : Epoch 1917 | loss: 0.0311678 | val_loss: 0.0311879 | Time: 1442.97 ms [2021-10-07 02:45:40 main:581] : INFO : Epoch 1918 | loss: 0.0311665 | val_loss: 0.031192 | Time: 1473.57 ms [2021-10-07 02:45:42 main:581] : INFO : Epoch 1919 | loss: 0.0311703 | val_loss: 0.0312019 | Time: 1477.74 ms [2021-10-07 02:45:43 main:581] : INFO : Epoch 1920 | loss: 0.0311676 | val_loss: 0.0311889 | Time: 1462.29 ms [2021-10-07 02:45:45 main:581] : INFO : Epoch 1921 | loss: 0.0311661 | val_loss: 0.0311962 | Time: 1435.74 ms [2021-10-07 02:45:46 main:581] : INFO : Epoch 1922 | loss: 0.0311663 | val_loss: 0.0311894 | Time: 1467.28 ms [2021-10-07 02:45:48 main:581] : INFO : Epoch 1923 | loss: 0.0311676 | val_loss: 0.0311883 | Time: 1434.79 ms [2021-10-07 02:45:49 main:581] : INFO : Epoch 1924 | loss: 0.0311658 | val_loss: 0.0311958 | Time: 1455.17 ms [2021-10-07 02:45:50 main:581] : INFO : Epoch 1925 | loss: 0.0311656 | val_loss: 0.0311908 | Time: 1440.1 ms [2021-10-07 02:45:52 main:581] : INFO : Epoch 1926 | loss: 0.0311651 | val_loss: 0.0311886 | Time: 1464.35 ms [2021-10-07 02:45:53 main:581] : INFO : Epoch 1927 | loss: 0.0311624 | val_loss: 0.0311888 | Time: 1467.93 ms [2021-10-07 02:45:55 main:581] : INFO : Epoch 1928 | loss: 0.0311652 | val_loss: 0.0311875 | Time: 1469.66 ms [2021-10-07 02:45:56 main:581] : INFO : Epoch 1929 | loss: 0.0311652 | val_loss: 0.0311913 | Time: 1468.94 ms [2021-10-07 02:45:58 main:581] : INFO : Epoch 1930 | loss: 0.0311625 | val_loss: 0.0311903 | Time: 1464.94 ms [2021-10-07 02:45:59 main:581] : INFO : Epoch 1931 | loss: 0.0311632 | val_loss: 0.0311919 | Time: 1461.6 ms [2021-10-07 02:46:01 main:581] : INFO : Epoch 1932 | loss: 0.0311641 | val_loss: 0.0311879 | Time: 1474.53 ms [2021-10-07 02:46:02 main:581] : INFO : Epoch 1933 | loss: 0.0311658 | val_loss: 0.0311926 | Time: 1465.71 ms [2021-10-07 02:46:04 main:581] : INFO : Epoch 1934 | loss: 0.0311631 | val_loss: 0.0311907 | Time: 1471.32 ms [2021-10-07 02:46:05 main:581] : INFO : Epoch 1935 | loss: 0.0311658 | val_loss: 0.0311859 | Time: 1439.45 ms [2021-10-07 02:46:07 main:581] : INFO : Epoch 1936 | loss: 0.0311609 | val_loss: 0.0311913 | Time: 1463.38 ms [2021-10-07 02:46:08 main:581] : INFO : Epoch 1937 | loss: 0.0311604 | val_loss: 0.0311881 | Time: 1476.3 ms [2021-10-07 02:46:09 main:581] : INFO : Epoch 1938 | loss: 0.0311597 | val_loss: 0.0311968 | Time: 1452.22 ms [2021-10-07 02:46:11 main:581] : INFO : Epoch 1939 | loss: 0.0311607 | val_loss: 0.0311878 | Time: 1456.62 ms [2021-10-07 02:46:12 main:581] : INFO : Epoch 1940 | loss: 0.0311582 | val_loss: 0.0311924 | Time: 1469.27 ms [2021-10-07 02:46:14 main:581] : INFO : Epoch 1941 | loss: 0.0311586 | val_loss: 0.0311876 | Time: 1464.42 ms [2021-10-07 02:46:15 main:581] : INFO : Epoch 1942 | loss: 0.0311612 | val_loss: 0.0312002 | Time: 1456.25 ms [2021-10-07 02:46:17 main:581] : INFO : Epoch 1943 | loss: 0.0311596 | val_loss: 0.0311947 | Time: 1455.59 ms [2021-10-07 02:46:18 main:581] : INFO : Epoch 1944 | loss: 0.0311629 | val_loss: 0.031189 | Time: 1483.09 ms [2021-10-07 02:46:20 main:581] : INFO : Epoch 1945 | loss: 0.0311625 | val_loss: 0.0311919 | Time: 1498.93 ms [2021-10-07 02:46:21 main:581] : INFO : Epoch 1946 | loss: 0.0311575 | val_loss: 0.0311943 | Time: 1452.92 ms [2021-10-07 02:46:23 main:581] : INFO : Epoch 1947 | loss: 0.0311587 | val_loss: 0.0311874 | Time: 1441.45 ms [2021-10-07 02:46:24 main:581] : INFO : Epoch 1948 | loss: 0.0311583 | val_loss: 0.0311912 | Time: 1447.32 ms [2021-10-07 02:46:26 main:581] : INFO : Epoch 1949 | loss: 0.0311594 | val_loss: 0.0311901 | Time: 1456.34 ms [2021-10-07 02:46:27 main:581] : INFO : Epoch 1950 | loss: 0.0311567 | val_loss: 0.031191 | Time: 1445.43 ms [2021-10-07 02:46:28 main:581] : INFO : Epoch 1951 | loss: 0.0311571 | val_loss: 0.0311872 | Time: 1463.36 ms [2021-10-07 02:46:30 main:581] : INFO : Epoch 1952 | loss: 0.0311584 | val_loss: 0.0311945 | Time: 1462 ms [2021-10-07 02:46:31 main:581] : INFO : Epoch 1953 | loss: 0.0311587 | val_loss: 0.0311872 | Time: 1449.92 ms [2021-10-07 02:46:33 main:581] : INFO : Epoch 1954 | loss: 0.0311577 | val_loss: 0.03119 | Time: 1459.74 ms [2021-10-07 02:46:34 main:581] : INFO : Epoch 1955 | loss: 0.0311589 | val_loss: 0.0311908 | Time: 1483.59 ms [2021-10-07 02:46:36 main:581] : INFO : Epoch 1956 | loss: 0.0311565 | val_loss: 0.0311948 | Time: 1461.46 ms [2021-10-07 02:46:37 main:581] : INFO : Epoch 1957 | loss: 0.0311563 | val_loss: 0.0311891 | Time: 1445.23 ms [2021-10-07 02:46:39 main:581] : INFO : Epoch 1958 | loss: 0.0311558 | val_loss: 0.0311898 | Time: 1468.06 ms [2021-10-07 02:46:40 main:581] : INFO : Epoch 1959 | loss: 0.0311593 | val_loss: 0.0311953 | Time: 1446.64 ms [2021-10-07 02:46:42 main:581] : INFO : Epoch 1960 | loss: 0.0311593 | val_loss: 0.0311903 | Time: 1464.92 ms [2021-10-07 02:46:43 main:581] : INFO : Epoch 1961 | loss: 0.031159 | val_loss: 0.031185 | Time: 1475.71 ms [2021-10-07 02:46:45 main:581] : INFO : Epoch 1962 | loss: 0.0311569 | val_loss: 0.031197 | Time: 1486.95 ms [2021-10-07 02:46:46 main:581] : INFO : Epoch 1963 | loss: 0.0311555 | val_loss: 0.0311886 | Time: 1443.38 ms [2021-10-07 02:46:47 main:581] : INFO : Epoch 1964 | loss: 0.0311577 | val_loss: 0.0311987 | Time: 1473.47 ms [2021-10-07 02:46:49 main:581] : INFO : Epoch 1965 | loss: 0.0311599 | val_loss: 0.0311912 | Time: 1475.68 ms [2021-10-07 02:46:50 main:581] : INFO : Epoch 1966 | loss: 0.0311559 | val_loss: 0.0311901 | Time: 1475.2 ms [2021-10-07 02:46:52 main:581] : INFO : Epoch 1967 | loss: 0.0311569 | val_loss: 0.0311891 | Time: 1467.6 ms [2021-10-07 02:46:53 main:581] : INFO : Epoch 1968 | loss: 0.0311588 | val_loss: 0.0311901 | Time: 1471.63 ms [2021-10-07 02:46:55 main:581] : INFO : Epoch 1969 | loss: 0.031165 | val_loss: 0.0311897 | Time: 1513.97 ms [2021-10-07 02:46:56 main:581] : INFO : Epoch 1970 | loss: 0.0311594 | val_loss: 0.0311906 | Time: 1454.72 ms [2021-10-07 02:46:58 main:581] : INFO : Epoch 1971 | loss: 0.0311574 | val_loss: 0.0311883 | Time: 1453.6 ms [2021-10-07 02:46:59 main:581] : INFO : Epoch 1972 | loss: 0.0311548 | val_loss: 0.0311938 | Time: 1453.67 ms [2021-10-07 02:47:01 main:581] : INFO : Epoch 1973 | loss: 0.031156 | val_loss: 0.0311913 | Time: 1455.63 ms [2021-10-07 02:47:02 main:581] : INFO : Epoch 1974 | loss: 0.0311584 | val_loss: 0.0311875 | Time: 1449.41 ms [2021-10-07 02:47:04 main:581] : INFO : Epoch 1975 | loss: 0.0311586 | val_loss: 0.0311884 | Time: 1445.05 ms [2021-10-07 02:47:05 main:581] : INFO : Epoch 1976 | loss: 0.0311579 | val_loss: 0.0311905 | Time: 1461.29 ms [2021-10-07 02:47:07 main:581] : INFO : Epoch 1977 | loss: 0.0311543 | val_loss: 0.0311893 | Time: 1459.45 ms [2021-10-07 02:47:08 main:581] : INFO : Epoch 1978 | loss: 0.0311562 | val_loss: 0.0311924 | Time: 1459.35 ms [2021-10-07 02:47:09 main:581] : INFO : Epoch 1979 | loss: 0.031156 | val_loss: 0.031198 | Time: 1481.06 ms [2021-10-07 02:47:11 main:581] : INFO : Epoch 1980 | loss: 0.0311594 | val_loss: 0.0311907 | Time: 1468.94 ms [2021-10-07 02:47:12 main:581] : INFO : Epoch 1981 | loss: 0.0311552 | val_loss: 0.0311924 | Time: 1451.12 ms [2021-10-07 02:47:14 main:581] : INFO : Epoch 1982 | loss: 0.0311525 | val_loss: 0.0311916 | Time: 1448.73 ms [2021-10-07 02:47:15 main:581] : INFO : Epoch 1983 | loss: 0.0311627 | val_loss: 0.0311946 | Time: 1451.07 ms [2021-10-07 02:47:17 main:581] : INFO : Epoch 1984 | loss: 0.0311592 | val_loss: 0.0311911 | Time: 1448.7 ms [2021-10-07 02:47:18 main:581] : INFO : Epoch 1985 | loss: 0.0311547 | val_loss: 0.0311959 | Time: 1453.35 ms [2021-10-07 02:47:20 main:581] : INFO : Epoch 1986 | loss: 0.0311674 | val_loss: 0.0312126 | Time: 1453.21 ms [2021-10-07 02:47:21 main:581] : INFO : Epoch 1987 | loss: 0.0312414 | val_loss: 0.0315663 | Time: 1467.2 ms [2021-10-07 02:47:23 main:581] : INFO : Epoch 1988 | loss: 0.0370972 | val_loss: 0.0322552 | Time: 1472.42 ms [2021-10-07 02:47:24 main:581] : INFO : Epoch 1989 | loss: 0.0561902 | val_loss: 0.09243 | Time: 1478.52 ms [2021-10-07 02:47:26 main:581] : INFO : Epoch 1990 | loss: 0.0400856 | val_loss: 0.0324256 | Time: 1462.63 ms [2021-10-07 02:47:27 main:581] : INFO : Epoch 1991 | loss: 0.0318418 | val_loss: 0.0313808 | Time: 1479.56 ms [2021-10-07 02:47:28 main:581] : INFO : Epoch 1992 | loss: 0.031357 | val_loss: 0.031272 | Time: 1472.69 ms [2021-10-07 02:47:30 main:581] : INFO : Epoch 1993 | loss: 0.0312746 | val_loss: 0.0312614 | Time: 1475.95 ms [2021-10-07 02:47:31 main:581] : INFO : Epoch 1994 | loss: 0.0312587 | val_loss: 0.0312563 | Time: 1474.75 ms [2021-10-07 02:47:33 main:581] : INFO : Epoch 1995 | loss: 0.0312544 | val_loss: 0.031254 | Time: 1465.1 ms [2021-10-07 02:47:34 main:581] : INFO : Epoch 1996 | loss: 0.0312529 | val_loss: 0.0312527 | Time: 1452.33 ms [2021-10-07 02:47:36 main:581] : INFO : Epoch 1997 | loss: 0.0312519 | val_loss: 0.031252 | Time: 1467.18 ms [2021-10-07 02:47:37 main:581] : INFO : Epoch 1998 | loss: 0.0312516 | val_loss: 0.0312524 | Time: 1467.84 ms [2021-10-07 02:47:39 main:581] : INFO : Epoch 1999 | loss: 0.0312513 | val_loss: 0.0312518 | Time: 1465.81 ms [2021-10-07 02:47:40 main:581] : INFO : Epoch 2000 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1456.8 ms [2021-10-07 02:47:42 main:581] : INFO : Epoch 2001 | loss: 0.031251 | val_loss: 0.0312512 | Time: 1469.12 ms [2021-10-07 02:47:43 main:581] : INFO : Epoch 2002 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1474.62 ms [2021-10-07 02:47:45 main:581] : INFO : Epoch 2003 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1473.93 ms [2021-10-07 02:47:46 main:581] : INFO : Epoch 2004 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1475.39 ms [2021-10-07 02:47:48 main:581] : INFO : Epoch 2005 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1458.74 ms [2021-10-07 02:47:49 main:581] : INFO : Epoch 2006 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1454.04 ms [2021-10-07 02:47:50 main:581] : INFO : Epoch 2007 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1467.55 ms [2021-10-07 02:47:52 main:581] : INFO : Epoch 2008 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 1459.19 ms [2021-10-07 02:47:53 main:581] : INFO : Epoch 2009 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1450.51 ms [2021-10-07 02:47:55 main:581] : INFO : Epoch 2010 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1455.9 ms [2021-10-07 02:47:56 main:581] : INFO : Epoch 2011 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1446.48 ms [2021-10-07 02:47:58 main:581] : INFO : Epoch 2012 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1462.89 ms [2021-10-07 02:47:59 main:581] : INFO : Epoch 2013 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1455.81 ms [2021-10-07 02:48:01 main:581] : INFO : Epoch 2014 | loss: 0.03125 | val_loss: 0.0312514 | Time: 1513.37 ms [2021-10-07 02:48:02 main:581] : INFO : Epoch 2015 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1522.55 ms [2021-10-07 02:48:04 main:581] : INFO : Epoch 2016 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1450.26 ms [2021-10-07 02:48:05 main:581] : INFO : Epoch 2017 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1449.07 ms [2021-10-07 02:48:07 main:581] : INFO : Epoch 2018 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 1452.28 ms [2021-10-07 02:48:08 main:581] : INFO : Epoch 2019 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 1461.85 ms [2021-10-07 02:48:10 main:581] : INFO : Epoch 2020 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1458.54 ms [2021-10-07 02:48:11 main:581] : INFO : Epoch 2021 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1461.71 ms [2021-10-07 02:48:12 main:581] : INFO : Epoch 2022 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 1444.43 ms [2021-10-07 02:48:14 main:581] : INFO : Epoch 2023 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 1460.75 ms [2021-10-07 02:48:15 main:581] : INFO : Epoch 2024 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1454.52 ms [2021-10-07 02:48:17 main:581] : INFO : Epoch 2025 | loss: 0.0312495 | val_loss: 0.0312516 | Time: 1462.13 ms [2021-10-07 02:48:18 main:581] : INFO : Epoch 2026 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1482.66 ms [2021-10-07 02:48:20 main:581] : INFO : Epoch 2027 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1458.3 ms [2021-10-07 02:48:21 main:581] : INFO : Epoch 2028 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1440.67 ms [2021-10-07 02:48:23 main:581] : INFO : Epoch 2029 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 1453.98 ms [2021-10-07 02:48:24 main:581] : INFO : Epoch 2030 | loss: 0.0312486 | val_loss: 0.0312494 | Time: 1437.71 ms [2021-10-07 02:48:26 main:581] : INFO : Epoch 2031 | loss: 0.031249 | val_loss: 0.0312498 | Time: 1453.1 ms [2021-10-07 02:48:27 main:581] : INFO : Epoch 2032 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1454.69 ms [2021-10-07 02:48:28 main:581] : INFO : Epoch 2033 | loss: 0.0312488 | val_loss: 0.0312495 | Time: 1467.45 ms [2021-10-07 02:48:30 main:581] : INFO : Epoch 2034 | loss: 0.0312496 | val_loss: 0.031249 | Time: 1465.13 ms [2021-10-07 02:48:31 main:581] : INFO : Epoch 2035 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1474.08 ms [2021-10-07 02:48:33 main:581] : INFO : Epoch 2036 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1453.63 ms [2021-10-07 02:48:34 main:581] : INFO : Epoch 2037 | loss: 0.0312486 | val_loss: 0.0312496 | Time: 1434.64 ms [2021-10-07 02:48:36 main:581] : INFO : Epoch 2038 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1458.62 ms [2021-10-07 02:48:37 main:581] : INFO : Epoch 2039 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 1460.69 ms [2021-10-07 02:48:39 main:581] : INFO : Epoch 2040 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1452.73 ms [2021-10-07 02:48:40 main:581] : INFO : Epoch 2041 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1461.15 ms [2021-10-07 02:48:42 main:581] : INFO : Epoch 2042 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 1456.27 ms [2021-10-07 02:48:43 main:581] : INFO : Epoch 2043 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 1459.25 ms [2021-10-07 02:48:44 main:581] : INFO : Epoch 2044 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1438.41 ms [2021-10-07 02:48:46 main:581] : INFO : Epoch 2045 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 1450.63 ms [2021-10-07 02:48:47 main:581] : INFO : Epoch 2046 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1462.26 ms [2021-10-07 02:48:49 main:581] : INFO : Epoch 2047 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1466.8 ms [2021-10-07 02:48:50 main:581] : INFO : Epoch 2048 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 1457.22 ms [2021-10-07 02:48:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312483 [2021-10-07 02:48:50 main:610] : INFO : Saving end state to config to file [2021-10-07 02:48:50 main:615] : INFO : Success, exiting.. 02:48:50 (358700): 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)