Task 3324485
| Name | ParityModified-1608176577-23333-0_1 |
| Workunit | 1584905 |
| Created | 18 Dec 2020, 7:14:19 UTC |
| Sent | 18 Dec 2020, 9:22:08 UTC |
| Report deadline | 26 Dec 2020, 9:22:08 UTC |
| Received | 19 Dec 2020, 0:30:47 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 50 min 23 sec |
| CPU time | 50 min 20 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> :01 main:581] : INFO : Epoch 1538 | loss: 0.0309727 | val_loss: 0.0312609 | Time: 1464.66 ms [2020-12-18 19:18:03 main:581] : INFO : Epoch 1539 | loss: 0.0309837 | val_loss: 0.0312656 | Time: 1439.74 ms [2020-12-18 19:18:04 main:581] : INFO : Epoch 1540 | loss: 0.0309833 | val_loss: 0.031271 | Time: 1458.65 ms [2020-12-18 19:18:06 main:581] : INFO : Epoch 1541 | loss: 0.0309751 | val_loss: 0.0312444 | Time: 1468.37 ms [2020-12-18 19:18:07 main:581] : INFO : Epoch 1542 | loss: 0.0309727 | val_loss: 0.0312602 | Time: 1473.8 ms [2020-12-18 19:18:09 main:581] : INFO : Epoch 1543 | loss: 0.0309705 | val_loss: 0.0312979 | Time: 1477.9 ms [2020-12-18 19:18:10 main:581] : INFO : Epoch 1544 | loss: 0.030978 | val_loss: 0.031276 | Time: 1490.42 ms [2020-12-18 19:18:12 main:581] : INFO : Epoch 1545 | loss: 0.0309852 | val_loss: 0.0312521 | Time: 1502.37 ms [2020-12-18 19:18:13 main:581] : INFO : Epoch 1546 | loss: 0.0309916 | val_loss: 0.0312616 | Time: 1510.75 ms [2020-12-18 19:18:15 main:581] : INFO : Epoch 1547 | loss: 0.0309892 | val_loss: 0.0312543 | Time: 1501.82 ms [2020-12-18 19:18:16 main:581] : INFO : Epoch 1548 | loss: 0.0309699 | val_loss: 0.0312578 | Time: 1484.03 ms [2020-12-18 19:18:18 main:581] : INFO : Epoch 1549 | loss: 0.0309727 | val_loss: 0.0312672 | Time: 1519.09 ms [2020-12-18 19:18:19 main:581] : INFO : Epoch 1550 | loss: 0.0309804 | val_loss: 0.0312783 | Time: 1501.62 ms [2020-12-18 19:18:21 main:581] : INFO : Epoch 1551 | loss: 0.0309703 | val_loss: 0.0312503 | Time: 1507.12 ms [2020-12-18 19:18:22 main:581] : INFO : Epoch 1552 | loss: 0.0309772 | val_loss: 0.0312568 | Time: 1464.96 ms [2020-12-18 19:18:24 main:581] : INFO : Epoch 1553 | loss: 0.0309704 | val_loss: 0.0312755 | Time: 1479.63 ms [2020-12-18 19:18:25 main:581] : INFO : Epoch 1554 | loss: 0.0309886 | val_loss: 0.0312486 | Time: 1478.17 ms [2020-12-18 19:18:26 main:581] : INFO : Epoch 1555 | loss: 0.0309795 | val_loss: 0.0312628 | Time: 1500.78 ms [2020-12-18 19:18:28 main:581] : INFO : Epoch 1556 | loss: 0.0309847 | val_loss: 0.0312546 | Time: 1458.88 ms [2020-12-18 19:18:29 main:581] : INFO : Epoch 1557 | loss: 0.0309852 | val_loss: 0.0312505 | Time: 1446.97 ms [2020-12-18 19:18:31 main:581] : INFO : Epoch 1558 | loss: 0.0309789 | val_loss: 0.031272 | Time: 1463.43 ms [2020-12-18 19:18:32 main:581] : INFO : Epoch 1559 | loss: 0.0309722 | val_loss: 0.0312477 | Time: 1477.59 ms [2020-12-18 19:18:34 main:581] : INFO : Epoch 1560 | loss: 0.0309735 | val_loss: 0.0312805 | Time: 1512.81 ms [2020-12-18 19:18:35 main:581] : INFO : Epoch 1561 | loss: 0.0310009 | val_loss: 0.031228 | Time: 1491.69 ms [2020-12-18 19:18:37 main:581] : INFO : Epoch 1562 | loss: 0.0310272 | val_loss: 0.0312244 | Time: 1500.28 ms [2020-12-18 19:18:38 main:581] : INFO : Epoch 1563 | loss: 0.0309995 | val_loss: 0.0312493 | Time: 1491.47 ms [2020-12-18 19:18:40 main:581] : INFO : Epoch 1564 | loss: 0.0309853 | val_loss: 0.0312682 | Time: 1480.66 ms [2020-12-18 19:18:41 main:581] : INFO : Epoch 1565 | loss: 0.0309863 | val_loss: 0.0312598 | Time: 1493.65 ms [2020-12-18 19:18:43 main:581] : INFO : Epoch 1566 | loss: 0.0309777 | val_loss: 0.0312825 | Time: 1495.87 ms [2020-12-18 19:18:44 main:581] : INFO : Epoch 1567 | loss: 0.0309705 | val_loss: 0.0312607 | Time: 1490.52 ms [2020-12-18 19:18:46 main:581] : INFO : Epoch 1568 | loss: 0.0309708 | val_loss: 0.0312633 | Time: 1495.28 ms [2020-12-18 19:18:47 main:581] : INFO : Epoch 1569 | loss: 0.0309754 | val_loss: 0.0312846 | Time: 1526.15 ms [2020-12-18 19:18:49 main:581] : INFO : Epoch 1570 | loss: 0.0309835 | val_loss: 0.0312763 | Time: 1492.58 ms [2020-12-18 19:18:50 main:581] : INFO : Epoch 1571 | loss: 0.0309807 | val_loss: 0.0312681 | Time: 1470.61 ms [2020-12-18 19:18:52 main:581] : INFO : Epoch 1572 | loss: 0.0309823 | val_loss: 0.0312404 | Time: 1461.34 ms [2020-12-18 19:18:53 main:581] : INFO : Epoch 1573 | loss: 0.030972 | val_loss: 0.031264 | Time: 1475.4 ms [2020-12-18 19:18:55 main:581] : INFO : Epoch 1574 | loss: 0.0309763 | val_loss: 0.0312545 | Time: 1517.14 ms [2020-12-18 19:18:56 main:581] : INFO : Epoch 1575 | loss: 0.0309744 | val_loss: 0.0312454 | Time: 1456.17 ms [2020-12-18 19:18:58 main:581] : INFO : Epoch 1576 | loss: 0.0309752 | val_loss: 0.0312505 | Time: 1509.06 ms [2020-12-18 19:18:59 main:581] : INFO : Epoch 1577 | loss: 0.0309721 | val_loss: 0.0312624 | Time: 1489.1 ms [2020-12-18 19:19:01 main:581] : INFO : Epoch 1578 | loss: 0.0309711 | val_loss: 0.0312523 | Time: 1495.95 ms [2020-12-18 19:19:02 main:581] : INFO : Epoch 1579 | loss: 0.0309711 | val_loss: 0.0312799 | Time: 1477.04 ms [2020-12-18 19:19:04 main:581] : INFO : Epoch 1580 | loss: 0.0309821 | val_loss: 0.0312922 | Time: 1546.61 ms [2020-12-18 19:19:05 main:581] : INFO : Epoch 1581 | loss: 0.0310176 | val_loss: 0.0312356 | Time: 1477.66 ms [2020-12-18 19:19:07 main:581] : INFO : Epoch 1582 | loss: 0.031003 | val_loss: 0.0312294 | Time: 1486.82 ms [2020-12-18 19:19:08 main:581] : INFO : Epoch 1583 | loss: 0.0310092 | val_loss: 0.0312643 | Time: 1466.16 ms [2020-12-18 19:19:10 main:581] : INFO : Epoch 1584 | loss: 0.0309978 | val_loss: 0.0312452 | Time: 1441.98 ms [2020-12-18 19:19:11 main:581] : INFO : Epoch 1585 | loss: 0.0309905 | val_loss: 0.0312556 | Time: 1452.44 ms [2020-12-18 19:19:13 main:581] : INFO : Epoch 1586 | loss: 0.0309873 | val_loss: 0.0312604 | Time: 1473.22 ms [2020-12-18 19:19:14 main:581] : INFO : Epoch 1587 | loss: 0.0309709 | val_loss: 0.0312625 | Time: 1481.28 ms [2020-12-18 19:19:15 main:581] : INFO : Epoch 1588 | loss: 0.0309747 | val_loss: 0.0312467 | Time: 1476.83 ms [2020-12-18 19:19:17 main:581] : INFO : Epoch 1589 | loss: 0.0309837 | val_loss: 0.0312507 | Time: 1466.81 ms [2020-12-18 19:19:18 main:581] : INFO : Epoch 1590 | loss: 0.0309906 | val_loss: 0.0312592 | Time: 1503.4 ms [2020-12-18 19:19:20 main:581] : INFO : Epoch 1591 | loss: 0.030974 | val_loss: 0.0312889 | Time: 1498.13 ms [2020-12-18 19:19:21 main:581] : INFO : Epoch 1592 | loss: 0.030966 | val_loss: 0.0312811 | Time: 1487.82 ms [2020-12-18 19:19:23 main:581] : INFO : Epoch 1593 | loss: 0.0309697 | val_loss: 0.031289 | Time: 1482.07 ms [2020-12-18 19:19:24 main:581] : INFO : Epoch 1594 | loss: 0.0309855 | val_loss: 0.0312727 | Time: 1499.44 ms [2020-12-18 19:19:26 main:581] : INFO : Epoch 1595 | loss: 0.0309847 | val_loss: 0.0312699 | Time: 1492.96 ms [2020-12-18 19:19:27 main:581] : INFO : Epoch 1596 | loss: 0.0309773 | val_loss: 0.031281 | Time: 1445.79 ms [2020-12-18 19:19:29 main:581] : INFO : Epoch 1597 | loss: 0.0309658 | val_loss: 0.0312702 | Time: 1468.09 ms [2020-12-18 19:19:30 main:581] : INFO : Epoch 1598 | loss: 0.03097 | val_loss: 0.0312463 | Time: 1457.61 ms [2020-12-18 19:19:32 main:581] : INFO : Epoch 1599 | loss: 0.0309745 | val_loss: 0.0312632 | Time: 1456.12 ms [2020-12-18 19:19:33 main:581] : INFO : Epoch 1600 | loss: 0.0309676 | val_loss: 0.0312715 | Time: 1509.41 ms [2020-12-18 19:19:35 main:581] : INFO : Epoch 1601 | loss: 0.0309691 | val_loss: 0.0312624 | Time: 1467.9 ms [2020-12-18 19:19:36 main:581] : INFO : Epoch 1602 | loss: 0.030971 | val_loss: 0.031272 | Time: 1458.14 ms [2020-12-18 19:19:38 main:581] : INFO : Epoch 1603 | loss: 0.0309693 | val_loss: 0.0312763 | Time: 1462.76 ms [2020-12-18 19:19:39 main:581] : INFO : Epoch 1604 | loss: 0.0309761 | val_loss: 0.0312797 | Time: 1465.82 ms [2020-12-18 19:19:41 main:581] : INFO : Epoch 1605 | loss: 0.0309769 | val_loss: 0.0312654 | Time: 1450.23 ms [2020-12-18 19:19:42 main:581] : INFO : Epoch 1606 | loss: 0.0309737 | val_loss: 0.0312672 | Time: 1455.26 ms [2020-12-18 19:19:43 main:581] : INFO : Epoch 1607 | loss: 0.030973 | val_loss: 0.0312781 | Time: 1470.04 ms [2020-12-18 19:19:45 main:581] : INFO : Epoch 1608 | loss: 0.0309825 | val_loss: 0.0312823 | Time: 1437.32 ms [2020-12-18 19:19:46 main:581] : INFO : Epoch 1609 | loss: 0.0309755 | val_loss: 0.0312803 | Time: 1447.8 ms [2020-12-18 19:19:48 main:581] : INFO : Epoch 1610 | loss: 0.0309797 | val_loss: 0.0312618 | Time: 1515.77 ms [2020-12-18 19:19:49 main:581] : INFO : Epoch 1611 | loss: 0.0309769 | val_loss: 0.0312584 | Time: 1501.4 ms [2020-12-18 19:19:51 main:581] : INFO : Epoch 1612 | loss: 0.0309642 | val_loss: 0.0312674 | Time: 1498.77 ms [2020-12-18 19:19:52 main:581] : INFO : Epoch 1613 | loss: 0.0309651 | val_loss: 0.0312645 | Time: 1452.99 ms [2020-12-18 19:19:54 main:581] : INFO : Epoch 1614 | loss: 0.0309692 | val_loss: 0.0312931 | Time: 1454.34 ms [2020-12-18 19:19:55 main:581] : INFO : Epoch 1615 | loss: 0.0309736 | val_loss: 0.031282 | Time: 1455.19 ms [2020-12-18 19:19:57 main:581] : INFO : Epoch 1616 | loss: 0.0309721 | val_loss: 0.0312432 | Time: 1463.96 ms [2020-12-18 19:19:58 main:581] : INFO : Epoch 1617 | loss: 0.0309759 | val_loss: 0.0312696 | Time: 1463.54 ms [2020-12-18 19:20:00 main:581] : INFO : Epoch 1618 | loss: 0.0309893 | val_loss: 0.0312337 | Time: 1492.5 ms [2020-12-18 19:20:01 main:581] : INFO : Epoch 1619 | loss: 0.0309776 | val_loss: 0.0312479 | Time: 1482.26 ms [2020-12-18 19:20:03 main:581] : INFO : Epoch 1620 | loss: 0.03097 | val_loss: 0.0312742 | Time: 1465.96 ms [2020-12-18 19:20:04 main:581] : INFO : Epoch 1621 | loss: 0.0309718 | val_loss: 0.0312624 | Time: 1463.47 ms [2020-12-18 19:20:06 main:581] : INFO : Epoch 1622 | loss: 0.0309749 | val_loss: 0.031249 | Time: 1444.87 ms [2020-12-18 19:20:07 main:581] : INFO : Epoch 1623 | loss: 0.030976 | val_loss: 0.0312392 | Time: 1449.21 ms [2020-12-18 19:20:08 main:581] : INFO : Epoch 1624 | loss: 0.0309814 | val_loss: 0.031231 | Time: 1451.48 ms [2020-12-18 19:20:10 main:581] : INFO : Epoch 1625 | loss: 0.03098 | val_loss: 0.0312678 | Time: 1450.76 ms [2020-12-18 19:20:11 main:581] : INFO : Epoch 1626 | loss: 0.0309711 | val_loss: 0.0312789 | Time: 1473.28 ms [2020-12-18 19:20:13 main:581] : INFO : Epoch 1627 | loss: 0.0309855 | val_loss: 0.0312442 | Time: 1460.54 ms [2020-12-18 19:20:14 main:581] : INFO : Epoch 1628 | loss: 0.0309858 | val_loss: 0.0312474 | Time: 1485.73 ms [2020-12-18 19:20:16 main:581] : INFO : Epoch 1629 | loss: 0.030979 | val_loss: 0.0312654 | Time: 1484.41 ms [2020-12-18 19:20:17 main:581] : INFO : Epoch 1630 | loss: 0.0309678 | val_loss: 0.0312538 | Time: 1482.51 ms [2020-12-18 19:20:19 main:581] : INFO : Epoch 1631 | loss: 0.0309713 | val_loss: 0.03127 | Time: 1479.21 ms [2020-12-18 19:20:20 main:581] : INFO : Epoch 1632 | loss: 0.0309697 | val_loss: 0.0312749 | Time: 1482.24 ms [2020-12-18 19:20:22 main:581] : INFO : Epoch 1633 | loss: 0.0309755 | val_loss: 0.031268 | Time: 1470.6 ms [2020-12-18 19:20:23 main:581] : INFO : Epoch 1634 | loss: 0.0309768 | val_loss: 0.0312361 | Time: 1473.77 ms [2020-12-18 19:20:25 main:581] : INFO : Epoch 1635 | loss: 0.0309714 | val_loss: 0.0313046 | Time: 1486.38 ms [2020-12-18 19:20:26 main:581] : INFO : Epoch 1636 | loss: 0.0309703 | val_loss: 0.0312725 | Time: 1472.63 ms [2020-12-18 19:20:28 main:581] : INFO : Epoch 1637 | loss: 0.0309712 | val_loss: 0.0312363 | Time: 1452.97 ms [2020-12-18 19:20:29 main:581] : INFO : Epoch 1638 | loss: 0.0309775 | val_loss: 0.0312443 | Time: 1460.31 ms [2020-12-18 19:20:30 main:581] : INFO : Epoch 1639 | loss: 0.0309753 | val_loss: 0.03126 | Time: 1432.37 ms [2020-12-18 19:20:32 main:581] : INFO : Epoch 1640 | loss: 0.0309771 | val_loss: 0.0312481 | Time: 1466.94 ms [2020-12-18 19:20:33 main:581] : INFO : Epoch 1641 | loss: 0.0309761 | val_loss: 0.031242 | Time: 1487.73 ms [2020-12-18 19:20:35 main:581] : INFO : Epoch 1642 | loss: 0.0309808 | val_loss: 0.0312591 | Time: 1464.31 ms [2020-12-18 19:20:36 main:581] : INFO : Epoch 1643 | loss: 0.030974 | val_loss: 0.0312491 | Time: 1471.1 ms [2020-12-18 19:20:38 main:581] : INFO : Epoch 1644 | loss: 0.0309738 | val_loss: 0.0312651 | Time: 1492.12 ms [2020-12-18 19:20:39 main:581] : INFO : Epoch 1645 | loss: 0.0309744 | val_loss: 0.0312587 | Time: 1483.72 ms [2020-12-18 19:20:41 main:581] : INFO : Epoch 1646 | loss: 0.0309753 | val_loss: 0.0312588 | Time: 1516.56 ms [2020-12-18 19:20:42 main:581] : INFO : Epoch 1647 | loss: 0.0309783 | val_loss: 0.0312523 | Time: 1573.29 ms [2020-12-18 19:20:44 main:581] : INFO : Epoch 1648 | loss: 0.0309763 | val_loss: 0.0312575 | Time: 1571.29 ms [2020-12-18 19:20:45 main:581] : INFO : Epoch 1649 | loss: 0.0309718 | val_loss: 0.0312692 | Time: 1473.45 ms [2020-12-18 19:20:47 main:581] : INFO : Epoch 1650 | loss: 0.030976 | val_loss: 0.031277 | Time: 1504.64 ms [2020-12-18 19:20:48 main:581] : INFO : Epoch 1651 | loss: 0.0309714 | val_loss: 0.0312803 | Time: 1483.62 ms [2020-12-18 19:20:50 main:581] : INFO : Epoch 1652 | loss: 0.030969 | val_loss: 0.0312673 | Time: 1492.71 ms [2020-12-18 19:20:51 main:581] : INFO : Epoch 1653 | loss: 0.0309729 | val_loss: 0.0312702 | Time: 1472.34 ms [2020-12-18 19:20:53 main:581] : INFO : Epoch 1654 | loss: 0.030979 | val_loss: 0.0312599 | Time: 1477.86 ms [2020-12-18 19:20:54 main:581] : INFO : Epoch 1655 | loss: 0.0309703 | val_loss: 0.0312682 | Time: 1455.56 ms [2020-12-18 19:20:56 main:581] : INFO : Epoch 1656 | loss: 0.0309812 | val_loss: 0.0312358 | Time: 1486.29 ms [2020-12-18 19:20:57 main:581] : INFO : Epoch 1657 | loss: 0.0309865 | val_loss: 0.0312398 | Time: 1522.02 ms [2020-12-18 19:20:59 main:581] : INFO : Epoch 1658 | loss: 0.0309757 | val_loss: 0.0312577 | Time: 1473.94 ms [2020-12-18 19:21:00 main:581] : INFO : Epoch 1659 | loss: 0.030974 | val_loss: 0.0312691 | Time: 1485.16 ms [2020-12-18 19:21:02 main:581] : INFO : Epoch 1660 | loss: 0.030971 | val_loss: 0.0312728 | Time: 1481.73 ms [2020-12-18 19:21:03 main:581] : INFO : Epoch 1661 | loss: 0.0309679 | val_loss: 0.0312509 | Time: 1506.09 ms [2020-12-18 19:21:05 main:581] : INFO : Epoch 1662 | loss: 0.0309816 | val_loss: 0.0312619 | Time: 1488.24 ms [2020-12-18 19:21:06 main:581] : INFO : Epoch 1663 | loss: 0.0309722 | val_loss: 0.0312578 | Time: 1497.74 ms [2020-12-18 19:21:08 main:581] : INFO : Epoch 1664 | loss: 0.0309806 | val_loss: 0.0312572 | Time: 1465.39 ms [2020-12-18 19:21:09 main:581] : INFO : Epoch 1665 | loss: 0.0309786 | val_loss: 0.0312546 | Time: 1482.86 ms [2020-12-18 19:21:11 main:581] : INFO : Epoch 1666 | loss: 0.0309795 | val_loss: 0.0312535 | Time: 1450.29 ms [2020-12-18 19:21:12 main:581] : INFO : Epoch 1667 | loss: 0.0309761 | val_loss: 0.0312684 | Time: 1455.94 ms [2020-12-18 19:21:14 main:581] : INFO : Epoch 1668 | loss: 0.0309682 | val_loss: 0.0312556 | Time: 1436.11 ms [2020-12-18 19:21:15 main:581] : INFO : Epoch 1669 | loss: 0.0309707 | val_loss: 0.0312638 | Time: 1464.35 ms [2020-12-18 19:21:16 main:581] : INFO : Epoch 1670 | loss: 0.0309798 | val_loss: 0.031271 | Time: 1441.53 ms [2020-12-18 19:21:18 main:581] : INFO : Epoch 1671 | loss: 0.0309724 | val_loss: 0.0312625 | Time: 1474.69 ms [2020-12-18 19:21:19 main:581] : INFO : Epoch 1672 | loss: 0.0309716 | val_loss: 0.031232 | Time: 1457.02 ms [2020-12-18 19:21:21 main:581] : INFO : Epoch 1673 | loss: 0.0309797 | val_loss: 0.0312603 | Time: 1507.96 ms [2020-12-18 19:21:22 main:581] : INFO : Epoch 1674 | loss: 0.0309723 | val_loss: 0.0312427 | Time: 1491.44 ms [2020-12-18 19:21:24 main:581] : INFO : Epoch 1675 | loss: 0.030967 | val_loss: 0.0312778 | Time: 1434.23 ms [2020-12-18 19:21:25 main:581] : INFO : Epoch 1676 | loss: 0.030968 | val_loss: 0.0312758 | Time: 1447.76 ms [2020-12-18 19:21:27 main:581] : INFO : Epoch 1677 | loss: 0.0309672 | val_loss: 0.0312558 | Time: 1456 ms [2020-12-18 19:21:28 main:581] : INFO : Epoch 1678 | loss: 0.0309635 | val_loss: 0.0312727 | Time: 1496.98 ms [2020-12-18 19:21:30 main:581] : INFO : Epoch 1679 | loss: 0.0309692 | val_loss: 0.0312845 | Time: 1483.13 ms [2020-12-18 19:21:31 main:581] : INFO : Epoch 1680 | loss: 0.0309891 | val_loss: 0.0312737 | Time: 1481.43 ms [2020-12-18 19:21:33 main:581] : INFO : Epoch 1681 | loss: 0.0309836 | val_loss: 0.0312648 | Time: 1473.21 ms [2020-12-18 19:21:34 main:581] : INFO : Epoch 1682 | loss: 0.0309841 | val_loss: 0.0312567 | Time: 1493.42 ms [2020-12-18 19:21:36 main:581] : INFO : Epoch 1683 | loss: 0.0309776 | val_loss: 0.0312552 | Time: 1471.9 ms [2020-12-18 19:21:37 main:581] : INFO : Epoch 1684 | loss: 0.0309655 | val_loss: 0.0312589 | Time: 1490.86 ms [2020-12-18 19:21:39 main:581] : INFO : Epoch 1685 | loss: 0.0309691 | val_loss: 0.0312426 | Time: 1474.72 ms [2020-12-18 19:21:40 main:581] : INFO : Epoch 1686 | loss: 0.0309762 | val_loss: 0.0312621 | Time: 1476.48 ms [2020-12-18 19:21:42 main:581] : INFO : Epoch 1687 | loss: 0.0309767 | val_loss: 0.0312683 | Time: 1480.12 ms [2020-12-18 19:21:43 main:581] : INFO : Epoch 1688 | loss: 0.0309667 | val_loss: 0.0312648 | Time: 1478.86 ms [2020-12-18 19:21:45 main:581] : INFO : Epoch 1689 | loss: 0.030975 | val_loss: 0.031261 | Time: 1459.19 ms [2020-12-18 19:21:46 main:581] : INFO : Epoch 1690 | loss: 0.0309842 | val_loss: 0.0312441 | Time: 1487.61 ms [2020-12-18 19:21:47 main:581] : INFO : Epoch 1691 | loss: 0.0309968 | val_loss: 0.0312516 | Time: 1478.18 ms [2020-12-18 19:21:49 main:581] : INFO : Epoch 1692 | loss: 0.0309776 | val_loss: 0.0312825 | Time: 1453.06 ms [2020-12-18 19:21:50 main:581] : INFO : Epoch 1693 | loss: 0.0309737 | val_loss: 0.0312707 | Time: 1477.57 ms [2020-12-18 19:21:52 main:581] : INFO : Epoch 1694 | loss: 0.0309712 | val_loss: 0.0312586 | Time: 1476.9 ms [2020-12-18 19:21:53 main:581] : INFO : Epoch 1695 | loss: 0.030967 | val_loss: 0.0312607 | Time: 1489.68 ms [2020-12-18 19:21:55 main:581] : INFO : Epoch 1696 | loss: 0.0309757 | val_loss: 0.0312699 | Time: 1471.66 ms [2020-12-18 19:21:56 main:581] : INFO : Epoch 1697 | loss: 0.0309856 | val_loss: 0.0312493 | Time: 1500.52 ms [2020-12-18 19:21:58 main:581] : INFO : Epoch 1698 | loss: 0.0309768 | val_loss: 0.0312883 | Time: 1507.56 ms [2020-12-18 19:21:59 main:581] : INFO : Epoch 1699 | loss: 0.0309878 | val_loss: 0.0312722 | Time: 1506.71 ms [2020-12-18 19:22:01 main:581] : INFO : Epoch 1700 | loss: 0.0309775 | val_loss: 0.0312526 | Time: 1498.57 ms [2020-12-18 19:22:02 main:581] : INFO : Epoch 1701 | loss: 0.0309792 | val_loss: 0.0312412 | Time: 1507.01 ms [2020-12-18 19:22:04 main:581] : INFO : Epoch 1702 | loss: 0.0309748 | val_loss: 0.031268 | Time: 1485.12 ms [2020-12-18 19:22:05 main:581] : INFO : Epoch 1703 | loss: 0.0309728 | val_loss: 0.0312852 | Time: 1487.38 ms [2020-12-18 19:22:07 main:581] : INFO : Epoch 1704 | loss: 0.0309756 | val_loss: 0.0312656 | Time: 1463.59 ms [2020-12-18 19:22:08 main:581] : INFO : Epoch 1705 | loss: 0.0309728 | val_loss: 0.0312545 | Time: 1478.32 ms [2020-12-18 19:22:10 main:581] : INFO : Epoch 1706 | loss: 0.03098 | val_loss: 0.0312486 | Time: 1476.98 ms [2020-12-18 19:22:11 main:581] : INFO : Epoch 1707 | loss: 0.0309955 | val_loss: 0.0312451 | Time: 1466.35 ms [2020-12-18 19:22:13 main:581] : INFO : Epoch 1708 | loss: 0.0309829 | val_loss: 0.0312533 | Time: 1491.79 ms [2020-12-18 19:22:14 main:581] : INFO : Epoch 1709 | loss: 0.0309707 | val_loss: 0.0312528 | Time: 1525.42 ms [2020-12-18 19:22:16 main:581] : INFO : Epoch 1710 | loss: 0.0309697 | val_loss: 0.0312663 | Time: 1460.42 ms [2020-12-18 19:22:17 main:581] : INFO : Epoch 1711 | loss: 0.0309711 | val_loss: 0.0312608 | Time: 1514.94 ms [2020-12-18 19:22:19 main:581] : INFO : Epoch 1712 | loss: 0.03098 | val_loss: 0.0312665 | Time: 1518.15 ms [2020-12-18 19:22:20 main:581] : INFO : Epoch 1713 | loss: 0.0309761 | val_loss: 0.0312525 | Time: 1525.59 ms [2020-12-18 19:22:22 main:581] : INFO : Epoch 1714 | loss: 0.030974 | val_loss: 0.031285 | Time: 1463.95 ms [2020-12-18 19:22:23 main:581] : INFO : Epoch 1715 | loss: 0.0309667 | val_loss: 0.0312876 | Time: 1457.13 ms [2020-12-18 19:22:25 main:581] : INFO : Epoch 1716 | loss: 0.0309628 | val_loss: 0.0312925 | Time: 1468.54 ms [2020-12-18 19:22:26 main:581] : INFO : Epoch 1717 | loss: 0.0309753 | val_loss: 0.0312582 | Time: 1444.09 ms [2020-12-18 19:22:28 main:581] : INFO : Epoch 1718 | loss: 0.0309708 | val_loss: 0.0312353 | Time: 1469.33 ms [2020-12-18 19:22:29 main:581] : INFO : Epoch 1719 | loss: 0.0309718 | val_loss: 0.0312754 | Time: 1503.66 ms [2020-12-18 19:22:31 main:581] : INFO : Epoch 1720 | loss: 0.0309799 | val_loss: 0.0312485 | Time: 1476.17 ms [2020-12-18 19:22:32 main:581] : INFO : Epoch 1721 | loss: 0.0309786 | val_loss: 0.0312512 | Time: 1466.29 ms [2020-12-18 19:22:34 main:581] : INFO : Epoch 1722 | loss: 0.0309744 | val_loss: 0.0312589 | Time: 1476.47 ms [2020-12-18 19:22:35 main:581] : INFO : Epoch 1723 | loss: 0.0309765 | val_loss: 0.0312516 | Time: 1482.19 ms [2020-12-18 19:22:36 main:581] : INFO : Epoch 1724 | loss: 0.0309708 | val_loss: 0.0312654 | Time: 1483.69 ms [2020-12-18 19:22:38 main:581] : INFO : Epoch 1725 | loss: 0.0309869 | val_loss: 0.0312302 | Time: 1491.36 ms [2020-12-18 19:22:39 main:581] : INFO : Epoch 1726 | loss: 0.0309854 | val_loss: 0.0312388 | Time: 1491.5 ms [2020-12-18 19:22:41 main:581] : INFO : Epoch 1727 | loss: 0.0309716 | val_loss: 0.0312587 | Time: 1435.9 ms [2020-12-18 19:22:42 main:581] : INFO : Epoch 1728 | loss: 0.0309681 | val_loss: 0.031283 | Time: 1504.1 ms [2020-12-18 19:22:44 main:581] : INFO : Epoch 1729 | loss: 0.0309771 | val_loss: 0.0312668 | Time: 1471.84 ms [2020-12-18 19:22:45 main:581] : INFO : Epoch 1730 | loss: 0.0309685 | val_loss: 0.0312652 | Time: 1493.14 ms [2020-12-18 19:22:47 main:581] : INFO : Epoch 1731 | loss: 0.0309683 | val_loss: 0.031244 | Time: 1509.87 ms [2020-12-18 19:22:48 main:581] : INFO : Epoch 1732 | loss: 0.0309702 | val_loss: 0.0312666 | Time: 1498.81 ms [2020-12-18 19:22:50 main:581] : INFO : Epoch 1733 | loss: 0.0309728 | val_loss: 0.0312258 | Time: 1460.62 ms [2020-12-18 19:22:51 main:581] : INFO : Epoch 1734 | loss: 0.0309846 | val_loss: 0.0312593 | Time: 1471.15 ms [2020-12-18 19:22:53 main:581] : INFO : Epoch 1735 | loss: 0.0309753 | val_loss: 0.0312374 | Time: 1456.41 ms [2020-12-18 19:22:54 main:581] : INFO : Epoch 1736 | loss: 0.030985 | val_loss: 0.0312738 | Time: 1484.77 ms [2020-12-18 19:22:56 main:581] : INFO : Epoch 1737 | loss: 0.0309745 | val_loss: 0.0312698 | Time: 1485.52 ms [2020-12-18 19:22:57 main:581] : INFO : Epoch 1738 | loss: 0.0309679 | val_loss: 0.031245 | Time: 1493.61 ms [2020-12-18 19:22:59 main:581] : INFO : Epoch 1739 | loss: 0.0309739 | val_loss: 0.0312547 | Time: 1486.61 ms [2020-12-18 19:23:00 main:581] : INFO : Epoch 1740 | loss: 0.030976 | val_loss: 0.0312418 | Time: 1493.06 ms [2020-12-18 19:23:02 main:581] : INFO : Epoch 1741 | loss: 0.0309859 | val_loss: 0.0312596 | Time: 1489.35 ms [2020-12-18 19:23:03 main:581] : INFO : Epoch 1742 | loss: 0.0309826 | val_loss: 0.0312638 | Time: 1467.19 ms [2020-12-18 19:23:05 main:581] : INFO : Epoch 1743 | loss: 0.0310013 | val_loss: 0.0312968 | Time: 1488.34 ms [2020-12-18 19:23:06 main:581] : INFO : Epoch 1744 | loss: 0.0310091 | val_loss: 0.0312718 | Time: 1511.92 ms [2020-12-18 19:23:08 main:581] : INFO : Epoch 1745 | loss: 0.030984 | val_loss: 0.0312345 | Time: 1494.82 ms [2020-12-18 19:23:09 main:581] : INFO : Epoch 1746 | loss: 0.0309741 | val_loss: 0.0312617 | Time: 1468.92 ms [2020-12-18 19:23:11 main:581] : INFO : Epoch 1747 | loss: 0.0309756 | val_loss: 0.0312435 | Time: 1469.39 ms [2020-12-18 19:23:12 main:581] : INFO : Epoch 1748 | loss: 0.0309745 | val_loss: 0.0312593 | Time: 1472.43 ms [2020-12-18 19:23:14 main:581] : INFO : Epoch 1749 | loss: 0.0309804 | val_loss: 0.0312647 | Time: 1488.32 ms [2020-12-18 19:23:15 main:581] : INFO : Epoch 1750 | loss: 0.0309717 | val_loss: 0.031285 | Time: 1474.38 ms [2020-12-18 19:23:16 main:581] : INFO : Epoch 1751 | loss: 0.0309633 | val_loss: 0.0312609 | Time: 1468.28 ms [2020-12-18 19:23:18 main:581] : INFO : Epoch 1752 | loss: 0.0309748 | val_loss: 0.0312626 | Time: 1471.29 ms [2020-12-18 19:23:19 main:581] : INFO : Epoch 1753 | loss: 0.0309793 | val_loss: 0.0312632 | Time: 1488.16 ms [2020-12-18 19:23:21 main:581] : INFO : Epoch 1754 | loss: 0.0309825 | val_loss: 0.0312582 | Time: 1478.39 ms [2020-12-18 19:23:22 main:581] : INFO : Epoch 1755 | loss: 0.0309748 | val_loss: 0.0312647 | Time: 1478.24 ms [2020-12-18 19:23:24 main:581] : INFO : Epoch 1756 | loss: 0.0309758 | val_loss: 0.0312409 | Time: 1473.04 ms [2020-12-18 19:23:25 main:581] : INFO : Epoch 1757 | loss: 0.0309766 | val_loss: 0.0312652 | Time: 1489.19 ms [2020-12-18 19:23:27 main:581] : INFO : Epoch 1758 | loss: 0.0309717 | val_loss: 0.0312593 | Time: 1450.18 ms [2020-12-18 19:23:28 main:581] : INFO : Epoch 1759 | loss: 0.0309725 | val_loss: 0.0312666 | Time: 1508.94 ms [2020-12-18 19:23:30 main:581] : INFO : Epoch 1760 | loss: 0.0309751 | val_loss: 0.0312769 | Time: 1482.5 ms [2020-12-18 19:23:31 main:581] : INFO : Epoch 1761 | loss: 0.0309831 | val_loss: 0.0312778 | Time: 1458.06 ms [2020-12-18 19:23:33 main:581] : INFO : Epoch 1762 | loss: 0.0309762 | val_loss: 0.0312649 | Time: 1478.17 ms [2020-12-18 19:23:34 main:581] : INFO : Epoch 1763 | loss: 0.0309666 | val_loss: 0.0312952 | Time: 1489.05 ms [2020-12-18 19:23:36 main:581] : INFO : Epoch 1764 | loss: 0.0309666 | val_loss: 0.031269 | Time: 1483.99 ms [2020-12-18 19:23:37 main:581] : INFO : Epoch 1765 | loss: 0.0309751 | val_loss: 0.0312283 | Time: 1440.91 ms [2020-12-18 19:23:39 main:581] : INFO : Epoch 1766 | loss: 0.0309937 | val_loss: 0.0312256 | Time: 1495.65 ms [2020-12-18 19:23:40 main:581] : INFO : Epoch 1767 | loss: 0.0309869 | val_loss: 0.0312501 | Time: 1448.31 ms [2020-12-18 19:23:42 main:581] : INFO : Epoch 1768 | loss: 0.0309798 | val_loss: 0.0312724 | Time: 1505.1 ms [2020-12-18 19:23:43 main:581] : INFO : Epoch 1769 | loss: 0.0309859 | val_loss: 0.0312576 | Time: 1492.78 ms [2020-12-18 19:23:45 main:581] : INFO : Epoch 1770 | loss: 0.0309782 | val_loss: 0.0312655 | Time: 1491.04 ms [2020-12-18 19:23:46 main:581] : INFO : Epoch 1771 | loss: 0.0309735 | val_loss: 0.0312746 | Time: 1510.78 ms [2020-12-18 19:23:48 main:581] : INFO : Epoch 1772 | loss: 0.0309749 | val_loss: 0.031272 | Time: 1464.51 ms [2020-12-18 19:23:49 main:581] : INFO : Epoch 1773 | loss: 0.030976 | val_loss: 0.0312861 | Time: 1460.37 ms [2020-12-18 19:23:51 main:581] : INFO : Epoch 1774 | loss: 0.0309743 | val_loss: 0.0312686 | Time: 1478.04 ms [2020-12-18 19:23:52 main:581] : INFO : Epoch 1775 | loss: 0.0309748 | val_loss: 0.0312594 | Time: 1459.28 ms [2020-12-18 19:23:53 main:581] : INFO : Epoch 1776 | loss: 0.0309734 | val_loss: 0.0312665 | Time: 1484.59 ms [2020-12-18 19:23:55 main:581] : INFO : Epoch 1777 | loss: 0.0309738 | val_loss: 0.0312802 | Time: 1497.87 ms [2020-12-18 19:23:56 main:581] : INFO : Epoch 1778 | loss: 0.0309775 | val_loss: 0.0312602 | Time: 1486.37 ms [2020-12-18 19:23:58 main:581] : INFO : Epoch 1779 | loss: 0.0309749 | val_loss: 0.0312687 | Time: 1492.09 ms [2020-12-18 19:23:59 main:581] : INFO : Epoch 1780 | loss: 0.0309708 | val_loss: 0.0312717 | Time: 1488.54 ms [2020-12-18 19:24:01 main:581] : INFO : Epoch 1781 | loss: 0.0309725 | val_loss: 0.0312669 | Time: 1506.5 ms [2020-12-18 19:24:02 main:581] : INFO : Epoch 1782 | loss: 0.0309765 | val_loss: 0.0312475 | Time: 1438.72 ms [2020-12-18 19:24:04 main:581] : INFO : Epoch 1783 | loss: 0.0309686 | val_loss: 0.0312656 | Time: 1436.46 ms [2020-12-18 19:24:05 main:581] : INFO : Epoch 1784 | loss: 0.03097 | val_loss: 0.0312838 | Time: 1433.57 ms [2020-12-18 19:24:07 main:581] : INFO : Epoch 1785 | loss: 0.0309722 | val_loss: 0.0312614 | Time: 1440.32 ms [2020-12-18 19:24:08 main:581] : INFO : Epoch 1786 | loss: 0.0309749 | val_loss: 0.0312464 | Time: 1491.09 ms [2020-12-18 19:24:10 main:581] : INFO : Epoch 1787 | loss: 0.0310023 | val_loss: 0.0312542 | Time: 1480.79 ms [2020-12-18 19:24:11 main:581] : INFO : Epoch 1788 | loss: 0.0309847 | val_loss: 0.0312596 | Time: 1506.59 ms [2020-12-18 19:24:13 main:581] : INFO : Epoch 1789 | loss: 0.0309828 | val_loss: 0.031276 | Time: 1450.1 ms [2020-12-18 19:24:14 main:581] : INFO : Epoch 1790 | loss: 0.0309743 | val_loss: 0.0312485 | Time: 1453.89 ms [2020-12-18 19:24:16 main:581] : INFO : Epoch 1791 | loss: 0.0309702 | val_loss: 0.0312479 | Time: 1495.14 ms [2020-12-18 19:24:17 main:581] : INFO : Epoch 1792 | loss: 0.0309762 | val_loss: 0.0312705 | Time: 1490.68 ms [2020-12-18 19:24:19 main:581] : INFO : Epoch 1793 | loss: 0.0309724 | val_loss: 0.0312853 | Time: 1461.82 ms [2020-12-18 19:24:20 main:581] : INFO : Epoch 1794 | loss: 0.030968 | val_loss: 0.0312703 | Time: 1478.27 ms [2020-12-18 19:24:21 main:581] : INFO : Epoch 1795 | loss: 0.0309717 | val_loss: 0.0312507 | Time: 1478.09 ms [2020-12-18 19:24:23 main:581] : INFO : Epoch 1796 | loss: 0.0309772 | val_loss: 0.0312697 | Time: 1459.95 ms [2020-12-18 19:24:24 main:581] : INFO : Epoch 1797 | loss: 0.0309778 | val_loss: 0.0312661 | Time: 1482.29 ms [2020-12-18 19:24:26 main:581] : INFO : Epoch 1798 | loss: 0.0309831 | val_loss: 0.0312672 | Time: 1510.83 ms [2020-12-18 19:24:27 main:581] : INFO : Epoch 1799 | loss: 0.0309777 | val_loss: 0.0312871 | Time: 1460.73 ms [2020-12-18 19:24:29 main:581] : INFO : Epoch 1800 | loss: 0.0309803 | val_loss: 0.031237 | Time: 1458.71 ms [2020-12-18 19:24:30 main:581] : INFO : Epoch 1801 | loss: 0.0309706 | val_loss: 0.0312702 | Time: 1471.29 ms [2020-12-18 19:24:32 main:581] : INFO : Epoch 1802 | loss: 0.0309671 | val_loss: 0.031255 | Time: 1499.27 ms [2020-12-18 19:24:33 main:581] : INFO : Epoch 1803 | loss: 0.0309694 | val_loss: 0.0312492 | Time: 1469.48 ms [2020-12-18 19:24:35 main:581] : INFO : Epoch 1804 | loss: 0.0309672 | val_loss: 0.0312351 | Time: 1481.42 ms [2020-12-18 19:24:36 main:581] : INFO : Epoch 1805 | loss: 0.0309763 | val_loss: 0.0312396 | Time: 1460.78 ms [2020-12-18 19:24:38 main:581] : INFO : Epoch 1806 | loss: 0.0309743 | val_loss: 0.0312622 | Time: 1505.64 ms [2020-12-18 19:24:39 main:581] : INFO : Epoch 1807 | loss: 0.0309945 | val_loss: 0.0312437 | Time: 1486.55 ms [2020-12-18 19:24:41 main:581] : INFO : Epoch 1808 | loss: 0.0309918 | val_loss: 0.0312473 | Time: 1447.21 ms [2020-12-18 19:24:42 main:581] : INFO : Epoch 1809 | loss: 0.0310129 | val_loss: 0.0312434 | Time: 1478.86 ms [2020-12-18 19:24:44 main:581] : INFO : Epoch 1810 | loss: 0.0309966 | val_loss: 0.0312524 | Time: 1483.83 ms [2020-12-18 19:24:45 main:581] : INFO : Epoch 1811 | loss: 0.030981 | val_loss: 0.0312499 | Time: 1508.29 ms [2020-12-18 19:24:47 main:581] : INFO : Epoch 1812 | loss: 0.0309749 | val_loss: 0.0312586 | Time: 1457.68 ms [2020-12-18 19:24:48 main:581] : INFO : Epoch 1813 | loss: 0.0309737 | val_loss: 0.0312432 | Time: 1490.94 ms [2020-12-18 19:24:50 main:581] : INFO : Epoch 1814 | loss: 0.0309677 | val_loss: 0.0312715 | Time: 1503.07 ms [2020-12-18 19:24:51 main:581] : INFO : Epoch 1815 | loss: 0.0309639 | val_loss: 0.0312889 | Time: 1496.66 ms [2020-12-18 19:24:53 main:581] : INFO : Epoch 1816 | loss: 0.0309698 | val_loss: 0.0312742 | Time: 1470.6 ms [2020-12-18 19:24:54 main:581] : INFO : Epoch 1817 | loss: 0.0309747 | val_loss: 0.0312549 | Time: 1469.03 ms [2020-12-18 19:24:56 main:581] : INFO : Epoch 1818 | loss: 0.0309687 | val_loss: 0.0312417 | Time: 1518.19 ms [2020-12-18 19:24:57 main:581] : INFO : Epoch 1819 | loss: 0.0309847 | val_loss: 0.0312244 | Time: 1438.93 ms [2020-12-18 19:24:58 main:581] : INFO : Epoch 1820 | loss: 0.0309799 | val_loss: 0.031252 | Time: 1489.93 ms [2020-12-18 19:25:00 main:581] : INFO : Epoch 1821 | loss: 0.0309704 | val_loss: 0.0312726 | Time: 1539.49 ms [2020-12-18 19:25:01 main:581] : INFO : Epoch 1822 | loss: 0.0309683 | val_loss: 0.0312662 | Time: 1481.01 ms [2020-12-18 19:25:03 main:581] : INFO : Epoch 1823 | loss: 0.0309707 | val_loss: 0.0312466 | Time: 1475.7 ms [2020-12-18 19:25:04 main:581] : INFO : Epoch 1824 | loss: 0.0309677 | val_loss: 0.0312856 | Time: 1454.76 ms [2020-12-18 19:25:06 main:581] : INFO : Epoch 1825 | loss: 0.0309753 | val_loss: 0.0312662 | Time: 1475.44 ms [2020-12-18 19:25:07 main:581] : INFO : Epoch 1826 | loss: 0.0309783 | val_loss: 0.0312551 | Time: 1459.87 ms [2020-12-18 19:25:09 main:581] : INFO : Epoch 1827 | loss: 0.0309712 | val_loss: 0.0312587 | Time: 1474.36 ms [2020-12-18 19:25:10 main:581] : INFO : Epoch 1828 | loss: 0.0309739 | val_loss: 0.0312405 | Time: 1476.87 ms [2020-12-18 19:25:12 main:581] : INFO : Epoch 1829 | loss: 0.0309722 | val_loss: 0.0312639 | Time: 1485.29 ms [2020-12-18 19:25:13 main:581] : INFO : Epoch 1830 | loss: 0.030973 | val_loss: 0.0312759 | Time: 1489.62 ms [2020-12-18 19:25:15 main:581] : INFO : Epoch 1831 | loss: 0.0309711 | val_loss: 0.0312714 | Time: 1485.56 ms [2020-12-18 19:25:16 main:581] : INFO : Epoch 1832 | loss: 0.0309712 | val_loss: 0.0312953 | Time: 1505.9 ms [2020-12-18 19:25:18 main:581] : INFO : Epoch 1833 | loss: 0.030969 | val_loss: 0.0312654 | Time: 1497.44 ms [2020-12-18 19:25:19 main:581] : INFO : Epoch 1834 | loss: 0.0309672 | val_loss: 0.0312481 | Time: 1495.19 ms [2020-12-18 19:25:21 main:581] : INFO : Epoch 1835 | loss: 0.0309725 | val_loss: 0.0312673 | Time: 1492.8 ms [2020-12-18 19:25:22 main:581] : INFO : Epoch 1836 | loss: 0.030973 | val_loss: 0.0312588 | Time: 1491.39 ms [2020-12-18 19:25:24 main:581] : INFO : Epoch 1837 | loss: 0.0309708 | val_loss: 0.0312612 | Time: 1496.55 ms [2020-12-18 19:25:25 main:581] : INFO : Epoch 1838 | loss: 0.0309757 | val_loss: 0.0312674 | Time: 1492.76 ms [2020-12-18 19:25:27 main:581] : INFO : Epoch 1839 | loss: 0.0309843 | val_loss: 0.0312254 | Time: 1539.2 ms [2020-12-18 19:25:28 main:581] : INFO : Epoch 1840 | loss: 0.0309964 | val_loss: 0.0312586 | Time: 1484.66 ms [2020-12-18 19:25:30 main:581] : INFO : Epoch 1841 | loss: 0.0309875 | val_loss: 0.0312671 | Time: 1495.37 ms [2020-12-18 19:25:31 main:581] : INFO : Epoch 1842 | loss: 0.0309718 | val_loss: 0.031274 | Time: 1494.61 ms [2020-12-18 19:25:33 main:581] : INFO : Epoch 1843 | loss: 0.030973 | val_loss: 0.0312557 | Time: 1479.35 ms [2020-12-18 19:25:34 main:581] : INFO : Epoch 1844 | loss: 0.0309695 | val_loss: 0.0312748 | Time: 1467.77 ms [2020-12-18 19:25:36 main:581] : INFO : Epoch 1845 | loss: 0.030972 | val_loss: 0.0312642 | Time: 1492.17 ms [2020-12-18 19:25:37 main:581] : INFO : Epoch 1846 | loss: 0.0309714 | val_loss: 0.0312466 | Time: 1473.62 ms [2020-12-18 19:25:39 main:581] : INFO : Epoch 1847 | loss: 0.0309763 | val_loss: 0.0312476 | Time: 1452.52 ms [2020-12-18 19:25:40 main:581] : INFO : Epoch 1848 | loss: 0.0309754 | val_loss: 0.0312658 | Time: 1480.82 ms [2020-12-18 19:25:42 main:581] : INFO : Epoch 1849 | loss: 0.0309761 | val_loss: 0.0312509 | Time: 1497.53 ms [2020-12-18 19:25:43 main:581] : INFO : Epoch 1850 | loss: 0.0309744 | val_loss: 0.0312921 | Time: 1485.26 ms [2020-12-18 19:25:45 main:581] : INFO : Epoch 1851 | loss: 0.0309888 | val_loss: 0.0312408 | Time: 1488.28 ms [2020-12-18 19:25:46 main:581] : INFO : Epoch 1852 | loss: 0.030992 | val_loss: 0.031265 | Time: 1490.36 ms [2020-12-18 19:25:48 main:581] : INFO : Epoch 1853 | loss: 0.0309724 | val_loss: 0.0312832 | Time: 1467.95 ms [2020-12-18 19:25:49 main:581] : INFO : Epoch 1854 | loss: 0.0309696 | val_loss: 0.0312601 | Time: 1487.04 ms [2020-12-18 19:25:51 main:581] : INFO : Epoch 1855 | loss: 0.0309796 | val_loss: 0.0312665 | Time: 1500.03 ms [2020-12-18 19:25:52 main:581] : INFO : Epoch 1856 | loss: 0.0309722 | val_loss: 0.0312647 | Time: 1506.28 ms [2020-12-18 19:25:54 main:581] : INFO : Epoch 1857 | loss: 0.0309703 | val_loss: 0.0312482 | Time: 1498.26 ms [2020-12-18 19:25:55 main:581] : INFO : Epoch 1858 | loss: 0.0309773 | val_loss: 0.0312674 | Time: 1482.54 ms [2020-12-18 19:25:56 main:581] : INFO : Epoch 1859 | loss: 0.030979 | val_loss: 0.0312751 | Time: 1479.46 ms [2020-12-18 19:25:58 main:581] : INFO : Epoch 1860 | loss: 0.0309729 | val_loss: 0.0312533 | Time: 1506.19 ms [2020-12-18 19:25:59 main:581] : INFO : Epoch 1861 | loss: 0.0309666 | val_loss: 0.0312933 | Time: 1477.44 ms [2020-12-18 19:26:01 main:581] : INFO : Epoch 1862 | loss: 0.0309691 | val_loss: 0.0312668 | Time: 1506.18 ms [2020-12-18 19:26:02 main:581] : INFO : Epoch 1863 | loss: 0.0309782 | val_loss: 0.0312515 | Time: 1513.18 ms [2020-12-18 19:26:04 main:581] : INFO : Epoch 1864 | loss: 0.0309671 | val_loss: 0.0312635 | Time: 1472.31 ms [2020-12-18 19:26:05 main:581] : INFO : Epoch 1865 | loss: 0.0309715 | val_loss: 0.0312572 | Time: 1487.76 ms [2020-12-18 19:26:07 main:581] : INFO : Epoch 1866 | loss: 0.0309631 | val_loss: 0.0312806 | Time: 1449.35 ms [2020-12-18 19:26:08 main:581] : INFO : Epoch 1867 | loss: 0.030968 | val_loss: 0.0312902 | Time: 1459.85 ms [2020-12-18 19:26:10 main:581] : INFO : Epoch 1868 | loss: 0.0309744 | val_loss: 0.0312824 | Time: 1484.27 ms [2020-12-18 19:26:11 main:581] : INFO : Epoch 1869 | loss: 0.0309782 | val_loss: 0.0312657 | Time: 1488.63 ms [2020-12-18 19:26:13 main:581] : INFO : Epoch 1870 | loss: 0.0309783 | val_loss: 0.0312232 | Time: 1494.21 ms [2020-12-18 19:26:14 main:581] : INFO : Epoch 1871 | loss: 0.0309767 | val_loss: 0.0312725 | Time: 1445.86 ms [2020-12-18 19:26:16 main:581] : INFO : Epoch 1872 | loss: 0.0309738 | val_loss: 0.0312598 | Time: 1485.28 ms [2020-12-18 19:26:17 main:581] : INFO : Epoch 1873 | loss: 0.0309699 | val_loss: 0.031265 | Time: 1501.17 ms [2020-12-18 19:26:19 main:581] : INFO : Epoch 1874 | loss: 0.0309744 | val_loss: 0.0312421 | Time: 1482.63 ms [2020-12-18 19:26:20 main:581] : INFO : Epoch 1875 | loss: 0.0309726 | val_loss: 0.0312937 | Time: 1470.5 ms [2020-12-18 19:26:22 main:581] : INFO : Epoch 1876 | loss: 0.030976 | val_loss: 0.0312726 | Time: 1490.99 ms [2020-12-18 19:26:23 main:581] : INFO : Epoch 1877 | loss: 0.0309699 | val_loss: 0.0312495 | Time: 1471.22 ms [2020-12-18 19:26:25 main:581] : INFO : Epoch 1878 | loss: 0.0309845 | val_loss: 0.0312551 | Time: 1457.25 ms [2020-12-18 19:26:26 main:581] : INFO : Epoch 1879 | loss: 0.03098 | val_loss: 0.0312743 | Time: 1490.4 ms [2020-12-18 19:26:28 main:581] : INFO : Epoch 1880 | loss: 0.0309735 | val_loss: 0.0312645 | Time: 1502.91 ms [2020-12-18 19:26:29 main:581] : INFO : Epoch 1881 | loss: 0.0309711 | val_loss: 0.0312447 | Time: 1484.76 ms [2020-12-18 19:26:31 main:581] : INFO : Epoch 1882 | loss: 0.0309722 | val_loss: 0.0312624 | Time: 1463.9 ms [2020-12-18 19:26:32 main:581] : INFO : Epoch 1883 | loss: 0.0309652 | val_loss: 0.0312493 | Time: 1475.7 ms [2020-12-18 19:26:34 main:581] : INFO : Epoch 1884 | loss: 0.0309745 | val_loss: 0.0312624 | Time: 1461.46 ms [2020-12-18 19:26:35 main:581] : INFO : Epoch 1885 | loss: 0.0309797 | val_loss: 0.0312371 | Time: 1476.03 ms [2020-12-18 19:26:36 main:581] : INFO : Epoch 1886 | loss: 0.0309805 | val_loss: 0.0312712 | Time: 1492.89 ms [2020-12-18 19:26:38 main:581] : INFO : Epoch 1887 | loss: 0.0309831 | val_loss: 0.0312637 | Time: 1488.3 ms [2020-12-18 19:26:39 main:581] : INFO : Epoch 1888 | loss: 0.0309748 | val_loss: 0.0312541 | Time: 1475.69 ms [2020-12-18 19:26:41 main:581] : INFO : Epoch 1889 | loss: 0.0309783 | val_loss: 0.0312494 | Time: 1504 ms [2020-12-18 19:26:42 main:581] : INFO : Epoch 1890 | loss: 0.030973 | val_loss: 0.0312629 | Time: 1514.87 ms [2020-12-18 19:26:44 main:581] : INFO : Epoch 1891 | loss: 0.0309731 | val_loss: 0.0312807 | Time: 1476.61 ms [2020-12-18 19:26:45 main:581] : INFO : Epoch 1892 | loss: 0.0309756 | val_loss: 0.0312347 | Time: 1470.77 ms [2020-12-18 19:26:47 main:581] : INFO : Epoch 1893 | loss: 0.0309832 | val_loss: 0.03127 | Time: 1477.53 ms [2020-12-18 19:26:48 main:581] : INFO : Epoch 1894 | loss: 0.0309702 | val_loss: 0.0312618 | Time: 1467.76 ms [2020-12-18 19:26:50 main:581] : INFO : Epoch 1895 | loss: 0.0309688 | val_loss: 0.0312376 | Time: 1474.61 ms [2020-12-18 19:26:51 main:581] : INFO : Epoch 1896 | loss: 0.0309721 | val_loss: 0.0312543 | Time: 1457.89 ms [2020-12-18 19:26:53 main:581] : INFO : Epoch 1897 | loss: 0.0309708 | val_loss: 0.031258 | Time: 1474.78 ms [2020-12-18 19:26:54 main:581] : INFO : Epoch 1898 | loss: 0.0309765 | val_loss: 0.0312668 | Time: 1467.91 ms [2020-12-18 19:26:56 main:581] : INFO : Epoch 1899 | loss: 0.0309742 | val_loss: 0.0312561 | Time: 1462.54 ms [2020-12-18 19:26:57 main:581] : INFO : Epoch 1900 | loss: 0.0309734 | val_loss: 0.0312398 | Time: 1478.95 ms [2020-12-18 19:26:59 main:581] : INFO : Epoch 1901 | loss: 0.0309733 | val_loss: 0.0312706 | Time: 1464.35 ms [2020-12-18 19:27:00 main:581] : INFO : Epoch 1902 | loss: 0.0309724 | val_loss: 0.0312543 | Time: 1493.92 ms [2020-12-18 19:27:02 main:581] : INFO : Epoch 1903 | loss: 0.0309815 | val_loss: 0.031242 | Time: 1469.32 ms [2020-12-18 19:27:03 main:581] : INFO : Epoch 1904 | loss: 0.0309719 | val_loss: 0.0312726 | Time: 1466.03 ms [2020-12-18 19:27:05 main:581] : INFO : Epoch 1905 | loss: 0.030975 | val_loss: 0.0312803 | Time: 1513.22 ms [2020-12-18 19:27:06 main:581] : INFO : Epoch 1906 | loss: 0.030969 | val_loss: 0.0312664 | Time: 1468.68 ms [2020-12-18 19:27:08 main:581] : INFO : Epoch 1907 | loss: 0.0309618 | val_loss: 0.0312591 | Time: 1482.17 ms [2020-12-18 19:27:09 main:581] : INFO : Epoch 1908 | loss: 0.0309675 | val_loss: 0.0312495 | Time: 1456.34 ms [2020-12-18 19:27:11 main:581] : INFO : Epoch 1909 | loss: 0.0309877 | val_loss: 0.0312771 | Time: 1502.75 ms [2020-12-18 19:27:12 main:581] : INFO : Epoch 1910 | loss: 0.0309763 | val_loss: 0.0312625 | Time: 1439.95 ms [2020-12-18 19:27:13 main:581] : INFO : Epoch 1911 | loss: 0.03097 | val_loss: 0.0312647 | Time: 1483.67 ms [2020-12-18 19:27:15 main:581] : INFO : Epoch 1912 | loss: 0.0309704 | val_loss: 0.0312576 | Time: 1495.78 ms [2020-12-18 19:27:16 main:581] : INFO : Epoch 1913 | loss: 0.0309716 | val_loss: 0.0312412 | Time: 1510.9 ms [2020-12-18 19:27:18 main:581] : INFO : Epoch 1914 | loss: 0.030978 | val_loss: 0.0312389 | Time: 1501.2 ms [2020-12-18 19:27:19 main:581] : INFO : Epoch 1915 | loss: 0.0309749 | val_loss: 0.0312234 | Time: 1492.17 ms [2020-12-18 19:27:21 main:581] : INFO : Epoch 1916 | loss: 0.0309848 | val_loss: 0.0312382 | Time: 1516.06 ms [2020-12-18 19:27:22 main:581] : INFO : Epoch 1917 | loss: 0.0309945 | val_loss: 0.0312443 | Time: 1501.44 ms [2020-12-18 19:27:24 main:581] : INFO : Epoch 1918 | loss: 0.0309834 | val_loss: 0.0312893 | Time: 1518.05 ms [2020-12-18 19:27:25 main:581] : INFO : Epoch 1919 | loss: 0.0309717 | val_loss: 0.0312928 | Time: 1470.68 ms [2020-12-18 19:27:27 main:581] : INFO : Epoch 1920 | loss: 0.0309643 | val_loss: 0.03129 | Time: 1491.14 ms [2020-12-18 19:27:28 main:581] : INFO : Epoch 1921 | loss: 0.0309672 | val_loss: 0.0312891 | Time: 1509.45 ms [2020-12-18 19:27:30 main:581] : INFO : Epoch 1922 | loss: 0.0309699 | val_loss: 0.031267 | Time: 1496.01 ms [2020-12-18 19:27:31 main:581] : INFO : Epoch 1923 | loss: 0.030974 | val_loss: 0.031274 | Time: 1496.58 ms [2020-12-18 19:27:33 main:581] : INFO : Epoch 1924 | loss: 0.0309743 | val_loss: 0.0312361 | Time: 1471.21 ms [2020-12-18 19:27:34 main:581] : INFO : Epoch 1925 | loss: 0.0309714 | val_loss: 0.0312651 | Time: 1462.76 ms [2020-12-18 19:27:36 main:581] : INFO : Epoch 1926 | loss: 0.0309761 | val_loss: 0.0312835 | Time: 1500.7 ms [2020-12-18 19:27:37 main:581] : INFO : Epoch 1927 | loss: 0.0309845 | val_loss: 0.0312323 | Time: 1480.89 ms [2020-12-18 19:27:39 main:581] : INFO : Epoch 1928 | loss: 0.0309759 | val_loss: 0.0312579 | Time: 1470.43 ms [2020-12-18 19:27:40 main:581] : INFO : Epoch 1929 | loss: 0.0309673 | val_loss: 0.0312515 | Time: 1496.04 ms [2020-12-18 19:27:42 main:581] : INFO : Epoch 1930 | loss: 0.0309692 | val_loss: 0.0312549 | Time: 1458.2 ms [2020-12-18 19:27:43 main:581] : INFO : Epoch 1931 | loss: 0.0309777 | val_loss: 0.0312424 | Time: 1455.05 ms [2020-12-18 19:27:45 main:581] : INFO : Epoch 1932 | loss: 0.0309803 | val_loss: 0.0312603 | Time: 1462.45 ms [2020-12-18 19:27:46 main:581] : INFO : Epoch 1933 | loss: 0.0309725 | val_loss: 0.0312635 | Time: 1464.57 ms [2020-12-18 19:27:48 main:581] : INFO : Epoch 1934 | loss: 0.030981 | val_loss: 0.0312595 | Time: 1460.86 ms [2020-12-18 19:27:49 main:581] : INFO : Epoch 1935 | loss: 0.030987 | val_loss: 0.0312601 | Time: 1493.07 ms [2020-12-18 19:27:51 main:581] : INFO : Epoch 1936 | loss: 0.0309697 | val_loss: 0.0312419 | Time: 1467.06 ms [2020-12-18 19:27:52 main:581] : INFO : Epoch 1937 | loss: 0.030972 | val_loss: 0.0312655 | Time: 1496.99 ms [2020-12-18 19:27:54 main:581] : INFO : Epoch 1938 | loss: 0.0309696 | val_loss: 0.0312726 | Time: 1449.01 ms [2020-12-18 19:27:55 main:581] : INFO : Epoch 1939 | loss: 0.0309696 | val_loss: 0.0312759 | Time: 1478.74 ms [2020-12-18 19:27:56 main:581] : INFO : Epoch 1940 | loss: 0.030974 | val_loss: 0.031273 | Time: 1487.39 ms [2020-12-18 19:27:58 main:581] : INFO : Epoch 1941 | loss: 0.0309774 | val_loss: 0.0312528 | Time: 1445.54 ms [2020-12-18 19:27:59 main:581] : INFO : Epoch 1942 | loss: 0.0309743 | val_loss: 0.0312498 | Time: 1444.35 ms [2020-12-18 19:28:01 main:581] : INFO : Epoch 1943 | loss: 0.0309763 | val_loss: 0.0312292 | Time: 1419.46 ms [2020-12-18 19:28:02 main:581] : INFO : Epoch 1944 | loss: 0.030976 | val_loss: 0.0312525 | Time: 1478.44 ms [2020-12-18 19:28:04 main:581] : INFO : Epoch 1945 | loss: 0.0309784 | val_loss: 0.0312532 | Time: 1478.12 ms [2020-12-18 19:28:05 main:581] : INFO : Epoch 1946 | loss: 0.0309719 | val_loss: 0.0312531 | Time: 1502.46 ms [2020-12-18 19:28:07 main:581] : INFO : Epoch 1947 | loss: 0.0309623 | val_loss: 0.031281 | Time: 1478.69 ms [2020-12-18 19:28:08 main:581] : INFO : Epoch 1948 | loss: 0.0309645 | val_loss: 0.0312816 | Time: 1447.43 ms [2020-12-18 19:28:10 main:581] : INFO : Epoch 1949 | loss: 0.0309711 | val_loss: 0.0312675 | Time: 1479.63 ms [2020-12-18 19:28:11 main:581] : INFO : Epoch 1950 | loss: 0.0309791 | val_loss: 0.0312515 | Time: 1507.14 ms [2020-12-18 19:28:13 main:581] : INFO : Epoch 1951 | loss: 0.0310052 | val_loss: 0.0312281 | Time: 1472.13 ms [2020-12-18 19:28:14 main:581] : INFO : Epoch 1952 | loss: 0.0310025 | val_loss: 0.0312348 | Time: 1452.53 ms [2020-12-18 19:28:16 main:581] : INFO : Epoch 1953 | loss: 0.030987 | val_loss: 0.0312683 | Time: 1432.38 ms [2020-12-18 19:28:17 main:581] : INFO : Epoch 1954 | loss: 0.030975 | val_loss: 0.0312717 | Time: 1492.41 ms [2020-12-18 19:28:18 main:581] : INFO : Epoch 1955 | loss: 0.0309707 | val_loss: 0.0312968 | Time: 1446.22 ms [2020-12-18 19:28:20 main:581] : INFO : Epoch 1956 | loss: 0.0309692 | val_loss: 0.0312558 | Time: 1501.5 ms [2020-12-18 19:28:21 main:581] : INFO : Epoch 1957 | loss: 0.0309718 | val_loss: 0.0312311 | Time: 1508.29 ms [2020-12-18 19:28:23 main:581] : INFO : Epoch 1958 | loss: 0.0309779 | val_loss: 0.0312716 | Time: 1458.41 ms [2020-12-18 19:28:24 main:581] : INFO : Epoch 1959 | loss: 0.0309749 | val_loss: 0.0312707 | Time: 1472.13 ms [2020-12-18 19:28:26 main:581] : INFO : Epoch 1960 | loss: 0.0309772 | val_loss: 0.0312522 | Time: 1483.42 ms [2020-12-18 19:28:27 main:581] : INFO : Epoch 1961 | loss: 0.0309738 | val_loss: 0.0312897 | Time: 1434.04 ms [2020-12-18 19:28:29 main:581] : INFO : Epoch 1962 | loss: 0.0309727 | val_loss: 0.0312506 | Time: 1457.86 ms [2020-12-18 19:28:30 main:581] : INFO : Epoch 1963 | loss: 0.0309658 | val_loss: 0.031274 | Time: 1487.81 ms [2020-12-18 19:28:32 main:581] : INFO : Epoch 1964 | loss: 0.0309657 | val_loss: 0.0312982 | Time: 1480.27 ms [2020-12-18 19:28:33 main:581] : INFO : Epoch 1965 | loss: 0.030972 | val_loss: 0.0312573 | Time: 1483.73 ms [2020-12-18 19:28:35 main:581] : INFO : Epoch 1966 | loss: 0.0309709 | val_loss: 0.0312466 | Time: 1486.58 ms [2020-12-18 19:28:36 main:581] : INFO : Epoch 1967 | loss: 0.0309673 | val_loss: 0.03128 | Time: 1475.65 ms [2020-12-18 19:28:38 main:581] : INFO : Epoch 1968 | loss: 0.0309606 | val_loss: 0.0312798 | Time: 1462.44 ms [2020-12-18 19:28:39 main:581] : INFO : Epoch 1969 | loss: 0.0309612 | val_loss: 0.0312381 | Time: 1478.61 ms [2020-12-18 19:28:41 main:581] : INFO : Epoch 1970 | loss: 0.0309666 | val_loss: 0.0312622 | Time: 1518.81 ms [2020-12-18 19:28:42 main:581] : INFO : Epoch 1971 | loss: 0.0309623 | val_loss: 0.0312743 | Time: 1497.1 ms [2020-12-18 19:28:44 main:581] : INFO : Epoch 1972 | loss: 0.0309716 | val_loss: 0.0312549 | Time: 1486.49 ms [2020-12-18 19:28:45 main:581] : INFO : Epoch 1973 | loss: 0.0309712 | val_loss: 0.0312961 | Time: 1474.12 ms [2020-12-18 19:28:47 main:581] : INFO : Epoch 1974 | loss: 0.0309766 | val_loss: 0.0312458 | Time: 1464.75 ms [2020-12-18 19:28:48 main:581] : INFO : Epoch 1975 | loss: 0.0309673 | val_loss: 0.0312781 | Time: 1463.98 ms [2020-12-18 19:28:50 main:581] : INFO : Epoch 1976 | loss: 0.0309677 | val_loss: 0.0312729 | Time: 1476.17 ms [2020-12-18 19:28:51 main:581] : INFO : Epoch 1977 | loss: 0.0309715 | val_loss: 0.031254 | Time: 1504.5 ms [2020-12-18 19:28:53 main:581] : INFO : Epoch 1978 | loss: 0.0309735 | val_loss: 0.0312663 | Time: 1509.17 ms [2020-12-18 19:28:54 main:581] : INFO : Epoch 1979 | loss: 0.0309728 | val_loss: 0.0312769 | Time: 1486.88 ms [2020-12-18 19:28:56 main:581] : INFO : Epoch 1980 | loss: 0.0309724 | val_loss: 0.0312662 | Time: 1482.24 ms [2020-12-18 19:28:57 main:581] : INFO : Epoch 1981 | loss: 0.0309706 | val_loss: 0.0312616 | Time: 1475.52 ms [2020-12-18 19:28:58 main:581] : INFO : Epoch 1982 | loss: 0.0309739 | val_loss: 0.0312382 | Time: 1490.85 ms [2020-12-18 19:29:00 main:581] : INFO : Epoch 1983 | loss: 0.0309725 | val_loss: 0.0312479 | Time: 1495.48 ms [2020-12-18 19:29:01 main:581] : INFO : Epoch 1984 | loss: 0.030974 | val_loss: 0.0312927 | Time: 1464.94 ms [2020-12-18 19:29:03 main:581] : INFO : Epoch 1985 | loss: 0.0309698 | val_loss: 0.0312592 | Time: 1503.02 ms [2020-12-18 19:29:04 main:581] : INFO : Epoch 1986 | loss: 0.0309615 | val_loss: 0.0312572 | Time: 1425.26 ms [2020-12-18 19:29:06 main:581] : INFO : Epoch 1987 | loss: 0.0309657 | val_loss: 0.0312585 | Time: 1464.42 ms [2020-12-18 19:29:07 main:581] : INFO : Epoch 1988 | loss: 0.0309656 | val_loss: 0.0312608 | Time: 1446.4 ms [2020-12-18 19:29:09 main:581] : INFO : Epoch 1989 | loss: 0.0309715 | val_loss: 0.0312846 | Time: 1449.54 ms [2020-12-18 19:29:10 main:581] : INFO : Epoch 1990 | loss: 0.0309704 | val_loss: 0.0312677 | Time: 1470.71 ms [2020-12-18 19:29:12 main:581] : INFO : Epoch 1991 | loss: 0.0309758 | val_loss: 0.0312294 | Time: 1448.48 ms [2020-12-18 19:29:13 main:581] : INFO : Epoch 1992 | loss: 0.0309876 | val_loss: 0.0312618 | Time: 1474.03 ms [2020-12-18 19:29:15 main:581] : INFO : Epoch 1993 | loss: 0.0309784 | val_loss: 0.0312513 | Time: 1499.6 ms [2020-12-18 19:29:16 main:581] : INFO : Epoch 1994 | loss: 0.0309838 | val_loss: 0.031246 | Time: 1511.13 ms [2020-12-18 19:29:18 main:581] : INFO : Epoch 1995 | loss: 0.0309784 | val_loss: 0.03126 | Time: 1500.5 ms [2020-12-18 19:29:19 main:581] : INFO : Epoch 1996 | loss: 0.0309805 | val_loss: 0.0312383 | Time: 1474.66 ms [2020-12-18 19:29:21 main:581] : INFO : Epoch 1997 | loss: 0.0309846 | val_loss: 0.0312687 | Time: 1475.96 ms [2020-12-18 19:29:22 main:581] : INFO : Epoch 1998 | loss: 0.0309837 | val_loss: 0.031268 | Time: 1495.54 ms [2020-12-18 19:29:24 main:581] : INFO : Epoch 1999 | loss: 0.0309771 | val_loss: 0.0312735 | Time: 1488.52 ms [2020-12-18 19:29:25 main:581] : INFO : Epoch 2000 | loss: 0.0309689 | val_loss: 0.0312673 | Time: 1470.86 ms [2020-12-18 19:29:27 main:581] : INFO : Epoch 2001 | loss: 0.030971 | val_loss: 0.0312835 | Time: 1509.63 ms [2020-12-18 19:29:28 main:581] : INFO : Epoch 2002 | loss: 0.0309619 | val_loss: 0.0312778 | Time: 1492.2 ms [2020-12-18 19:29:30 main:581] : INFO : Epoch 2003 | loss: 0.0309663 | val_loss: 0.0312313 | Time: 1480.22 ms [2020-12-18 19:29:31 main:581] : INFO : Epoch 2004 | loss: 0.0309773 | val_loss: 0.0312551 | Time: 1477.84 ms [2020-12-18 19:29:32 main:581] : INFO : Epoch 2005 | loss: 0.0309823 | val_loss: 0.0312775 | Time: 1479.36 ms [2020-12-18 19:29:34 main:581] : INFO : Epoch 2006 | loss: 0.0309795 | val_loss: 0.0312662 | Time: 1494.41 ms [2020-12-18 19:29:35 main:581] : INFO : Epoch 2007 | loss: 0.0309756 | val_loss: 0.0312583 | Time: 1486.12 ms [2020-12-18 19:29:37 main:581] : INFO : Epoch 2008 | loss: 0.0309723 | val_loss: 0.03127 | Time: 1466 ms [2020-12-18 19:29:38 main:581] : INFO : Epoch 2009 | loss: 0.0309768 | val_loss: 0.0312817 | Time: 1479.12 ms [2020-12-18 19:29:40 main:581] : INFO : Epoch 2010 | loss: 0.0309782 | val_loss: 0.0312655 | Time: 1463.12 ms [2020-12-18 19:29:41 main:581] : INFO : Epoch 2011 | loss: 0.0309776 | val_loss: 0.0312609 | Time: 1503.14 ms [2020-12-18 19:29:43 main:581] : INFO : Epoch 2012 | loss: 0.0309892 | val_loss: 0.0312948 | Time: 1471.17 ms [2020-12-18 19:29:44 main:581] : INFO : Epoch 2013 | loss: 0.0309723 | val_loss: 0.0312729 | Time: 1481.02 ms [2020-12-18 19:29:46 main:581] : INFO : Epoch 2014 | loss: 0.0309667 | val_loss: 0.0312828 | Time: 1498.16 ms [2020-12-18 19:29:47 main:581] : INFO : Epoch 2015 | loss: 0.0309751 | val_loss: 0.031257 | Time: 1524.61 ms [2020-12-18 19:29:49 main:581] : INFO : Epoch 2016 | loss: 0.0309724 | val_loss: 0.0312571 | Time: 1505.54 ms [2020-12-18 19:29:50 main:581] : INFO : Epoch 2017 | loss: 0.030968 | val_loss: 0.0312673 | Time: 1510.45 ms [2020-12-18 19:29:52 main:581] : INFO : Epoch 2018 | loss: 0.0309712 | val_loss: 0.0312733 | Time: 1495.96 ms [2020-12-18 19:29:53 main:581] : INFO : Epoch 2019 | loss: 0.0309781 | val_loss: 0.0312655 | Time: 1502.86 ms [2020-12-18 19:29:55 main:581] : INFO : Epoch 2020 | loss: 0.0309757 | val_loss: 0.0312783 | Time: 1506.05 ms [2020-12-18 19:29:56 main:581] : INFO : Epoch 2021 | loss: 0.0309727 | val_loss: 0.0312872 | Time: 1505.77 ms [2020-12-18 19:29:58 main:581] : INFO : Epoch 2022 | loss: 0.030976 | val_loss: 0.0312638 | Time: 1484.06 ms [2020-12-18 19:29:59 main:581] : INFO : Epoch 2023 | loss: 0.0309729 | val_loss: 0.031272 | Time: 1475.27 ms [2020-12-18 19:30:01 main:581] : INFO : Epoch 2024 | loss: 0.0309771 | val_loss: 0.0312809 | Time: 1459.58 ms [2020-12-18 19:30:02 main:581] : INFO : Epoch 2025 | loss: 0.0309776 | val_loss: 0.0312521 | Time: 1477.95 ms [2020-12-18 19:30:04 main:581] : INFO : Epoch 2026 | loss: 0.0310039 | val_loss: 0.0312253 | Time: 1486.59 ms [2020-12-18 19:30:05 main:581] : INFO : Epoch 2027 | loss: 0.0309942 | val_loss: 0.0312641 | Time: 1466.97 ms [2020-12-18 19:30:07 main:581] : INFO : Epoch 2028 | loss: 0.0309817 | val_loss: 0.0312717 | Time: 1462.04 ms [2020-12-18 19:30:08 main:581] : INFO : Epoch 2029 | loss: 0.0309758 | val_loss: 0.0312539 | Time: 1486.99 ms [2020-12-18 19:30:10 main:581] : INFO : Epoch 2030 | loss: 0.030965 | val_loss: 0.0312662 | Time: 1513.59 ms [2020-12-18 19:30:11 main:581] : INFO : Epoch 2031 | loss: 0.0309666 | val_loss: 0.0312909 | Time: 1501.15 ms [2020-12-18 19:30:13 main:581] : INFO : Epoch 2032 | loss: 0.0309739 | val_loss: 0.0312752 | Time: 1485.74 ms [2020-12-18 19:30:14 main:581] : INFO : Epoch 2033 | loss: 0.0310517 | val_loss: 0.0312323 | Time: 1465.39 ms [2020-12-18 19:30:16 main:581] : INFO : Epoch 2034 | loss: 0.0310484 | val_loss: 0.0312306 | Time: 1495.5 ms [2020-12-18 19:30:17 main:581] : INFO : Epoch 2035 | loss: 0.0310043 | val_loss: 0.0312657 | Time: 1456.84 ms [2020-12-18 19:30:19 main:581] : INFO : Epoch 2036 | loss: 0.0309826 | val_loss: 0.031264 | Time: 1496.19 ms [2020-12-18 19:30:20 main:581] : INFO : Epoch 2037 | loss: 0.0309744 | val_loss: 0.0312667 | Time: 1453.86 ms [2020-12-18 19:30:22 main:581] : INFO : Epoch 2038 | loss: 0.0309698 | val_loss: 0.0312646 | Time: 1481.51 ms [2020-12-18 19:30:23 main:581] : INFO : Epoch 2039 | loss: 0.0309693 | val_loss: 0.0312649 | Time: 1502.91 ms [2020-12-18 19:30:25 main:581] : INFO : Epoch 2040 | loss: 0.0309854 | val_loss: 0.0312571 | Time: 1496.02 ms [2020-12-18 19:30:26 main:581] : INFO : Epoch 2041 | loss: 0.0309848 | val_loss: 0.0312498 | Time: 1498.7 ms [2020-12-18 19:30:27 main:581] : INFO : Epoch 2042 | loss: 0.0309829 | val_loss: 0.0312389 | Time: 1470.97 ms [2020-12-18 19:30:29 main:581] : INFO : Epoch 2043 | loss: 0.030987 | val_loss: 0.0312555 | Time: 1504.19 ms [2020-12-18 19:30:30 main:581] : INFO : Epoch 2044 | loss: 0.0309772 | val_loss: 0.0312604 | Time: 1468.08 ms [2020-12-18 19:30:32 main:581] : INFO : Epoch 2045 | loss: 0.0309753 | val_loss: 0.0312919 | Time: 1486.03 ms [2020-12-18 19:30:33 main:581] : INFO : Epoch 2046 | loss: 0.0309683 | val_loss: 0.0312325 | Time: 1487.98 ms [2020-12-18 19:30:35 main:581] : INFO : Epoch 2047 | loss: 0.0309754 | val_loss: 0.0312615 | Time: 1512.18 ms [2020-12-18 19:30:36 main:581] : INFO : Epoch 2048 | loss: 0.0309671 | val_loss: 0.0312698 | Time: 1480.78 ms [2020-12-18 19:30:36 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312698 [2020-12-18 19:30:36 main:610] : INFO : Saving end state to config to file [2020-12-18 19:30:36 main:615] : INFO : Success, exiting.. 19:30:36 (1052155): 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)