Task 14595731
| Name | ParityModified-1647049130-20863-3-0_0 |
| Workunit | 11617675 |
| Created | 10 Apr 2022, 15:40:01 UTC |
| Sent | 10 Apr 2022, 22:19:13 UTC |
| Report deadline | 18 Apr 2022, 22:19:13 UTC |
| Received | 11 Apr 2022, 10:11:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 38 sec |
| CPU time | 42 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -04-11 10:04:47 main:574] : INFO : Epoch 1542 | loss: 0.0311962 | val_loss: 0.031205 | Time: 1485.31 ms [2022-04-11 10:04:49 main:574] : INFO : Epoch 1543 | loss: 0.0311975 | val_loss: 0.0311994 | Time: 1429.21 ms [2022-04-11 10:04:50 main:574] : INFO : Epoch 1544 | loss: 0.0311973 | val_loss: 0.0312016 | Time: 1545.93 ms [2022-04-11 10:04:52 main:574] : INFO : Epoch 1545 | loss: 0.0311958 | val_loss: 0.0311994 | Time: 1521.11 ms [2022-04-11 10:04:53 main:574] : INFO : Epoch 1546 | loss: 0.0311951 | val_loss: 0.031202 | Time: 1490.35 ms [2022-04-11 10:04:55 main:574] : INFO : Epoch 1547 | loss: 0.0311952 | val_loss: 0.0312002 | Time: 1528.91 ms [2022-04-11 10:04:56 main:574] : INFO : Epoch 1548 | loss: 0.0311959 | val_loss: 0.031201 | Time: 1351.29 ms [2022-04-11 10:04:58 main:574] : INFO : Epoch 1549 | loss: 0.0311968 | val_loss: 0.0311995 | Time: 1451.69 ms [2022-04-11 10:04:59 main:574] : INFO : Epoch 1550 | loss: 0.0311958 | val_loss: 0.0311991 | Time: 1359.14 ms [2022-04-11 10:05:01 main:574] : INFO : Epoch 1551 | loss: 0.0311962 | val_loss: 0.0312066 | Time: 1451.75 ms [2022-04-11 10:05:02 main:574] : INFO : Epoch 1552 | loss: 0.0311958 | val_loss: 0.0312014 | Time: 1529.54 ms [2022-04-11 10:05:04 main:574] : INFO : Epoch 1553 | loss: 0.0311937 | val_loss: 0.0311997 | Time: 1471.12 ms [2022-04-11 10:05:05 main:574] : INFO : Epoch 1554 | loss: 0.0311925 | val_loss: 0.0312032 | Time: 1510.49 ms [2022-04-11 10:05:07 main:574] : INFO : Epoch 1555 | loss: 0.0311936 | val_loss: 0.0311995 | Time: 1514.3 ms [2022-04-11 10:05:08 main:574] : INFO : Epoch 1556 | loss: 0.031194 | val_loss: 0.0312015 | Time: 1530.14 ms [2022-04-11 10:05:10 main:574] : INFO : Epoch 1557 | loss: 0.0311913 | val_loss: 0.031197 | Time: 1489.74 ms [2022-04-11 10:05:11 main:574] : INFO : Epoch 1558 | loss: 0.0311921 | val_loss: 0.0311969 | Time: 1519.87 ms [2022-04-11 10:05:13 main:574] : INFO : Epoch 1559 | loss: 0.0311913 | val_loss: 0.031197 | Time: 1445.17 ms [2022-04-11 10:05:14 main:574] : INFO : Epoch 1560 | loss: 0.03119 | val_loss: 0.0311972 | Time: 1485.16 ms [2022-04-11 10:05:16 main:574] : INFO : Epoch 1561 | loss: 0.0311911 | val_loss: 0.0312197 | Time: 1429.1 ms [2022-04-11 10:05:17 main:574] : INFO : Epoch 1562 | loss: 0.0312272 | val_loss: 0.031236 | Time: 1427.78 ms [2022-04-11 10:05:19 main:574] : INFO : Epoch 1563 | loss: 0.0312305 | val_loss: 0.0312254 | Time: 1518.84 ms [2022-04-11 10:05:20 main:574] : INFO : Epoch 1564 | loss: 0.0312244 | val_loss: 0.0312238 | Time: 1522.32 ms [2022-04-11 10:05:22 main:574] : INFO : Epoch 1565 | loss: 0.0312201 | val_loss: 0.0312197 | Time: 1500.42 ms [2022-04-11 10:05:23 main:574] : INFO : Epoch 1566 | loss: 0.0312187 | val_loss: 0.0312225 | Time: 1484.97 ms [2022-04-11 10:05:25 main:574] : INFO : Epoch 1567 | loss: 0.0312172 | val_loss: 0.0312203 | Time: 1519.71 ms [2022-04-11 10:05:26 main:574] : INFO : Epoch 1568 | loss: 0.0312164 | val_loss: 0.0312165 | Time: 1505.36 ms [2022-04-11 10:05:28 main:574] : INFO : Epoch 1569 | loss: 0.0312165 | val_loss: 0.0312129 | Time: 1473.97 ms [2022-04-11 10:05:29 main:574] : INFO : Epoch 1570 | loss: 0.0312136 | val_loss: 0.0312162 | Time: 1533.59 ms [2022-04-11 10:05:31 main:574] : INFO : Epoch 1571 | loss: 0.0312139 | val_loss: 0.0312182 | Time: 1495.6 ms [2022-04-11 10:05:32 main:574] : INFO : Epoch 1572 | loss: 0.0312134 | val_loss: 0.0312158 | Time: 1502.12 ms [2022-04-11 10:05:34 main:574] : INFO : Epoch 1573 | loss: 0.0312118 | val_loss: 0.0312163 | Time: 1503.96 ms [2022-04-11 10:05:35 main:574] : INFO : Epoch 1574 | loss: 0.0312112 | val_loss: 0.0312148 | Time: 1357.67 ms [2022-04-11 10:05:37 main:574] : INFO : Epoch 1575 | loss: 0.03121 | val_loss: 0.0312162 | Time: 1464.56 ms [2022-04-11 10:05:38 main:574] : INFO : Epoch 1576 | loss: 0.0312115 | val_loss: 0.0312132 | Time: 1402.68 ms [2022-04-11 10:05:40 main:574] : INFO : Epoch 1577 | loss: 0.031213 | val_loss: 0.0312142 | Time: 1494.33 ms [2022-04-11 10:05:41 main:574] : INFO : Epoch 1578 | loss: 0.031211 | val_loss: 0.0312113 | Time: 1518.51 ms [2022-04-11 10:05:43 main:574] : INFO : Epoch 1579 | loss: 0.0312096 | val_loss: 0.0312131 | Time: 1485.11 ms [2022-04-11 10:05:44 main:574] : INFO : Epoch 1580 | loss: 0.0312084 | val_loss: 0.0312111 | Time: 1381.51 ms [2022-04-11 10:05:46 main:574] : INFO : Epoch 1581 | loss: 0.0312088 | val_loss: 0.0312131 | Time: 1523.13 ms [2022-04-11 10:05:47 main:574] : INFO : Epoch 1582 | loss: 0.0312089 | val_loss: 0.0312125 | Time: 1492.45 ms [2022-04-11 10:05:49 main:574] : INFO : Epoch 1583 | loss: 0.031207 | val_loss: 0.0312133 | Time: 1437.94 ms [2022-04-11 10:05:50 main:574] : INFO : Epoch 1584 | loss: 0.0312065 | val_loss: 0.0312135 | Time: 1490.49 ms [2022-04-11 10:05:52 main:574] : INFO : Epoch 1585 | loss: 0.0312057 | val_loss: 0.031211 | Time: 1607.42 ms [2022-04-11 10:05:53 main:574] : INFO : Epoch 1586 | loss: 0.0312058 | val_loss: 0.0312192 | Time: 1480.28 ms [2022-04-11 10:05:55 main:574] : INFO : Epoch 1587 | loss: 0.0312109 | val_loss: 0.0312129 | Time: 1529.78 ms [2022-04-11 10:05:56 main:574] : INFO : Epoch 1588 | loss: 0.0312083 | val_loss: 0.0312127 | Time: 1463.53 ms [2022-04-11 10:05:58 main:574] : INFO : Epoch 1589 | loss: 0.0312078 | val_loss: 0.0312151 | Time: 1509.65 ms [2022-04-11 10:05:59 main:574] : INFO : Epoch 1590 | loss: 0.031209 | val_loss: 0.0312128 | Time: 1456.31 ms [2022-04-11 10:06:01 main:574] : INFO : Epoch 1591 | loss: 0.031205 | val_loss: 0.0312114 | Time: 1366.58 ms [2022-04-11 10:06:02 main:574] : INFO : Epoch 1592 | loss: 0.0312041 | val_loss: 0.0312114 | Time: 1489.92 ms [2022-04-11 10:06:04 main:574] : INFO : Epoch 1593 | loss: 0.0312052 | val_loss: 0.0312125 | Time: 1435.03 ms [2022-04-11 10:06:05 main:574] : INFO : Epoch 1594 | loss: 0.0312045 | val_loss: 0.0312145 | Time: 1469.6 ms [2022-04-11 10:06:07 main:574] : INFO : Epoch 1595 | loss: 0.0312075 | val_loss: 0.0312158 | Time: 1485.29 ms [2022-04-11 10:06:08 main:574] : INFO : Epoch 1596 | loss: 0.0312065 | val_loss: 0.031215 | Time: 1532.78 ms [2022-04-11 10:06:10 main:574] : INFO : Epoch 1597 | loss: 0.0312081 | val_loss: 0.0312136 | Time: 1497.11 ms [2022-04-11 10:06:11 main:574] : INFO : Epoch 1598 | loss: 0.0312067 | val_loss: 0.0312126 | Time: 1438.23 ms [2022-04-11 10:06:12 main:574] : INFO : Epoch 1599 | loss: 0.031205 | val_loss: 0.0312137 | Time: 1354.6 ms [2022-04-11 10:06:14 main:574] : INFO : Epoch 1600 | loss: 0.0312044 | val_loss: 0.0312095 | Time: 1503.2 ms [2022-04-11 10:06:15 main:574] : INFO : Epoch 1601 | loss: 0.0312045 | val_loss: 0.0312235 | Time: 1466.04 ms [2022-04-11 10:06:17 main:574] : INFO : Epoch 1602 | loss: 0.0312055 | val_loss: 0.0312131 | Time: 1470.03 ms [2022-04-11 10:06:19 main:574] : INFO : Epoch 1603 | loss: 0.0312034 | val_loss: 0.031213 | Time: 1538.4 ms [2022-04-11 10:06:20 main:574] : INFO : Epoch 1604 | loss: 0.0312022 | val_loss: 0.0312139 | Time: 1531.93 ms [2022-04-11 10:06:22 main:574] : INFO : Epoch 1605 | loss: 0.0312012 | val_loss: 0.0312082 | Time: 1539.08 ms [2022-04-11 10:06:23 main:574] : INFO : Epoch 1606 | loss: 0.0312023 | val_loss: 0.0312099 | Time: 1410.65 ms [2022-04-11 10:06:25 main:574] : INFO : Epoch 1607 | loss: 0.0312053 | val_loss: 0.0312121 | Time: 1545.95 ms [2022-04-11 10:06:26 main:574] : INFO : Epoch 1608 | loss: 0.0312017 | val_loss: 0.031212 | Time: 1472.54 ms [2022-04-11 10:06:27 main:574] : INFO : Epoch 1609 | loss: 0.0312022 | val_loss: 0.0312118 | Time: 1357.78 ms [2022-04-11 10:06:29 main:574] : INFO : Epoch 1610 | loss: 0.0312012 | val_loss: 0.0312085 | Time: 1385.38 ms [2022-04-11 10:06:30 main:574] : INFO : Epoch 1611 | loss: 0.0312008 | val_loss: 0.0312084 | Time: 1464.93 ms [2022-04-11 10:06:32 main:574] : INFO : Epoch 1612 | loss: 0.0312016 | val_loss: 0.03121 | Time: 1461.77 ms [2022-04-11 10:06:33 main:574] : INFO : Epoch 1613 | loss: 0.0312042 | val_loss: 0.0312122 | Time: 1511.79 ms [2022-04-11 10:06:35 main:574] : INFO : Epoch 1614 | loss: 0.0312042 | val_loss: 0.0312081 | Time: 1498.87 ms [2022-04-11 10:06:36 main:574] : INFO : Epoch 1615 | loss: 0.0312026 | val_loss: 0.0312117 | Time: 1463.98 ms [2022-04-11 10:06:38 main:574] : INFO : Epoch 1616 | loss: 0.0312051 | val_loss: 0.0312131 | Time: 1502.41 ms [2022-04-11 10:06:39 main:574] : INFO : Epoch 1617 | loss: 0.0312039 | val_loss: 0.0312093 | Time: 1519.15 ms [2022-04-11 10:06:41 main:574] : INFO : Epoch 1618 | loss: 0.0312039 | val_loss: 0.0312152 | Time: 1424.43 ms [2022-04-11 10:06:42 main:574] : INFO : Epoch 1619 | loss: 0.0312027 | val_loss: 0.0312093 | Time: 1461.95 ms [2022-04-11 10:06:44 main:574] : INFO : Epoch 1620 | loss: 0.0312022 | val_loss: 0.0312111 | Time: 1558.76 ms [2022-04-11 10:06:45 main:574] : INFO : Epoch 1621 | loss: 0.0312019 | val_loss: 0.0312082 | Time: 1386.67 ms [2022-04-11 10:06:47 main:574] : INFO : Epoch 1622 | loss: 0.0312012 | val_loss: 0.0312085 | Time: 1485.17 ms [2022-04-11 10:06:48 main:574] : INFO : Epoch 1623 | loss: 0.0312008 | val_loss: 0.0312075 | Time: 1691.25 ms [2022-04-11 10:06:50 main:574] : INFO : Epoch 1624 | loss: 0.0312001 | val_loss: 0.0312089 | Time: 1494.1 ms [2022-04-11 10:06:51 main:574] : INFO : Epoch 1625 | loss: 0.0312016 | val_loss: 0.0312061 | Time: 1465.91 ms [2022-04-11 10:06:53 main:574] : INFO : Epoch 1626 | loss: 0.0312043 | val_loss: 0.0312137 | Time: 1420.95 ms [2022-04-11 10:06:54 main:574] : INFO : Epoch 1627 | loss: 0.031206 | val_loss: 0.0312091 | Time: 1428.96 ms [2022-04-11 10:06:56 main:574] : INFO : Epoch 1628 | loss: 0.0312041 | val_loss: 0.031211 | Time: 1500.54 ms [2022-04-11 10:06:57 main:574] : INFO : Epoch 1629 | loss: 0.0312029 | val_loss: 0.0312101 | Time: 1504.56 ms [2022-04-11 10:06:59 main:574] : INFO : Epoch 1630 | loss: 0.0312013 | val_loss: 0.0312084 | Time: 1496.21 ms [2022-04-11 10:07:00 main:574] : INFO : Epoch 1631 | loss: 0.0312006 | val_loss: 0.0312051 | Time: 1533.51 ms [2022-04-11 10:07:02 main:574] : INFO : Epoch 1632 | loss: 0.0312019 | val_loss: 0.031209 | Time: 1402.2 ms [2022-04-11 10:07:03 main:574] : INFO : Epoch 1633 | loss: 0.031202 | val_loss: 0.0312065 | Time: 1526.25 ms [2022-04-11 10:07:05 main:574] : INFO : Epoch 1634 | loss: 0.0312024 | val_loss: 0.0312061 | Time: 1526.15 ms [2022-04-11 10:07:06 main:574] : INFO : Epoch 1635 | loss: 0.0312009 | val_loss: 0.0312072 | Time: 1358.99 ms [2022-04-11 10:07:08 main:574] : INFO : Epoch 1636 | loss: 0.0312014 | val_loss: 0.0312118 | Time: 1398.01 ms [2022-04-11 10:07:09 main:574] : INFO : Epoch 1637 | loss: 0.0312022 | val_loss: 0.0312062 | Time: 1433.89 ms [2022-04-11 10:07:11 main:574] : INFO : Epoch 1638 | loss: 0.0312008 | val_loss: 0.0312054 | Time: 1506.11 ms [2022-04-11 10:07:12 main:574] : INFO : Epoch 1639 | loss: 0.0311992 | val_loss: 0.0312085 | Time: 1516.94 ms [2022-04-11 10:07:14 main:574] : INFO : Epoch 1640 | loss: 0.0311984 | val_loss: 0.0312054 | Time: 1522.17 ms [2022-04-11 10:07:15 main:574] : INFO : Epoch 1641 | loss: 0.0312013 | val_loss: 0.0312091 | Time: 1508.06 ms [2022-04-11 10:07:17 main:574] : INFO : Epoch 1642 | loss: 0.0312051 | val_loss: 0.0312079 | Time: 1449.13 ms [2022-04-11 10:07:18 main:574] : INFO : Epoch 1643 | loss: 0.0312032 | val_loss: 0.0312111 | Time: 1447.85 ms [2022-04-11 10:07:20 main:574] : INFO : Epoch 1644 | loss: 0.0312035 | val_loss: 0.0312054 | Time: 1540.15 ms [2022-04-11 10:07:21 main:574] : INFO : Epoch 1645 | loss: 0.0312011 | val_loss: 0.0312064 | Time: 1478.31 ms [2022-04-11 10:07:23 main:574] : INFO : Epoch 1646 | loss: 0.0311992 | val_loss: 0.0312074 | Time: 1444.94 ms [2022-04-11 10:07:24 main:574] : INFO : Epoch 1647 | loss: 0.0312003 | val_loss: 0.0312088 | Time: 1463.08 ms [2022-04-11 10:07:26 main:574] : INFO : Epoch 1648 | loss: 0.0311984 | val_loss: 0.0312063 | Time: 1476.73 ms [2022-04-11 10:07:27 main:574] : INFO : Epoch 1649 | loss: 0.0311975 | val_loss: 0.0312127 | Time: 1449.75 ms [2022-04-11 10:07:29 main:574] : INFO : Epoch 1650 | loss: 0.0312053 | val_loss: 0.0312062 | Time: 1505.68 ms [2022-04-11 10:07:30 main:574] : INFO : Epoch 1651 | loss: 0.0312034 | val_loss: 0.0312067 | Time: 1466.87 ms [2022-04-11 10:07:31 main:574] : INFO : Epoch 1652 | loss: 0.0311991 | val_loss: 0.0312055 | Time: 1380.22 ms [2022-04-11 10:07:33 main:574] : INFO : Epoch 1653 | loss: 0.0311985 | val_loss: 0.0312076 | Time: 1494.05 ms [2022-04-11 10:07:34 main:574] : INFO : Epoch 1654 | loss: 0.0311987 | val_loss: 0.0312061 | Time: 1393.92 ms [2022-04-11 10:07:36 main:574] : INFO : Epoch 1655 | loss: 0.0311993 | val_loss: 0.0312048 | Time: 1388.46 ms [2022-04-11 10:07:37 main:574] : INFO : Epoch 1656 | loss: 0.0311967 | val_loss: 0.0312054 | Time: 1535.47 ms [2022-04-11 10:07:39 main:574] : INFO : Epoch 1657 | loss: 0.0311958 | val_loss: 0.0312063 | Time: 1387.1 ms [2022-04-11 10:07:40 main:574] : INFO : Epoch 1658 | loss: 0.0311974 | val_loss: 0.0312104 | Time: 1427.4 ms [2022-04-11 10:07:42 main:574] : INFO : Epoch 1659 | loss: 0.0311968 | val_loss: 0.0312048 | Time: 1517.65 ms [2022-04-11 10:07:43 main:574] : INFO : Epoch 1660 | loss: 0.0311961 | val_loss: 0.0312119 | Time: 1493.19 ms [2022-04-11 10:07:45 main:574] : INFO : Epoch 1661 | loss: 0.0311985 | val_loss: 0.0312056 | Time: 1441.57 ms [2022-04-11 10:07:46 main:574] : INFO : Epoch 1662 | loss: 0.031199 | val_loss: 0.0312062 | Time: 1491.36 ms [2022-04-11 10:07:48 main:574] : INFO : Epoch 1663 | loss: 0.031199 | val_loss: 0.0312107 | Time: 1497.59 ms [2022-04-11 10:07:49 main:574] : INFO : Epoch 1664 | loss: 0.031199 | val_loss: 0.0312081 | Time: 1512.66 ms [2022-04-11 10:07:51 main:574] : INFO : Epoch 1665 | loss: 0.0312 | val_loss: 0.0312056 | Time: 1485.59 ms [2022-04-11 10:07:52 main:574] : INFO : Epoch 1666 | loss: 0.0311979 | val_loss: 0.0312057 | Time: 1505.82 ms [2022-04-11 10:07:53 main:574] : INFO : Epoch 1667 | loss: 0.0311978 | val_loss: 0.031205 | Time: 1379.12 ms [2022-04-11 10:07:55 main:574] : INFO : Epoch 1668 | loss: 0.0311988 | val_loss: 0.0312062 | Time: 1485.83 ms [2022-04-11 10:07:56 main:574] : INFO : Epoch 1669 | loss: 0.0311993 | val_loss: 0.0312048 | Time: 1468 ms [2022-04-11 10:07:58 main:574] : INFO : Epoch 1670 | loss: 0.0311962 | val_loss: 0.0312078 | Time: 1402.72 ms [2022-04-11 10:07:59 main:574] : INFO : Epoch 1671 | loss: 0.0312002 | val_loss: 0.0312049 | Time: 1356.15 ms [2022-04-11 10:08:01 main:574] : INFO : Epoch 1672 | loss: 0.0311975 | val_loss: 0.0312092 | Time: 1450.69 ms [2022-04-11 10:08:02 main:574] : INFO : Epoch 1673 | loss: 0.0311962 | val_loss: 0.0312054 | Time: 1384.18 ms [2022-04-11 10:08:03 main:574] : INFO : Epoch 1674 | loss: 0.0311969 | val_loss: 0.0312041 | Time: 1428.65 ms [2022-04-11 10:08:05 main:574] : INFO : Epoch 1675 | loss: 0.0311948 | val_loss: 0.0312046 | Time: 1376.14 ms [2022-04-11 10:08:06 main:574] : INFO : Epoch 1676 | loss: 0.0311951 | val_loss: 0.0312118 | Time: 1491.63 ms [2022-04-11 10:08:08 main:574] : INFO : Epoch 1677 | loss: 0.031197 | val_loss: 0.0312055 | Time: 1438.57 ms [2022-04-11 10:08:09 main:574] : INFO : Epoch 1678 | loss: 0.0311969 | val_loss: 0.0312104 | Time: 1415.27 ms [2022-04-11 10:08:11 main:574] : INFO : Epoch 1679 | loss: 0.0311977 | val_loss: 0.0312065 | Time: 1385.9 ms [2022-04-11 10:08:12 main:574] : INFO : Epoch 1680 | loss: 0.0311948 | val_loss: 0.0312032 | Time: 1513.8 ms [2022-04-11 10:08:14 main:574] : INFO : Epoch 1681 | loss: 0.031195 | val_loss: 0.0312116 | Time: 1525.47 ms [2022-04-11 10:08:15 main:574] : INFO : Epoch 1682 | loss: 0.0311954 | val_loss: 0.0312033 | Time: 1467.33 ms [2022-04-11 10:08:17 main:574] : INFO : Epoch 1683 | loss: 0.0311945 | val_loss: 0.0312042 | Time: 1474.24 ms [2022-04-11 10:08:18 main:574] : INFO : Epoch 1684 | loss: 0.031194 | val_loss: 0.0312095 | Time: 1388.88 ms [2022-04-11 10:08:20 main:574] : INFO : Epoch 1685 | loss: 0.0311943 | val_loss: 0.0312026 | Time: 1509.68 ms [2022-04-11 10:08:21 main:574] : INFO : Epoch 1686 | loss: 0.0311954 | val_loss: 0.0312029 | Time: 1467.74 ms [2022-04-11 10:08:22 main:574] : INFO : Epoch 1687 | loss: 0.0312002 | val_loss: 0.0312127 | Time: 1433.65 ms [2022-04-11 10:08:24 main:574] : INFO : Epoch 1688 | loss: 0.0312021 | val_loss: 0.0312078 | Time: 1502.9 ms [2022-04-11 10:08:25 main:574] : INFO : Epoch 1689 | loss: 0.0312013 | val_loss: 0.0312115 | Time: 1343.1 ms [2022-04-11 10:08:27 main:574] : INFO : Epoch 1690 | loss: 0.0312025 | val_loss: 0.0312064 | Time: 1509.21 ms [2022-04-11 10:08:28 main:574] : INFO : Epoch 1691 | loss: 0.0311978 | val_loss: 0.0312061 | Time: 1383.44 ms [2022-04-11 10:08:30 main:574] : INFO : Epoch 1692 | loss: 0.0311958 | val_loss: 0.0312037 | Time: 1367.77 ms [2022-04-11 10:08:31 main:574] : INFO : Epoch 1693 | loss: 0.0311945 | val_loss: 0.0312037 | Time: 1456.85 ms [2022-04-11 10:08:33 main:574] : INFO : Epoch 1694 | loss: 0.0311936 | val_loss: 0.0312025 | Time: 1559.26 ms [2022-04-11 10:08:34 main:574] : INFO : Epoch 1695 | loss: 0.0311938 | val_loss: 0.0312034 | Time: 1486.01 ms [2022-04-11 10:08:36 main:574] : INFO : Epoch 1696 | loss: 0.0311938 | val_loss: 0.0312034 | Time: 1496.8 ms [2022-04-11 10:08:37 main:574] : INFO : Epoch 1697 | loss: 0.0311953 | val_loss: 0.0312052 | Time: 1435.39 ms [2022-04-11 10:08:39 main:574] : INFO : Epoch 1698 | loss: 0.0311948 | val_loss: 0.0312033 | Time: 1476.62 ms [2022-04-11 10:08:40 main:574] : INFO : Epoch 1699 | loss: 0.0311933 | val_loss: 0.031204 | Time: 1499.82 ms [2022-04-11 10:08:42 main:574] : INFO : Epoch 1700 | loss: 0.0311922 | val_loss: 0.0312029 | Time: 1448.78 ms [2022-04-11 10:08:43 main:574] : INFO : Epoch 1701 | loss: 0.0311954 | val_loss: 0.0312033 | Time: 1555.03 ms [2022-04-11 10:08:45 main:574] : INFO : Epoch 1702 | loss: 0.0311947 | val_loss: 0.0312079 | Time: 1396.36 ms [2022-04-11 10:08:46 main:574] : INFO : Epoch 1703 | loss: 0.0311939 | val_loss: 0.0312063 | Time: 1482.55 ms [2022-04-11 10:08:47 main:574] : INFO : Epoch 1704 | loss: 0.0311961 | val_loss: 0.0312047 | Time: 1354.19 ms [2022-04-11 10:08:49 main:574] : INFO : Epoch 1705 | loss: 0.0311947 | val_loss: 0.0312085 | Time: 1497.02 ms [2022-04-11 10:08:50 main:574] : INFO : Epoch 1706 | loss: 0.0311965 | val_loss: 0.0312033 | Time: 1457.25 ms [2022-04-11 10:08:52 main:574] : INFO : Epoch 1707 | loss: 0.0311926 | val_loss: 0.0312031 | Time: 1529.31 ms [2022-04-11 10:08:53 main:574] : INFO : Epoch 1708 | loss: 0.0311991 | val_loss: 0.031206 | Time: 1504.99 ms [2022-04-11 10:08:55 main:574] : INFO : Epoch 1709 | loss: 0.0312011 | val_loss: 0.0312114 | Time: 1424.68 ms [2022-04-11 10:08:56 main:574] : INFO : Epoch 1710 | loss: 0.0312009 | val_loss: 0.0312046 | Time: 1342.41 ms [2022-04-11 10:08:58 main:574] : INFO : Epoch 1711 | loss: 0.0311969 | val_loss: 0.031204 | Time: 1417.33 ms [2022-04-11 10:08:59 main:574] : INFO : Epoch 1712 | loss: 0.0311949 | val_loss: 0.0312079 | Time: 1510.93 ms [2022-04-11 10:09:01 main:574] : INFO : Epoch 1713 | loss: 0.0311983 | val_loss: 0.0312036 | Time: 1493.6 ms [2022-04-11 10:09:02 main:574] : INFO : Epoch 1714 | loss: 0.031195 | val_loss: 0.0312009 | Time: 1422.2 ms [2022-04-11 10:09:03 main:574] : INFO : Epoch 1715 | loss: 0.0311933 | val_loss: 0.0312012 | Time: 1393.31 ms [2022-04-11 10:09:05 main:574] : INFO : Epoch 1716 | loss: 0.0311921 | val_loss: 0.0312022 | Time: 1451.73 ms [2022-04-11 10:09:06 main:574] : INFO : Epoch 1717 | loss: 0.0311919 | val_loss: 0.0312007 | Time: 1450.79 ms [2022-04-11 10:09:08 main:574] : INFO : Epoch 1718 | loss: 0.0311918 | val_loss: 0.0312013 | Time: 1525.74 ms [2022-04-11 10:09:09 main:574] : INFO : Epoch 1719 | loss: 0.0311923 | val_loss: 0.0312023 | Time: 1379.52 ms [2022-04-11 10:09:11 main:574] : INFO : Epoch 1720 | loss: 0.0311923 | val_loss: 0.0312005 | Time: 1351.6 ms [2022-04-11 10:09:12 main:574] : INFO : Epoch 1721 | loss: 0.0311939 | val_loss: 0.0312052 | Time: 1481.81 ms [2022-04-11 10:09:14 main:574] : INFO : Epoch 1722 | loss: 0.0311952 | val_loss: 0.0312059 | Time: 1509.8 ms [2022-04-11 10:09:15 main:574] : INFO : Epoch 1723 | loss: 0.0311956 | val_loss: 0.0312059 | Time: 1379.24 ms [2022-04-11 10:09:16 main:574] : INFO : Epoch 1724 | loss: 0.0311932 | val_loss: 0.0312022 | Time: 1437.03 ms [2022-04-11 10:09:18 main:574] : INFO : Epoch 1725 | loss: 0.0311947 | val_loss: 0.0312045 | Time: 1435.26 ms [2022-04-11 10:09:19 main:574] : INFO : Epoch 1726 | loss: 0.0312016 | val_loss: 0.0312128 | Time: 1364.32 ms [2022-04-11 10:09:21 main:574] : INFO : Epoch 1727 | loss: 0.0311994 | val_loss: 0.0312042 | Time: 1462.81 ms [2022-04-11 10:09:22 main:574] : INFO : Epoch 1728 | loss: 0.0312009 | val_loss: 0.0312059 | Time: 1414.49 ms [2022-04-11 10:09:24 main:574] : INFO : Epoch 1729 | loss: 0.0311977 | val_loss: 0.0312014 | Time: 1484.46 ms [2022-04-11 10:09:25 main:574] : INFO : Epoch 1730 | loss: 0.0311984 | val_loss: 0.0312021 | Time: 1507.15 ms [2022-04-11 10:09:27 main:574] : INFO : Epoch 1731 | loss: 0.0311955 | val_loss: 0.0312064 | Time: 1385.48 ms [2022-04-11 10:09:28 main:574] : INFO : Epoch 1732 | loss: 0.0311947 | val_loss: 0.0312086 | Time: 1425.34 ms [2022-04-11 10:09:30 main:574] : INFO : Epoch 1733 | loss: 0.0311945 | val_loss: 0.0312007 | Time: 1572.6 ms [2022-04-11 10:09:31 main:574] : INFO : Epoch 1734 | loss: 0.0311932 | val_loss: 0.0312025 | Time: 1515.99 ms [2022-04-11 10:09:33 main:574] : INFO : Epoch 1735 | loss: 0.0311953 | val_loss: 0.0312025 | Time: 1492.2 ms [2022-04-11 10:09:34 main:574] : INFO : Epoch 1736 | loss: 0.0311935 | val_loss: 0.0311989 | Time: 1350.24 ms [2022-04-11 10:09:35 main:574] : INFO : Epoch 1737 | loss: 0.0311942 | val_loss: 0.0312069 | Time: 1356.06 ms [2022-04-11 10:09:37 main:574] : INFO : Epoch 1738 | loss: 0.031193 | val_loss: 0.0312001 | Time: 1547.42 ms [2022-04-11 10:09:38 main:574] : INFO : Epoch 1739 | loss: 0.0311932 | val_loss: 0.0312024 | Time: 1447.63 ms [2022-04-11 10:09:40 main:574] : INFO : Epoch 1740 | loss: 0.0311981 | val_loss: 0.0312045 | Time: 1360.02 ms [2022-04-11 10:09:41 main:574] : INFO : Epoch 1741 | loss: 0.031196 | val_loss: 0.0312007 | Time: 1457.59 ms [2022-04-11 10:09:43 main:574] : INFO : Epoch 1742 | loss: 0.0311986 | val_loss: 0.0312082 | Time: 1529.19 ms [2022-04-11 10:09:44 main:574] : INFO : Epoch 1743 | loss: 0.0311998 | val_loss: 0.0312006 | Time: 1522.69 ms [2022-04-11 10:09:46 main:574] : INFO : Epoch 1744 | loss: 0.0311987 | val_loss: 0.0312013 | Time: 1470.86 ms [2022-04-11 10:09:47 main:574] : INFO : Epoch 1745 | loss: 0.031199 | val_loss: 0.0312086 | Time: 1515.98 ms [2022-04-11 10:09:49 main:574] : INFO : Epoch 1746 | loss: 0.0311999 | val_loss: 0.0312101 | Time: 1560.66 ms [2022-04-11 10:09:50 main:574] : INFO : Epoch 1747 | loss: 0.0312003 | val_loss: 0.0312085 | Time: 1422.22 ms [2022-04-11 10:09:52 main:574] : INFO : Epoch 1748 | loss: 0.0311982 | val_loss: 0.0311995 | Time: 1356.11 ms [2022-04-11 10:09:53 main:574] : INFO : Epoch 1749 | loss: 0.0311965 | val_loss: 0.0312063 | Time: 1473.3 ms [2022-04-11 10:09:55 main:574] : INFO : Epoch 1750 | loss: 0.0311972 | val_loss: 0.0312031 | Time: 1483.16 ms [2022-04-11 10:09:56 main:574] : INFO : Epoch 1751 | loss: 0.0311975 | val_loss: 0.0312049 | Time: 1500.53 ms [2022-04-11 10:09:58 main:574] : INFO : Epoch 1752 | loss: 0.0311977 | val_loss: 0.0311992 | Time: 1504.12 ms [2022-04-11 10:09:59 main:574] : INFO : Epoch 1753 | loss: 0.0311941 | val_loss: 0.0311988 | Time: 1493.3 ms [2022-04-11 10:10:01 main:574] : INFO : Epoch 1754 | loss: 0.0311933 | val_loss: 0.031202 | Time: 1372.11 ms [2022-04-11 10:10:02 main:574] : INFO : Epoch 1755 | loss: 0.0311936 | val_loss: 0.0311999 | Time: 1479.79 ms [2022-04-11 10:10:04 main:574] : INFO : Epoch 1756 | loss: 0.0311958 | val_loss: 0.0312003 | Time: 1492.1 ms [2022-04-11 10:10:05 main:574] : INFO : Epoch 1757 | loss: 0.0311961 | val_loss: 0.0311977 | Time: 1420.82 ms [2022-04-11 10:10:07 main:574] : INFO : Epoch 1758 | loss: 0.0311942 | val_loss: 0.0311996 | Time: 1493.56 ms [2022-04-11 10:10:08 main:574] : INFO : Epoch 1759 | loss: 0.0312 | val_loss: 0.0312037 | Time: 1478.79 ms [2022-04-11 10:10:10 main:574] : INFO : Epoch 1760 | loss: 0.0311955 | val_loss: 0.0311985 | Time: 1498.72 ms [2022-04-11 10:10:11 main:574] : INFO : Epoch 1761 | loss: 0.031194 | val_loss: 0.0311982 | Time: 1488.9 ms [2022-04-11 10:10:13 main:574] : INFO : Epoch 1762 | loss: 0.0311992 | val_loss: 0.0312024 | Time: 1448.06 ms [2022-04-11 10:10:14 main:574] : INFO : Epoch 1763 | loss: 0.0312008 | val_loss: 0.0312015 | Time: 1475 ms [2022-04-11 10:10:16 main:574] : INFO : Epoch 1764 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 1410.95 ms [2022-04-11 10:10:17 main:574] : INFO : Epoch 1765 | loss: 0.0311968 | val_loss: 0.0312052 | Time: 1519.92 ms [2022-04-11 10:10:19 main:574] : INFO : Epoch 1766 | loss: 0.0311973 | val_loss: 0.0312001 | Time: 1520.13 ms [2022-04-11 10:10:20 main:574] : INFO : Epoch 1767 | loss: 0.0311934 | val_loss: 0.0311973 | Time: 1471.33 ms [2022-04-11 10:10:22 main:574] : INFO : Epoch 1768 | loss: 0.0311921 | val_loss: 0.0311961 | Time: 1454 ms [2022-04-11 10:10:23 main:574] : INFO : Epoch 1769 | loss: 0.0311925 | val_loss: 0.0311975 | Time: 1545.33 ms [2022-04-11 10:10:25 main:574] : INFO : Epoch 1770 | loss: 0.0311935 | val_loss: 0.031196 | Time: 1504.28 ms [2022-04-11 10:10:26 main:574] : INFO : Epoch 1771 | loss: 0.0311919 | val_loss: 0.031197 | Time: 1540.6 ms [2022-04-11 10:10:28 main:574] : INFO : Epoch 1772 | loss: 0.0311907 | val_loss: 0.0311955 | Time: 1358.48 ms [2022-04-11 10:10:29 main:574] : INFO : Epoch 1773 | loss: 0.0311911 | val_loss: 0.0311973 | Time: 1421.81 ms [2022-04-11 10:10:31 main:574] : INFO : Epoch 1774 | loss: 0.0311905 | val_loss: 0.0311983 | Time: 1543.76 ms [2022-04-11 10:10:32 main:574] : INFO : Epoch 1775 | loss: 0.0311927 | val_loss: 0.0311964 | Time: 1451.41 ms [2022-04-11 10:10:34 main:574] : INFO : Epoch 1776 | loss: 0.0311922 | val_loss: 0.0311993 | Time: 1457.85 ms [2022-04-11 10:10:35 main:574] : INFO : Epoch 1777 | loss: 0.0311924 | val_loss: 0.0311992 | Time: 1380.16 ms [2022-04-11 10:10:37 main:574] : INFO : Epoch 1778 | loss: 0.0311917 | val_loss: 0.0311977 | Time: 1492.33 ms [2022-04-11 10:10:38 main:574] : INFO : Epoch 1779 | loss: 0.0311917 | val_loss: 0.0311976 | Time: 1510.34 ms [2022-04-11 10:10:39 main:574] : INFO : Epoch 1780 | loss: 0.0311926 | val_loss: 0.0311984 | Time: 1390.97 ms [2022-04-11 10:10:41 main:574] : INFO : Epoch 1781 | loss: 0.0311926 | val_loss: 0.0312031 | Time: 1443.55 ms [2022-04-11 10:10:43 main:574] : INFO : Epoch 1782 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 1523.97 ms [2022-04-11 10:10:44 main:574] : INFO : Epoch 1783 | loss: 0.0311924 | val_loss: 0.0311995 | Time: 1536.26 ms [2022-04-11 10:10:46 main:574] : INFO : Epoch 1784 | loss: 0.0311914 | val_loss: 0.0311998 | Time: 1431.32 ms [2022-04-11 10:10:47 main:574] : INFO : Epoch 1785 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 1447.29 ms [2022-04-11 10:10:48 main:574] : INFO : Epoch 1786 | loss: 0.0311923 | val_loss: 0.0312006 | Time: 1371.61 ms [2022-04-11 10:10:50 main:574] : INFO : Epoch 1787 | loss: 0.0311954 | val_loss: 0.0312019 | Time: 1594.06 ms [2022-04-11 10:10:51 main:574] : INFO : Epoch 1788 | loss: 0.0311956 | val_loss: 0.0312042 | Time: 1514.4 ms [2022-04-11 10:10:53 main:574] : INFO : Epoch 1789 | loss: 0.0311936 | val_loss: 0.031211 | Time: 1478.09 ms [2022-04-11 10:10:55 main:574] : INFO : Epoch 1790 | loss: 0.0311982 | val_loss: 0.0312051 | Time: 1512.75 ms [2022-04-11 10:10:56 main:574] : INFO : Epoch 1791 | loss: 0.0311925 | val_loss: 0.0311993 | Time: 1511.99 ms [2022-04-11 10:10:58 main:574] : INFO : Epoch 1792 | loss: 0.0311945 | val_loss: 0.0312047 | Time: 1453.15 ms [2022-04-11 10:10:59 main:574] : INFO : Epoch 1793 | loss: 0.031199 | val_loss: 0.0312056 | Time: 1484.19 ms [2022-04-11 10:11:01 main:574] : INFO : Epoch 1794 | loss: 0.0311935 | val_loss: 0.0312001 | Time: 1498.63 ms [2022-04-11 10:11:02 main:574] : INFO : Epoch 1795 | loss: 0.0311907 | val_loss: 0.0311992 | Time: 1544.86 ms [2022-04-11 10:11:04 main:574] : INFO : Epoch 1796 | loss: 0.0311893 | val_loss: 0.0312 | Time: 1500.48 ms [2022-04-11 10:11:05 main:574] : INFO : Epoch 1797 | loss: 0.031192 | val_loss: 0.0312046 | Time: 1535.29 ms [2022-04-11 10:11:07 main:574] : INFO : Epoch 1798 | loss: 0.0311899 | val_loss: 0.0311974 | Time: 1388.01 ms [2022-04-11 10:11:08 main:574] : INFO : Epoch 1799 | loss: 0.0311901 | val_loss: 0.0312031 | Time: 1370.6 ms [2022-04-11 10:11:09 main:574] : INFO : Epoch 1800 | loss: 0.0311924 | val_loss: 0.0312002 | Time: 1510.93 ms [2022-04-11 10:11:11 main:574] : INFO : Epoch 1801 | loss: 0.0311963 | val_loss: 0.0312124 | Time: 1454.26 ms [2022-04-11 10:11:12 main:574] : INFO : Epoch 1802 | loss: 0.0311975 | val_loss: 0.031209 | Time: 1508.33 ms [2022-04-11 10:11:14 main:574] : INFO : Epoch 1803 | loss: 0.0311941 | val_loss: 0.0312016 | Time: 1550.95 ms [2022-04-11 10:11:16 main:574] : INFO : Epoch 1804 | loss: 0.031189 | val_loss: 0.0311989 | Time: 1547.68 ms [2022-04-11 10:11:17 main:574] : INFO : Epoch 1805 | loss: 0.03119 | val_loss: 0.031201 | Time: 1476.17 ms [2022-04-11 10:11:18 main:574] : INFO : Epoch 1806 | loss: 0.0311906 | val_loss: 0.0311984 | Time: 1360.23 ms [2022-04-11 10:11:20 main:574] : INFO : Epoch 1807 | loss: 0.0311887 | val_loss: 0.0311984 | Time: 1529.55 ms [2022-04-11 10:11:21 main:574] : INFO : Epoch 1808 | loss: 0.031189 | val_loss: 0.0311969 | Time: 1389.19 ms [2022-04-11 10:11:23 main:574] : INFO : Epoch 1809 | loss: 0.031213 | val_loss: 0.03122 | Time: 1510.16 ms [2022-04-11 10:11:24 main:574] : INFO : Epoch 1810 | loss: 0.0312191 | val_loss: 0.0312182 | Time: 1509.85 ms [2022-04-11 10:11:26 main:574] : INFO : Epoch 1811 | loss: 0.0312095 | val_loss: 0.0312048 | Time: 1386.44 ms [2022-04-11 10:11:27 main:574] : INFO : Epoch 1812 | loss: 0.0311966 | val_loss: 0.0312055 | Time: 1492.2 ms [2022-04-11 10:11:29 main:574] : INFO : Epoch 1813 | loss: 0.0311923 | val_loss: 0.0312012 | Time: 1372.23 ms [2022-04-11 10:11:30 main:574] : INFO : Epoch 1814 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 1501.4 ms [2022-04-11 10:11:32 main:574] : INFO : Epoch 1815 | loss: 0.0311922 | val_loss: 0.031198 | Time: 1521.82 ms [2022-04-11 10:11:33 main:574] : INFO : Epoch 1816 | loss: 0.0311908 | val_loss: 0.0311968 | Time: 1482.08 ms [2022-04-11 10:11:35 main:574] : INFO : Epoch 1817 | loss: 0.0311907 | val_loss: 0.0311984 | Time: 1359.01 ms [2022-04-11 10:11:36 main:574] : INFO : Epoch 1818 | loss: 0.0311923 | val_loss: 0.0312 | Time: 1517.51 ms [2022-04-11 10:11:38 main:574] : INFO : Epoch 1819 | loss: 0.0311919 | val_loss: 0.0312009 | Time: 1445.23 ms [2022-04-11 10:11:39 main:574] : INFO : Epoch 1820 | loss: 0.0311891 | val_loss: 0.0312021 | Time: 1560.84 ms [2022-04-11 10:11:41 main:574] : INFO : Epoch 1821 | loss: 0.031188 | val_loss: 0.0311998 | Time: 1465 ms [2022-04-11 10:11:42 main:574] : INFO : Epoch 1822 | loss: 0.0311887 | val_loss: 0.0311981 | Time: 1379.75 ms [2022-04-11 10:11:44 main:574] : INFO : Epoch 1823 | loss: 0.0311883 | val_loss: 0.0311989 | Time: 1479.68 ms [2022-04-11 10:11:45 main:574] : INFO : Epoch 1824 | loss: 0.0312035 | val_loss: 0.031225 | Time: 1412.59 ms [2022-04-11 10:11:46 main:574] : INFO : Epoch 1825 | loss: 0.0312168 | val_loss: 0.0312173 | Time: 1349.01 ms [2022-04-11 10:11:48 main:574] : INFO : Epoch 1826 | loss: 0.031215 | val_loss: 0.0312167 | Time: 1564.78 ms [2022-04-11 10:11:50 main:574] : INFO : Epoch 1827 | loss: 0.0312119 | val_loss: 0.0312136 | Time: 1523.78 ms [2022-04-11 10:11:51 main:574] : INFO : Epoch 1828 | loss: 0.031219 | val_loss: 0.0312224 | Time: 1415.59 ms [2022-04-11 10:11:52 main:574] : INFO : Epoch 1829 | loss: 0.0312197 | val_loss: 0.0312207 | Time: 1506.9 ms [2022-04-11 10:11:54 main:574] : INFO : Epoch 1830 | loss: 0.0312184 | val_loss: 0.0312175 | Time: 1507.21 ms [2022-04-11 10:11:55 main:574] : INFO : Epoch 1831 | loss: 0.0312141 | val_loss: 0.031213 | Time: 1370.62 ms [2022-04-11 10:11:57 main:574] : INFO : Epoch 1832 | loss: 0.0312103 | val_loss: 0.0312107 | Time: 1514.57 ms [2022-04-11 10:11:58 main:574] : INFO : Epoch 1833 | loss: 0.0312112 | val_loss: 0.0312134 | Time: 1426.73 ms [2022-04-11 10:12:00 main:574] : INFO : Epoch 1834 | loss: 0.0312117 | val_loss: 0.0312143 | Time: 1365.34 ms [2022-04-11 10:12:01 main:574] : INFO : Epoch 1835 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 1443.77 ms [2022-04-11 10:12:03 main:574] : INFO : Epoch 1836 | loss: 0.0312065 | val_loss: 0.0312088 | Time: 1555.35 ms [2022-04-11 10:12:04 main:574] : INFO : Epoch 1837 | loss: 0.0312074 | val_loss: 0.0312119 | Time: 1444.35 ms [2022-04-11 10:12:06 main:574] : INFO : Epoch 1838 | loss: 0.0312086 | val_loss: 0.031211 | Time: 1566.26 ms [2022-04-11 10:12:07 main:574] : INFO : Epoch 1839 | loss: 0.0312214 | val_loss: 0.0312404 | Time: 1536.9 ms [2022-04-11 10:12:09 main:574] : INFO : Epoch 1840 | loss: 0.0312446 | val_loss: 0.0312414 | Time: 1500.41 ms [2022-04-11 10:12:10 main:574] : INFO : Epoch 1841 | loss: 0.0312439 | val_loss: 0.0312402 | Time: 1403.77 ms [2022-04-11 10:12:12 main:574] : INFO : Epoch 1842 | loss: 0.031243 | val_loss: 0.0312404 | Time: 1474.94 ms [2022-04-11 10:12:13 main:574] : INFO : Epoch 1843 | loss: 0.0312406 | val_loss: 0.0312379 | Time: 1490.47 ms [2022-04-11 10:12:15 main:574] : INFO : Epoch 1844 | loss: 0.0312402 | val_loss: 0.0312391 | Time: 1522 ms [2022-04-11 10:12:16 main:574] : INFO : Epoch 1845 | loss: 0.0312384 | val_loss: 0.0312352 | Time: 1428.99 ms [2022-04-11 10:12:18 main:574] : INFO : Epoch 1846 | loss: 0.0312382 | val_loss: 0.0312351 | Time: 1508.4 ms [2022-04-11 10:12:19 main:574] : INFO : Epoch 1847 | loss: 0.0312375 | val_loss: 0.0312356 | Time: 1526.81 ms [2022-04-11 10:12:21 main:574] : INFO : Epoch 1848 | loss: 0.0312371 | val_loss: 0.0312336 | Time: 1499.06 ms [2022-04-11 10:12:22 main:574] : INFO : Epoch 1849 | loss: 0.031237 | val_loss: 0.0312336 | Time: 1537.23 ms [2022-04-11 10:12:24 main:574] : INFO : Epoch 1850 | loss: 0.0312371 | val_loss: 0.0312336 | Time: 1526.15 ms [2022-04-11 10:12:25 main:574] : INFO : Epoch 1851 | loss: 0.0312361 | val_loss: 0.0312342 | Time: 1432.94 ms [2022-04-11 10:12:27 main:574] : INFO : Epoch 1852 | loss: 0.0312363 | val_loss: 0.031233 | Time: 1482.45 ms [2022-04-11 10:12:28 main:574] : INFO : Epoch 1853 | loss: 0.0312355 | val_loss: 0.0312326 | Time: 1532.72 ms [2022-04-11 10:12:30 main:574] : INFO : Epoch 1854 | loss: 0.0312351 | val_loss: 0.0312353 | Time: 1485.62 ms [2022-04-11 10:12:31 main:574] : INFO : Epoch 1855 | loss: 0.0312352 | val_loss: 0.0312345 | Time: 1483.2 ms [2022-04-11 10:12:33 main:574] : INFO : Epoch 1856 | loss: 0.0312379 | val_loss: 0.0312361 | Time: 1512.97 ms [2022-04-11 10:12:34 main:574] : INFO : Epoch 1857 | loss: 0.0312365 | val_loss: 0.0312331 | Time: 1343.43 ms [2022-04-11 10:12:36 main:574] : INFO : Epoch 1858 | loss: 0.0312352 | val_loss: 0.0312334 | Time: 1429.1 ms [2022-04-11 10:12:37 main:574] : INFO : Epoch 1859 | loss: 0.0312357 | val_loss: 0.0312319 | Time: 1372.65 ms [2022-04-11 10:12:39 main:574] : INFO : Epoch 1860 | loss: 0.0312349 | val_loss: 0.0312302 | Time: 1459.9 ms [2022-04-11 10:12:40 main:574] : INFO : Epoch 1861 | loss: 0.0312334 | val_loss: 0.0312311 | Time: 1352.7 ms [2022-04-11 10:12:41 main:574] : INFO : Epoch 1862 | loss: 0.0312328 | val_loss: 0.0312306 | Time: 1455.81 ms [2022-04-11 10:12:43 main:574] : INFO : Epoch 1863 | loss: 0.0312338 | val_loss: 0.0312329 | Time: 1506.24 ms [2022-04-11 10:12:45 main:574] : INFO : Epoch 1864 | loss: 0.0312337 | val_loss: 0.0312305 | Time: 1491.71 ms [2022-04-11 10:12:46 main:574] : INFO : Epoch 1865 | loss: 0.0312333 | val_loss: 0.0312306 | Time: 1489.37 ms [2022-04-11 10:12:47 main:574] : INFO : Epoch 1866 | loss: 0.0312329 | val_loss: 0.03123 | Time: 1445.39 ms [2022-04-11 10:12:49 main:574] : INFO : Epoch 1867 | loss: 0.0312331 | val_loss: 0.0312293 | Time: 1490.82 ms [2022-04-11 10:12:51 main:574] : INFO : Epoch 1868 | loss: 0.0312315 | val_loss: 0.0312291 | Time: 1552.56 ms [2022-04-11 10:12:52 main:574] : INFO : Epoch 1869 | loss: 0.031233 | val_loss: 0.0312326 | Time: 1512.02 ms [2022-04-11 10:12:54 main:574] : INFO : Epoch 1870 | loss: 0.0312329 | val_loss: 0.0312295 | Time: 1470.99 ms [2022-04-11 10:12:55 main:574] : INFO : Epoch 1871 | loss: 0.0312315 | val_loss: 0.0312288 | Time: 1395.8 ms [2022-04-11 10:12:56 main:574] : INFO : Epoch 1872 | loss: 0.0312314 | val_loss: 0.0312294 | Time: 1384.45 ms [2022-04-11 10:12:58 main:574] : INFO : Epoch 1873 | loss: 0.0312306 | val_loss: 0.0312289 | Time: 1343.32 ms [2022-04-11 10:12:59 main:574] : INFO : Epoch 1874 | loss: 0.0312306 | val_loss: 0.0312289 | Time: 1550.88 ms [2022-04-11 10:13:01 main:574] : INFO : Epoch 1875 | loss: 0.0312309 | val_loss: 0.0312317 | Time: 1469.54 ms [2022-04-11 10:13:02 main:574] : INFO : Epoch 1876 | loss: 0.0312329 | val_loss: 0.0312337 | Time: 1513.2 ms [2022-04-11 10:13:04 main:574] : INFO : Epoch 1877 | loss: 0.0312324 | val_loss: 0.0312323 | Time: 1476.02 ms [2022-04-11 10:13:05 main:574] : INFO : Epoch 1878 | loss: 0.031231 | val_loss: 0.0312287 | Time: 1513.13 ms [2022-04-11 10:13:07 main:574] : INFO : Epoch 1879 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 1491.89 ms [2022-04-11 10:13:08 main:574] : INFO : Epoch 1880 | loss: 0.0312364 | val_loss: 0.0312398 | Time: 1412.68 ms [2022-04-11 10:13:10 main:574] : INFO : Epoch 1881 | loss: 0.031237 | val_loss: 0.0312349 | Time: 1355.56 ms [2022-04-11 10:13:11 main:574] : INFO : Epoch 1882 | loss: 0.0312361 | val_loss: 0.0312297 | Time: 1410.68 ms [2022-04-11 10:13:12 main:574] : INFO : Epoch 1883 | loss: 0.0312319 | val_loss: 0.0312307 | Time: 1531.83 ms [2022-04-11 10:13:14 main:574] : INFO : Epoch 1884 | loss: 0.0312313 | val_loss: 0.0312297 | Time: 1417.52 ms [2022-04-11 10:13:15 main:574] : INFO : Epoch 1885 | loss: 0.0312301 | val_loss: 0.0312275 | Time: 1484.14 ms [2022-04-11 10:13:17 main:574] : INFO : Epoch 1886 | loss: 0.0312294 | val_loss: 0.0312277 | Time: 1466.98 ms [2022-04-11 10:13:18 main:574] : INFO : Epoch 1887 | loss: 0.0312294 | val_loss: 0.031227 | Time: 1378.23 ms [2022-04-11 10:13:20 main:574] : INFO : Epoch 1888 | loss: 0.0312284 | val_loss: 0.0312291 | Time: 1508.2 ms [2022-04-11 10:13:21 main:574] : INFO : Epoch 1889 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 1463.93 ms [2022-04-11 10:13:23 main:574] : INFO : Epoch 1890 | loss: 0.0312306 | val_loss: 0.0312276 | Time: 1501.31 ms [2022-04-11 10:13:24 main:574] : INFO : Epoch 1891 | loss: 0.0312283 | val_loss: 0.0312286 | Time: 1378.89 ms [2022-04-11 10:13:26 main:574] : INFO : Epoch 1892 | loss: 0.0312287 | val_loss: 0.0312263 | Time: 1520.79 ms [2022-04-11 10:13:27 main:574] : INFO : Epoch 1893 | loss: 0.0312313 | val_loss: 0.0312305 | Time: 1440.52 ms [2022-04-11 10:13:29 main:574] : INFO : Epoch 1894 | loss: 0.0312292 | val_loss: 0.031229 | Time: 1420.22 ms [2022-04-11 10:13:30 main:574] : INFO : Epoch 1895 | loss: 0.0312354 | val_loss: 0.0312284 | Time: 1476.77 ms [2022-04-11 10:13:31 main:574] : INFO : Epoch 1896 | loss: 0.0312312 | val_loss: 0.0312266 | Time: 1500.73 ms [2022-04-11 10:13:33 main:574] : INFO : Epoch 1897 | loss: 0.0312287 | val_loss: 0.0312261 | Time: 1511.17 ms [2022-04-11 10:13:34 main:574] : INFO : Epoch 1898 | loss: 0.0312284 | val_loss: 0.0312261 | Time: 1346.83 ms [2022-04-11 10:13:36 main:574] : INFO : Epoch 1899 | loss: 0.0312278 | val_loss: 0.0312247 | Time: 1361.74 ms [2022-04-11 10:13:37 main:574] : INFO : Epoch 1900 | loss: 0.0312273 | val_loss: 0.0312249 | Time: 1533.32 ms [2022-04-11 10:13:39 main:574] : INFO : Epoch 1901 | loss: 0.0312276 | val_loss: 0.0312256 | Time: 1352.47 ms [2022-04-11 10:13:40 main:574] : INFO : Epoch 1902 | loss: 0.0312296 | val_loss: 0.0312266 | Time: 1502.63 ms [2022-04-11 10:13:42 main:574] : INFO : Epoch 1903 | loss: 0.031227 | val_loss: 0.0312238 | Time: 1511.67 ms [2022-04-11 10:13:43 main:574] : INFO : Epoch 1904 | loss: 0.0312272 | val_loss: 0.0312258 | Time: 1348.57 ms [2022-04-11 10:13:44 main:574] : INFO : Epoch 1905 | loss: 0.0312261 | val_loss: 0.0312306 | Time: 1341.73 ms [2022-04-11 10:13:46 main:574] : INFO : Epoch 1906 | loss: 0.0312285 | val_loss: 0.0312243 | Time: 1383.98 ms [2022-04-11 10:13:47 main:574] : INFO : Epoch 1907 | loss: 0.0312272 | val_loss: 0.0312235 | Time: 1375.24 ms [2022-04-11 10:13:49 main:574] : INFO : Epoch 1908 | loss: 0.031228 | val_loss: 0.0312239 | Time: 1509.7 ms [2022-04-11 10:13:50 main:574] : INFO : Epoch 1909 | loss: 0.0312261 | val_loss: 0.0312252 | Time: 1507.25 ms [2022-04-11 10:13:52 main:574] : INFO : Epoch 1910 | loss: 0.0312272 | val_loss: 0.0312244 | Time: 1476.29 ms [2022-04-11 10:13:53 main:574] : INFO : Epoch 1911 | loss: 0.0312279 | val_loss: 0.0312263 | Time: 1445.39 ms [2022-04-11 10:13:55 main:574] : INFO : Epoch 1912 | loss: 0.0312282 | val_loss: 0.0312246 | Time: 1527.06 ms [2022-04-11 10:13:56 main:574] : INFO : Epoch 1913 | loss: 0.0312264 | val_loss: 0.0312237 | Time: 1522.71 ms [2022-04-11 10:13:58 main:574] : INFO : Epoch 1914 | loss: 0.0312253 | val_loss: 0.0312235 | Time: 1420.14 ms [2022-04-11 10:13:59 main:574] : INFO : Epoch 1915 | loss: 0.0312269 | val_loss: 0.0312238 | Time: 1476.07 ms [2022-04-11 10:14:01 main:574] : INFO : Epoch 1916 | loss: 0.0312254 | val_loss: 0.0312229 | Time: 1541.13 ms [2022-04-11 10:14:02 main:574] : INFO : Epoch 1917 | loss: 0.0312274 | val_loss: 0.0312255 | Time: 1351.09 ms [2022-04-11 10:14:03 main:574] : INFO : Epoch 1918 | loss: 0.0312263 | val_loss: 0.0312227 | Time: 1357.49 ms [2022-04-11 10:14:05 main:574] : INFO : Epoch 1919 | loss: 0.0312267 | val_loss: 0.0312228 | Time: 1476.83 ms [2022-04-11 10:14:06 main:574] : INFO : Epoch 1920 | loss: 0.0312248 | val_loss: 0.0312227 | Time: 1415.86 ms [2022-04-11 10:14:08 main:574] : INFO : Epoch 1921 | loss: 0.031224 | val_loss: 0.0312229 | Time: 1436.09 ms [2022-04-11 10:14:09 main:574] : INFO : Epoch 1922 | loss: 0.031224 | val_loss: 0.0312252 | Time: 1428.79 ms [2022-04-11 10:14:11 main:574] : INFO : Epoch 1923 | loss: 0.031224 | val_loss: 0.031224 | Time: 1344.07 ms [2022-04-11 10:14:12 main:574] : INFO : Epoch 1924 | loss: 0.0312234 | val_loss: 0.0312234 | Time: 1371.22 ms [2022-04-11 10:14:13 main:574] : INFO : Epoch 1925 | loss: 0.0312243 | val_loss: 0.0312401 | Time: 1451.53 ms [2022-04-11 10:14:15 main:574] : INFO : Epoch 1926 | loss: 0.0312312 | val_loss: 0.0312265 | Time: 1483.13 ms [2022-04-11 10:14:16 main:574] : INFO : Epoch 1927 | loss: 0.0312265 | val_loss: 0.0312244 | Time: 1529.26 ms [2022-04-11 10:14:18 main:574] : INFO : Epoch 1928 | loss: 0.0312248 | val_loss: 0.0312243 | Time: 1442.2 ms [2022-04-11 10:14:19 main:574] : INFO : Epoch 1929 | loss: 0.0312273 | val_loss: 0.0312238 | Time: 1466.77 ms [2022-04-11 10:14:21 main:574] : INFO : Epoch 1930 | loss: 0.0312245 | val_loss: 0.0312232 | Time: 1520.81 ms [2022-04-11 10:14:22 main:574] : INFO : Epoch 1931 | loss: 0.0312238 | val_loss: 0.0312348 | Time: 1481.85 ms [2022-04-11 10:14:24 main:574] : INFO : Epoch 1932 | loss: 0.0312298 | val_loss: 0.031225 | Time: 1407.24 ms [2022-04-11 10:14:25 main:574] : INFO : Epoch 1933 | loss: 0.0312247 | val_loss: 0.0312235 | Time: 1498.55 ms [2022-04-11 10:14:27 main:574] : INFO : Epoch 1934 | loss: 0.0312241 | val_loss: 0.031225 | Time: 1413.44 ms [2022-04-11 10:14:28 main:574] : INFO : Epoch 1935 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 1342.95 ms [2022-04-11 10:14:30 main:574] : INFO : Epoch 1936 | loss: 0.0312236 | val_loss: 0.0312246 | Time: 1484.55 ms [2022-04-11 10:14:31 main:574] : INFO : Epoch 1937 | loss: 0.0312232 | val_loss: 0.0312255 | Time: 1423.42 ms [2022-04-11 10:14:32 main:574] : INFO : Epoch 1938 | loss: 0.0312253 | val_loss: 0.0312281 | Time: 1518.18 ms [2022-04-11 10:14:34 main:574] : INFO : Epoch 1939 | loss: 0.0312231 | val_loss: 0.031224 | Time: 1513.19 ms [2022-04-11 10:14:35 main:574] : INFO : Epoch 1940 | loss: 0.0312226 | val_loss: 0.031223 | Time: 1370.11 ms [2022-04-11 10:14:37 main:574] : INFO : Epoch 1941 | loss: 0.031222 | val_loss: 0.0312228 | Time: 1454.51 ms [2022-04-11 10:14:38 main:574] : INFO : Epoch 1942 | loss: 0.0312225 | val_loss: 0.0312242 | Time: 1548.15 ms [2022-04-11 10:14:40 main:574] : INFO : Epoch 1943 | loss: 0.0312243 | val_loss: 0.0312234 | Time: 1536.2 ms [2022-04-11 10:14:41 main:574] : INFO : Epoch 1944 | loss: 0.0312237 | val_loss: 0.0312244 | Time: 1439.64 ms [2022-04-11 10:14:43 main:574] : INFO : Epoch 1945 | loss: 0.031223 | val_loss: 0.0312261 | Time: 1549.07 ms [2022-04-11 10:14:45 main:574] : INFO : Epoch 1946 | loss: 0.0312251 | val_loss: 0.0312254 | Time: 1492.76 ms [2022-04-11 10:14:46 main:574] : INFO : Epoch 1947 | loss: 0.0312231 | val_loss: 0.0312238 | Time: 1483.8 ms [2022-04-11 10:14:48 main:574] : INFO : Epoch 1948 | loss: 0.0312228 | val_loss: 0.0312235 | Time: 1459.92 ms [2022-04-11 10:14:49 main:574] : INFO : Epoch 1949 | loss: 0.0312228 | val_loss: 0.0312258 | Time: 1375.65 ms [2022-04-11 10:14:50 main:574] : INFO : Epoch 1950 | loss: 0.0312255 | val_loss: 0.0312251 | Time: 1500.29 ms [2022-04-11 10:14:52 main:574] : INFO : Epoch 1951 | loss: 0.0312258 | val_loss: 0.0312259 | Time: 1529.43 ms [2022-04-11 10:14:53 main:574] : INFO : Epoch 1952 | loss: 0.0312241 | val_loss: 0.0312244 | Time: 1458 ms [2022-04-11 10:14:55 main:574] : INFO : Epoch 1953 | loss: 0.0312248 | val_loss: 0.0312255 | Time: 1348.89 ms [2022-04-11 10:14:56 main:574] : INFO : Epoch 1954 | loss: 0.0312243 | val_loss: 0.0312269 | Time: 1477.38 ms [2022-04-11 10:14:58 main:574] : INFO : Epoch 1955 | loss: 0.0312259 | val_loss: 0.0312271 | Time: 1394.5 ms [2022-04-11 10:14:59 main:574] : INFO : Epoch 1956 | loss: 0.0312258 | val_loss: 0.0312266 | Time: 1461.37 ms [2022-04-11 10:15:01 main:574] : INFO : Epoch 1957 | loss: 0.0312314 | val_loss: 0.031234 | Time: 1515.76 ms [2022-04-11 10:15:02 main:574] : INFO : Epoch 1958 | loss: 0.0312332 | val_loss: 0.0312271 | Time: 1473.51 ms [2022-04-11 10:15:04 main:574] : INFO : Epoch 1959 | loss: 0.0312246 | val_loss: 0.031225 | Time: 1408.23 ms [2022-04-11 10:15:05 main:574] : INFO : Epoch 1960 | loss: 0.0312235 | val_loss: 0.0312248 | Time: 1438.18 ms [2022-04-11 10:15:06 main:574] : INFO : Epoch 1961 | loss: 0.0312261 | val_loss: 0.0312239 | Time: 1343.65 ms [2022-04-11 10:15:08 main:574] : INFO : Epoch 1962 | loss: 0.0312271 | val_loss: 0.0312208 | Time: 1375.43 ms [2022-04-11 10:15:09 main:574] : INFO : Epoch 1963 | loss: 0.0312246 | val_loss: 0.0312187 | Time: 1480.09 ms [2022-04-11 10:15:11 main:574] : INFO : Epoch 1964 | loss: 0.0312232 | val_loss: 0.0312176 | Time: 1380.3 ms [2022-04-11 10:15:12 main:574] : INFO : Epoch 1965 | loss: 0.0312225 | val_loss: 0.0312182 | Time: 1457.63 ms [2022-04-11 10:15:14 main:574] : INFO : Epoch 1966 | loss: 0.0312216 | val_loss: 0.0312184 | Time: 1515.9 ms [2022-04-11 10:15:15 main:574] : INFO : Epoch 1967 | loss: 0.031224 | val_loss: 0.0312173 | Time: 1515.14 ms [2022-04-11 10:15:17 main:574] : INFO : Epoch 1968 | loss: 0.0312207 | val_loss: 0.0312172 | Time: 1354.62 ms [2022-04-11 10:15:18 main:574] : INFO : Epoch 1969 | loss: 0.0312193 | val_loss: 0.0312148 | Time: 1503.91 ms [2022-04-11 10:15:20 main:574] : INFO : Epoch 1970 | loss: 0.0312189 | val_loss: 0.0312167 | Time: 1485.82 ms [2022-04-11 10:15:21 main:574] : INFO : Epoch 1971 | loss: 0.0312185 | val_loss: 0.0312154 | Time: 1349.23 ms [2022-04-11 10:15:22 main:574] : INFO : Epoch 1972 | loss: 0.031216 | val_loss: 0.0312134 | Time: 1499.58 ms [2022-04-11 10:15:24 main:574] : INFO : Epoch 1973 | loss: 0.0312156 | val_loss: 0.0312115 | Time: 1421.97 ms [2022-04-11 10:15:25 main:574] : INFO : Epoch 1974 | loss: 0.0312139 | val_loss: 0.0312131 | Time: 1540.9 ms [2022-04-11 10:15:27 main:574] : INFO : Epoch 1975 | loss: 0.031214 | val_loss: 0.0312112 | Time: 1536.02 ms [2022-04-11 10:15:28 main:574] : INFO : Epoch 1976 | loss: 0.0312136 | val_loss: 0.0312142 | Time: 1461.03 ms [2022-04-11 10:15:30 main:574] : INFO : Epoch 1977 | loss: 0.0312145 | val_loss: 0.0312104 | Time: 1497.49 ms [2022-04-11 10:15:31 main:574] : INFO : Epoch 1978 | loss: 0.0312128 | val_loss: 0.0312113 | Time: 1466.27 ms [2022-04-11 10:15:33 main:574] : INFO : Epoch 1979 | loss: 0.0312123 | val_loss: 0.0312106 | Time: 1383.07 ms [2022-04-11 10:15:34 main:574] : INFO : Epoch 1980 | loss: 0.0312114 | val_loss: 0.03121 | Time: 1393.55 ms [2022-04-11 10:15:36 main:574] : INFO : Epoch 1981 | loss: 0.0312127 | val_loss: 0.0312112 | Time: 1432.15 ms [2022-04-11 10:15:37 main:574] : INFO : Epoch 1982 | loss: 0.0312132 | val_loss: 0.0312108 | Time: 1521.82 ms [2022-04-11 10:15:39 main:574] : INFO : Epoch 1983 | loss: 0.0312126 | val_loss: 0.0312102 | Time: 1338.47 ms [2022-04-11 10:15:40 main:574] : INFO : Epoch 1984 | loss: 0.0312119 | val_loss: 0.0312114 | Time: 1349.92 ms [2022-04-11 10:15:41 main:574] : INFO : Epoch 1985 | loss: 0.0312121 | val_loss: 0.0312112 | Time: 1403.83 ms [2022-04-11 10:15:43 main:574] : INFO : Epoch 1986 | loss: 0.0312103 | val_loss: 0.0312123 | Time: 1484.87 ms [2022-04-11 10:15:44 main:574] : INFO : Epoch 1987 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 1464.76 ms [2022-04-11 10:15:46 main:574] : INFO : Epoch 1988 | loss: 0.0312093 | val_loss: 0.0312115 | Time: 1518.61 ms [2022-04-11 10:15:47 main:574] : INFO : Epoch 1989 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 1494.63 ms [2022-04-11 10:15:49 main:574] : INFO : Epoch 1990 | loss: 0.0312095 | val_loss: 0.0312133 | Time: 1339.8 ms [2022-04-11 10:15:50 main:574] : INFO : Epoch 1991 | loss: 0.0312092 | val_loss: 0.0312123 | Time: 1447.84 ms [2022-04-11 10:15:51 main:574] : INFO : Epoch 1992 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 1342.05 ms [2022-04-11 10:15:53 main:574] : INFO : Epoch 1993 | loss: 0.0312088 | val_loss: 0.031208 | Time: 1511.19 ms [2022-04-11 10:15:54 main:574] : INFO : Epoch 1994 | loss: 0.0312092 | val_loss: 0.0312081 | Time: 1484.91 ms [2022-04-11 10:15:56 main:574] : INFO : Epoch 1995 | loss: 0.0312109 | val_loss: 0.0312081 | Time: 1406.25 ms [2022-04-11 10:15:57 main:574] : INFO : Epoch 1996 | loss: 0.031207 | val_loss: 0.0312077 | Time: 1429.85 ms [2022-04-11 10:15:59 main:574] : INFO : Epoch 1997 | loss: 0.0312073 | val_loss: 0.0312094 | Time: 1391.72 ms [2022-04-11 10:16:00 main:574] : INFO : Epoch 1998 | loss: 0.0312073 | val_loss: 0.0312086 | Time: 1483.62 ms [2022-04-11 10:16:02 main:574] : INFO : Epoch 1999 | loss: 0.0312072 | val_loss: 0.03121 | Time: 1544.75 ms [2022-04-11 10:16:03 main:574] : INFO : Epoch 2000 | loss: 0.0312076 | val_loss: 0.0312083 | Time: 1335.4 ms [2022-04-11 10:16:04 main:574] : INFO : Epoch 2001 | loss: 0.0312073 | val_loss: 0.0312111 | Time: 1334.66 ms [2022-04-11 10:16:06 main:574] : INFO : Epoch 2002 | loss: 0.0312083 | val_loss: 0.0312098 | Time: 1360.72 ms [2022-04-11 10:16:07 main:574] : INFO : Epoch 2003 | loss: 0.0312074 | val_loss: 0.031209 | Time: 1522.26 ms [2022-04-11 10:16:09 main:574] : INFO : Epoch 2004 | loss: 0.0312069 | val_loss: 0.0312086 | Time: 1504.04 ms [2022-04-11 10:16:10 main:574] : INFO : Epoch 2005 | loss: 0.0312067 | val_loss: 0.0312083 | Time: 1513.58 ms [2022-04-11 10:16:12 main:574] : INFO : Epoch 2006 | loss: 0.0312069 | val_loss: 0.031209 | Time: 1408.6 ms [2022-04-11 10:16:13 main:574] : INFO : Epoch 2007 | loss: 0.0312073 | val_loss: 0.031213 | Time: 1546.71 ms [2022-04-11 10:16:15 main:574] : INFO : Epoch 2008 | loss: 0.0312075 | val_loss: 0.0312113 | Time: 1477.87 ms [2022-04-11 10:16:16 main:574] : INFO : Epoch 2009 | loss: 0.0312067 | val_loss: 0.03121 | Time: 1420.69 ms [2022-04-11 10:16:18 main:574] : INFO : Epoch 2010 | loss: 0.031205 | val_loss: 0.0312075 | Time: 1455.84 ms [2022-04-11 10:16:19 main:574] : INFO : Epoch 2011 | loss: 0.0312055 | val_loss: 0.0312069 | Time: 1453.95 ms [2022-04-11 10:16:21 main:574] : INFO : Epoch 2012 | loss: 0.0312063 | val_loss: 0.0312068 | Time: 1485.25 ms [2022-04-11 10:16:22 main:574] : INFO : Epoch 2013 | loss: 0.0312065 | val_loss: 0.0312094 | Time: 1385.3 ms [2022-04-11 10:16:24 main:574] : INFO : Epoch 2014 | loss: 0.031206 | val_loss: 0.0312072 | Time: 1528.68 ms [2022-04-11 10:16:25 main:574] : INFO : Epoch 2015 | loss: 0.0312068 | val_loss: 0.0312133 | Time: 1492.43 ms [2022-04-11 10:16:27 main:574] : INFO : Epoch 2016 | loss: 0.0312086 | val_loss: 0.0312071 | Time: 1494.3 ms [2022-04-11 10:16:28 main:574] : INFO : Epoch 2017 | loss: 0.0312068 | val_loss: 0.0312067 | Time: 1388.05 ms [2022-04-11 10:16:30 main:574] : INFO : Epoch 2018 | loss: 0.031205 | val_loss: 0.0312081 | Time: 1474.14 ms [2022-04-11 10:16:31 main:574] : INFO : Epoch 2019 | loss: 0.0312073 | val_loss: 0.0312069 | Time: 1526.6 ms [2022-04-11 10:16:33 main:574] : INFO : Epoch 2020 | loss: 0.0312062 | val_loss: 0.0312074 | Time: 1441.9 ms [2022-04-11 10:16:34 main:574] : INFO : Epoch 2021 | loss: 0.0312042 | val_loss: 0.031208 | Time: 1457.86 ms [2022-04-11 10:16:36 main:574] : INFO : Epoch 2022 | loss: 0.0312041 | val_loss: 0.0312071 | Time: 1439.45 ms [2022-04-11 10:16:37 main:574] : INFO : Epoch 2023 | loss: 0.0312041 | val_loss: 0.0312089 | Time: 1491.35 ms [2022-04-11 10:16:39 main:574] : INFO : Epoch 2024 | loss: 0.0312035 | val_loss: 0.0312066 | Time: 1382.07 ms [2022-04-11 10:16:40 main:574] : INFO : Epoch 2025 | loss: 0.0312033 | val_loss: 0.0312128 | Time: 1499.98 ms [2022-04-11 10:16:42 main:574] : INFO : Epoch 2026 | loss: 0.0312045 | val_loss: 0.0312069 | Time: 1441.25 ms [2022-04-11 10:16:43 main:574] : INFO : Epoch 2027 | loss: 0.0312035 | val_loss: 0.0312085 | Time: 1340.48 ms [2022-04-11 10:16:44 main:574] : INFO : Epoch 2028 | loss: 0.0312029 | val_loss: 0.0312069 | Time: 1491.11 ms [2022-04-11 10:16:46 main:574] : INFO : Epoch 2029 | loss: 0.0312045 | val_loss: 0.0312064 | Time: 1459.75 ms [2022-04-11 10:16:47 main:574] : INFO : Epoch 2030 | loss: 0.0312027 | val_loss: 0.0312053 | Time: 1527.32 ms [2022-04-11 10:16:49 main:574] : INFO : Epoch 2031 | loss: 0.0312041 | val_loss: 0.0312067 | Time: 1324.61 ms [2022-04-11 10:16:50 main:574] : INFO : Epoch 2032 | loss: 0.0312031 | val_loss: 0.0312058 | Time: 1506.22 ms [2022-04-11 10:16:52 main:574] : INFO : Epoch 2033 | loss: 0.0312023 | val_loss: 0.0312047 | Time: 1332.61 ms [2022-04-11 10:16:53 main:574] : INFO : Epoch 2034 | loss: 0.031206 | val_loss: 0.0312078 | Time: 1358.14 ms [2022-04-11 10:16:54 main:574] : INFO : Epoch 2035 | loss: 0.031206 | val_loss: 0.0312065 | Time: 1391.82 ms [2022-04-11 10:16:56 main:574] : INFO : Epoch 2036 | loss: 0.0312061 | val_loss: 0.0312061 | Time: 1412.68 ms [2022-04-11 10:16:57 main:574] : INFO : Epoch 2037 | loss: 0.0312059 | val_loss: 0.0312056 | Time: 1496.4 ms [2022-04-11 10:16:59 main:574] : INFO : Epoch 2038 | loss: 0.031205 | val_loss: 0.0312058 | Time: 1377.73 ms [2022-04-11 10:17:00 main:574] : INFO : Epoch 2039 | loss: 0.031204 | val_loss: 0.0312066 | Time: 1340.08 ms [2022-04-11 10:17:02 main:574] : INFO : Epoch 2040 | loss: 0.0312059 | val_loss: 0.0312098 | Time: 1421.55 ms [2022-04-11 10:17:03 main:574] : INFO : Epoch 2041 | loss: 0.0312044 | val_loss: 0.0312066 | Time: 1471.7 ms [2022-04-11 10:17:05 main:574] : INFO : Epoch 2042 | loss: 0.0312045 | val_loss: 0.0312051 | Time: 1512.79 ms [2022-04-11 10:17:06 main:574] : INFO : Epoch 2043 | loss: 0.0312045 | val_loss: 0.0312082 | Time: 1503.32 ms [2022-04-11 10:17:08 main:574] : INFO : Epoch 2044 | loss: 0.0312042 | val_loss: 0.0312047 | Time: 1506.21 ms [2022-04-11 10:17:09 main:574] : INFO : Epoch 2045 | loss: 0.0312028 | val_loss: 0.0312075 | Time: 1500.83 ms [2022-04-11 10:17:10 main:574] : INFO : Epoch 2046 | loss: 0.0312041 | val_loss: 0.0312072 | Time: 1341.66 ms [2022-04-11 10:17:12 main:574] : INFO : Epoch 2047 | loss: 0.0312038 | val_loss: 0.0312085 | Time: 1466.76 ms [2022-04-11 10:17:14 main:574] : INFO : Epoch 2048 | loss: 0.0312024 | val_loss: 0.0312072 | Time: 1544.25 ms [2022-04-11 10:17:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312072 [2022-04-11 10:17:14 main:603] : INFO : Saving end state to config to file [2022-04-11 10:17:14 main:608] : INFO : Success, exiting.. 10:17:14 (10196): 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)