Task 3316875
| Name | ParityModified-1608175985-3806-0_0 |
| Workunit | 1583827 |
| Created | 17 Dec 2020, 3:33:08 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 26 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 13:55:56 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 49 min 40 sec |
| CPU time | 49 min 35 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0310018 | val_loss: 0.0313338 | Time: 1412.35 ms [2020-12-18 07:43:13 main:581] : INFO : Epoch 1539 | loss: 0.0310041 | val_loss: 0.0313491 | Time: 1441.65 ms [2020-12-18 07:43:15 main:581] : INFO : Epoch 1540 | loss: 0.0310005 | val_loss: 0.0313215 | Time: 1458.68 ms [2020-12-18 07:43:16 main:581] : INFO : Epoch 1541 | loss: 0.0310007 | val_loss: 0.0313199 | Time: 1448.26 ms [2020-12-18 07:43:17 main:581] : INFO : Epoch 1542 | loss: 0.030994 | val_loss: 0.0313234 | Time: 1447.86 ms [2020-12-18 07:43:19 main:581] : INFO : Epoch 1543 | loss: 0.0309931 | val_loss: 0.0313557 | Time: 1465.26 ms [2020-12-18 07:43:20 main:581] : INFO : Epoch 1544 | loss: 0.0309985 | val_loss: 0.0313549 | Time: 1440.51 ms [2020-12-18 07:43:22 main:581] : INFO : Epoch 1545 | loss: 0.0309962 | val_loss: 0.0313313 | Time: 1456.68 ms [2020-12-18 07:43:23 main:581] : INFO : Epoch 1546 | loss: 0.0309933 | val_loss: 0.0313415 | Time: 1430.23 ms [2020-12-18 07:43:25 main:581] : INFO : Epoch 1547 | loss: 0.0309857 | val_loss: 0.0313546 | Time: 1452.54 ms [2020-12-18 07:43:26 main:581] : INFO : Epoch 1548 | loss: 0.0309913 | val_loss: 0.0313116 | Time: 1446.13 ms [2020-12-18 07:43:28 main:581] : INFO : Epoch 1549 | loss: 0.0309956 | val_loss: 0.0313411 | Time: 1468.71 ms [2020-12-18 07:43:29 main:581] : INFO : Epoch 1550 | loss: 0.0309945 | val_loss: 0.031332 | Time: 1457.74 ms [2020-12-18 07:43:30 main:581] : INFO : Epoch 1551 | loss: 0.0310067 | val_loss: 0.0313276 | Time: 1428.79 ms [2020-12-18 07:43:32 main:581] : INFO : Epoch 1552 | loss: 0.0309973 | val_loss: 0.0313414 | Time: 1434.93 ms [2020-12-18 07:43:33 main:581] : INFO : Epoch 1553 | loss: 0.0309887 | val_loss: 0.0313445 | Time: 1440.84 ms [2020-12-18 07:43:35 main:581] : INFO : Epoch 1554 | loss: 0.0309896 | val_loss: 0.0313139 | Time: 1441.9 ms [2020-12-18 07:43:36 main:581] : INFO : Epoch 1555 | loss: 0.0309928 | val_loss: 0.0313226 | Time: 1439.54 ms [2020-12-18 07:43:38 main:581] : INFO : Epoch 1556 | loss: 0.0309899 | val_loss: 0.0313362 | Time: 1469.96 ms [2020-12-18 07:43:39 main:581] : INFO : Epoch 1557 | loss: 0.0309915 | val_loss: 0.0313338 | Time: 1454.61 ms [2020-12-18 07:43:41 main:581] : INFO : Epoch 1558 | loss: 0.0309918 | val_loss: 0.0313319 | Time: 1448.95 ms [2020-12-18 07:43:42 main:581] : INFO : Epoch 1559 | loss: 0.0309897 | val_loss: 0.0313086 | Time: 1476.69 ms [2020-12-18 07:43:44 main:581] : INFO : Epoch 1560 | loss: 0.0309987 | val_loss: 0.0313106 | Time: 1478.6 ms [2020-12-18 07:43:45 main:581] : INFO : Epoch 1561 | loss: 0.0309922 | val_loss: 0.0313244 | Time: 1493 ms [2020-12-18 07:43:47 main:581] : INFO : Epoch 1562 | loss: 0.0309943 | val_loss: 0.0313032 | Time: 1497.14 ms [2020-12-18 07:43:48 main:581] : INFO : Epoch 1563 | loss: 0.0309971 | val_loss: 0.0313258 | Time: 1455.09 ms [2020-12-18 07:43:49 main:581] : INFO : Epoch 1564 | loss: 0.0309978 | val_loss: 0.031337 | Time: 1445.18 ms [2020-12-18 07:43:51 main:581] : INFO : Epoch 1565 | loss: 0.030989 | val_loss: 0.0313507 | Time: 1440.84 ms [2020-12-18 07:43:52 main:581] : INFO : Epoch 1566 | loss: 0.0309982 | val_loss: 0.0312985 | Time: 1436.06 ms [2020-12-18 07:43:54 main:581] : INFO : Epoch 1567 | loss: 0.0310121 | val_loss: 0.0313449 | Time: 1438.7 ms [2020-12-18 07:43:55 main:581] : INFO : Epoch 1568 | loss: 0.0309948 | val_loss: 0.0313185 | Time: 1491.88 ms [2020-12-18 07:43:57 main:581] : INFO : Epoch 1569 | loss: 0.0309962 | val_loss: 0.0313249 | Time: 1491.33 ms [2020-12-18 07:43:58 main:581] : INFO : Epoch 1570 | loss: 0.0309875 | val_loss: 0.0313567 | Time: 1422.92 ms [2020-12-18 07:44:00 main:581] : INFO : Epoch 1571 | loss: 0.0309854 | val_loss: 0.0313312 | Time: 1448.34 ms [2020-12-18 07:44:01 main:581] : INFO : Epoch 1572 | loss: 0.0309876 | val_loss: 0.0313442 | Time: 1433.41 ms [2020-12-18 07:44:03 main:581] : INFO : Epoch 1573 | loss: 0.0310047 | val_loss: 0.031325 | Time: 1440.68 ms [2020-12-18 07:44:04 main:581] : INFO : Epoch 1574 | loss: 0.0310018 | val_loss: 0.031315 | Time: 1455 ms [2020-12-18 07:44:05 main:581] : INFO : Epoch 1575 | loss: 0.0310023 | val_loss: 0.0312884 | Time: 1455.45 ms [2020-12-18 07:44:07 main:581] : INFO : Epoch 1576 | loss: 0.0309978 | val_loss: 0.0313223 | Time: 1434.58 ms [2020-12-18 07:44:08 main:581] : INFO : Epoch 1577 | loss: 0.0310002 | val_loss: 0.0313211 | Time: 1440.02 ms [2020-12-18 07:44:10 main:581] : INFO : Epoch 1578 | loss: 0.0310003 | val_loss: 0.0313571 | Time: 1448.5 ms [2020-12-18 07:44:11 main:581] : INFO : Epoch 1579 | loss: 0.0309899 | val_loss: 0.0313449 | Time: 1442.1 ms [2020-12-18 07:44:13 main:581] : INFO : Epoch 1580 | loss: 0.0309918 | val_loss: 0.0313297 | Time: 1414.23 ms [2020-12-18 07:44:14 main:581] : INFO : Epoch 1581 | loss: 0.0309915 | val_loss: 0.0313372 | Time: 1430.01 ms [2020-12-18 07:44:15 main:581] : INFO : Epoch 1582 | loss: 0.0309917 | val_loss: 0.0313517 | Time: 1421.52 ms [2020-12-18 07:44:17 main:581] : INFO : Epoch 1583 | loss: 0.0309936 | val_loss: 0.0313302 | Time: 1430.95 ms [2020-12-18 07:44:18 main:581] : INFO : Epoch 1584 | loss: 0.0309986 | val_loss: 0.0313141 | Time: 1447.05 ms [2020-12-18 07:44:20 main:581] : INFO : Epoch 1585 | loss: 0.0309921 | val_loss: 0.0313275 | Time: 1433.82 ms [2020-12-18 07:44:21 main:581] : INFO : Epoch 1586 | loss: 0.0309904 | val_loss: 0.0313581 | Time: 1459.32 ms [2020-12-18 07:44:23 main:581] : INFO : Epoch 1587 | loss: 0.0309834 | val_loss: 0.0313413 | Time: 1450.58 ms [2020-12-18 07:44:24 main:581] : INFO : Epoch 1588 | loss: 0.0309861 | val_loss: 0.0313152 | Time: 1473.86 ms [2020-12-18 07:44:26 main:581] : INFO : Epoch 1589 | loss: 0.0309938 | val_loss: 0.0313473 | Time: 1483.93 ms [2020-12-18 07:44:27 main:581] : INFO : Epoch 1590 | loss: 0.030984 | val_loss: 0.0313529 | Time: 1452.23 ms [2020-12-18 07:44:29 main:581] : INFO : Epoch 1591 | loss: 0.0309905 | val_loss: 0.0313567 | Time: 1480.37 ms [2020-12-18 07:44:30 main:581] : INFO : Epoch 1592 | loss: 0.0309913 | val_loss: 0.0313462 | Time: 1447.29 ms [2020-12-18 07:44:31 main:581] : INFO : Epoch 1593 | loss: 0.0309941 | val_loss: 0.0313228 | Time: 1418.89 ms [2020-12-18 07:44:33 main:581] : INFO : Epoch 1594 | loss: 0.0309982 | val_loss: 0.0313375 | Time: 1431.95 ms [2020-12-18 07:44:34 main:581] : INFO : Epoch 1595 | loss: 0.0309922 | val_loss: 0.0313432 | Time: 1466.93 ms [2020-12-18 07:44:36 main:581] : INFO : Epoch 1596 | loss: 0.0309913 | val_loss: 0.0313276 | Time: 1432.14 ms [2020-12-18 07:44:37 main:581] : INFO : Epoch 1597 | loss: 0.0309902 | val_loss: 0.0313507 | Time: 1444.8 ms [2020-12-18 07:44:39 main:581] : INFO : Epoch 1598 | loss: 0.0309831 | val_loss: 0.0313451 | Time: 1465.46 ms [2020-12-18 07:44:40 main:581] : INFO : Epoch 1599 | loss: 0.0309919 | val_loss: 0.0313152 | Time: 1475.7 ms [2020-12-18 07:44:42 main:581] : INFO : Epoch 1600 | loss: 0.0310055 | val_loss: 0.0313215 | Time: 1498.94 ms [2020-12-18 07:44:43 main:581] : INFO : Epoch 1601 | loss: 0.0309995 | val_loss: 0.0313078 | Time: 1549.78 ms [2020-12-18 07:44:45 main:581] : INFO : Epoch 1602 | loss: 0.0309904 | val_loss: 0.0313592 | Time: 1460.76 ms [2020-12-18 07:44:46 main:581] : INFO : Epoch 1603 | loss: 0.0309824 | val_loss: 0.0313542 | Time: 1421.99 ms [2020-12-18 07:44:48 main:581] : INFO : Epoch 1604 | loss: 0.030995 | val_loss: 0.0313155 | Time: 1446.85 ms [2020-12-18 07:44:49 main:581] : INFO : Epoch 1605 | loss: 0.0309929 | val_loss: 0.031358 | Time: 1464.39 ms [2020-12-18 07:44:50 main:581] : INFO : Epoch 1606 | loss: 0.0309896 | val_loss: 0.0313145 | Time: 1490.54 ms [2020-12-18 07:44:52 main:581] : INFO : Epoch 1607 | loss: 0.0309984 | val_loss: 0.0313324 | Time: 1457.05 ms [2020-12-18 07:44:53 main:581] : INFO : Epoch 1608 | loss: 0.0309979 | val_loss: 0.0313328 | Time: 1459.31 ms [2020-12-18 07:44:55 main:581] : INFO : Epoch 1609 | loss: 0.030983 | val_loss: 0.0313199 | Time: 1471.28 ms [2020-12-18 07:44:56 main:581] : INFO : Epoch 1610 | loss: 0.0309831 | val_loss: 0.0313209 | Time: 1517.09 ms [2020-12-18 07:44:58 main:581] : INFO : Epoch 1611 | loss: 0.0309833 | val_loss: 0.0313375 | Time: 1457.08 ms [2020-12-18 07:44:59 main:581] : INFO : Epoch 1612 | loss: 0.0309876 | val_loss: 0.0313152 | Time: 1458.23 ms [2020-12-18 07:45:01 main:581] : INFO : Epoch 1613 | loss: 0.03099 | val_loss: 0.0312927 | Time: 1462.58 ms [2020-12-18 07:45:02 main:581] : INFO : Epoch 1614 | loss: 0.0309986 | val_loss: 0.031323 | Time: 1495.9 ms [2020-12-18 07:45:04 main:581] : INFO : Epoch 1615 | loss: 0.0309932 | val_loss: 0.0312874 | Time: 1471.46 ms [2020-12-18 07:45:05 main:581] : INFO : Epoch 1616 | loss: 0.0309988 | val_loss: 0.0313094 | Time: 1483.45 ms [2020-12-18 07:45:07 main:581] : INFO : Epoch 1617 | loss: 0.03099 | val_loss: 0.0313314 | Time: 1453.9 ms [2020-12-18 07:45:08 main:581] : INFO : Epoch 1618 | loss: 0.0309815 | val_loss: 0.0313453 | Time: 1448.69 ms [2020-12-18 07:45:10 main:581] : INFO : Epoch 1619 | loss: 0.0309888 | val_loss: 0.0313486 | Time: 1492.23 ms [2020-12-18 07:45:11 main:581] : INFO : Epoch 1620 | loss: 0.0309858 | val_loss: 0.0313268 | Time: 1446.93 ms [2020-12-18 07:45:12 main:581] : INFO : Epoch 1621 | loss: 0.0309907 | val_loss: 0.0313424 | Time: 1436.86 ms [2020-12-18 07:45:14 main:581] : INFO : Epoch 1622 | loss: 0.0309932 | val_loss: 0.0313188 | Time: 1459.65 ms [2020-12-18 07:45:15 main:581] : INFO : Epoch 1623 | loss: 0.0309925 | val_loss: 0.0313108 | Time: 1481.33 ms [2020-12-18 07:45:17 main:581] : INFO : Epoch 1624 | loss: 0.0309972 | val_loss: 0.0313246 | Time: 1427.41 ms [2020-12-18 07:45:18 main:581] : INFO : Epoch 1625 | loss: 0.0309932 | val_loss: 0.0313513 | Time: 1467.83 ms [2020-12-18 07:45:20 main:581] : INFO : Epoch 1626 | loss: 0.0309952 | val_loss: 0.03136 | Time: 1459.35 ms [2020-12-18 07:45:21 main:581] : INFO : Epoch 1627 | loss: 0.0309883 | val_loss: 0.0313444 | Time: 1444.03 ms [2020-12-18 07:45:23 main:581] : INFO : Epoch 1628 | loss: 0.030985 | val_loss: 0.0313441 | Time: 1436.69 ms [2020-12-18 07:45:24 main:581] : INFO : Epoch 1629 | loss: 0.0309845 | val_loss: 0.0313267 | Time: 1440 ms [2020-12-18 07:45:26 main:581] : INFO : Epoch 1630 | loss: 0.0309916 | val_loss: 0.0313923 | Time: 1423.02 ms [2020-12-18 07:45:27 main:581] : INFO : Epoch 1631 | loss: 0.0309913 | val_loss: 0.031334 | Time: 1470.58 ms [2020-12-18 07:45:28 main:581] : INFO : Epoch 1632 | loss: 0.0309909 | val_loss: 0.0313316 | Time: 1445.73 ms [2020-12-18 07:45:30 main:581] : INFO : Epoch 1633 | loss: 0.0309925 | val_loss: 0.0313563 | Time: 1495.77 ms [2020-12-18 07:45:31 main:581] : INFO : Epoch 1634 | loss: 0.0309931 | val_loss: 0.0313188 | Time: 1462.84 ms [2020-12-18 07:45:33 main:581] : INFO : Epoch 1635 | loss: 0.0309923 | val_loss: 0.0313208 | Time: 1448.22 ms [2020-12-18 07:45:34 main:581] : INFO : Epoch 1636 | loss: 0.0309946 | val_loss: 0.0313381 | Time: 1424.95 ms [2020-12-18 07:45:36 main:581] : INFO : Epoch 1637 | loss: 0.0309895 | val_loss: 0.0313255 | Time: 1414.84 ms [2020-12-18 07:45:37 main:581] : INFO : Epoch 1638 | loss: 0.0309915 | val_loss: 0.0313472 | Time: 1561.94 ms [2020-12-18 07:45:39 main:581] : INFO : Epoch 1639 | loss: 0.0310032 | val_loss: 0.0313353 | Time: 1554.3 ms [2020-12-18 07:45:40 main:581] : INFO : Epoch 1640 | loss: 0.0310021 | val_loss: 0.0313561 | Time: 1557.88 ms [2020-12-18 07:45:42 main:581] : INFO : Epoch 1641 | loss: 0.0309968 | val_loss: 0.031315 | Time: 1532.58 ms [2020-12-18 07:45:43 main:581] : INFO : Epoch 1642 | loss: 0.0309903 | val_loss: 0.0313448 | Time: 1431.22 ms [2020-12-18 07:45:45 main:581] : INFO : Epoch 1643 | loss: 0.0309831 | val_loss: 0.0313707 | Time: 1469.85 ms [2020-12-18 07:45:46 main:581] : INFO : Epoch 1644 | loss: 0.0309868 | val_loss: 0.0313322 | Time: 1478.41 ms [2020-12-18 07:45:48 main:581] : INFO : Epoch 1645 | loss: 0.0309935 | val_loss: 0.0313293 | Time: 1483.28 ms [2020-12-18 07:45:49 main:581] : INFO : Epoch 1646 | loss: 0.0310008 | val_loss: 0.0313 | Time: 1473.19 ms [2020-12-18 07:45:51 main:581] : INFO : Epoch 1647 | loss: 0.0309932 | val_loss: 0.0313218 | Time: 1461.84 ms [2020-12-18 07:45:52 main:581] : INFO : Epoch 1648 | loss: 0.0310006 | val_loss: 0.0313001 | Time: 1475.32 ms [2020-12-18 07:45:54 main:581] : INFO : Epoch 1649 | loss: 0.0310017 | val_loss: 0.0313332 | Time: 1435.42 ms [2020-12-18 07:45:55 main:581] : INFO : Epoch 1650 | loss: 0.0310011 | val_loss: 0.0313539 | Time: 1502.76 ms [2020-12-18 07:45:57 main:581] : INFO : Epoch 1651 | loss: 0.0309931 | val_loss: 0.0313072 | Time: 1477.01 ms [2020-12-18 07:45:58 main:581] : INFO : Epoch 1652 | loss: 0.0309969 | val_loss: 0.0313462 | Time: 1504.92 ms [2020-12-18 07:46:00 main:581] : INFO : Epoch 1653 | loss: 0.0309939 | val_loss: 0.031316 | Time: 1486.33 ms [2020-12-18 07:46:01 main:581] : INFO : Epoch 1654 | loss: 0.0309853 | val_loss: 0.0313574 | Time: 1476.86 ms [2020-12-18 07:46:03 main:581] : INFO : Epoch 1655 | loss: 0.0309912 | val_loss: 0.0313333 | Time: 1487.27 ms [2020-12-18 07:46:04 main:581] : INFO : Epoch 1656 | loss: 0.031 | val_loss: 0.0313349 | Time: 1486.62 ms [2020-12-18 07:46:06 main:581] : INFO : Epoch 1657 | loss: 0.030982 | val_loss: 0.031392 | Time: 1457.73 ms [2020-12-18 07:46:07 main:581] : INFO : Epoch 1658 | loss: 0.0309892 | val_loss: 0.0313229 | Time: 1465.85 ms [2020-12-18 07:46:08 main:581] : INFO : Epoch 1659 | loss: 0.0310011 | val_loss: 0.0313327 | Time: 1443.76 ms [2020-12-18 07:46:10 main:581] : INFO : Epoch 1660 | loss: 0.0309996 | val_loss: 0.0313555 | Time: 1452.75 ms [2020-12-18 07:46:11 main:581] : INFO : Epoch 1661 | loss: 0.0309952 | val_loss: 0.0313315 | Time: 1484.16 ms [2020-12-18 07:46:13 main:581] : INFO : Epoch 1662 | loss: 0.0310048 | val_loss: 0.0313462 | Time: 1483.33 ms [2020-12-18 07:46:14 main:581] : INFO : Epoch 1663 | loss: 0.0309975 | val_loss: 0.0313185 | Time: 1455.2 ms [2020-12-18 07:46:16 main:581] : INFO : Epoch 1664 | loss: 0.0310073 | val_loss: 0.0313537 | Time: 1476.2 ms [2020-12-18 07:46:17 main:581] : INFO : Epoch 1665 | loss: 0.0309897 | val_loss: 0.0313404 | Time: 1482.04 ms [2020-12-18 07:46:19 main:581] : INFO : Epoch 1666 | loss: 0.0309905 | val_loss: 0.0313343 | Time: 1453.2 ms [2020-12-18 07:46:20 main:581] : INFO : Epoch 1667 | loss: 0.0309885 | val_loss: 0.0313314 | Time: 1489.89 ms [2020-12-18 07:46:22 main:581] : INFO : Epoch 1668 | loss: 0.030988 | val_loss: 0.0313082 | Time: 1460.25 ms [2020-12-18 07:46:23 main:581] : INFO : Epoch 1669 | loss: 0.030988 | val_loss: 0.0313452 | Time: 1488.25 ms [2020-12-18 07:46:25 main:581] : INFO : Epoch 1670 | loss: 0.0309938 | val_loss: 0.0313286 | Time: 1462.13 ms [2020-12-18 07:46:26 main:581] : INFO : Epoch 1671 | loss: 0.0309949 | val_loss: 0.0313097 | Time: 1483.74 ms [2020-12-18 07:46:28 main:581] : INFO : Epoch 1672 | loss: 0.0309945 | val_loss: 0.0313582 | Time: 1460.01 ms [2020-12-18 07:46:29 main:581] : INFO : Epoch 1673 | loss: 0.0309902 | val_loss: 0.031367 | Time: 1472.35 ms [2020-12-18 07:46:30 main:581] : INFO : Epoch 1674 | loss: 0.0309956 | val_loss: 0.0313403 | Time: 1418.89 ms [2020-12-18 07:46:32 main:581] : INFO : Epoch 1675 | loss: 0.0309954 | val_loss: 0.0313152 | Time: 1474.88 ms [2020-12-18 07:46:33 main:581] : INFO : Epoch 1676 | loss: 0.0309984 | val_loss: 0.0313476 | Time: 1436.93 ms [2020-12-18 07:46:35 main:581] : INFO : Epoch 1677 | loss: 0.0309939 | val_loss: 0.0313151 | Time: 1451.89 ms [2020-12-18 07:46:36 main:581] : INFO : Epoch 1678 | loss: 0.0310002 | val_loss: 0.0313182 | Time: 1443.31 ms [2020-12-18 07:46:38 main:581] : INFO : Epoch 1679 | loss: 0.0309983 | val_loss: 0.0313491 | Time: 1440.44 ms [2020-12-18 07:46:39 main:581] : INFO : Epoch 1680 | loss: 0.0309995 | val_loss: 0.0312867 | Time: 1470.53 ms [2020-12-18 07:46:41 main:581] : INFO : Epoch 1681 | loss: 0.0309999 | val_loss: 0.0313345 | Time: 1463.01 ms [2020-12-18 07:46:42 main:581] : INFO : Epoch 1682 | loss: 0.0309897 | val_loss: 0.0312894 | Time: 1489.49 ms [2020-12-18 07:46:44 main:581] : INFO : Epoch 1683 | loss: 0.0309902 | val_loss: 0.0313361 | Time: 1466.36 ms [2020-12-18 07:46:45 main:581] : INFO : Epoch 1684 | loss: 0.030996 | val_loss: 0.0312908 | Time: 1447.12 ms [2020-12-18 07:46:46 main:581] : INFO : Epoch 1685 | loss: 0.0309903 | val_loss: 0.0313293 | Time: 1445.98 ms [2020-12-18 07:46:48 main:581] : INFO : Epoch 1686 | loss: 0.0309856 | val_loss: 0.0313222 | Time: 1453.95 ms [2020-12-18 07:46:49 main:581] : INFO : Epoch 1687 | loss: 0.0309852 | val_loss: 0.0313517 | Time: 1438.14 ms [2020-12-18 07:46:51 main:581] : INFO : Epoch 1688 | loss: 0.0309871 | val_loss: 0.0313396 | Time: 1437.34 ms [2020-12-18 07:46:52 main:581] : INFO : Epoch 1689 | loss: 0.0309873 | val_loss: 0.0313338 | Time: 1486.02 ms [2020-12-18 07:46:54 main:581] : INFO : Epoch 1690 | loss: 0.0309938 | val_loss: 0.0313425 | Time: 1430.26 ms [2020-12-18 07:46:55 main:581] : INFO : Epoch 1691 | loss: 0.0309872 | val_loss: 0.0313265 | Time: 1439.95 ms [2020-12-18 07:46:57 main:581] : INFO : Epoch 1692 | loss: 0.0309909 | val_loss: 0.0313176 | Time: 1441.09 ms [2020-12-18 07:46:58 main:581] : INFO : Epoch 1693 | loss: 0.030994 | val_loss: 0.0313359 | Time: 1450.45 ms [2020-12-18 07:47:00 main:581] : INFO : Epoch 1694 | loss: 0.0309845 | val_loss: 0.0313566 | Time: 1459.19 ms [2020-12-18 07:47:01 main:581] : INFO : Epoch 1695 | loss: 0.0309801 | val_loss: 0.0313177 | Time: 1472.97 ms [2020-12-18 07:47:02 main:581] : INFO : Epoch 1696 | loss: 0.0309831 | val_loss: 0.0313399 | Time: 1452.99 ms [2020-12-18 07:47:04 main:581] : INFO : Epoch 1697 | loss: 0.030994 | val_loss: 0.0313684 | Time: 1471.32 ms [2020-12-18 07:47:05 main:581] : INFO : Epoch 1698 | loss: 0.0309899 | val_loss: 0.0313306 | Time: 1475.73 ms [2020-12-18 07:47:07 main:581] : INFO : Epoch 1699 | loss: 0.0309821 | val_loss: 0.0313304 | Time: 1434.73 ms [2020-12-18 07:47:08 main:581] : INFO : Epoch 1700 | loss: 0.0309936 | val_loss: 0.0313211 | Time: 1474.82 ms [2020-12-18 07:47:10 main:581] : INFO : Epoch 1701 | loss: 0.0310004 | val_loss: 0.0313461 | Time: 1445.86 ms [2020-12-18 07:47:11 main:581] : INFO : Epoch 1702 | loss: 0.0309922 | val_loss: 0.0313102 | Time: 1461.14 ms [2020-12-18 07:47:13 main:581] : INFO : Epoch 1703 | loss: 0.0309943 | val_loss: 0.0313034 | Time: 1460.67 ms [2020-12-18 07:47:14 main:581] : INFO : Epoch 1704 | loss: 0.0309954 | val_loss: 0.0313221 | Time: 1489.59 ms [2020-12-18 07:47:16 main:581] : INFO : Epoch 1705 | loss: 0.0309927 | val_loss: 0.0313054 | Time: 1502.17 ms [2020-12-18 07:47:17 main:581] : INFO : Epoch 1706 | loss: 0.0309956 | val_loss: 0.0313463 | Time: 1470.43 ms [2020-12-18 07:47:19 main:581] : INFO : Epoch 1707 | loss: 0.0309943 | val_loss: 0.0313632 | Time: 1481.61 ms [2020-12-18 07:47:20 main:581] : INFO : Epoch 1708 | loss: 0.0309915 | val_loss: 0.0313052 | Time: 1456.45 ms [2020-12-18 07:47:22 main:581] : INFO : Epoch 1709 | loss: 0.0309924 | val_loss: 0.0313203 | Time: 1503.34 ms [2020-12-18 07:47:23 main:581] : INFO : Epoch 1710 | loss: 0.0310004 | val_loss: 0.0312853 | Time: 1496.02 ms [2020-12-18 07:47:25 main:581] : INFO : Epoch 1711 | loss: 0.0310023 | val_loss: 0.0313161 | Time: 1499.68 ms [2020-12-18 07:47:26 main:581] : INFO : Epoch 1712 | loss: 0.0309858 | val_loss: 0.0313608 | Time: 1490.77 ms [2020-12-18 07:47:27 main:581] : INFO : Epoch 1713 | loss: 0.0309853 | val_loss: 0.0313343 | Time: 1447.33 ms [2020-12-18 07:47:29 main:581] : INFO : Epoch 1714 | loss: 0.0309876 | val_loss: 0.0313267 | Time: 1433.57 ms [2020-12-18 07:47:30 main:581] : INFO : Epoch 1715 | loss: 0.0309942 | val_loss: 0.0313395 | Time: 1442.79 ms [2020-12-18 07:47:32 main:581] : INFO : Epoch 1716 | loss: 0.030993 | val_loss: 0.0313463 | Time: 1421.09 ms [2020-12-18 07:47:33 main:581] : INFO : Epoch 1717 | loss: 0.0309822 | val_loss: 0.0313312 | Time: 1445.58 ms [2020-12-18 07:47:35 main:581] : INFO : Epoch 1718 | loss: 0.0309915 | val_loss: 0.0313359 | Time: 1461.91 ms [2020-12-18 07:47:36 main:581] : INFO : Epoch 1719 | loss: 0.0309919 | val_loss: 0.031332 | Time: 1489.84 ms [2020-12-18 07:47:38 main:581] : INFO : Epoch 1720 | loss: 0.0309897 | val_loss: 0.0313468 | Time: 1489.53 ms [2020-12-18 07:47:39 main:581] : INFO : Epoch 1721 | loss: 0.0309924 | val_loss: 0.0313047 | Time: 1476.98 ms [2020-12-18 07:47:41 main:581] : INFO : Epoch 1722 | loss: 0.0309859 | val_loss: 0.0313234 | Time: 1412.23 ms [2020-12-18 07:47:42 main:581] : INFO : Epoch 1723 | loss: 0.0309868 | val_loss: 0.0313649 | Time: 1449.1 ms [2020-12-18 07:47:43 main:581] : INFO : Epoch 1724 | loss: 0.0309888 | val_loss: 0.0313045 | Time: 1463.82 ms [2020-12-18 07:47:45 main:581] : INFO : Epoch 1725 | loss: 0.0309874 | val_loss: 0.0313266 | Time: 1451.42 ms [2020-12-18 07:47:46 main:581] : INFO : Epoch 1726 | loss: 0.0309922 | val_loss: 0.0313448 | Time: 1467.33 ms [2020-12-18 07:47:48 main:581] : INFO : Epoch 1727 | loss: 0.030988 | val_loss: 0.0313736 | Time: 1501.26 ms [2020-12-18 07:47:49 main:581] : INFO : Epoch 1728 | loss: 0.0309856 | val_loss: 0.0313169 | Time: 1484.15 ms [2020-12-18 07:47:51 main:581] : INFO : Epoch 1729 | loss: 0.0309948 | val_loss: 0.0313694 | Time: 1467.2 ms [2020-12-18 07:47:52 main:581] : INFO : Epoch 1730 | loss: 0.030989 | val_loss: 0.0313216 | Time: 1403.66 ms [2020-12-18 07:47:54 main:581] : INFO : Epoch 1731 | loss: 0.0309808 | val_loss: 0.0313171 | Time: 1455.19 ms [2020-12-18 07:47:55 main:581] : INFO : Epoch 1732 | loss: 0.0309896 | val_loss: 0.0313194 | Time: 1425.86 ms [2020-12-18 07:47:57 main:581] : INFO : Epoch 1733 | loss: 0.0309902 | val_loss: 0.031358 | Time: 1405.36 ms [2020-12-18 07:47:58 main:581] : INFO : Epoch 1734 | loss: 0.0309935 | val_loss: 0.0313054 | Time: 1449.42 ms [2020-12-18 07:47:59 main:581] : INFO : Epoch 1735 | loss: 0.030997 | val_loss: 0.0313123 | Time: 1444.65 ms [2020-12-18 07:48:01 main:581] : INFO : Epoch 1736 | loss: 0.0309926 | val_loss: 0.0313449 | Time: 1459.35 ms [2020-12-18 07:48:02 main:581] : INFO : Epoch 1737 | loss: 0.0309947 | val_loss: 0.0313304 | Time: 1460.27 ms [2020-12-18 07:48:04 main:581] : INFO : Epoch 1738 | loss: 0.030986 | val_loss: 0.0313312 | Time: 1431.68 ms [2020-12-18 07:48:05 main:581] : INFO : Epoch 1739 | loss: 0.0309833 | val_loss: 0.031356 | Time: 1438.26 ms [2020-12-18 07:48:07 main:581] : INFO : Epoch 1740 | loss: 0.0309896 | val_loss: 0.0313181 | Time: 1440.13 ms [2020-12-18 07:48:08 main:581] : INFO : Epoch 1741 | loss: 0.0309929 | val_loss: 0.0313468 | Time: 1454.93 ms [2020-12-18 07:48:10 main:581] : INFO : Epoch 1742 | loss: 0.030988 | val_loss: 0.0313197 | Time: 1453.58 ms [2020-12-18 07:48:11 main:581] : INFO : Epoch 1743 | loss: 0.0309843 | val_loss: 0.0313687 | Time: 1438.81 ms [2020-12-18 07:48:12 main:581] : INFO : Epoch 1744 | loss: 0.030995 | val_loss: 0.0313526 | Time: 1455.38 ms [2020-12-18 07:48:14 main:581] : INFO : Epoch 1745 | loss: 0.0309937 | val_loss: 0.031339 | Time: 1465.36 ms [2020-12-18 07:48:15 main:581] : INFO : Epoch 1746 | loss: 0.0309866 | val_loss: 0.0313297 | Time: 1528.03 ms [2020-12-18 07:48:17 main:581] : INFO : Epoch 1747 | loss: 0.0309871 | val_loss: 0.0313064 | Time: 1500.08 ms [2020-12-18 07:48:18 main:581] : INFO : Epoch 1748 | loss: 0.0309877 | val_loss: 0.0313057 | Time: 1480.32 ms [2020-12-18 07:48:20 main:581] : INFO : Epoch 1749 | loss: 0.0309909 | val_loss: 0.0313156 | Time: 1436.85 ms [2020-12-18 07:48:21 main:581] : INFO : Epoch 1750 | loss: 0.0309887 | val_loss: 0.0313415 | Time: 1475.66 ms [2020-12-18 07:48:23 main:581] : INFO : Epoch 1751 | loss: 0.0309934 | val_loss: 0.0313552 | Time: 1449.28 ms [2020-12-18 07:48:24 main:581] : INFO : Epoch 1752 | loss: 0.0309953 | val_loss: 0.0313255 | Time: 1451.37 ms [2020-12-18 07:48:26 main:581] : INFO : Epoch 1753 | loss: 0.0309947 | val_loss: 0.0313182 | Time: 1447.73 ms [2020-12-18 07:48:27 main:581] : INFO : Epoch 1754 | loss: 0.0310018 | val_loss: 0.0312723 | Time: 1505.72 ms [2020-12-18 07:48:29 main:581] : INFO : Epoch 1755 | loss: 0.0310084 | val_loss: 0.0312716 | Time: 1433.44 ms [2020-12-18 07:48:30 main:581] : INFO : Epoch 1756 | loss: 0.0310042 | val_loss: 0.0313667 | Time: 1447.46 ms [2020-12-18 07:48:32 main:581] : INFO : Epoch 1757 | loss: 0.030997 | val_loss: 0.0313391 | Time: 1434.19 ms [2020-12-18 07:48:33 main:581] : INFO : Epoch 1758 | loss: 0.030988 | val_loss: 0.0313388 | Time: 1446.65 ms [2020-12-18 07:48:34 main:581] : INFO : Epoch 1759 | loss: 0.0309879 | val_loss: 0.0313067 | Time: 1440.74 ms [2020-12-18 07:48:36 main:581] : INFO : Epoch 1760 | loss: 0.0309941 | val_loss: 0.0313121 | Time: 1469.02 ms [2020-12-18 07:48:37 main:581] : INFO : Epoch 1761 | loss: 0.030992 | val_loss: 0.0313367 | Time: 1460.64 ms [2020-12-18 07:48:39 main:581] : INFO : Epoch 1762 | loss: 0.0309941 | val_loss: 0.0313559 | Time: 1436.86 ms [2020-12-18 07:48:40 main:581] : INFO : Epoch 1763 | loss: 0.0309943 | val_loss: 0.0313505 | Time: 1450.19 ms [2020-12-18 07:48:42 main:581] : INFO : Epoch 1764 | loss: 0.0309952 | val_loss: 0.0313225 | Time: 1448.24 ms [2020-12-18 07:48:43 main:581] : INFO : Epoch 1765 | loss: 0.0309864 | val_loss: 0.0313217 | Time: 1466.37 ms [2020-12-18 07:48:45 main:581] : INFO : Epoch 1766 | loss: 0.0309862 | val_loss: 0.0313232 | Time: 1470.04 ms [2020-12-18 07:48:46 main:581] : INFO : Epoch 1767 | loss: 0.0309908 | val_loss: 0.0313649 | Time: 1458.94 ms [2020-12-18 07:48:48 main:581] : INFO : Epoch 1768 | loss: 0.0310023 | val_loss: 0.0313133 | Time: 1434.29 ms [2020-12-18 07:48:49 main:581] : INFO : Epoch 1769 | loss: 0.0309868 | val_loss: 0.0313305 | Time: 1458.67 ms [2020-12-18 07:48:50 main:581] : INFO : Epoch 1770 | loss: 0.0309907 | val_loss: 0.0313229 | Time: 1458.28 ms [2020-12-18 07:48:52 main:581] : INFO : Epoch 1771 | loss: 0.0309959 | val_loss: 0.0313186 | Time: 1469.9 ms [2020-12-18 07:48:53 main:581] : INFO : Epoch 1772 | loss: 0.0309942 | val_loss: 0.031323 | Time: 1478.5 ms [2020-12-18 07:48:55 main:581] : INFO : Epoch 1773 | loss: 0.0309892 | val_loss: 0.0313114 | Time: 1467.74 ms [2020-12-18 07:48:56 main:581] : INFO : Epoch 1774 | loss: 0.030993 | val_loss: 0.0313285 | Time: 1490.55 ms [2020-12-18 07:48:58 main:581] : INFO : Epoch 1775 | loss: 0.0309884 | val_loss: 0.03132 | Time: 1492.75 ms [2020-12-18 07:48:59 main:581] : INFO : Epoch 1776 | loss: 0.0309894 | val_loss: 0.0313412 | Time: 1466.64 ms [2020-12-18 07:49:01 main:581] : INFO : Epoch 1777 | loss: 0.0309928 | val_loss: 0.0313781 | Time: 1480.8 ms [2020-12-18 07:49:02 main:581] : INFO : Epoch 1778 | loss: 0.0310018 | val_loss: 0.0313449 | Time: 1480.93 ms [2020-12-18 07:49:04 main:581] : INFO : Epoch 1779 | loss: 0.0309857 | val_loss: 0.0313186 | Time: 1464.51 ms [2020-12-18 07:49:05 main:581] : INFO : Epoch 1780 | loss: 0.030985 | val_loss: 0.0313846 | Time: 1416 ms [2020-12-18 07:49:07 main:581] : INFO : Epoch 1781 | loss: 0.0309915 | val_loss: 0.0313147 | Time: 1444.4 ms [2020-12-18 07:49:08 main:581] : INFO : Epoch 1782 | loss: 0.0309863 | val_loss: 0.0313496 | Time: 1436.94 ms [2020-12-18 07:49:09 main:581] : INFO : Epoch 1783 | loss: 0.0309923 | val_loss: 0.0313362 | Time: 1443.71 ms [2020-12-18 07:49:11 main:581] : INFO : Epoch 1784 | loss: 0.0309911 | val_loss: 0.0313606 | Time: 1455.96 ms [2020-12-18 07:49:12 main:581] : INFO : Epoch 1785 | loss: 0.0309923 | val_loss: 0.0313593 | Time: 1479.97 ms [2020-12-18 07:49:14 main:581] : INFO : Epoch 1786 | loss: 0.0309939 | val_loss: 0.0313569 | Time: 1496.85 ms [2020-12-18 07:49:15 main:581] : INFO : Epoch 1787 | loss: 0.0309895 | val_loss: 0.0313853 | Time: 1507.6 ms [2020-12-18 07:49:17 main:581] : INFO : Epoch 1788 | loss: 0.0309908 | val_loss: 0.0313077 | Time: 1441.98 ms [2020-12-18 07:49:18 main:581] : INFO : Epoch 1789 | loss: 0.0309901 | val_loss: 0.0313358 | Time: 1449.04 ms [2020-12-18 07:49:20 main:581] : INFO : Epoch 1790 | loss: 0.0309931 | val_loss: 0.0313287 | Time: 1438.34 ms [2020-12-18 07:49:21 main:581] : INFO : Epoch 1791 | loss: 0.0309963 | val_loss: 0.0313415 | Time: 1473.76 ms [2020-12-18 07:49:23 main:581] : INFO : Epoch 1792 | loss: 0.0310046 | val_loss: 0.0313249 | Time: 1512.53 ms [2020-12-18 07:49:24 main:581] : INFO : Epoch 1793 | loss: 0.0309927 | val_loss: 0.0313451 | Time: 1456.05 ms [2020-12-18 07:49:26 main:581] : INFO : Epoch 1794 | loss: 0.0309869 | val_loss: 0.0313292 | Time: 1468.67 ms [2020-12-18 07:49:27 main:581] : INFO : Epoch 1795 | loss: 0.0309944 | val_loss: 0.0313456 | Time: 1455.76 ms [2020-12-18 07:49:29 main:581] : INFO : Epoch 1796 | loss: 0.0309928 | val_loss: 0.031331 | Time: 1489.11 ms [2020-12-18 07:49:30 main:581] : INFO : Epoch 1797 | loss: 0.0309882 | val_loss: 0.0313512 | Time: 1476.79 ms [2020-12-18 07:49:32 main:581] : INFO : Epoch 1798 | loss: 0.0310107 | val_loss: 0.0313162 | Time: 1456.27 ms [2020-12-18 07:49:33 main:581] : INFO : Epoch 1799 | loss: 0.0309936 | val_loss: 0.0313354 | Time: 1473.85 ms [2020-12-18 07:49:34 main:581] : INFO : Epoch 1800 | loss: 0.0309873 | val_loss: 0.0313621 | Time: 1467.08 ms [2020-12-18 07:49:36 main:581] : INFO : Epoch 1801 | loss: 0.0309864 | val_loss: 0.0313324 | Time: 1477.46 ms [2020-12-18 07:49:37 main:581] : INFO : Epoch 1802 | loss: 0.0309911 | val_loss: 0.0313295 | Time: 1452.86 ms [2020-12-18 07:49:39 main:581] : INFO : Epoch 1803 | loss: 0.0309937 | val_loss: 0.0313476 | Time: 1464.26 ms [2020-12-18 07:49:40 main:581] : INFO : Epoch 1804 | loss: 0.0309835 | val_loss: 0.0313814 | Time: 1487.01 ms [2020-12-18 07:49:42 main:581] : INFO : Epoch 1805 | loss: 0.0309904 | val_loss: 0.0313401 | Time: 1486.06 ms [2020-12-18 07:49:43 main:581] : INFO : Epoch 1806 | loss: 0.0309952 | val_loss: 0.0313038 | Time: 1476.79 ms [2020-12-18 07:49:45 main:581] : INFO : Epoch 1807 | loss: 0.0309921 | val_loss: 0.0313339 | Time: 1496.86 ms [2020-12-18 07:49:46 main:581] : INFO : Epoch 1808 | loss: 0.0309999 | val_loss: 0.031312 | Time: 1500.93 ms [2020-12-18 07:49:48 main:581] : INFO : Epoch 1809 | loss: 0.0309986 | val_loss: 0.0313368 | Time: 1488.71 ms [2020-12-18 07:49:49 main:581] : INFO : Epoch 1810 | loss: 0.0309874 | val_loss: 0.0313466 | Time: 1460.65 ms [2020-12-18 07:49:51 main:581] : INFO : Epoch 1811 | loss: 0.0309844 | val_loss: 0.0313409 | Time: 1458.72 ms [2020-12-18 07:49:52 main:581] : INFO : Epoch 1812 | loss: 0.0309942 | val_loss: 0.0312908 | Time: 1466.13 ms [2020-12-18 07:49:54 main:581] : INFO : Epoch 1813 | loss: 0.0310007 | val_loss: 0.0313044 | Time: 1459.94 ms [2020-12-18 07:49:55 main:581] : INFO : Epoch 1814 | loss: 0.0309911 | val_loss: 0.0313584 | Time: 1439.4 ms [2020-12-18 07:49:57 main:581] : INFO : Epoch 1815 | loss: 0.030984 | val_loss: 0.031318 | Time: 1463.12 ms [2020-12-18 07:49:58 main:581] : INFO : Epoch 1816 | loss: 0.0309936 | val_loss: 0.031345 | Time: 1487.05 ms [2020-12-18 07:50:00 main:581] : INFO : Epoch 1817 | loss: 0.0309947 | val_loss: 0.0313692 | Time: 1477.69 ms [2020-12-18 07:50:01 main:581] : INFO : Epoch 1818 | loss: 0.0309948 | val_loss: 0.031336 | Time: 1442.85 ms [2020-12-18 07:50:02 main:581] : INFO : Epoch 1819 | loss: 0.0309897 | val_loss: 0.0313158 | Time: 1437.4 ms [2020-12-18 07:50:04 main:581] : INFO : Epoch 1820 | loss: 0.0309911 | val_loss: 0.0313251 | Time: 1458.47 ms [2020-12-18 07:50:05 main:581] : INFO : Epoch 1821 | loss: 0.0309973 | val_loss: 0.031338 | Time: 1444.74 ms [2020-12-18 07:50:07 main:581] : INFO : Epoch 1822 | loss: 0.0309913 | val_loss: 0.0313266 | Time: 1473.38 ms [2020-12-18 07:50:08 main:581] : INFO : Epoch 1823 | loss: 0.0309843 | val_loss: 0.0313309 | Time: 1504.56 ms [2020-12-18 07:50:10 main:581] : INFO : Epoch 1824 | loss: 0.0309942 | val_loss: 0.0313845 | Time: 1486.12 ms [2020-12-18 07:50:11 main:581] : INFO : Epoch 1825 | loss: 0.0309926 | val_loss: 0.0313407 | Time: 1483.16 ms [2020-12-18 07:50:13 main:581] : INFO : Epoch 1826 | loss: 0.0309841 | val_loss: 0.0313786 | Time: 1495.77 ms [2020-12-18 07:50:14 main:581] : INFO : Epoch 1827 | loss: 0.0309847 | val_loss: 0.0313495 | Time: 1448.72 ms [2020-12-18 07:50:16 main:581] : INFO : Epoch 1828 | loss: 0.0309872 | val_loss: 0.0313432 | Time: 1485.08 ms [2020-12-18 07:50:17 main:581] : INFO : Epoch 1829 | loss: 0.0309907 | val_loss: 0.0313473 | Time: 1475.85 ms [2020-12-18 07:50:19 main:581] : INFO : Epoch 1830 | loss: 0.0309955 | val_loss: 0.0313477 | Time: 1480.83 ms [2020-12-18 07:50:20 main:581] : INFO : Epoch 1831 | loss: 0.0309852 | val_loss: 0.0313168 | Time: 1463.61 ms [2020-12-18 07:50:22 main:581] : INFO : Epoch 1832 | loss: 0.0309952 | val_loss: 0.0313516 | Time: 1491.11 ms [2020-12-18 07:50:23 main:581] : INFO : Epoch 1833 | loss: 0.0309905 | val_loss: 0.0313677 | Time: 1474.99 ms [2020-12-18 07:50:25 main:581] : INFO : Epoch 1834 | loss: 0.0309914 | val_loss: 0.0313191 | Time: 1487.13 ms [2020-12-18 07:50:26 main:581] : INFO : Epoch 1835 | loss: 0.0309923 | val_loss: 0.0313372 | Time: 1464.81 ms [2020-12-18 07:50:27 main:581] : INFO : Epoch 1836 | loss: 0.0309835 | val_loss: 0.0313497 | Time: 1459.65 ms [2020-12-18 07:50:29 main:581] : INFO : Epoch 1837 | loss: 0.030993 | val_loss: 0.0313193 | Time: 1494.94 ms [2020-12-18 07:50:30 main:581] : INFO : Epoch 1838 | loss: 0.031003 | val_loss: 0.0313422 | Time: 1447.4 ms [2020-12-18 07:50:32 main:581] : INFO : Epoch 1839 | loss: 0.0309888 | val_loss: 0.0313418 | Time: 1450.84 ms [2020-12-18 07:50:33 main:581] : INFO : Epoch 1840 | loss: 0.0309866 | val_loss: 0.0313395 | Time: 1442.28 ms [2020-12-18 07:50:35 main:581] : INFO : Epoch 1841 | loss: 0.0309953 | val_loss: 0.0313025 | Time: 1449.87 ms [2020-12-18 07:50:36 main:581] : INFO : Epoch 1842 | loss: 0.0309954 | val_loss: 0.0313445 | Time: 1466.66 ms [2020-12-18 07:50:38 main:581] : INFO : Epoch 1843 | loss: 0.0309958 | val_loss: 0.0313064 | Time: 1475.43 ms [2020-12-18 07:50:39 main:581] : INFO : Epoch 1844 | loss: 0.0309917 | val_loss: 0.0313486 | Time: 1478.66 ms [2020-12-18 07:50:41 main:581] : INFO : Epoch 1845 | loss: 0.030996 | val_loss: 0.0313445 | Time: 1466.51 ms [2020-12-18 07:50:42 main:581] : INFO : Epoch 1846 | loss: 0.0309836 | val_loss: 0.0313618 | Time: 1499.14 ms [2020-12-18 07:50:44 main:581] : INFO : Epoch 1847 | loss: 0.0309904 | val_loss: 0.031371 | Time: 1474.95 ms [2020-12-18 07:50:45 main:581] : INFO : Epoch 1848 | loss: 0.0309857 | val_loss: 0.0313269 | Time: 1506.24 ms [2020-12-18 07:50:47 main:581] : INFO : Epoch 1849 | loss: 0.0309867 | val_loss: 0.0313615 | Time: 1474.2 ms [2020-12-18 07:50:48 main:581] : INFO : Epoch 1850 | loss: 0.0309916 | val_loss: 0.0313363 | Time: 1461.06 ms [2020-12-18 07:50:50 main:581] : INFO : Epoch 1851 | loss: 0.0309861 | val_loss: 0.031291 | Time: 1464.98 ms [2020-12-18 07:50:51 main:581] : INFO : Epoch 1852 | loss: 0.0309887 | val_loss: 0.0313452 | Time: 1455.86 ms [2020-12-18 07:50:53 main:581] : INFO : Epoch 1853 | loss: 0.0309829 | val_loss: 0.0313275 | Time: 1511.29 ms [2020-12-18 07:50:54 main:581] : INFO : Epoch 1854 | loss: 0.0309901 | val_loss: 0.0313317 | Time: 1468.46 ms [2020-12-18 07:50:55 main:581] : INFO : Epoch 1855 | loss: 0.0309902 | val_loss: 0.0313414 | Time: 1420.36 ms [2020-12-18 07:50:57 main:581] : INFO : Epoch 1856 | loss: 0.0309941 | val_loss: 0.0313259 | Time: 1446.2 ms [2020-12-18 07:50:58 main:581] : INFO : Epoch 1857 | loss: 0.0309885 | val_loss: 0.0313475 | Time: 1467.41 ms [2020-12-18 07:51:00 main:581] : INFO : Epoch 1858 | loss: 0.0309915 | val_loss: 0.0313085 | Time: 1448.45 ms [2020-12-18 07:51:01 main:581] : INFO : Epoch 1859 | loss: 0.0309845 | val_loss: 0.0313527 | Time: 1417.15 ms [2020-12-18 07:51:03 main:581] : INFO : Epoch 1860 | loss: 0.0309853 | val_loss: 0.0313662 | Time: 1453.03 ms [2020-12-18 07:51:04 main:581] : INFO : Epoch 1861 | loss: 0.0309883 | val_loss: 0.0313362 | Time: 1437.24 ms [2020-12-18 07:51:05 main:581] : INFO : Epoch 1862 | loss: 0.0309959 | val_loss: 0.0313842 | Time: 1429.82 ms [2020-12-18 07:51:07 main:581] : INFO : Epoch 1863 | loss: 0.0309862 | val_loss: 0.0313681 | Time: 1473.43 ms [2020-12-18 07:51:08 main:581] : INFO : Epoch 1864 | loss: 0.030984 | val_loss: 0.0313455 | Time: 1457.72 ms [2020-12-18 07:51:10 main:581] : INFO : Epoch 1865 | loss: 0.0309865 | val_loss: 0.0313397 | Time: 1463.61 ms [2020-12-18 07:51:11 main:581] : INFO : Epoch 1866 | loss: 0.0309836 | val_loss: 0.031325 | Time: 1434.08 ms [2020-12-18 07:51:13 main:581] : INFO : Epoch 1867 | loss: 0.0309907 | val_loss: 0.031353 | Time: 1480.89 ms [2020-12-18 07:51:14 main:581] : INFO : Epoch 1868 | loss: 0.0309872 | val_loss: 0.0313349 | Time: 1469.09 ms [2020-12-18 07:51:16 main:581] : INFO : Epoch 1869 | loss: 0.0309891 | val_loss: 0.031328 | Time: 1453.86 ms [2020-12-18 07:51:17 main:581] : INFO : Epoch 1870 | loss: 0.0309942 | val_loss: 0.0313776 | Time: 1427.36 ms [2020-12-18 07:51:19 main:581] : INFO : Epoch 1871 | loss: 0.0309856 | val_loss: 0.0313708 | Time: 1463.85 ms [2020-12-18 07:51:20 main:581] : INFO : Epoch 1872 | loss: 0.0309951 | val_loss: 0.0313181 | Time: 1465.91 ms [2020-12-18 07:51:22 main:581] : INFO : Epoch 1873 | loss: 0.0310038 | val_loss: 0.0313243 | Time: 1447.71 ms [2020-12-18 07:51:23 main:581] : INFO : Epoch 1874 | loss: 0.0309879 | val_loss: 0.0313436 | Time: 1482.93 ms [2020-12-18 07:51:24 main:581] : INFO : Epoch 1875 | loss: 0.0309827 | val_loss: 0.0313969 | Time: 1480.95 ms [2020-12-18 07:51:26 main:581] : INFO : Epoch 1876 | loss: 0.0309898 | val_loss: 0.0313253 | Time: 1446.96 ms [2020-12-18 07:51:27 main:581] : INFO : Epoch 1877 | loss: 0.0309931 | val_loss: 0.0313228 | Time: 1490.14 ms [2020-12-18 07:51:29 main:581] : INFO : Epoch 1878 | loss: 0.0309944 | val_loss: 0.0313708 | Time: 1470.69 ms [2020-12-18 07:51:30 main:581] : INFO : Epoch 1879 | loss: 0.0309868 | val_loss: 0.0313334 | Time: 1455.4 ms [2020-12-18 07:51:32 main:581] : INFO : Epoch 1880 | loss: 0.0309863 | val_loss: 0.0313682 | Time: 1465.47 ms [2020-12-18 07:51:33 main:581] : INFO : Epoch 1881 | loss: 0.0310062 | val_loss: 0.0313524 | Time: 1477.96 ms [2020-12-18 07:51:35 main:581] : INFO : Epoch 1882 | loss: 0.0309962 | val_loss: 0.031319 | Time: 1462.75 ms [2020-12-18 07:51:36 main:581] : INFO : Epoch 1883 | loss: 0.0309937 | val_loss: 0.0313144 | Time: 1478.94 ms [2020-12-18 07:51:38 main:581] : INFO : Epoch 1884 | loss: 0.0310006 | val_loss: 0.0313378 | Time: 1471.3 ms [2020-12-18 07:51:39 main:581] : INFO : Epoch 1885 | loss: 0.0309914 | val_loss: 0.0313204 | Time: 1466.64 ms [2020-12-18 07:51:41 main:581] : INFO : Epoch 1886 | loss: 0.0309888 | val_loss: 0.0313307 | Time: 1456.11 ms [2020-12-18 07:51:42 main:581] : INFO : Epoch 1887 | loss: 0.0309891 | val_loss: 0.0313228 | Time: 1446.84 ms [2020-12-18 07:51:44 main:581] : INFO : Epoch 1888 | loss: 0.030992 | val_loss: 0.0313667 | Time: 1448.54 ms [2020-12-18 07:51:45 main:581] : INFO : Epoch 1889 | loss: 0.0309975 | val_loss: 0.0313344 | Time: 1412.63 ms [2020-12-18 07:51:46 main:581] : INFO : Epoch 1890 | loss: 0.0309886 | val_loss: 0.0313512 | Time: 1472 ms [2020-12-18 07:51:48 main:581] : INFO : Epoch 1891 | loss: 0.0309854 | val_loss: 0.0313437 | Time: 1472.76 ms [2020-12-18 07:51:49 main:581] : INFO : Epoch 1892 | loss: 0.0309883 | val_loss: 0.0313584 | Time: 1465.7 ms [2020-12-18 07:51:51 main:581] : INFO : Epoch 1893 | loss: 0.0309892 | val_loss: 0.0313649 | Time: 1440.61 ms [2020-12-18 07:51:52 main:581] : INFO : Epoch 1894 | loss: 0.0309953 | val_loss: 0.0313161 | Time: 1445.73 ms [2020-12-18 07:51:54 main:581] : INFO : Epoch 1895 | loss: 0.030993 | val_loss: 0.0313387 | Time: 1483.22 ms [2020-12-18 07:51:55 main:581] : INFO : Epoch 1896 | loss: 0.0309886 | val_loss: 0.0313641 | Time: 1450.53 ms [2020-12-18 07:51:57 main:581] : INFO : Epoch 1897 | loss: 0.0309879 | val_loss: 0.0313243 | Time: 1466.86 ms [2020-12-18 07:51:58 main:581] : INFO : Epoch 1898 | loss: 0.0309917 | val_loss: 0.0313495 | Time: 1450.24 ms [2020-12-18 07:52:00 main:581] : INFO : Epoch 1899 | loss: 0.0309817 | val_loss: 0.0313505 | Time: 1459.42 ms [2020-12-18 07:52:01 main:581] : INFO : Epoch 1900 | loss: 0.0309809 | val_loss: 0.0313142 | Time: 1483.92 ms [2020-12-18 07:52:03 main:581] : INFO : Epoch 1901 | loss: 0.0309883 | val_loss: 0.0313459 | Time: 1471.02 ms [2020-12-18 07:52:04 main:581] : INFO : Epoch 1902 | loss: 0.0309897 | val_loss: 0.0313491 | Time: 1473.12 ms [2020-12-18 07:52:05 main:581] : INFO : Epoch 1903 | loss: 0.0309851 | val_loss: 0.0313405 | Time: 1439.38 ms [2020-12-18 07:52:07 main:581] : INFO : Epoch 1904 | loss: 0.0309841 | val_loss: 0.0313267 | Time: 1450.06 ms [2020-12-18 07:52:08 main:581] : INFO : Epoch 1905 | loss: 0.0309959 | val_loss: 0.031344 | Time: 1460.77 ms [2020-12-18 07:52:10 main:581] : INFO : Epoch 1906 | loss: 0.0309879 | val_loss: 0.0313395 | Time: 1469.78 ms [2020-12-18 07:52:11 main:581] : INFO : Epoch 1907 | loss: 0.0309889 | val_loss: 0.0313401 | Time: 1464.29 ms [2020-12-18 07:52:13 main:581] : INFO : Epoch 1908 | loss: 0.0310014 | val_loss: 0.031358 | Time: 1465.77 ms [2020-12-18 07:52:14 main:581] : INFO : Epoch 1909 | loss: 0.0309919 | val_loss: 0.0313507 | Time: 1445.61 ms [2020-12-18 07:52:16 main:581] : INFO : Epoch 1910 | loss: 0.0309912 | val_loss: 0.0313853 | Time: 1444.03 ms [2020-12-18 07:52:17 main:581] : INFO : Epoch 1911 | loss: 0.0309897 | val_loss: 0.0313099 | Time: 1459.62 ms [2020-12-18 07:52:19 main:581] : INFO : Epoch 1912 | loss: 0.030996 | val_loss: 0.0313261 | Time: 1460.79 ms [2020-12-18 07:52:20 main:581] : INFO : Epoch 1913 | loss: 0.0309903 | val_loss: 0.0313522 | Time: 1476.55 ms [2020-12-18 07:52:21 main:581] : INFO : Epoch 1914 | loss: 0.0309849 | val_loss: 0.0313568 | Time: 1421.97 ms [2020-12-18 07:52:23 main:581] : INFO : Epoch 1915 | loss: 0.0309912 | val_loss: 0.0313384 | Time: 1435.07 ms [2020-12-18 07:52:24 main:581] : INFO : Epoch 1916 | loss: 0.0309902 | val_loss: 0.0313204 | Time: 1425.79 ms [2020-12-18 07:52:26 main:581] : INFO : Epoch 1917 | loss: 0.030988 | val_loss: 0.0313318 | Time: 1414.49 ms [2020-12-18 07:52:27 main:581] : INFO : Epoch 1918 | loss: 0.0309869 | val_loss: 0.0313197 | Time: 1424.46 ms [2020-12-18 07:52:29 main:581] : INFO : Epoch 1919 | loss: 0.0309881 | val_loss: 0.0313129 | Time: 1460.72 ms [2020-12-18 07:52:30 main:581] : INFO : Epoch 1920 | loss: 0.0309965 | val_loss: 0.0312913 | Time: 1447.01 ms [2020-12-18 07:52:32 main:581] : INFO : Epoch 1921 | loss: 0.0309931 | val_loss: 0.0313614 | Time: 1452.23 ms [2020-12-18 07:52:33 main:581] : INFO : Epoch 1922 | loss: 0.0309907 | val_loss: 0.031317 | Time: 1474.68 ms [2020-12-18 07:52:34 main:581] : INFO : Epoch 1923 | loss: 0.0309937 | val_loss: 0.031348 | Time: 1465.69 ms [2020-12-18 07:52:36 main:581] : INFO : Epoch 1924 | loss: 0.0309883 | val_loss: 0.0313355 | Time: 1477.71 ms [2020-12-18 07:52:37 main:581] : INFO : Epoch 1925 | loss: 0.0309847 | val_loss: 0.0313291 | Time: 1443.3 ms [2020-12-18 07:52:39 main:581] : INFO : Epoch 1926 | loss: 0.0309894 | val_loss: 0.0313215 | Time: 1475.8 ms [2020-12-18 07:52:40 main:581] : INFO : Epoch 1927 | loss: 0.0309912 | val_loss: 0.0313838 | Time: 1467.16 ms [2020-12-18 07:52:42 main:581] : INFO : Epoch 1928 | loss: 0.0309843 | val_loss: 0.0313119 | Time: 1488.82 ms [2020-12-18 07:52:43 main:581] : INFO : Epoch 1929 | loss: 0.0309945 | val_loss: 0.0313561 | Time: 1443.26 ms [2020-12-18 07:52:45 main:581] : INFO : Epoch 1930 | loss: 0.0310001 | val_loss: 0.0313452 | Time: 1435.21 ms [2020-12-18 07:52:46 main:581] : INFO : Epoch 1931 | loss: 0.0309996 | val_loss: 0.0313462 | Time: 1437.63 ms [2020-12-18 07:52:48 main:581] : INFO : Epoch 1932 | loss: 0.0309925 | val_loss: 0.0313487 | Time: 1434.91 ms [2020-12-18 07:52:49 main:581] : INFO : Epoch 1933 | loss: 0.0309879 | val_loss: 0.0313319 | Time: 1436.98 ms [2020-12-18 07:52:50 main:581] : INFO : Epoch 1934 | loss: 0.0309873 | val_loss: 0.031334 | Time: 1430.7 ms [2020-12-18 07:52:52 main:581] : INFO : Epoch 1935 | loss: 0.0309987 | val_loss: 0.0313396 | Time: 1440.53 ms [2020-12-18 07:52:53 main:581] : INFO : Epoch 1936 | loss: 0.0309872 | val_loss: 0.0313269 | Time: 1470.41 ms [2020-12-18 07:52:55 main:581] : INFO : Epoch 1937 | loss: 0.0309852 | val_loss: 0.0313431 | Time: 1435.26 ms [2020-12-18 07:52:56 main:581] : INFO : Epoch 1938 | loss: 0.0309961 | val_loss: 0.0313519 | Time: 1454.18 ms [2020-12-18 07:52:58 main:581] : INFO : Epoch 1939 | loss: 0.0309964 | val_loss: 0.031322 | Time: 1471.54 ms [2020-12-18 07:52:59 main:581] : INFO : Epoch 1940 | loss: 0.0309882 | val_loss: 0.0313262 | Time: 1469.05 ms [2020-12-18 07:53:01 main:581] : INFO : Epoch 1941 | loss: 0.0309894 | val_loss: 0.0313367 | Time: 1441.75 ms [2020-12-18 07:53:02 main:581] : INFO : Epoch 1942 | loss: 0.0309854 | val_loss: 0.0313593 | Time: 1464.81 ms [2020-12-18 07:53:04 main:581] : INFO : Epoch 1943 | loss: 0.0309863 | val_loss: 0.0313074 | Time: 1459.04 ms [2020-12-18 07:53:05 main:581] : INFO : Epoch 1944 | loss: 0.0309972 | val_loss: 0.0313301 | Time: 1441.54 ms [2020-12-18 07:53:06 main:581] : INFO : Epoch 1945 | loss: 0.030994 | val_loss: 0.0313299 | Time: 1459.38 ms [2020-12-18 07:53:08 main:581] : INFO : Epoch 1946 | loss: 0.0309912 | val_loss: 0.0313196 | Time: 1477.02 ms [2020-12-18 07:53:09 main:581] : INFO : Epoch 1947 | loss: 0.0309865 | val_loss: 0.0313312 | Time: 1466.64 ms [2020-12-18 07:53:11 main:581] : INFO : Epoch 1948 | loss: 0.0309954 | val_loss: 0.0313153 | Time: 1454.79 ms [2020-12-18 07:53:12 main:581] : INFO : Epoch 1949 | loss: 0.0309958 | val_loss: 0.0313277 | Time: 1492.02 ms [2020-12-18 07:53:14 main:581] : INFO : Epoch 1950 | loss: 0.0309891 | val_loss: 0.0313745 | Time: 1487.71 ms [2020-12-18 07:53:15 main:581] : INFO : Epoch 1951 | loss: 0.0309906 | val_loss: 0.0313339 | Time: 1434.91 ms [2020-12-18 07:53:17 main:581] : INFO : Epoch 1952 | loss: 0.0309954 | val_loss: 0.0313133 | Time: 1476.5 ms [2020-12-18 07:53:18 main:581] : INFO : Epoch 1953 | loss: 0.0309913 | val_loss: 0.0313048 | Time: 1475.56 ms [2020-12-18 07:53:20 main:581] : INFO : Epoch 1954 | loss: 0.0309869 | val_loss: 0.0313593 | Time: 1466.98 ms [2020-12-18 07:53:21 main:581] : INFO : Epoch 1955 | loss: 0.0309854 | val_loss: 0.0313319 | Time: 1486.44 ms [2020-12-18 07:53:23 main:581] : INFO : Epoch 1956 | loss: 0.030991 | val_loss: 0.0313273 | Time: 1456.55 ms [2020-12-18 07:53:24 main:581] : INFO : Epoch 1957 | loss: 0.030986 | val_loss: 0.0312968 | Time: 1472.97 ms [2020-12-18 07:53:26 main:581] : INFO : Epoch 1958 | loss: 0.0309842 | val_loss: 0.0313526 | Time: 1495.16 ms [2020-12-18 07:53:27 main:581] : INFO : Epoch 1959 | loss: 0.030983 | val_loss: 0.0313504 | Time: 1447.25 ms [2020-12-18 07:53:28 main:581] : INFO : Epoch 1960 | loss: 0.0309803 | val_loss: 0.0313356 | Time: 1460.05 ms [2020-12-18 07:53:30 main:581] : INFO : Epoch 1961 | loss: 0.0309854 | val_loss: 0.0313272 | Time: 1413.7 ms [2020-12-18 07:53:31 main:581] : INFO : Epoch 1962 | loss: 0.0309932 | val_loss: 0.0313024 | Time: 1444.15 ms [2020-12-18 07:53:33 main:581] : INFO : Epoch 1963 | loss: 0.0310057 | val_loss: 0.0313399 | Time: 1455.68 ms [2020-12-18 07:53:34 main:581] : INFO : Epoch 1964 | loss: 0.0309919 | val_loss: 0.0313323 | Time: 1475.94 ms [2020-12-18 07:53:36 main:581] : INFO : Epoch 1965 | loss: 0.0309895 | val_loss: 0.0313557 | Time: 1464.5 ms [2020-12-18 07:53:37 main:581] : INFO : Epoch 1966 | loss: 0.030985 | val_loss: 0.0313294 | Time: 1452.02 ms [2020-12-18 07:53:39 main:581] : INFO : Epoch 1967 | loss: 0.0309889 | val_loss: 0.031327 | Time: 1442.41 ms [2020-12-18 07:53:40 main:581] : INFO : Epoch 1968 | loss: 0.0309936 | val_loss: 0.0313552 | Time: 1418.54 ms [2020-12-18 07:53:41 main:581] : INFO : Epoch 1969 | loss: 0.0309995 | val_loss: 0.0313522 | Time: 1443.2 ms [2020-12-18 07:53:43 main:581] : INFO : Epoch 1970 | loss: 0.0309897 | val_loss: 0.0313461 | Time: 1421.05 ms [2020-12-18 07:53:44 main:581] : INFO : Epoch 1971 | loss: 0.0309906 | val_loss: 0.0313388 | Time: 1460.01 ms [2020-12-18 07:53:46 main:581] : INFO : Epoch 1972 | loss: 0.0309874 | val_loss: 0.0313372 | Time: 1433.65 ms [2020-12-18 07:53:47 main:581] : INFO : Epoch 1973 | loss: 0.0309896 | val_loss: 0.0313216 | Time: 1457.24 ms [2020-12-18 07:53:49 main:581] : INFO : Epoch 1974 | loss: 0.030997 | val_loss: 0.0313205 | Time: 1450.07 ms [2020-12-18 07:53:50 main:581] : INFO : Epoch 1975 | loss: 0.0309904 | val_loss: 0.0313567 | Time: 1477.45 ms [2020-12-18 07:53:52 main:581] : INFO : Epoch 1976 | loss: 0.0309928 | val_loss: 0.031345 | Time: 1478.32 ms [2020-12-18 07:53:53 main:581] : INFO : Epoch 1977 | loss: 0.0309884 | val_loss: 0.0312996 | Time: 1458.86 ms [2020-12-18 07:53:55 main:581] : INFO : Epoch 1978 | loss: 0.0310036 | val_loss: 0.0313268 | Time: 1457.82 ms [2020-12-18 07:53:56 main:581] : INFO : Epoch 1979 | loss: 0.0309928 | val_loss: 0.0313593 | Time: 1537.92 ms [2020-12-18 07:53:58 main:581] : INFO : Epoch 1980 | loss: 0.0309971 | val_loss: 0.0313226 | Time: 1478.99 ms [2020-12-18 07:53:59 main:581] : INFO : Epoch 1981 | loss: 0.0309964 | val_loss: 0.0313427 | Time: 1448.57 ms [2020-12-18 07:54:01 main:581] : INFO : Epoch 1982 | loss: 0.0309945 | val_loss: 0.031349 | Time: 1454.33 ms [2020-12-18 07:54:02 main:581] : INFO : Epoch 1983 | loss: 0.0309875 | val_loss: 0.031353 | Time: 1445.6 ms [2020-12-18 07:54:03 main:581] : INFO : Epoch 1984 | loss: 0.0309946 | val_loss: 0.0313202 | Time: 1461.67 ms [2020-12-18 07:54:05 main:581] : INFO : Epoch 1985 | loss: 0.0309916 | val_loss: 0.0313268 | Time: 1448.18 ms [2020-12-18 07:54:06 main:581] : INFO : Epoch 1986 | loss: 0.0309992 | val_loss: 0.0312972 | Time: 1439 ms [2020-12-18 07:54:08 main:581] : INFO : Epoch 1987 | loss: 0.0309955 | val_loss: 0.0313443 | Time: 1429.36 ms [2020-12-18 07:54:09 main:581] : INFO : Epoch 1988 | loss: 0.0309885 | val_loss: 0.031332 | Time: 1421.92 ms [2020-12-18 07:54:11 main:581] : INFO : Epoch 1989 | loss: 0.0310032 | val_loss: 0.0313367 | Time: 1455.57 ms [2020-12-18 07:54:12 main:581] : INFO : Epoch 1990 | loss: 0.0310009 | val_loss: 0.0313473 | Time: 1471.17 ms [2020-12-18 07:54:14 main:581] : INFO : Epoch 1991 | loss: 0.0309834 | val_loss: 0.0313506 | Time: 1473.83 ms [2020-12-18 07:54:15 main:581] : INFO : Epoch 1992 | loss: 0.0309921 | val_loss: 0.0313296 | Time: 1472.98 ms [2020-12-18 07:54:17 main:581] : INFO : Epoch 1993 | loss: 0.0309904 | val_loss: 0.0313519 | Time: 1471.46 ms [2020-12-18 07:54:18 main:581] : INFO : Epoch 1994 | loss: 0.0309975 | val_loss: 0.0313268 | Time: 1448.66 ms [2020-12-18 07:54:19 main:581] : INFO : Epoch 1995 | loss: 0.0309879 | val_loss: 0.0313494 | Time: 1461.3 ms [2020-12-18 07:54:21 main:581] : INFO : Epoch 1996 | loss: 0.0309818 | val_loss: 0.0313591 | Time: 1428.56 ms [2020-12-18 07:54:22 main:581] : INFO : Epoch 1997 | loss: 0.0309837 | val_loss: 0.0313674 | Time: 1444.64 ms [2020-12-18 07:54:24 main:581] : INFO : Epoch 1998 | loss: 0.0309843 | val_loss: 0.0313462 | Time: 1453.85 ms [2020-12-18 07:54:25 main:581] : INFO : Epoch 1999 | loss: 0.0309811 | val_loss: 0.0313516 | Time: 1446.79 ms [2020-12-18 07:54:27 main:581] : INFO : Epoch 2000 | loss: 0.0309839 | val_loss: 0.0313346 | Time: 1454.98 ms [2020-12-18 07:54:28 main:581] : INFO : Epoch 2001 | loss: 0.0309848 | val_loss: 0.0313598 | Time: 1439.5 ms [2020-12-18 07:54:30 main:581] : INFO : Epoch 2002 | loss: 0.0309841 | val_loss: 0.0313475 | Time: 1461.42 ms [2020-12-18 07:54:31 main:581] : INFO : Epoch 2003 | loss: 0.0309886 | val_loss: 0.0313065 | Time: 1433 ms [2020-12-18 07:54:32 main:581] : INFO : Epoch 2004 | loss: 0.0309927 | val_loss: 0.0313588 | Time: 1452.33 ms [2020-12-18 07:54:34 main:581] : INFO : Epoch 2005 | loss: 0.0309905 | val_loss: 0.0313586 | Time: 1446.92 ms [2020-12-18 07:54:35 main:581] : INFO : Epoch 2006 | loss: 0.0309913 | val_loss: 0.0313177 | Time: 1479.08 ms [2020-12-18 07:54:37 main:581] : INFO : Epoch 2007 | loss: 0.0309878 | val_loss: 0.0313588 | Time: 1465.95 ms [2020-12-18 07:54:38 main:581] : INFO : Epoch 2008 | loss: 0.0309923 | val_loss: 0.0313306 | Time: 1446.08 ms [2020-12-18 07:54:40 main:581] : INFO : Epoch 2009 | loss: 0.0309863 | val_loss: 0.0313342 | Time: 1459.22 ms [2020-12-18 07:54:41 main:581] : INFO : Epoch 2010 | loss: 0.0309881 | val_loss: 0.0313348 | Time: 1461.46 ms [2020-12-18 07:54:43 main:581] : INFO : Epoch 2011 | loss: 0.0309801 | val_loss: 0.0313446 | Time: 1453.29 ms [2020-12-18 07:54:44 main:581] : INFO : Epoch 2012 | loss: 0.0309874 | val_loss: 0.0313521 | Time: 1451.11 ms [2020-12-18 07:54:46 main:581] : INFO : Epoch 2013 | loss: 0.0309818 | val_loss: 0.0313797 | Time: 1487.18 ms [2020-12-18 07:54:47 main:581] : INFO : Epoch 2014 | loss: 0.0309814 | val_loss: 0.0313273 | Time: 1446.03 ms [2020-12-18 07:54:48 main:581] : INFO : Epoch 2015 | loss: 0.0309887 | val_loss: 0.0313321 | Time: 1441.27 ms [2020-12-18 07:54:50 main:581] : INFO : Epoch 2016 | loss: 0.0309898 | val_loss: 0.0313473 | Time: 1448.73 ms [2020-12-18 07:54:51 main:581] : INFO : Epoch 2017 | loss: 0.0309961 | val_loss: 0.0313235 | Time: 1426.11 ms [2020-12-18 07:54:53 main:581] : INFO : Epoch 2018 | loss: 0.0309933 | val_loss: 0.0313142 | Time: 1473.34 ms [2020-12-18 07:54:54 main:581] : INFO : Epoch 2019 | loss: 0.0309954 | val_loss: 0.0313256 | Time: 1478.24 ms [2020-12-18 07:54:56 main:581] : INFO : Epoch 2020 | loss: 0.0310033 | val_loss: 0.0313436 | Time: 1401.94 ms [2020-12-18 07:54:57 main:581] : INFO : Epoch 2021 | loss: 0.0309908 | val_loss: 0.031346 | Time: 1444.43 ms [2020-12-18 07:54:59 main:581] : INFO : Epoch 2022 | loss: 0.0309866 | val_loss: 0.0313347 | Time: 1443.35 ms [2020-12-18 07:55:00 main:581] : INFO : Epoch 2023 | loss: 0.0309877 | val_loss: 0.0313337 | Time: 1438.55 ms [2020-12-18 07:55:01 main:581] : INFO : Epoch 2024 | loss: 0.0309893 | val_loss: 0.031356 | Time: 1464.43 ms [2020-12-18 07:55:03 main:581] : INFO : Epoch 2025 | loss: 0.0309971 | val_loss: 0.0313203 | Time: 1465.73 ms [2020-12-18 07:55:04 main:581] : INFO : Epoch 2026 | loss: 0.0309943 | val_loss: 0.0312852 | Time: 1416.04 ms [2020-12-18 07:55:06 main:581] : INFO : Epoch 2027 | loss: 0.0309919 | val_loss: 0.031342 | Time: 1458.69 ms [2020-12-18 07:55:07 main:581] : INFO : Epoch 2028 | loss: 0.030989 | val_loss: 0.0313271 | Time: 1453.53 ms [2020-12-18 07:55:09 main:581] : INFO : Epoch 2029 | loss: 0.0309901 | val_loss: 0.0313148 | Time: 1483.54 ms [2020-12-18 07:55:10 main:581] : INFO : Epoch 2030 | loss: 0.0309898 | val_loss: 0.0313156 | Time: 1459 ms [2020-12-18 07:55:12 main:581] : INFO : Epoch 2031 | loss: 0.0309982 | val_loss: 0.0313264 | Time: 1525.87 ms [2020-12-18 07:55:13 main:581] : INFO : Epoch 2032 | loss: 0.0309874 | val_loss: 0.0313225 | Time: 1495.38 ms [2020-12-18 07:55:15 main:581] : INFO : Epoch 2033 | loss: 0.0309926 | val_loss: 0.0313444 | Time: 1510.9 ms [2020-12-18 07:55:16 main:581] : INFO : Epoch 2034 | loss: 0.0309926 | val_loss: 0.0313428 | Time: 1458.57 ms [2020-12-18 07:55:18 main:581] : INFO : Epoch 2035 | loss: 0.0309838 | val_loss: 0.0313301 | Time: 1479.69 ms [2020-12-18 07:55:19 main:581] : INFO : Epoch 2036 | loss: 0.0309847 | val_loss: 0.0313578 | Time: 1458.24 ms [2020-12-18 07:55:21 main:581] : INFO : Epoch 2037 | loss: 0.0309904 | val_loss: 0.0313275 | Time: 1460.6 ms [2020-12-18 07:55:22 main:581] : INFO : Epoch 2038 | loss: 0.0309912 | val_loss: 0.0313494 | Time: 1464.71 ms [2020-12-18 07:55:24 main:581] : INFO : Epoch 2039 | loss: 0.0309906 | val_loss: 0.0312929 | Time: 1515.87 ms [2020-12-18 07:55:25 main:581] : INFO : Epoch 2040 | loss: 0.0310025 | val_loss: 0.0313429 | Time: 1451.1 ms [2020-12-18 07:55:27 main:581] : INFO : Epoch 2041 | loss: 0.030995 | val_loss: 0.0313308 | Time: 1457.8 ms [2020-12-18 07:55:28 main:581] : INFO : Epoch 2042 | loss: 0.0309842 | val_loss: 0.0313357 | Time: 1482.82 ms [2020-12-18 07:55:29 main:581] : INFO : Epoch 2043 | loss: 0.0309881 | val_loss: 0.0313577 | Time: 1472.58 ms [2020-12-18 07:55:31 main:581] : INFO : Epoch 2044 | loss: 0.0309856 | val_loss: 0.0313382 | Time: 1477.62 ms [2020-12-18 07:55:32 main:581] : INFO : Epoch 2045 | loss: 0.0309864 | val_loss: 0.0313474 | Time: 1434.65 ms [2020-12-18 07:55:34 main:581] : INFO : Epoch 2046 | loss: 0.0309878 | val_loss: 0.0313396 | Time: 1456.57 ms [2020-12-18 07:55:35 main:581] : INFO : Epoch 2047 | loss: 0.0309947 | val_loss: 0.0313188 | Time: 1429.84 ms [2020-12-18 07:55:37 main:581] : INFO : Epoch 2048 | loss: 0.0309954 | val_loss: 0.0313161 | Time: 1422.85 ms [2020-12-18 07:55:37 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0313161 [2020-12-18 07:55:37 main:610] : INFO : Saving end state to config to file [2020-12-18 07:55:37 main:615] : INFO : Success, exiting.. 07:55:37 (3316266): 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)