Task 3317260
| Name | ParityModified-1608176190-10907-0_0 |
| Workunit | 1584203 |
| Created | 17 Dec 2020, 3:36:34 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 26 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 9:22:08 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 50 min 3 sec |
| CPU time | 49 min 58 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> 9 main:581] : INFO : Epoch 1538 | loss: 0.0309936 | val_loss: 0.0313353 | Time: 1493.05 ms [2020-12-18 03:59:31 main:581] : INFO : Epoch 1539 | loss: 0.0309904 | val_loss: 0.0313188 | Time: 1453.8 ms [2020-12-18 03:59:32 main:581] : INFO : Epoch 1540 | loss: 0.0309827 | val_loss: 0.0313111 | Time: 1467.54 ms [2020-12-18 03:59:34 main:581] : INFO : Epoch 1541 | loss: 0.0309859 | val_loss: 0.0313678 | Time: 1481.42 ms [2020-12-18 03:59:35 main:581] : INFO : Epoch 1542 | loss: 0.0309922 | val_loss: 0.0313205 | Time: 1458.32 ms [2020-12-18 03:59:37 main:581] : INFO : Epoch 1543 | loss: 0.0309897 | val_loss: 0.031357 | Time: 1493.19 ms [2020-12-18 03:59:38 main:581] : INFO : Epoch 1544 | loss: 0.0309863 | val_loss: 0.0313624 | Time: 1483.78 ms [2020-12-18 03:59:40 main:581] : INFO : Epoch 1545 | loss: 0.0309878 | val_loss: 0.0313412 | Time: 1470.24 ms [2020-12-18 03:59:41 main:581] : INFO : Epoch 1546 | loss: 0.0309886 | val_loss: 0.0313101 | Time: 1477.38 ms [2020-12-18 03:59:43 main:581] : INFO : Epoch 1547 | loss: 0.0309921 | val_loss: 0.0313267 | Time: 1511.16 ms [2020-12-18 03:59:44 main:581] : INFO : Epoch 1548 | loss: 0.0309894 | val_loss: 0.0313305 | Time: 1475.03 ms [2020-12-18 03:59:46 main:581] : INFO : Epoch 1549 | loss: 0.0309832 | val_loss: 0.0313672 | Time: 1489.92 ms [2020-12-18 03:59:47 main:581] : INFO : Epoch 1550 | loss: 0.0309918 | val_loss: 0.0313013 | Time: 1452.26 ms [2020-12-18 03:59:48 main:581] : INFO : Epoch 1551 | loss: 0.0310161 | val_loss: 0.0312563 | Time: 1461.02 ms [2020-12-18 03:59:50 main:581] : INFO : Epoch 1552 | loss: 0.0310168 | val_loss: 0.0312916 | Time: 1467.37 ms [2020-12-18 03:59:51 main:581] : INFO : Epoch 1553 | loss: 0.0309932 | val_loss: 0.0313342 | Time: 1452.81 ms [2020-12-18 03:59:53 main:581] : INFO : Epoch 1554 | loss: 0.0309848 | val_loss: 0.0313285 | Time: 1465.07 ms [2020-12-18 03:59:54 main:581] : INFO : Epoch 1555 | loss: 0.0309789 | val_loss: 0.0313464 | Time: 1466.9 ms [2020-12-18 03:59:56 main:581] : INFO : Epoch 1556 | loss: 0.0309841 | val_loss: 0.0313464 | Time: 1465.13 ms [2020-12-18 03:59:57 main:581] : INFO : Epoch 1557 | loss: 0.0309818 | val_loss: 0.0313004 | Time: 1452.16 ms [2020-12-18 03:59:59 main:581] : INFO : Epoch 1558 | loss: 0.0310014 | val_loss: 0.0313667 | Time: 1477.85 ms [2020-12-18 04:00:00 main:581] : INFO : Epoch 1559 | loss: 0.0309899 | val_loss: 0.0313301 | Time: 1439.06 ms [2020-12-18 04:00:02 main:581] : INFO : Epoch 1560 | loss: 0.0309854 | val_loss: 0.0313627 | Time: 1450.86 ms [2020-12-18 04:00:03 main:581] : INFO : Epoch 1561 | loss: 0.0309789 | val_loss: 0.0313191 | Time: 1466.95 ms [2020-12-18 04:00:04 main:581] : INFO : Epoch 1562 | loss: 0.0309836 | val_loss: 0.0313451 | Time: 1435.76 ms [2020-12-18 04:00:06 main:581] : INFO : Epoch 1563 | loss: 0.0309829 | val_loss: 0.0313513 | Time: 1460.12 ms [2020-12-18 04:00:07 main:581] : INFO : Epoch 1564 | loss: 0.0309799 | val_loss: 0.0313557 | Time: 1449.53 ms [2020-12-18 04:00:09 main:581] : INFO : Epoch 1565 | loss: 0.0309784 | val_loss: 0.0313168 | Time: 1484.15 ms [2020-12-18 04:00:10 main:581] : INFO : Epoch 1566 | loss: 0.0309795 | val_loss: 0.0313493 | Time: 1468.7 ms [2020-12-18 04:00:12 main:581] : INFO : Epoch 1567 | loss: 0.0309836 | val_loss: 0.0313361 | Time: 1491.73 ms [2020-12-18 04:00:13 main:581] : INFO : Epoch 1568 | loss: 0.0309896 | val_loss: 0.0313378 | Time: 1469.07 ms [2020-12-18 04:00:15 main:581] : INFO : Epoch 1569 | loss: 0.0309935 | val_loss: 0.0312745 | Time: 1466.63 ms [2020-12-18 04:00:16 main:581] : INFO : Epoch 1570 | loss: 0.0310003 | val_loss: 0.0313185 | Time: 1467.59 ms [2020-12-18 04:00:18 main:581] : INFO : Epoch 1571 | loss: 0.0309972 | val_loss: 0.0313299 | Time: 1456.63 ms [2020-12-18 04:00:19 main:581] : INFO : Epoch 1572 | loss: 0.0309891 | val_loss: 0.0313514 | Time: 1461.72 ms [2020-12-18 04:00:21 main:581] : INFO : Epoch 1573 | loss: 0.0309798 | val_loss: 0.0313654 | Time: 1426.03 ms [2020-12-18 04:00:22 main:581] : INFO : Epoch 1574 | loss: 0.0309858 | val_loss: 0.0312853 | Time: 1446.82 ms [2020-12-18 04:00:23 main:581] : INFO : Epoch 1575 | loss: 0.0309804 | val_loss: 0.0313053 | Time: 1450.65 ms [2020-12-18 04:00:25 main:581] : INFO : Epoch 1576 | loss: 0.0309849 | val_loss: 0.031328 | Time: 1474.6 ms [2020-12-18 04:00:26 main:581] : INFO : Epoch 1577 | loss: 0.0309852 | val_loss: 0.0313278 | Time: 1466.49 ms [2020-12-18 04:00:28 main:581] : INFO : Epoch 1578 | loss: 0.0309988 | val_loss: 0.0313439 | Time: 1467.59 ms [2020-12-18 04:00:29 main:581] : INFO : Epoch 1579 | loss: 0.0309876 | val_loss: 0.0313291 | Time: 1448.51 ms [2020-12-18 04:00:31 main:581] : INFO : Epoch 1580 | loss: 0.0309963 | val_loss: 0.0313607 | Time: 1488.66 ms [2020-12-18 04:00:32 main:581] : INFO : Epoch 1581 | loss: 0.0309909 | val_loss: 0.0312971 | Time: 1516.76 ms [2020-12-18 04:00:34 main:581] : INFO : Epoch 1582 | loss: 0.0309939 | val_loss: 0.031312 | Time: 1471.67 ms [2020-12-18 04:00:35 main:581] : INFO : Epoch 1583 | loss: 0.0309974 | val_loss: 0.0313427 | Time: 1483.82 ms [2020-12-18 04:00:37 main:581] : INFO : Epoch 1584 | loss: 0.0309951 | val_loss: 0.0312984 | Time: 1467.84 ms [2020-12-18 04:00:38 main:581] : INFO : Epoch 1585 | loss: 0.0309931 | val_loss: 0.0313405 | Time: 1473.13 ms [2020-12-18 04:00:40 main:581] : INFO : Epoch 1586 | loss: 0.0309873 | val_loss: 0.031328 | Time: 1494.16 ms [2020-12-18 04:00:41 main:581] : INFO : Epoch 1587 | loss: 0.0309887 | val_loss: 0.0313371 | Time: 1463.8 ms [2020-12-18 04:00:43 main:581] : INFO : Epoch 1588 | loss: 0.0309878 | val_loss: 0.0313163 | Time: 1449.76 ms [2020-12-18 04:00:44 main:581] : INFO : Epoch 1589 | loss: 0.0309855 | val_loss: 0.0313536 | Time: 1433.82 ms [2020-12-18 04:00:46 main:581] : INFO : Epoch 1590 | loss: 0.0310019 | val_loss: 0.0312981 | Time: 1440.25 ms [2020-12-18 04:00:47 main:581] : INFO : Epoch 1591 | loss: 0.0309891 | val_loss: 0.0313078 | Time: 1443.2 ms [2020-12-18 04:00:48 main:581] : INFO : Epoch 1592 | loss: 0.0309787 | val_loss: 0.0313504 | Time: 1447 ms [2020-12-18 04:00:50 main:581] : INFO : Epoch 1593 | loss: 0.0309893 | val_loss: 0.03132 | Time: 1461.14 ms [2020-12-18 04:00:51 main:581] : INFO : Epoch 1594 | loss: 0.0309838 | val_loss: 0.0313395 | Time: 1479.58 ms [2020-12-18 04:00:53 main:581] : INFO : Epoch 1595 | loss: 0.0309827 | val_loss: 0.0313274 | Time: 1451.67 ms [2020-12-18 04:00:54 main:581] : INFO : Epoch 1596 | loss: 0.0309781 | val_loss: 0.0313321 | Time: 1470.46 ms [2020-12-18 04:00:56 main:581] : INFO : Epoch 1597 | loss: 0.0309818 | val_loss: 0.0313054 | Time: 1460.5 ms [2020-12-18 04:00:57 main:581] : INFO : Epoch 1598 | loss: 0.0309841 | val_loss: 0.0313235 | Time: 1465.96 ms [2020-12-18 04:00:59 main:581] : INFO : Epoch 1599 | loss: 0.0309809 | val_loss: 0.031338 | Time: 1435.1 ms [2020-12-18 04:01:00 main:581] : INFO : Epoch 1600 | loss: 0.0309841 | val_loss: 0.0313228 | Time: 1459.08 ms [2020-12-18 04:01:02 main:581] : INFO : Epoch 1601 | loss: 0.0309794 | val_loss: 0.0313131 | Time: 1465.45 ms [2020-12-18 04:01:03 main:581] : INFO : Epoch 1602 | loss: 0.0309797 | val_loss: 0.0313327 | Time: 1453.68 ms [2020-12-18 04:01:04 main:581] : INFO : Epoch 1603 | loss: 0.0309785 | val_loss: 0.0313303 | Time: 1450.83 ms [2020-12-18 04:01:06 main:581] : INFO : Epoch 1604 | loss: 0.0309933 | val_loss: 0.0313404 | Time: 1448.28 ms [2020-12-18 04:01:07 main:581] : INFO : Epoch 1605 | loss: 0.0309858 | val_loss: 0.0313027 | Time: 1477.03 ms [2020-12-18 04:01:09 main:581] : INFO : Epoch 1606 | loss: 0.0309781 | val_loss: 0.0313292 | Time: 1465.1 ms [2020-12-18 04:01:10 main:581] : INFO : Epoch 1607 | loss: 0.0309861 | val_loss: 0.0313158 | Time: 1469.24 ms [2020-12-18 04:01:12 main:581] : INFO : Epoch 1608 | loss: 0.0309764 | val_loss: 0.0313803 | Time: 1474.9 ms [2020-12-18 04:01:13 main:581] : INFO : Epoch 1609 | loss: 0.0309696 | val_loss: 0.0313678 | Time: 1478.54 ms [2020-12-18 04:01:15 main:581] : INFO : Epoch 1610 | loss: 0.0309796 | val_loss: 0.0313189 | Time: 1474.03 ms [2020-12-18 04:01:16 main:581] : INFO : Epoch 1611 | loss: 0.0309812 | val_loss: 0.0313398 | Time: 1446.92 ms [2020-12-18 04:01:18 main:581] : INFO : Epoch 1612 | loss: 0.0309836 | val_loss: 0.0313491 | Time: 1446.69 ms [2020-12-18 04:01:19 main:581] : INFO : Epoch 1613 | loss: 0.030985 | val_loss: 0.0313111 | Time: 1452.01 ms [2020-12-18 04:01:21 main:581] : INFO : Epoch 1614 | loss: 0.030983 | val_loss: 0.0313121 | Time: 1485.08 ms [2020-12-18 04:01:22 main:581] : INFO : Epoch 1615 | loss: 0.0309778 | val_loss: 0.0313268 | Time: 1475.81 ms [2020-12-18 04:01:23 main:581] : INFO : Epoch 1616 | loss: 0.0309888 | val_loss: 0.0313144 | Time: 1447.91 ms [2020-12-18 04:01:25 main:581] : INFO : Epoch 1617 | loss: 0.0309921 | val_loss: 0.031336 | Time: 1452.74 ms [2020-12-18 04:01:26 main:581] : INFO : Epoch 1618 | loss: 0.0310016 | val_loss: 0.0313195 | Time: 1456.56 ms [2020-12-18 04:01:28 main:581] : INFO : Epoch 1619 | loss: 0.0309885 | val_loss: 0.0313121 | Time: 1473.17 ms [2020-12-18 04:01:29 main:581] : INFO : Epoch 1620 | loss: 0.0309766 | val_loss: 0.0313401 | Time: 1492.35 ms [2020-12-18 04:01:31 main:581] : INFO : Epoch 1621 | loss: 0.0309885 | val_loss: 0.0313207 | Time: 1491.7 ms [2020-12-18 04:01:32 main:581] : INFO : Epoch 1622 | loss: 0.030982 | val_loss: 0.0313765 | Time: 1483.25 ms [2020-12-18 04:01:34 main:581] : INFO : Epoch 1623 | loss: 0.030991 | val_loss: 0.0313129 | Time: 1451 ms [2020-12-18 04:01:35 main:581] : INFO : Epoch 1624 | loss: 0.030995 | val_loss: 0.0313022 | Time: 1480.68 ms [2020-12-18 04:01:37 main:581] : INFO : Epoch 1625 | loss: 0.0309837 | val_loss: 0.0313452 | Time: 1454.86 ms [2020-12-18 04:01:38 main:581] : INFO : Epoch 1626 | loss: 0.0310037 | val_loss: 0.0312487 | Time: 1479.53 ms [2020-12-18 04:01:40 main:581] : INFO : Epoch 1627 | loss: 0.0310268 | val_loss: 0.0312906 | Time: 1499.46 ms [2020-12-18 04:01:41 main:581] : INFO : Epoch 1628 | loss: 0.0310033 | val_loss: 0.0313447 | Time: 1470.23 ms [2020-12-18 04:01:43 main:581] : INFO : Epoch 1629 | loss: 0.0309931 | val_loss: 0.0313411 | Time: 1520.39 ms [2020-12-18 04:01:44 main:581] : INFO : Epoch 1630 | loss: 0.030984 | val_loss: 0.0313538 | Time: 1480.63 ms [2020-12-18 04:01:46 main:581] : INFO : Epoch 1631 | loss: 0.0309746 | val_loss: 0.0313258 | Time: 1528.46 ms [2020-12-18 04:01:47 main:581] : INFO : Epoch 1632 | loss: 0.0309921 | val_loss: 0.0312989 | Time: 1516.88 ms [2020-12-18 04:01:49 main:581] : INFO : Epoch 1633 | loss: 0.0309873 | val_loss: 0.0313737 | Time: 1516.76 ms [2020-12-18 04:01:50 main:581] : INFO : Epoch 1634 | loss: 0.0309902 | val_loss: 0.0313284 | Time: 1484.31 ms [2020-12-18 04:01:52 main:581] : INFO : Epoch 1635 | loss: 0.031005 | val_loss: 0.0313173 | Time: 1455.06 ms [2020-12-18 04:01:53 main:581] : INFO : Epoch 1636 | loss: 0.0309814 | val_loss: 0.03134 | Time: 1481.28 ms [2020-12-18 04:01:55 main:581] : INFO : Epoch 1637 | loss: 0.0309814 | val_loss: 0.0313118 | Time: 1564.32 ms [2020-12-18 04:01:56 main:581] : INFO : Epoch 1638 | loss: 0.0309818 | val_loss: 0.0313356 | Time: 1454.96 ms [2020-12-18 04:01:58 main:581] : INFO : Epoch 1639 | loss: 0.0309792 | val_loss: 0.0313562 | Time: 1492.14 ms [2020-12-18 04:01:59 main:581] : INFO : Epoch 1640 | loss: 0.0310248 | val_loss: 0.0312877 | Time: 1460.91 ms [2020-12-18 04:02:01 main:581] : INFO : Epoch 1641 | loss: 0.0310042 | val_loss: 0.0313103 | Time: 1450.84 ms [2020-12-18 04:02:02 main:581] : INFO : Epoch 1642 | loss: 0.0309914 | val_loss: 0.0313293 | Time: 1460.22 ms [2020-12-18 04:02:04 main:581] : INFO : Epoch 1643 | loss: 0.0309796 | val_loss: 0.0313001 | Time: 1481.66 ms [2020-12-18 04:02:05 main:581] : INFO : Epoch 1644 | loss: 0.0309823 | val_loss: 0.0313253 | Time: 1495.33 ms [2020-12-18 04:02:07 main:581] : INFO : Epoch 1645 | loss: 0.0309852 | val_loss: 0.0312977 | Time: 1480.14 ms [2020-12-18 04:02:08 main:581] : INFO : Epoch 1646 | loss: 0.0309802 | val_loss: 0.0313403 | Time: 1482.02 ms [2020-12-18 04:02:09 main:581] : INFO : Epoch 1647 | loss: 0.0309857 | val_loss: 0.0313341 | Time: 1467.58 ms [2020-12-18 04:02:11 main:581] : INFO : Epoch 1648 | loss: 0.0309829 | val_loss: 0.0313246 | Time: 1468.68 ms [2020-12-18 04:02:12 main:581] : INFO : Epoch 1649 | loss: 0.0309929 | val_loss: 0.0313214 | Time: 1488.32 ms [2020-12-18 04:02:14 main:581] : INFO : Epoch 1650 | loss: 0.030981 | val_loss: 0.0313237 | Time: 1496.85 ms [2020-12-18 04:02:15 main:581] : INFO : Epoch 1651 | loss: 0.0309772 | val_loss: 0.0313616 | Time: 1440.72 ms [2020-12-18 04:02:17 main:581] : INFO : Epoch 1652 | loss: 0.030981 | val_loss: 0.0313101 | Time: 1445.2 ms [2020-12-18 04:02:18 main:581] : INFO : Epoch 1653 | loss: 0.0309785 | val_loss: 0.0313115 | Time: 1459.13 ms [2020-12-18 04:02:20 main:581] : INFO : Epoch 1654 | loss: 0.0309845 | val_loss: 0.0313637 | Time: 1449.04 ms [2020-12-18 04:02:21 main:581] : INFO : Epoch 1655 | loss: 0.030987 | val_loss: 0.0313368 | Time: 1434.92 ms [2020-12-18 04:02:23 main:581] : INFO : Epoch 1656 | loss: 0.0309848 | val_loss: 0.0313066 | Time: 1452.4 ms [2020-12-18 04:02:24 main:581] : INFO : Epoch 1657 | loss: 0.0309858 | val_loss: 0.0313128 | Time: 1461.13 ms [2020-12-18 04:02:26 main:581] : INFO : Epoch 1658 | loss: 0.0309999 | val_loss: 0.0313 | Time: 1462.09 ms [2020-12-18 04:02:27 main:581] : INFO : Epoch 1659 | loss: 0.0309977 | val_loss: 0.0312928 | Time: 1452.14 ms [2020-12-18 04:02:29 main:581] : INFO : Epoch 1660 | loss: 0.0309934 | val_loss: 0.0313061 | Time: 1531.49 ms [2020-12-18 04:02:30 main:581] : INFO : Epoch 1661 | loss: 0.0309836 | val_loss: 0.0313488 | Time: 1523.94 ms [2020-12-18 04:02:32 main:581] : INFO : Epoch 1662 | loss: 0.0309978 | val_loss: 0.0313403 | Time: 1508.61 ms [2020-12-18 04:02:33 main:581] : INFO : Epoch 1663 | loss: 0.0310008 | val_loss: 0.0313045 | Time: 1479.27 ms [2020-12-18 04:02:34 main:581] : INFO : Epoch 1664 | loss: 0.0310037 | val_loss: 0.0313183 | Time: 1466.32 ms [2020-12-18 04:02:36 main:581] : INFO : Epoch 1665 | loss: 0.0309937 | val_loss: 0.031314 | Time: 1525.85 ms [2020-12-18 04:02:37 main:581] : INFO : Epoch 1666 | loss: 0.0309959 | val_loss: 0.0313438 | Time: 1489 ms [2020-12-18 04:02:39 main:581] : INFO : Epoch 1667 | loss: 0.0309891 | val_loss: 0.0313338 | Time: 1496.08 ms [2020-12-18 04:02:40 main:581] : INFO : Epoch 1668 | loss: 0.0309773 | val_loss: 0.0313414 | Time: 1478.48 ms [2020-12-18 04:02:42 main:581] : INFO : Epoch 1669 | loss: 0.0309742 | val_loss: 0.0313507 | Time: 1497.58 ms [2020-12-18 04:02:43 main:581] : INFO : Epoch 1670 | loss: 0.0309823 | val_loss: 0.0313223 | Time: 1480.28 ms [2020-12-18 04:02:45 main:581] : INFO : Epoch 1671 | loss: 0.0309818 | val_loss: 0.0313438 | Time: 1452.79 ms [2020-12-18 04:02:46 main:581] : INFO : Epoch 1672 | loss: 0.0309868 | val_loss: 0.0313536 | Time: 1481.24 ms [2020-12-18 04:02:48 main:581] : INFO : Epoch 1673 | loss: 0.0309782 | val_loss: 0.0313402 | Time: 1502.81 ms [2020-12-18 04:02:49 main:581] : INFO : Epoch 1674 | loss: 0.0309791 | val_loss: 0.031306 | Time: 1528.46 ms [2020-12-18 04:02:51 main:581] : INFO : Epoch 1675 | loss: 0.030989 | val_loss: 0.031316 | Time: 1478.88 ms [2020-12-18 04:02:52 main:581] : INFO : Epoch 1676 | loss: 0.0310007 | val_loss: 0.031323 | Time: 1519.06 ms [2020-12-18 04:02:54 main:581] : INFO : Epoch 1677 | loss: 0.0309866 | val_loss: 0.0312878 | Time: 1480.49 ms [2020-12-18 04:02:55 main:581] : INFO : Epoch 1678 | loss: 0.0309837 | val_loss: 0.0313446 | Time: 1489.74 ms [2020-12-18 04:02:57 main:581] : INFO : Epoch 1679 | loss: 0.0309839 | val_loss: 0.0313539 | Time: 1494.76 ms [2020-12-18 04:02:58 main:581] : INFO : Epoch 1680 | loss: 0.030978 | val_loss: 0.0313029 | Time: 1453.96 ms [2020-12-18 04:03:00 main:581] : INFO : Epoch 1681 | loss: 0.030983 | val_loss: 0.0313374 | Time: 1469.64 ms [2020-12-18 04:03:01 main:581] : INFO : Epoch 1682 | loss: 0.0309983 | val_loss: 0.0313477 | Time: 1478.76 ms [2020-12-18 04:03:03 main:581] : INFO : Epoch 1683 | loss: 0.0309903 | val_loss: 0.0314765 | Time: 1480.64 ms [2020-12-18 04:03:04 main:581] : INFO : Epoch 1684 | loss: 0.0316845 | val_loss: 0.0326356 | Time: 1478.79 ms [2020-12-18 04:03:06 main:581] : INFO : Epoch 1685 | loss: 0.0399946 | val_loss: 0.0341342 | Time: 1468.67 ms [2020-12-18 04:03:07 main:581] : INFO : Epoch 1686 | loss: 0.0585588 | val_loss: 0.0366876 | Time: 1474.39 ms [2020-12-18 04:03:09 main:581] : INFO : Epoch 1687 | loss: 0.0344554 | val_loss: 0.0326333 | Time: 1482.13 ms [2020-12-18 04:03:10 main:581] : INFO : Epoch 1688 | loss: 0.0318574 | val_loss: 0.0314469 | Time: 1465.4 ms [2020-12-18 04:03:12 main:581] : INFO : Epoch 1689 | loss: 0.0313635 | val_loss: 0.0313012 | Time: 1491.36 ms [2020-12-18 04:03:13 main:581] : INFO : Epoch 1690 | loss: 0.0312763 | val_loss: 0.0312641 | Time: 1494.07 ms [2020-12-18 04:03:15 main:581] : INFO : Epoch 1691 | loss: 0.0312625 | val_loss: 0.0312591 | Time: 1474.57 ms [2020-12-18 04:03:16 main:581] : INFO : Epoch 1692 | loss: 0.0312586 | val_loss: 0.0312568 | Time: 1481.26 ms [2020-12-18 04:03:18 main:581] : INFO : Epoch 1693 | loss: 0.0312569 | val_loss: 0.0312557 | Time: 1489.69 ms [2020-12-18 04:03:19 main:581] : INFO : Epoch 1694 | loss: 0.031256 | val_loss: 0.031255 | Time: 1479.17 ms [2020-12-18 04:03:21 main:581] : INFO : Epoch 1695 | loss: 0.0312554 | val_loss: 0.0312543 | Time: 1464.22 ms [2020-12-18 04:03:22 main:581] : INFO : Epoch 1696 | loss: 0.0312547 | val_loss: 0.0312539 | Time: 1487.3 ms [2020-12-18 04:03:23 main:581] : INFO : Epoch 1697 | loss: 0.0312543 | val_loss: 0.0312537 | Time: 1492.86 ms [2020-12-18 04:03:25 main:581] : INFO : Epoch 1698 | loss: 0.0312539 | val_loss: 0.0312531 | Time: 1496.59 ms [2020-12-18 04:03:26 main:581] : INFO : Epoch 1699 | loss: 0.0312536 | val_loss: 0.0312529 | Time: 1501.8 ms [2020-12-18 04:03:28 main:581] : INFO : Epoch 1700 | loss: 0.0312533 | val_loss: 0.0312527 | Time: 1499.1 ms [2020-12-18 04:03:29 main:581] : INFO : Epoch 1701 | loss: 0.0312531 | val_loss: 0.0312525 | Time: 1466.89 ms [2020-12-18 04:03:31 main:581] : INFO : Epoch 1702 | loss: 0.0312529 | val_loss: 0.0312523 | Time: 1467.39 ms [2020-12-18 04:03:32 main:581] : INFO : Epoch 1703 | loss: 0.0312528 | val_loss: 0.0312525 | Time: 1470.81 ms [2020-12-18 04:03:34 main:581] : INFO : Epoch 1704 | loss: 0.0312527 | val_loss: 0.031252 | Time: 1457.46 ms [2020-12-18 04:03:35 main:581] : INFO : Epoch 1705 | loss: 0.0312525 | val_loss: 0.031252 | Time: 1480.01 ms [2020-12-18 04:03:37 main:581] : INFO : Epoch 1706 | loss: 0.0312524 | val_loss: 0.0312518 | Time: 1452.52 ms [2020-12-18 04:03:38 main:581] : INFO : Epoch 1707 | loss: 0.0312523 | val_loss: 0.0312519 | Time: 1452.17 ms [2020-12-18 04:03:40 main:581] : INFO : Epoch 1708 | loss: 0.0312523 | val_loss: 0.0312518 | Time: 1472.84 ms [2020-12-18 04:03:41 main:581] : INFO : Epoch 1709 | loss: 0.0312522 | val_loss: 0.0312519 | Time: 1466.74 ms [2020-12-18 04:03:43 main:581] : INFO : Epoch 1710 | loss: 0.0312521 | val_loss: 0.0312522 | Time: 1497.41 ms [2020-12-18 04:03:44 main:581] : INFO : Epoch 1711 | loss: 0.031252 | val_loss: 0.0312516 | Time: 1469.23 ms [2020-12-18 04:03:46 main:581] : INFO : Epoch 1712 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1511.1 ms [2020-12-18 04:03:47 main:581] : INFO : Epoch 1713 | loss: 0.031252 | val_loss: 0.0312517 | Time: 1528.19 ms [2020-12-18 04:03:49 main:581] : INFO : Epoch 1714 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 1491.32 ms [2020-12-18 04:03:50 main:581] : INFO : Epoch 1715 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1480.22 ms [2020-12-18 04:03:52 main:581] : INFO : Epoch 1716 | loss: 0.0312519 | val_loss: 0.0312513 | Time: 1490.95 ms [2020-12-18 04:03:53 main:581] : INFO : Epoch 1717 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 1499.3 ms [2020-12-18 04:03:55 main:581] : INFO : Epoch 1718 | loss: 0.0312517 | val_loss: 0.0312511 | Time: 1497.49 ms [2020-12-18 04:03:56 main:581] : INFO : Epoch 1719 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1458.8 ms [2020-12-18 04:03:58 main:581] : INFO : Epoch 1720 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1482.04 ms [2020-12-18 04:03:59 main:581] : INFO : Epoch 1721 | loss: 0.0312514 | val_loss: 0.031251 | Time: 1465.02 ms [2020-12-18 04:04:01 main:581] : INFO : Epoch 1722 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 1477.57 ms [2020-12-18 04:04:02 main:581] : INFO : Epoch 1723 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1453.28 ms [2020-12-18 04:04:03 main:581] : INFO : Epoch 1724 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1486.63 ms [2020-12-18 04:04:05 main:581] : INFO : Epoch 1725 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1524.91 ms [2020-12-18 04:04:06 main:581] : INFO : Epoch 1726 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1501.52 ms [2020-12-18 04:04:08 main:581] : INFO : Epoch 1727 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1504.27 ms [2020-12-18 04:04:09 main:581] : INFO : Epoch 1728 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1492.87 ms [2020-12-18 04:04:11 main:581] : INFO : Epoch 1729 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1452.76 ms [2020-12-18 04:04:12 main:581] : INFO : Epoch 1730 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1461.17 ms [2020-12-18 04:04:14 main:581] : INFO : Epoch 1731 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1479.9 ms [2020-12-18 04:04:15 main:581] : INFO : Epoch 1732 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1466.12 ms [2020-12-18 04:04:17 main:581] : INFO : Epoch 1733 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1491.84 ms [2020-12-18 04:04:18 main:581] : INFO : Epoch 1734 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1508.55 ms [2020-12-18 04:04:20 main:581] : INFO : Epoch 1735 | loss: 0.0312511 | val_loss: 0.031251 | Time: 1483.59 ms [2020-12-18 04:04:21 main:581] : INFO : Epoch 1736 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1486.34 ms [2020-12-18 04:04:23 main:581] : INFO : Epoch 1737 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1478.54 ms [2020-12-18 04:04:24 main:581] : INFO : Epoch 1738 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1477.53 ms [2020-12-18 04:04:26 main:581] : INFO : Epoch 1739 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1480.79 ms [2020-12-18 04:04:27 main:581] : INFO : Epoch 1740 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1497.06 ms [2020-12-18 04:04:29 main:581] : INFO : Epoch 1741 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1470.86 ms [2020-12-18 04:04:30 main:581] : INFO : Epoch 1742 | loss: 0.031251 | val_loss: 0.0312507 | Time: 1520.07 ms [2020-12-18 04:04:32 main:581] : INFO : Epoch 1743 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1488.59 ms [2020-12-18 04:04:33 main:581] : INFO : Epoch 1744 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1503.98 ms [2020-12-18 04:04:35 main:581] : INFO : Epoch 1745 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1508.46 ms [2020-12-18 04:04:36 main:581] : INFO : Epoch 1746 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1497.57 ms [2020-12-18 04:04:38 main:581] : INFO : Epoch 1747 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1492.01 ms [2020-12-18 04:04:39 main:581] : INFO : Epoch 1748 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1505.4 ms [2020-12-18 04:04:41 main:581] : INFO : Epoch 1749 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1475.61 ms [2020-12-18 04:04:42 main:581] : INFO : Epoch 1750 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1476.89 ms [2020-12-18 04:04:44 main:581] : INFO : Epoch 1751 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1459.09 ms [2020-12-18 04:04:45 main:581] : INFO : Epoch 1752 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1454.92 ms [2020-12-18 04:04:47 main:581] : INFO : Epoch 1753 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1496.82 ms [2020-12-18 04:04:48 main:581] : INFO : Epoch 1754 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1503.33 ms [2020-12-18 04:04:50 main:581] : INFO : Epoch 1755 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1501.77 ms [2020-12-18 04:04:51 main:581] : INFO : Epoch 1756 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1483.05 ms [2020-12-18 04:04:53 main:581] : INFO : Epoch 1757 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1513.55 ms [2020-12-18 04:04:54 main:581] : INFO : Epoch 1758 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1511.93 ms [2020-12-18 04:04:56 main:581] : INFO : Epoch 1759 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1491.98 ms [2020-12-18 04:04:57 main:581] : INFO : Epoch 1760 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1455.89 ms [2020-12-18 04:04:59 main:581] : INFO : Epoch 1761 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1480.19 ms [2020-12-18 04:05:00 main:581] : INFO : Epoch 1762 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1507.89 ms [2020-12-18 04:05:01 main:581] : INFO : Epoch 1763 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1431.38 ms [2020-12-18 04:05:03 main:581] : INFO : Epoch 1764 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1436.93 ms [2020-12-18 04:05:04 main:581] : INFO : Epoch 1765 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1446.65 ms [2020-12-18 04:05:06 main:581] : INFO : Epoch 1766 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1499.04 ms [2020-12-18 04:05:07 main:581] : INFO : Epoch 1767 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1475.21 ms [2020-12-18 04:05:09 main:581] : INFO : Epoch 1768 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1480.96 ms [2020-12-18 04:05:10 main:581] : INFO : Epoch 1769 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1448.05 ms [2020-12-18 04:05:12 main:581] : INFO : Epoch 1770 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1515.12 ms [2020-12-18 04:05:13 main:581] : INFO : Epoch 1771 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1573.3 ms [2020-12-18 04:05:15 main:581] : INFO : Epoch 1772 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1534.56 ms [2020-12-18 04:05:16 main:581] : INFO : Epoch 1773 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1515.8 ms [2020-12-18 04:05:18 main:581] : INFO : Epoch 1774 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1512.47 ms [2020-12-18 04:05:19 main:581] : INFO : Epoch 1775 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1514 ms [2020-12-18 04:05:21 main:581] : INFO : Epoch 1776 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1475.39 ms [2020-12-18 04:05:22 main:581] : INFO : Epoch 1777 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1463.36 ms [2020-12-18 04:05:24 main:581] : INFO : Epoch 1778 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1423.35 ms [2020-12-18 04:05:25 main:581] : INFO : Epoch 1779 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1503.14 ms [2020-12-18 04:05:27 main:581] : INFO : Epoch 1780 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1528.49 ms [2020-12-18 04:05:28 main:581] : INFO : Epoch 1781 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1475.97 ms [2020-12-18 04:05:30 main:581] : INFO : Epoch 1782 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1486.95 ms [2020-12-18 04:05:31 main:581] : INFO : Epoch 1783 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1476.65 ms [2020-12-18 04:05:33 main:581] : INFO : Epoch 1784 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1483.81 ms [2020-12-18 04:05:34 main:581] : INFO : Epoch 1785 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1472.14 ms [2020-12-18 04:05:36 main:581] : INFO : Epoch 1786 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1490.14 ms [2020-12-18 04:05:37 main:581] : INFO : Epoch 1787 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1489.21 ms [2020-12-18 04:05:39 main:581] : INFO : Epoch 1788 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1487.87 ms [2020-12-18 04:05:40 main:581] : INFO : Epoch 1789 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1480.92 ms [2020-12-18 04:05:42 main:581] : INFO : Epoch 1790 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1490.06 ms [2020-12-18 04:05:43 main:581] : INFO : Epoch 1791 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1514.93 ms [2020-12-18 04:05:45 main:581] : INFO : Epoch 1792 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1491.98 ms [2020-12-18 04:05:46 main:581] : INFO : Epoch 1793 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1495.2 ms [2020-12-18 04:05:48 main:581] : INFO : Epoch 1794 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1497.01 ms [2020-12-18 04:05:49 main:581] : INFO : Epoch 1795 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1481.29 ms [2020-12-18 04:05:51 main:581] : INFO : Epoch 1796 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1493.7 ms [2020-12-18 04:05:52 main:581] : INFO : Epoch 1797 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1503.89 ms [2020-12-18 04:05:54 main:581] : INFO : Epoch 1798 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1479.41 ms [2020-12-18 04:05:55 main:581] : INFO : Epoch 1799 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1445.97 ms [2020-12-18 04:05:57 main:581] : INFO : Epoch 1800 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1456.96 ms [2020-12-18 04:05:58 main:581] : INFO : Epoch 1801 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1501.56 ms [2020-12-18 04:06:00 main:581] : INFO : Epoch 1802 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1468.12 ms [2020-12-18 04:06:01 main:581] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1482.72 ms [2020-12-18 04:06:02 main:581] : INFO : Epoch 1804 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1482.84 ms [2020-12-18 04:06:04 main:581] : INFO : Epoch 1805 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1481.14 ms [2020-12-18 04:06:05 main:581] : INFO : Epoch 1806 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1462.24 ms [2020-12-18 04:06:07 main:581] : INFO : Epoch 1807 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1482.45 ms [2020-12-18 04:06:08 main:581] : INFO : Epoch 1808 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1485.55 ms [2020-12-18 04:06:10 main:581] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1480.54 ms [2020-12-18 04:06:11 main:581] : INFO : Epoch 1810 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1479.57 ms [2020-12-18 04:06:13 main:581] : INFO : Epoch 1811 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1447.58 ms [2020-12-18 04:06:14 main:581] : INFO : Epoch 1812 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1471.36 ms [2020-12-18 04:06:16 main:581] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1471.76 ms [2020-12-18 04:06:17 main:581] : INFO : Epoch 1814 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1466.28 ms [2020-12-18 04:06:19 main:581] : INFO : Epoch 1815 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1473.87 ms [2020-12-18 04:06:20 main:581] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1481.58 ms [2020-12-18 04:06:22 main:581] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 1476.8 ms [2020-12-18 04:06:23 main:581] : INFO : Epoch 1818 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1480.72 ms [2020-12-18 04:06:25 main:581] : INFO : Epoch 1819 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1421.94 ms [2020-12-18 04:06:26 main:581] : INFO : Epoch 1820 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1458.64 ms [2020-12-18 04:06:27 main:581] : INFO : Epoch 1821 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 1499.33 ms [2020-12-18 04:06:29 main:581] : INFO : Epoch 1822 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1500.35 ms [2020-12-18 04:06:30 main:581] : INFO : Epoch 1823 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1471.5 ms [2020-12-18 04:06:32 main:581] : INFO : Epoch 1824 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1509.22 ms [2020-12-18 04:06:33 main:581] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1495.14 ms [2020-12-18 04:06:35 main:581] : INFO : Epoch 1826 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 1502.75 ms [2020-12-18 04:06:36 main:581] : INFO : Epoch 1827 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1488 ms [2020-12-18 04:06:38 main:581] : INFO : Epoch 1828 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1465.88 ms [2020-12-18 04:06:39 main:581] : INFO : Epoch 1829 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1504.36 ms [2020-12-18 04:06:41 main:581] : INFO : Epoch 1830 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1489.12 ms [2020-12-18 04:06:42 main:581] : INFO : Epoch 1831 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1454.24 ms [2020-12-18 04:06:44 main:581] : INFO : Epoch 1832 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 1504.28 ms [2020-12-18 04:06:45 main:581] : INFO : Epoch 1833 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1522.28 ms [2020-12-18 04:06:47 main:581] : INFO : Epoch 1834 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1467.14 ms [2020-12-18 04:06:48 main:581] : INFO : Epoch 1835 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 1473.58 ms [2020-12-18 04:06:50 main:581] : INFO : Epoch 1836 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1473.4 ms [2020-12-18 04:06:51 main:581] : INFO : Epoch 1837 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1483.61 ms [2020-12-18 04:06:53 main:581] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1518.53 ms [2020-12-18 04:06:54 main:581] : INFO : Epoch 1839 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1500.6 ms [2020-12-18 04:06:56 main:581] : INFO : Epoch 1840 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1465.76 ms [2020-12-18 04:06:57 main:581] : INFO : Epoch 1841 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 1470.63 ms [2020-12-18 04:06:59 main:581] : INFO : Epoch 1842 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1490.11 ms [2020-12-18 04:07:00 main:581] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1489.17 ms [2020-12-18 04:07:02 main:581] : INFO : Epoch 1844 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1490.17 ms [2020-12-18 04:07:03 main:581] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1480.74 ms [2020-12-18 04:07:05 main:581] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1475.33 ms [2020-12-18 04:07:06 main:581] : INFO : Epoch 1847 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1493.24 ms [2020-12-18 04:07:08 main:581] : INFO : Epoch 1848 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1489.54 ms [2020-12-18 04:07:09 main:581] : INFO : Epoch 1849 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1494.89 ms [2020-12-18 04:07:11 main:581] : INFO : Epoch 1850 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1486.73 ms [2020-12-18 04:07:12 main:581] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1506.1 ms [2020-12-18 04:07:14 main:581] : INFO : Epoch 1852 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1510.64 ms [2020-12-18 04:07:15 main:581] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1493.31 ms [2020-12-18 04:07:17 main:581] : INFO : Epoch 1854 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1466.51 ms [2020-12-18 04:07:18 main:581] : INFO : Epoch 1855 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1470.13 ms [2020-12-18 04:07:20 main:581] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1436.92 ms [2020-12-18 04:07:21 main:581] : INFO : Epoch 1857 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1427.07 ms [2020-12-18 04:07:22 main:581] : INFO : Epoch 1858 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1462.13 ms [2020-12-18 04:07:24 main:581] : INFO : Epoch 1859 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1463.75 ms [2020-12-18 04:07:25 main:581] : INFO : Epoch 1860 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1456.87 ms [2020-12-18 04:07:27 main:581] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1440.45 ms [2020-12-18 04:07:28 main:581] : INFO : Epoch 1862 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1450.72 ms [2020-12-18 04:07:30 main:581] : INFO : Epoch 1863 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 1440.5 ms [2020-12-18 04:07:31 main:581] : INFO : Epoch 1864 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1444.23 ms [2020-12-18 04:07:33 main:581] : INFO : Epoch 1865 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1444.23 ms [2020-12-18 04:07:34 main:581] : INFO : Epoch 1866 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 1442 ms [2020-12-18 04:07:35 main:581] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1458.64 ms [2020-12-18 04:07:37 main:581] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1470.27 ms [2020-12-18 04:07:38 main:581] : INFO : Epoch 1869 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1458.25 ms [2020-12-18 04:07:40 main:581] : INFO : Epoch 1870 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1428.35 ms [2020-12-18 04:07:41 main:581] : INFO : Epoch 1871 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1483.54 ms [2020-12-18 04:07:43 main:581] : INFO : Epoch 1872 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1464.21 ms [2020-12-18 04:07:44 main:581] : INFO : Epoch 1873 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1433.27 ms [2020-12-18 04:07:46 main:581] : INFO : Epoch 1874 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1467.14 ms [2020-12-18 04:07:47 main:581] : INFO : Epoch 1875 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1453.62 ms [2020-12-18 04:07:49 main:581] : INFO : Epoch 1876 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1475.58 ms [2020-12-18 04:07:50 main:581] : INFO : Epoch 1877 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1431.08 ms [2020-12-18 04:07:51 main:581] : INFO : Epoch 1878 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1445.87 ms [2020-12-18 04:07:53 main:581] : INFO : Epoch 1879 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1454 ms [2020-12-18 04:07:54 main:581] : INFO : Epoch 1880 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1466.98 ms [2020-12-18 04:07:56 main:581] : INFO : Epoch 1881 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1472.38 ms [2020-12-18 04:07:57 main:581] : INFO : Epoch 1882 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1441.86 ms [2020-12-18 04:07:59 main:581] : INFO : Epoch 1883 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1470.55 ms [2020-12-18 04:08:00 main:581] : INFO : Epoch 1884 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1450.87 ms [2020-12-18 04:08:02 main:581] : INFO : Epoch 1885 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1478.09 ms [2020-12-18 04:08:03 main:581] : INFO : Epoch 1886 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1498.17 ms [2020-12-18 04:08:05 main:581] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1470.04 ms [2020-12-18 04:08:06 main:581] : INFO : Epoch 1888 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1476.71 ms [2020-12-18 04:08:08 main:581] : INFO : Epoch 1889 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1485.06 ms [2020-12-18 04:08:09 main:581] : INFO : Epoch 1890 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1456.44 ms [2020-12-18 04:08:11 main:581] : INFO : Epoch 1891 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1535.26 ms [2020-12-18 04:08:12 main:581] : INFO : Epoch 1892 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1490.18 ms [2020-12-18 04:08:14 main:581] : INFO : Epoch 1893 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 1488.75 ms [2020-12-18 04:08:15 main:581] : INFO : Epoch 1894 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1481.2 ms [2020-12-18 04:08:17 main:581] : INFO : Epoch 1895 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1449.45 ms [2020-12-18 04:08:18 main:581] : INFO : Epoch 1896 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1442.61 ms [2020-12-18 04:08:19 main:581] : INFO : Epoch 1897 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1485.85 ms [2020-12-18 04:08:21 main:581] : INFO : Epoch 1898 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 1469.39 ms [2020-12-18 04:08:22 main:581] : INFO : Epoch 1899 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1506.59 ms [2020-12-18 04:08:24 main:581] : INFO : Epoch 1900 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 1516.41 ms [2020-12-18 04:08:25 main:581] : INFO : Epoch 1901 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1504.96 ms [2020-12-18 04:08:27 main:581] : INFO : Epoch 1902 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1478.06 ms [2020-12-18 04:08:28 main:581] : INFO : Epoch 1903 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1520.61 ms [2020-12-18 04:08:30 main:581] : INFO : Epoch 1904 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1533.57 ms [2020-12-18 04:08:31 main:581] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 1481.04 ms [2020-12-18 04:08:33 main:581] : INFO : Epoch 1906 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1484.8 ms [2020-12-18 04:08:34 main:581] : INFO : Epoch 1907 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1490.1 ms [2020-12-18 04:08:36 main:581] : INFO : Epoch 1908 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1514.16 ms [2020-12-18 04:08:37 main:581] : INFO : Epoch 1909 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1489.36 ms [2020-12-18 04:08:39 main:581] : INFO : Epoch 1910 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1481.26 ms [2020-12-18 04:08:40 main:581] : INFO : Epoch 1911 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1496.06 ms [2020-12-18 04:08:42 main:581] : INFO : Epoch 1912 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1509.3 ms [2020-12-18 04:08:43 main:581] : INFO : Epoch 1913 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1491.5 ms [2020-12-18 04:08:45 main:581] : INFO : Epoch 1914 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1448.47 ms [2020-12-18 04:08:46 main:581] : INFO : Epoch 1915 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1499.04 ms [2020-12-18 04:08:48 main:581] : INFO : Epoch 1916 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1469.08 ms [2020-12-18 04:08:49 main:581] : INFO : Epoch 1917 | loss: 0.0312508 | val_loss: 0.0312524 | Time: 1446.81 ms [2020-12-18 04:08:51 main:581] : INFO : Epoch 1918 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 1446.7 ms [2020-12-18 04:08:52 main:581] : INFO : Epoch 1919 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1428.98 ms [2020-12-18 04:08:54 main:581] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1455.3 ms [2020-12-18 04:08:55 main:581] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1456.24 ms [2020-12-18 04:08:57 main:581] : INFO : Epoch 1922 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1510 ms [2020-12-18 04:08:58 main:581] : INFO : Epoch 1923 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1512.09 ms [2020-12-18 04:09:00 main:581] : INFO : Epoch 1924 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1469.83 ms [2020-12-18 04:09:01 main:581] : INFO : Epoch 1925 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1484.75 ms [2020-12-18 04:09:03 main:581] : INFO : Epoch 1926 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1487.19 ms [2020-12-18 04:09:04 main:581] : INFO : Epoch 1927 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1501.45 ms [2020-12-18 04:09:06 main:581] : INFO : Epoch 1928 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1496.23 ms [2020-12-18 04:09:07 main:581] : INFO : Epoch 1929 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1504.96 ms [2020-12-18 04:09:09 main:581] : INFO : Epoch 1930 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1496.57 ms [2020-12-18 04:09:10 main:581] : INFO : Epoch 1931 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1487.85 ms [2020-12-18 04:09:12 main:581] : INFO : Epoch 1932 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1502.4 ms [2020-12-18 04:09:13 main:581] : INFO : Epoch 1933 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1482.21 ms [2020-12-18 04:09:15 main:581] : INFO : Epoch 1934 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1465.51 ms [2020-12-18 04:09:16 main:581] : INFO : Epoch 1935 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 1495.32 ms [2020-12-18 04:09:17 main:581] : INFO : Epoch 1936 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 1463.75 ms [2020-12-18 04:09:19 main:581] : INFO : Epoch 1937 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1462.55 ms [2020-12-18 04:09:20 main:581] : INFO : Epoch 1938 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1468.1 ms [2020-12-18 04:09:22 main:581] : INFO : Epoch 1939 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1514.36 ms [2020-12-18 04:09:23 main:581] : INFO : Epoch 1940 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1484.99 ms [2020-12-18 04:09:25 main:581] : INFO : Epoch 1941 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1460.44 ms [2020-12-18 04:09:26 main:581] : INFO : Epoch 1942 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1508.14 ms [2020-12-18 04:09:28 main:581] : INFO : Epoch 1943 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1474.58 ms [2020-12-18 04:09:29 main:581] : INFO : Epoch 1944 | loss: 0.0312504 | val_loss: 0.031253 | Time: 1467.8 ms [2020-12-18 04:09:31 main:581] : INFO : Epoch 1945 | loss: 0.0312527 | val_loss: 0.0312506 | Time: 1459.76 ms [2020-12-18 04:09:32 main:581] : INFO : Epoch 1946 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1485.47 ms [2020-12-18 04:09:34 main:581] : INFO : Epoch 1947 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1508.06 ms [2020-12-18 04:09:35 main:581] : INFO : Epoch 1948 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1488.39 ms [2020-12-18 04:09:37 main:581] : INFO : Epoch 1949 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1503.07 ms [2020-12-18 04:09:38 main:581] : INFO : Epoch 1950 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1473.92 ms [2020-12-18 04:09:40 main:581] : INFO : Epoch 1951 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1495.71 ms [2020-12-18 04:09:41 main:581] : INFO : Epoch 1952 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1523.92 ms [2020-12-18 04:09:43 main:581] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1510.84 ms [2020-12-18 04:09:44 main:581] : INFO : Epoch 1954 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1505.92 ms [2020-12-18 04:09:46 main:581] : INFO : Epoch 1955 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 1510.2 ms [2020-12-18 04:09:47 main:581] : INFO : Epoch 1956 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1502.8 ms [2020-12-18 04:09:49 main:581] : INFO : Epoch 1957 | loss: 0.031251 | val_loss: 0.031253 | Time: 1503.51 ms [2020-12-18 04:09:50 main:581] : INFO : Epoch 1958 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 1447.69 ms [2020-12-18 04:09:52 main:581] : INFO : Epoch 1959 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1439.94 ms [2020-12-18 04:09:53 main:581] : INFO : Epoch 1960 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1469.16 ms [2020-12-18 04:09:55 main:581] : INFO : Epoch 1961 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1498.35 ms [2020-12-18 04:09:56 main:581] : INFO : Epoch 1962 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1483.97 ms [2020-12-18 04:09:58 main:581] : INFO : Epoch 1963 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1507.43 ms [2020-12-18 04:09:59 main:581] : INFO : Epoch 1964 | loss: 0.0312522 | val_loss: 0.0312522 | Time: 1499.34 ms [2020-12-18 04:10:01 main:581] : INFO : Epoch 1965 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 1496.82 ms [2020-12-18 04:10:02 main:581] : INFO : Epoch 1966 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 1526.69 ms [2020-12-18 04:10:04 main:581] : INFO : Epoch 1967 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1488.43 ms [2020-12-18 04:10:05 main:581] : INFO : Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1482 ms [2020-12-18 04:10:07 main:581] : INFO : Epoch 1969 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1496.49 ms [2020-12-18 04:10:08 main:581] : INFO : Epoch 1970 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 1458.88 ms [2020-12-18 04:10:10 main:581] : INFO : Epoch 1971 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 1458.25 ms [2020-12-18 04:10:11 main:581] : INFO : Epoch 1972 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1458.18 ms [2020-12-18 04:10:12 main:581] : INFO : Epoch 1973 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1456.68 ms [2020-12-18 04:10:14 main:581] : INFO : Epoch 1974 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1449.01 ms [2020-12-18 04:10:15 main:581] : INFO : Epoch 1975 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1466.05 ms [2020-12-18 04:10:17 main:581] : INFO : Epoch 1976 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1455.19 ms [2020-12-18 04:10:18 main:581] : INFO : Epoch 1977 | loss: 0.0312514 | val_loss: 0.031253 | Time: 1464.56 ms [2020-12-18 04:10:20 main:581] : INFO : Epoch 1978 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 1503.96 ms [2020-12-18 04:10:21 main:581] : INFO : Epoch 1979 | loss: 0.0312517 | val_loss: 0.0312506 | Time: 1498.09 ms [2020-12-18 04:10:23 main:581] : INFO : Epoch 1980 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1453.73 ms [2020-12-18 04:10:24 main:581] : INFO : Epoch 1981 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1480.35 ms [2020-12-18 04:10:26 main:581] : INFO : Epoch 1982 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1471.48 ms [2020-12-18 04:10:27 main:581] : INFO : Epoch 1983 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1474.86 ms [2020-12-18 04:10:29 main:581] : INFO : Epoch 1984 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 1460.17 ms [2020-12-18 04:10:30 main:581] : INFO : Epoch 1985 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1446.4 ms [2020-12-18 04:10:32 main:581] : INFO : Epoch 1986 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1439.77 ms [2020-12-18 04:10:33 main:581] : INFO : Epoch 1987 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 1437.72 ms [2020-12-18 04:10:34 main:581] : INFO : Epoch 1988 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 1464.64 ms [2020-12-18 04:10:36 main:581] : INFO : Epoch 1989 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1489.09 ms [2020-12-18 04:10:37 main:581] : INFO : Epoch 1990 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1483.79 ms [2020-12-18 04:10:39 main:581] : INFO : Epoch 1991 | loss: 0.0312505 | val_loss: 0.031253 | Time: 1434.86 ms [2020-12-18 04:10:40 main:581] : INFO : Epoch 1992 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 1464.85 ms [2020-12-18 04:10:42 main:581] : INFO : Epoch 1993 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1430.78 ms [2020-12-18 04:10:43 main:581] : INFO : Epoch 1994 | loss: 0.0312519 | val_loss: 0.0312518 | Time: 1437.15 ms [2020-12-18 04:10:45 main:581] : INFO : Epoch 1995 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1437.46 ms [2020-12-18 04:10:46 main:581] : INFO : Epoch 1996 | loss: 0.0312504 | val_loss: 0.0312527 | Time: 1465.43 ms [2020-12-18 04:10:48 main:581] : INFO : Epoch 1997 | loss: 0.0312507 | val_loss: 0.0312524 | Time: 1474.11 ms [2020-12-18 04:10:49 main:581] : INFO : Epoch 1998 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1419.21 ms [2020-12-18 04:10:50 main:581] : INFO : Epoch 1999 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1440.55 ms [2020-12-18 04:10:52 main:581] : INFO : Epoch 2000 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 1426.84 ms [2020-12-18 04:10:53 main:581] : INFO : Epoch 2001 | loss: 0.0312526 | val_loss: 0.0312514 | Time: 1429.7 ms [2020-12-18 04:10:55 main:581] : INFO : Epoch 2002 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1448.24 ms [2020-12-18 04:10:56 main:581] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1463.4 ms [2020-12-18 04:10:58 main:581] : INFO : Epoch 2004 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1476.32 ms [2020-12-18 04:10:59 main:581] : INFO : Epoch 2005 | loss: 0.0312528 | val_loss: 0.0312507 | Time: 1484.3 ms [2020-12-18 04:11:01 main:581] : INFO : Epoch 2006 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1439.94 ms [2020-12-18 04:11:02 main:581] : INFO : Epoch 2007 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 1447.22 ms [2020-12-18 04:11:03 main:581] : INFO : Epoch 2008 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1443.03 ms [2020-12-18 04:11:05 main:581] : INFO : Epoch 2009 | loss: 0.0312522 | val_loss: 0.0312502 | Time: 1462.05 ms [2020-12-18 04:11:06 main:581] : INFO : Epoch 2010 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1438 ms [2020-12-18 04:11:08 main:581] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1445.47 ms [2020-12-18 04:11:09 main:581] : INFO : Epoch 2012 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1444.28 ms [2020-12-18 04:11:11 main:581] : INFO : Epoch 2013 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1455.04 ms [2020-12-18 04:11:12 main:581] : INFO : Epoch 2014 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 1462.19 ms [2020-12-18 04:11:14 main:581] : INFO : Epoch 2015 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1425.43 ms [2020-12-18 04:11:15 main:581] : INFO : Epoch 2016 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1465.55 ms [2020-12-18 04:11:17 main:581] : INFO : Epoch 2017 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1453.89 ms [2020-12-18 04:11:18 main:581] : INFO : Epoch 2018 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1464.73 ms [2020-12-18 04:11:19 main:581] : INFO : Epoch 2019 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1454.41 ms [2020-12-18 04:11:21 main:581] : INFO : Epoch 2020 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1449.7 ms [2020-12-18 04:11:22 main:581] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1442.21 ms [2020-12-18 04:11:24 main:581] : INFO : Epoch 2022 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1449.87 ms [2020-12-18 04:11:25 main:581] : INFO : Epoch 2023 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1469.84 ms [2020-12-18 04:11:27 main:581] : INFO : Epoch 2024 | loss: 0.031251 | val_loss: 0.0312522 | Time: 1467.88 ms [2020-12-18 04:11:28 main:581] : INFO : Epoch 2025 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1480.1 ms [2020-12-18 04:11:30 main:581] : INFO : Epoch 2026 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 1454.28 ms [2020-12-18 04:11:31 main:581] : INFO : Epoch 2027 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 1459.98 ms [2020-12-18 04:11:33 main:581] : INFO : Epoch 2028 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1494.52 ms [2020-12-18 04:11:34 main:581] : INFO : Epoch 2029 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1465.15 ms [2020-12-18 04:11:36 main:581] : INFO : Epoch 2030 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1462.11 ms [2020-12-18 04:11:37 main:581] : INFO : Epoch 2031 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1454.61 ms [2020-12-18 04:11:38 main:581] : INFO : Epoch 2032 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1473.69 ms [2020-12-18 04:11:40 main:581] : INFO : Epoch 2033 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1495.27 ms [2020-12-18 04:11:41 main:581] : INFO : Epoch 2034 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1471.9 ms [2020-12-18 04:11:43 main:581] : INFO : Epoch 2035 | loss: 0.0312518 | val_loss: 0.0312534 | Time: 1473.33 ms [2020-12-18 04:11:44 main:581] : INFO : Epoch 2036 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1493.85 ms [2020-12-18 04:11:46 main:581] : INFO : Epoch 2037 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1473.55 ms [2020-12-18 04:11:47 main:581] : INFO : Epoch 2038 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1458.66 ms [2020-12-18 04:11:49 main:581] : INFO : Epoch 2039 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 1511.9 ms [2020-12-18 04:11:50 main:581] : INFO : Epoch 2040 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1524.93 ms [2020-12-18 04:11:52 main:581] : INFO : Epoch 2041 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1507.32 ms [2020-12-18 04:11:53 main:581] : INFO : Epoch 2042 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1531.2 ms [2020-12-18 04:11:55 main:581] : INFO : Epoch 2043 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 1488.33 ms [2020-12-18 04:11:56 main:581] : INFO : Epoch 2044 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1482.65 ms [2020-12-18 04:11:58 main:581] : INFO : Epoch 2045 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 1484.45 ms [2020-12-18 04:11:59 main:581] : INFO : Epoch 2046 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 1505.91 ms [2020-12-18 04:12:01 main:581] : INFO : Epoch 2047 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1560.87 ms [2020-12-18 04:12:02 main:581] : INFO : Epoch 2048 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1550.35 ms [2020-12-18 04:12:02 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312509 [2020-12-18 04:12:02 main:610] : INFO : Saving end state to config to file [2020-12-18 04:12:02 main:615] : INFO : Success, exiting.. 04:12:02 (2737445): 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)