Task 3316876
| Name | ParityModified-1608175986-3826-0_0 |
| Workunit | 1583828 |
| Created | 17 Dec 2020, 3:33:08 UTC |
| Sent | 18 Dec 2020, 2:26:20 UTC |
| Report deadline | 26 Dec 2020, 2:26:20 UTC |
| Received | 18 Dec 2020, 12:17:14 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 49 min 43 sec |
| CPU time | 49 min 39 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> n:581] : INFO : Epoch 1538 | loss: 0.0310059 | val_loss: 0.0312671 | Time: 1456.13 ms [2020-12-18 06:04:04 main:581] : INFO : Epoch 1539 | loss: 0.0310086 | val_loss: 0.0312619 | Time: 1462.35 ms [2020-12-18 06:04:06 main:581] : INFO : Epoch 1540 | loss: 0.0310074 | val_loss: 0.0312662 | Time: 1435.63 ms [2020-12-18 06:04:07 main:581] : INFO : Epoch 1541 | loss: 0.0310023 | val_loss: 0.0312622 | Time: 1467.34 ms [2020-12-18 06:04:09 main:581] : INFO : Epoch 1542 | loss: 0.0310062 | val_loss: 0.0312664 | Time: 1454.92 ms [2020-12-18 06:04:10 main:581] : INFO : Epoch 1543 | loss: 0.0310045 | val_loss: 0.0312756 | Time: 1448.96 ms [2020-12-18 06:04:12 main:581] : INFO : Epoch 1544 | loss: 0.0310118 | val_loss: 0.0312647 | Time: 1501.1 ms [2020-12-18 06:04:13 main:581] : INFO : Epoch 1545 | loss: 0.0310147 | val_loss: 0.0312469 | Time: 1412.3 ms [2020-12-18 06:04:15 main:581] : INFO : Epoch 1546 | loss: 0.0310161 | val_loss: 0.0312516 | Time: 1457.63 ms [2020-12-18 06:04:16 main:581] : INFO : Epoch 1547 | loss: 0.0310243 | val_loss: 0.0312391 | Time: 1493.4 ms [2020-12-18 06:04:18 main:581] : INFO : Epoch 1548 | loss: 0.031024 | val_loss: 0.0312558 | Time: 1445.07 ms [2020-12-18 06:04:19 main:581] : INFO : Epoch 1549 | loss: 0.0310229 | val_loss: 0.0312566 | Time: 1472.66 ms [2020-12-18 06:04:20 main:581] : INFO : Epoch 1550 | loss: 0.0310129 | val_loss: 0.0312362 | Time: 1416.97 ms [2020-12-18 06:04:22 main:581] : INFO : Epoch 1551 | loss: 0.0310038 | val_loss: 0.0312727 | Time: 1435.9 ms [2020-12-18 06:04:23 main:581] : INFO : Epoch 1552 | loss: 0.0309965 | val_loss: 0.0312637 | Time: 1427.72 ms [2020-12-18 06:04:25 main:581] : INFO : Epoch 1553 | loss: 0.0310021 | val_loss: 0.0312595 | Time: 1448.98 ms [2020-12-18 06:04:26 main:581] : INFO : Epoch 1554 | loss: 0.031007 | val_loss: 0.0312633 | Time: 1461.24 ms [2020-12-18 06:04:28 main:581] : INFO : Epoch 1555 | loss: 0.0310111 | val_loss: 0.0312786 | Time: 1460.38 ms [2020-12-18 06:04:29 main:581] : INFO : Epoch 1556 | loss: 0.0310039 | val_loss: 0.0312646 | Time: 1475.21 ms [2020-12-18 06:04:31 main:581] : INFO : Epoch 1557 | loss: 0.0310168 | val_loss: 0.03124 | Time: 1474.04 ms [2020-12-18 06:04:32 main:581] : INFO : Epoch 1558 | loss: 0.0310123 | val_loss: 0.0312665 | Time: 1469.54 ms [2020-12-18 06:04:34 main:581] : INFO : Epoch 1559 | loss: 0.0310137 | val_loss: 0.0312686 | Time: 1472.84 ms [2020-12-18 06:04:35 main:581] : INFO : Epoch 1560 | loss: 0.0310099 | val_loss: 0.0312499 | Time: 1488.34 ms [2020-12-18 06:04:37 main:581] : INFO : Epoch 1561 | loss: 0.0310123 | val_loss: 0.0312569 | Time: 1445.7 ms [2020-12-18 06:04:38 main:581] : INFO : Epoch 1562 | loss: 0.031015 | val_loss: 0.0312564 | Time: 1459.25 ms [2020-12-18 06:04:39 main:581] : INFO : Epoch 1563 | loss: 0.0310014 | val_loss: 0.0312735 | Time: 1484.7 ms [2020-12-18 06:04:41 main:581] : INFO : Epoch 1564 | loss: 0.0310138 | val_loss: 0.0312595 | Time: 1436.98 ms [2020-12-18 06:04:42 main:581] : INFO : Epoch 1565 | loss: 0.0310035 | val_loss: 0.0312599 | Time: 1454.06 ms [2020-12-18 06:04:44 main:581] : INFO : Epoch 1566 | loss: 0.0310056 | val_loss: 0.0312629 | Time: 1470.05 ms [2020-12-18 06:04:45 main:581] : INFO : Epoch 1567 | loss: 0.0310047 | val_loss: 0.0312552 | Time: 1495.43 ms [2020-12-18 06:04:47 main:581] : INFO : Epoch 1568 | loss: 0.0310075 | val_loss: 0.0312634 | Time: 1473.83 ms [2020-12-18 06:04:48 main:581] : INFO : Epoch 1569 | loss: 0.0310014 | val_loss: 0.0312824 | Time: 1482 ms [2020-12-18 06:04:50 main:581] : INFO : Epoch 1570 | loss: 0.0310046 | val_loss: 0.0312611 | Time: 1460.14 ms [2020-12-18 06:04:51 main:581] : INFO : Epoch 1571 | loss: 0.0310012 | val_loss: 0.0312527 | Time: 1509.11 ms [2020-12-18 06:04:53 main:581] : INFO : Epoch 1572 | loss: 0.0309963 | val_loss: 0.0312503 | Time: 1448.67 ms [2020-12-18 06:04:54 main:581] : INFO : Epoch 1573 | loss: 0.0310137 | val_loss: 0.0312586 | Time: 1427.56 ms [2020-12-18 06:04:56 main:581] : INFO : Epoch 1574 | loss: 0.0310125 | val_loss: 0.0312554 | Time: 1403.18 ms [2020-12-18 06:04:57 main:581] : INFO : Epoch 1575 | loss: 0.0310179 | val_loss: 0.0312644 | Time: 1413.62 ms [2020-12-18 06:04:58 main:581] : INFO : Epoch 1576 | loss: 0.0310117 | val_loss: 0.0312544 | Time: 1428.41 ms [2020-12-18 06:05:00 main:581] : INFO : Epoch 1577 | loss: 0.0310053 | val_loss: 0.0312573 | Time: 1458.38 ms [2020-12-18 06:05:01 main:581] : INFO : Epoch 1578 | loss: 0.0310183 | val_loss: 0.0312654 | Time: 1479.43 ms [2020-12-18 06:05:03 main:581] : INFO : Epoch 1579 | loss: 0.0310201 | val_loss: 0.0312644 | Time: 1470.25 ms [2020-12-18 06:05:04 main:581] : INFO : Epoch 1580 | loss: 0.0310281 | val_loss: 0.0312912 | Time: 1465.67 ms [2020-12-18 06:05:06 main:581] : INFO : Epoch 1581 | loss: 0.0310168 | val_loss: 0.031262 | Time: 1447.15 ms [2020-12-18 06:05:07 main:581] : INFO : Epoch 1582 | loss: 0.0310091 | val_loss: 0.0312509 | Time: 1468.77 ms [2020-12-18 06:05:09 main:581] : INFO : Epoch 1583 | loss: 0.03101 | val_loss: 0.0312554 | Time: 1473.8 ms [2020-12-18 06:05:10 main:581] : INFO : Epoch 1584 | loss: 0.0310072 | val_loss: 0.0312589 | Time: 1473.19 ms [2020-12-18 06:05:12 main:581] : INFO : Epoch 1585 | loss: 0.0310084 | val_loss: 0.0312444 | Time: 1453.01 ms [2020-12-18 06:05:13 main:581] : INFO : Epoch 1586 | loss: 0.0310044 | val_loss: 0.0312721 | Time: 1460.05 ms [2020-12-18 06:05:15 main:581] : INFO : Epoch 1587 | loss: 0.0309982 | val_loss: 0.0312676 | Time: 1483.25 ms [2020-12-18 06:05:16 main:581] : INFO : Epoch 1588 | loss: 0.0310077 | val_loss: 0.0312583 | Time: 1475.61 ms [2020-12-18 06:05:17 main:581] : INFO : Epoch 1589 | loss: 0.031008 | val_loss: 0.031271 | Time: 1456.02 ms [2020-12-18 06:05:19 main:581] : INFO : Epoch 1590 | loss: 0.0310089 | val_loss: 0.0312517 | Time: 1435.65 ms [2020-12-18 06:05:20 main:581] : INFO : Epoch 1591 | loss: 0.0310121 | val_loss: 0.0312669 | Time: 1419.24 ms [2020-12-18 06:05:22 main:581] : INFO : Epoch 1592 | loss: 0.0310038 | val_loss: 0.0312467 | Time: 1452.65 ms [2020-12-18 06:05:23 main:581] : INFO : Epoch 1593 | loss: 0.0310151 | val_loss: 0.0312504 | Time: 1440.93 ms [2020-12-18 06:05:25 main:581] : INFO : Epoch 1594 | loss: 0.0310104 | val_loss: 0.0312674 | Time: 1478.03 ms [2020-12-18 06:05:26 main:581] : INFO : Epoch 1595 | loss: 0.0310031 | val_loss: 0.0312605 | Time: 1450.74 ms [2020-12-18 06:05:28 main:581] : INFO : Epoch 1596 | loss: 0.0310015 | val_loss: 0.0312586 | Time: 1488.53 ms [2020-12-18 06:05:29 main:581] : INFO : Epoch 1597 | loss: 0.0310112 | val_loss: 0.0312584 | Time: 1464.95 ms [2020-12-18 06:05:31 main:581] : INFO : Epoch 1598 | loss: 0.0310152 | val_loss: 0.0312402 | Time: 1443.36 ms [2020-12-18 06:05:32 main:581] : INFO : Epoch 1599 | loss: 0.0310109 | val_loss: 0.0312542 | Time: 1452.64 ms [2020-12-18 06:05:33 main:581] : INFO : Epoch 1600 | loss: 0.0310086 | val_loss: 0.0312664 | Time: 1436.95 ms [2020-12-18 06:05:35 main:581] : INFO : Epoch 1601 | loss: 0.0310166 | val_loss: 0.0312455 | Time: 1441.66 ms [2020-12-18 06:05:36 main:581] : INFO : Epoch 1602 | loss: 0.0310181 | val_loss: 0.0312585 | Time: 1472.85 ms [2020-12-18 06:05:38 main:581] : INFO : Epoch 1603 | loss: 0.0310196 | val_loss: 0.031247 | Time: 1445.61 ms [2020-12-18 06:05:39 main:581] : INFO : Epoch 1604 | loss: 0.0310092 | val_loss: 0.0312589 | Time: 1448.21 ms [2020-12-18 06:05:41 main:581] : INFO : Epoch 1605 | loss: 0.0310087 | val_loss: 0.0312565 | Time: 1470.03 ms [2020-12-18 06:05:42 main:581] : INFO : Epoch 1606 | loss: 0.0310039 | val_loss: 0.0312647 | Time: 1451.65 ms [2020-12-18 06:05:44 main:581] : INFO : Epoch 1607 | loss: 0.0310204 | val_loss: 0.0312487 | Time: 1451.61 ms [2020-12-18 06:05:45 main:581] : INFO : Epoch 1608 | loss: 0.0310263 | val_loss: 0.0312441 | Time: 1488.32 ms [2020-12-18 06:05:47 main:581] : INFO : Epoch 1609 | loss: 0.0310185 | val_loss: 0.0312531 | Time: 1464.76 ms [2020-12-18 06:05:48 main:581] : INFO : Epoch 1610 | loss: 0.0310062 | val_loss: 0.0312447 | Time: 1473.65 ms [2020-12-18 06:05:50 main:581] : INFO : Epoch 1611 | loss: 0.0310003 | val_loss: 0.031284 | Time: 1503.02 ms [2020-12-18 06:05:51 main:581] : INFO : Epoch 1612 | loss: 0.031005 | val_loss: 0.0312697 | Time: 1440.92 ms [2020-12-18 06:05:52 main:581] : INFO : Epoch 1613 | loss: 0.0310072 | val_loss: 0.0312628 | Time: 1440.77 ms [2020-12-18 06:05:54 main:581] : INFO : Epoch 1614 | loss: 0.0310047 | val_loss: 0.0312733 | Time: 1437.32 ms [2020-12-18 06:05:55 main:581] : INFO : Epoch 1615 | loss: 0.0310072 | val_loss: 0.0312801 | Time: 1410.03 ms [2020-12-18 06:05:57 main:581] : INFO : Epoch 1616 | loss: 0.0310123 | val_loss: 0.0312447 | Time: 1411.07 ms [2020-12-18 06:05:58 main:581] : INFO : Epoch 1617 | loss: 0.0310137 | val_loss: 0.0312393 | Time: 1425.06 ms [2020-12-18 06:05:59 main:581] : INFO : Epoch 1618 | loss: 0.0310137 | val_loss: 0.0312675 | Time: 1402.71 ms [2020-12-18 06:06:01 main:581] : INFO : Epoch 1619 | loss: 0.0310098 | val_loss: 0.0312672 | Time: 1449.76 ms [2020-12-18 06:06:02 main:581] : INFO : Epoch 1620 | loss: 0.0310032 | val_loss: 0.0312721 | Time: 1496.14 ms [2020-12-18 06:06:04 main:581] : INFO : Epoch 1621 | loss: 0.0310093 | val_loss: 0.0313018 | Time: 1471.79 ms [2020-12-18 06:06:05 main:581] : INFO : Epoch 1622 | loss: 0.0310113 | val_loss: 0.031269 | Time: 1481.82 ms [2020-12-18 06:06:07 main:581] : INFO : Epoch 1623 | loss: 0.0310053 | val_loss: 0.0312462 | Time: 1476.37 ms [2020-12-18 06:06:08 main:581] : INFO : Epoch 1624 | loss: 0.0310002 | val_loss: 0.0312794 | Time: 1471.6 ms [2020-12-18 06:06:10 main:581] : INFO : Epoch 1625 | loss: 0.0310117 | val_loss: 0.0312637 | Time: 1488.21 ms [2020-12-18 06:06:11 main:581] : INFO : Epoch 1626 | loss: 0.0310028 | val_loss: 0.0312602 | Time: 1509.49 ms [2020-12-18 06:06:13 main:581] : INFO : Epoch 1627 | loss: 0.0310047 | val_loss: 0.0312672 | Time: 1488.26 ms [2020-12-18 06:06:14 main:581] : INFO : Epoch 1628 | loss: 0.0310683 | val_loss: 0.0312371 | Time: 1440.84 ms [2020-12-18 06:06:16 main:581] : INFO : Epoch 1629 | loss: 0.0310474 | val_loss: 0.0312386 | Time: 1437.74 ms [2020-12-18 06:06:17 main:581] : INFO : Epoch 1630 | loss: 0.0310154 | val_loss: 0.0312564 | Time: 1504.8 ms [2020-12-18 06:06:19 main:581] : INFO : Epoch 1631 | loss: 0.0310136 | val_loss: 0.0312647 | Time: 1479.84 ms [2020-12-18 06:06:20 main:581] : INFO : Epoch 1632 | loss: 0.0310063 | val_loss: 0.0312637 | Time: 1449.71 ms [2020-12-18 06:06:22 main:581] : INFO : Epoch 1633 | loss: 0.0310184 | val_loss: 0.0312673 | Time: 1457.15 ms [2020-12-18 06:06:23 main:581] : INFO : Epoch 1634 | loss: 0.0310126 | val_loss: 0.0312657 | Time: 1449.96 ms [2020-12-18 06:06:25 main:581] : INFO : Epoch 1635 | loss: 0.0310049 | val_loss: 0.0312646 | Time: 1506.71 ms [2020-12-18 06:06:26 main:581] : INFO : Epoch 1636 | loss: 0.0310148 | val_loss: 0.0312424 | Time: 1485.98 ms [2020-12-18 06:06:28 main:581] : INFO : Epoch 1637 | loss: 0.031022 | val_loss: 0.0312753 | Time: 1494.3 ms [2020-12-18 06:06:29 main:581] : INFO : Epoch 1638 | loss: 0.0310095 | val_loss: 0.0312711 | Time: 1512.66 ms [2020-12-18 06:06:31 main:581] : INFO : Epoch 1639 | loss: 0.0310102 | val_loss: 0.0312593 | Time: 1496.62 ms [2020-12-18 06:06:32 main:581] : INFO : Epoch 1640 | loss: 0.0310024 | val_loss: 0.0312904 | Time: 1480.38 ms [2020-12-18 06:06:33 main:581] : INFO : Epoch 1641 | loss: 0.031007 | val_loss: 0.0312803 | Time: 1448 ms [2020-12-18 06:06:35 main:581] : INFO : Epoch 1642 | loss: 0.0310038 | val_loss: 0.0312569 | Time: 1437.25 ms [2020-12-18 06:06:36 main:581] : INFO : Epoch 1643 | loss: 0.0309996 | val_loss: 0.0312658 | Time: 1473.41 ms [2020-12-18 06:06:38 main:581] : INFO : Epoch 1644 | loss: 0.0310127 | val_loss: 0.0312819 | Time: 1462.12 ms [2020-12-18 06:06:39 main:581] : INFO : Epoch 1645 | loss: 0.0310095 | val_loss: 0.0312547 | Time: 1471.91 ms [2020-12-18 06:06:41 main:581] : INFO : Epoch 1646 | loss: 0.0310091 | val_loss: 0.0312536 | Time: 1440.38 ms [2020-12-18 06:06:42 main:581] : INFO : Epoch 1647 | loss: 0.0310043 | val_loss: 0.0312868 | Time: 1494.97 ms [2020-12-18 06:06:44 main:581] : INFO : Epoch 1648 | loss: 0.0310018 | val_loss: 0.0312654 | Time: 1474.06 ms [2020-12-18 06:06:45 main:581] : INFO : Epoch 1649 | loss: 0.0310101 | val_loss: 0.0312512 | Time: 1472.78 ms [2020-12-18 06:06:47 main:581] : INFO : Epoch 1650 | loss: 0.0310099 | val_loss: 0.0312567 | Time: 1486.05 ms [2020-12-18 06:06:48 main:581] : INFO : Epoch 1651 | loss: 0.0310092 | val_loss: 0.0312568 | Time: 1457.3 ms [2020-12-18 06:06:50 main:581] : INFO : Epoch 1652 | loss: 0.0310066 | val_loss: 0.0312584 | Time: 1487.56 ms [2020-12-18 06:06:51 main:581] : INFO : Epoch 1653 | loss: 0.0310086 | val_loss: 0.031263 | Time: 1483.48 ms [2020-12-18 06:06:53 main:581] : INFO : Epoch 1654 | loss: 0.0310046 | val_loss: 0.0312788 | Time: 1458.54 ms [2020-12-18 06:06:54 main:581] : INFO : Epoch 1655 | loss: 0.0310021 | val_loss: 0.0312812 | Time: 1443.54 ms [2020-12-18 06:06:55 main:581] : INFO : Epoch 1656 | loss: 0.0309982 | val_loss: 0.0312744 | Time: 1479.99 ms [2020-12-18 06:06:57 main:581] : INFO : Epoch 1657 | loss: 0.0310032 | val_loss: 0.0312501 | Time: 1469.53 ms [2020-12-18 06:06:58 main:581] : INFO : Epoch 1658 | loss: 0.0310052 | val_loss: 0.0312799 | Time: 1477 ms [2020-12-18 06:07:00 main:581] : INFO : Epoch 1659 | loss: 0.0310087 | val_loss: 0.0312664 | Time: 1512.63 ms [2020-12-18 06:07:01 main:581] : INFO : Epoch 1660 | loss: 0.0310061 | val_loss: 0.0312854 | Time: 1477.14 ms [2020-12-18 06:07:03 main:581] : INFO : Epoch 1661 | loss: 0.0310135 | val_loss: 0.0312602 | Time: 1473.96 ms [2020-12-18 06:07:04 main:581] : INFO : Epoch 1662 | loss: 0.0310166 | val_loss: 0.0312697 | Time: 1481.33 ms [2020-12-18 06:07:06 main:581] : INFO : Epoch 1663 | loss: 0.0310036 | val_loss: 0.0312811 | Time: 1516.25 ms [2020-12-18 06:07:07 main:581] : INFO : Epoch 1664 | loss: 0.0310009 | val_loss: 0.0312688 | Time: 1533.63 ms [2020-12-18 06:07:09 main:581] : INFO : Epoch 1665 | loss: 0.0309992 | val_loss: 0.0312631 | Time: 1506 ms [2020-12-18 06:07:10 main:581] : INFO : Epoch 1666 | loss: 0.0309983 | val_loss: 0.0312695 | Time: 1464.47 ms [2020-12-18 06:07:12 main:581] : INFO : Epoch 1667 | loss: 0.0310058 | val_loss: 0.0312796 | Time: 1418.61 ms [2020-12-18 06:07:13 main:581] : INFO : Epoch 1668 | loss: 0.0310111 | val_loss: 0.0312672 | Time: 1417.83 ms [2020-12-18 06:07:15 main:581] : INFO : Epoch 1669 | loss: 0.0310055 | val_loss: 0.0312716 | Time: 1456.16 ms [2020-12-18 06:07:16 main:581] : INFO : Epoch 1670 | loss: 0.0310055 | val_loss: 0.0312682 | Time: 1458.46 ms [2020-12-18 06:07:18 main:581] : INFO : Epoch 1671 | loss: 0.0310122 | val_loss: 0.0312629 | Time: 1437.33 ms [2020-12-18 06:07:19 main:581] : INFO : Epoch 1672 | loss: 0.0310015 | val_loss: 0.0312612 | Time: 1446.63 ms [2020-12-18 06:07:20 main:581] : INFO : Epoch 1673 | loss: 0.0310129 | val_loss: 0.0312598 | Time: 1443.72 ms [2020-12-18 06:07:22 main:581] : INFO : Epoch 1674 | loss: 0.0310158 | val_loss: 0.0312507 | Time: 1454.63 ms [2020-12-18 06:07:23 main:581] : INFO : Epoch 1675 | loss: 0.0310122 | val_loss: 0.0312562 | Time: 1457.18 ms [2020-12-18 06:07:25 main:581] : INFO : Epoch 1676 | loss: 0.031005 | val_loss: 0.0312626 | Time: 1444.51 ms [2020-12-18 06:07:26 main:581] : INFO : Epoch 1677 | loss: 0.0310017 | val_loss: 0.0312549 | Time: 1444.99 ms [2020-12-18 06:07:28 main:581] : INFO : Epoch 1678 | loss: 0.0309988 | val_loss: 0.0312784 | Time: 1424.17 ms [2020-12-18 06:07:29 main:581] : INFO : Epoch 1679 | loss: 0.0310129 | val_loss: 0.0312647 | Time: 1460.42 ms [2020-12-18 06:07:31 main:581] : INFO : Epoch 1680 | loss: 0.0310055 | val_loss: 0.0312726 | Time: 1450.14 ms [2020-12-18 06:07:32 main:581] : INFO : Epoch 1681 | loss: 0.0310047 | val_loss: 0.0312622 | Time: 1458.45 ms [2020-12-18 06:07:34 main:581] : INFO : Epoch 1682 | loss: 0.0309978 | val_loss: 0.0312562 | Time: 1503.06 ms [2020-12-18 06:07:35 main:581] : INFO : Epoch 1683 | loss: 0.0310029 | val_loss: 0.0312778 | Time: 1492.33 ms [2020-12-18 06:07:37 main:581] : INFO : Epoch 1684 | loss: 0.0310049 | val_loss: 0.0312694 | Time: 1428.05 ms [2020-12-18 06:07:38 main:581] : INFO : Epoch 1685 | loss: 0.0310112 | val_loss: 0.0312679 | Time: 1418.78 ms [2020-12-18 06:07:39 main:581] : INFO : Epoch 1686 | loss: 0.0310092 | val_loss: 0.0312742 | Time: 1476.86 ms [2020-12-18 06:07:41 main:581] : INFO : Epoch 1687 | loss: 0.0310132 | val_loss: 0.0313012 | Time: 1469.86 ms [2020-12-18 06:07:42 main:581] : INFO : Epoch 1688 | loss: 0.0310132 | val_loss: 0.0312716 | Time: 1459.09 ms [2020-12-18 06:07:44 main:581] : INFO : Epoch 1689 | loss: 0.0310062 | val_loss: 0.0312873 | Time: 1468.23 ms [2020-12-18 06:07:45 main:581] : INFO : Epoch 1690 | loss: 0.0310209 | val_loss: 0.0312494 | Time: 1500.3 ms [2020-12-18 06:07:47 main:581] : INFO : Epoch 1691 | loss: 0.0310214 | val_loss: 0.0312542 | Time: 1502.9 ms [2020-12-18 06:07:48 main:581] : INFO : Epoch 1692 | loss: 0.0310112 | val_loss: 0.0312918 | Time: 1492.88 ms [2020-12-18 06:07:50 main:581] : INFO : Epoch 1693 | loss: 0.0310032 | val_loss: 0.0312494 | Time: 1457.88 ms [2020-12-18 06:07:51 main:581] : INFO : Epoch 1694 | loss: 0.031003 | val_loss: 0.0312713 | Time: 1454.23 ms [2020-12-18 06:07:53 main:581] : INFO : Epoch 1695 | loss: 0.0310105 | val_loss: 0.0312749 | Time: 1447.22 ms [2020-12-18 06:07:54 main:581] : INFO : Epoch 1696 | loss: 0.0310088 | val_loss: 0.0312898 | Time: 1452.87 ms [2020-12-18 06:07:56 main:581] : INFO : Epoch 1697 | loss: 0.031014 | val_loss: 0.0312728 | Time: 1452.08 ms [2020-12-18 06:07:57 main:581] : INFO : Epoch 1698 | loss: 0.031005 | val_loss: 0.0312737 | Time: 1474.79 ms [2020-12-18 06:07:58 main:581] : INFO : Epoch 1699 | loss: 0.0309989 | val_loss: 0.0312749 | Time: 1436.61 ms [2020-12-18 06:08:00 main:581] : INFO : Epoch 1700 | loss: 0.0310017 | val_loss: 0.0312541 | Time: 1453.69 ms [2020-12-18 06:08:01 main:581] : INFO : Epoch 1701 | loss: 0.0310062 | val_loss: 0.0312601 | Time: 1463.49 ms [2020-12-18 06:08:03 main:581] : INFO : Epoch 1702 | loss: 0.0310026 | val_loss: 0.0312616 | Time: 1457.42 ms [2020-12-18 06:08:04 main:581] : INFO : Epoch 1703 | loss: 0.031005 | val_loss: 0.031271 | Time: 1443.94 ms [2020-12-18 06:08:06 main:581] : INFO : Epoch 1704 | loss: 0.031008 | val_loss: 0.0312739 | Time: 1471.29 ms [2020-12-18 06:08:07 main:581] : INFO : Epoch 1705 | loss: 0.0309982 | val_loss: 0.0312751 | Time: 1481.93 ms [2020-12-18 06:08:09 main:581] : INFO : Epoch 1706 | loss: 0.0310019 | val_loss: 0.0312687 | Time: 1466.88 ms [2020-12-18 06:08:10 main:581] : INFO : Epoch 1707 | loss: 0.0310049 | val_loss: 0.0312537 | Time: 1442.72 ms [2020-12-18 06:08:12 main:581] : INFO : Epoch 1708 | loss: 0.0310125 | val_loss: 0.0312481 | Time: 1443 ms [2020-12-18 06:08:13 main:581] : INFO : Epoch 1709 | loss: 0.0310014 | val_loss: 0.0312771 | Time: 1447.07 ms [2020-12-18 06:08:15 main:581] : INFO : Epoch 1710 | loss: 0.0310056 | val_loss: 0.0312587 | Time: 1479.34 ms [2020-12-18 06:08:16 main:581] : INFO : Epoch 1711 | loss: 0.0310066 | val_loss: 0.0312627 | Time: 1483.26 ms [2020-12-18 06:08:17 main:581] : INFO : Epoch 1712 | loss: 0.0310033 | val_loss: 0.0312845 | Time: 1457.82 ms [2020-12-18 06:08:19 main:581] : INFO : Epoch 1713 | loss: 0.031011 | val_loss: 0.0312526 | Time: 1487.61 ms [2020-12-18 06:08:20 main:581] : INFO : Epoch 1714 | loss: 0.031014 | val_loss: 0.0312713 | Time: 1487.14 ms [2020-12-18 06:08:22 main:581] : INFO : Epoch 1715 | loss: 0.0310165 | val_loss: 0.0312828 | Time: 1501.43 ms [2020-12-18 06:08:23 main:581] : INFO : Epoch 1716 | loss: 0.0310111 | val_loss: 0.0312588 | Time: 1476.7 ms [2020-12-18 06:08:25 main:581] : INFO : Epoch 1717 | loss: 0.0310114 | val_loss: 0.0312501 | Time: 1469.78 ms [2020-12-18 06:08:26 main:581] : INFO : Epoch 1718 | loss: 0.0310103 | val_loss: 0.0312718 | Time: 1470.22 ms [2020-12-18 06:08:28 main:581] : INFO : Epoch 1719 | loss: 0.0310083 | val_loss: 0.0312582 | Time: 1434.86 ms [2020-12-18 06:08:29 main:581] : INFO : Epoch 1720 | loss: 0.031011 | val_loss: 0.0312611 | Time: 1468.48 ms [2020-12-18 06:08:31 main:581] : INFO : Epoch 1721 | loss: 0.0310136 | val_loss: 0.0312555 | Time: 1458.81 ms [2020-12-18 06:08:32 main:581] : INFO : Epoch 1722 | loss: 0.0310065 | val_loss: 0.0312746 | Time: 1444.89 ms [2020-12-18 06:08:34 main:581] : INFO : Epoch 1723 | loss: 0.031017 | val_loss: 0.0312562 | Time: 1458.06 ms [2020-12-18 06:08:35 main:581] : INFO : Epoch 1724 | loss: 0.0310086 | val_loss: 0.0312699 | Time: 1430.93 ms [2020-12-18 06:08:37 main:581] : INFO : Epoch 1725 | loss: 0.0310267 | val_loss: 0.0312423 | Time: 1480.74 ms [2020-12-18 06:08:38 main:581] : INFO : Epoch 1726 | loss: 0.0310366 | val_loss: 0.03127 | Time: 1482.42 ms [2020-12-18 06:08:39 main:581] : INFO : Epoch 1727 | loss: 0.031017 | val_loss: 0.0312825 | Time: 1455.71 ms [2020-12-18 06:08:41 main:581] : INFO : Epoch 1728 | loss: 0.0310126 | val_loss: 0.0312582 | Time: 1456.93 ms [2020-12-18 06:08:42 main:581] : INFO : Epoch 1729 | loss: 0.0310177 | val_loss: 0.0312641 | Time: 1479.17 ms [2020-12-18 06:08:44 main:581] : INFO : Epoch 1730 | loss: 0.0310105 | val_loss: 0.0312586 | Time: 1454.35 ms [2020-12-18 06:08:45 main:581] : INFO : Epoch 1731 | loss: 0.0310136 | val_loss: 0.0312541 | Time: 1467.82 ms [2020-12-18 06:08:47 main:581] : INFO : Epoch 1732 | loss: 0.0310074 | val_loss: 0.0312662 | Time: 1469.95 ms [2020-12-18 06:08:48 main:581] : INFO : Epoch 1733 | loss: 0.0310025 | val_loss: 0.0312635 | Time: 1500.76 ms [2020-12-18 06:08:50 main:581] : INFO : Epoch 1734 | loss: 0.0310017 | val_loss: 0.0312697 | Time: 1472.64 ms [2020-12-18 06:08:51 main:581] : INFO : Epoch 1735 | loss: 0.0310037 | val_loss: 0.0312706 | Time: 1446.79 ms [2020-12-18 06:08:53 main:581] : INFO : Epoch 1736 | loss: 0.0310099 | val_loss: 0.0312619 | Time: 1486.92 ms [2020-12-18 06:08:54 main:581] : INFO : Epoch 1737 | loss: 0.0310107 | val_loss: 0.031244 | Time: 1497.83 ms [2020-12-18 06:08:56 main:581] : INFO : Epoch 1738 | loss: 0.0310071 | val_loss: 0.0312573 | Time: 1477.96 ms [2020-12-18 06:08:57 main:581] : INFO : Epoch 1739 | loss: 0.0310081 | val_loss: 0.0312756 | Time: 1461.19 ms [2020-12-18 06:08:59 main:581] : INFO : Epoch 1740 | loss: 0.0310068 | val_loss: 0.0312587 | Time: 1436.32 ms [2020-12-18 06:09:00 main:581] : INFO : Epoch 1741 | loss: 0.0310383 | val_loss: 0.0312435 | Time: 1451.29 ms [2020-12-18 06:09:02 main:581] : INFO : Epoch 1742 | loss: 0.0310312 | val_loss: 0.0312561 | Time: 1490.21 ms [2020-12-18 06:09:03 main:581] : INFO : Epoch 1743 | loss: 0.0310123 | val_loss: 0.031254 | Time: 1431.03 ms [2020-12-18 06:09:04 main:581] : INFO : Epoch 1744 | loss: 0.0310036 | val_loss: 0.0312483 | Time: 1448.79 ms [2020-12-18 06:09:06 main:581] : INFO : Epoch 1745 | loss: 0.0310031 | val_loss: 0.0312732 | Time: 1453.07 ms [2020-12-18 06:09:07 main:581] : INFO : Epoch 1746 | loss: 0.0310032 | val_loss: 0.0312618 | Time: 1457.62 ms [2020-12-18 06:09:09 main:581] : INFO : Epoch 1747 | loss: 0.0310137 | val_loss: 0.0312807 | Time: 1499.24 ms [2020-12-18 06:09:10 main:581] : INFO : Epoch 1748 | loss: 0.0310059 | val_loss: 0.0312899 | Time: 1469.54 ms [2020-12-18 06:09:12 main:581] : INFO : Epoch 1749 | loss: 0.0310086 | val_loss: 0.0312703 | Time: 1455.95 ms [2020-12-18 06:09:13 main:581] : INFO : Epoch 1750 | loss: 0.0310068 | val_loss: 0.031264 | Time: 1479.73 ms [2020-12-18 06:09:15 main:581] : INFO : Epoch 1751 | loss: 0.0310077 | val_loss: 0.0312566 | Time: 1457.61 ms [2020-12-18 06:09:16 main:581] : INFO : Epoch 1752 | loss: 0.0310193 | val_loss: 0.031233 | Time: 1443.19 ms [2020-12-18 06:09:18 main:581] : INFO : Epoch 1753 | loss: 0.0310226 | val_loss: 0.0312641 | Time: 1455 ms [2020-12-18 06:09:19 main:581] : INFO : Epoch 1754 | loss: 0.0310115 | val_loss: 0.0312785 | Time: 1461.9 ms [2020-12-18 06:09:20 main:581] : INFO : Epoch 1755 | loss: 0.0310209 | val_loss: 0.0312548 | Time: 1441.9 ms [2020-12-18 06:09:22 main:581] : INFO : Epoch 1756 | loss: 0.0310195 | val_loss: 0.0312592 | Time: 1418.35 ms [2020-12-18 06:09:23 main:581] : INFO : Epoch 1757 | loss: 0.03101 | val_loss: 0.0312622 | Time: 1433.09 ms [2020-12-18 06:09:25 main:581] : INFO : Epoch 1758 | loss: 0.03101 | val_loss: 0.0312759 | Time: 1412.68 ms [2020-12-18 06:09:26 main:581] : INFO : Epoch 1759 | loss: 0.0310108 | val_loss: 0.0312675 | Time: 1425.74 ms [2020-12-18 06:09:28 main:581] : INFO : Epoch 1760 | loss: 0.0310101 | val_loss: 0.0312731 | Time: 1414.3 ms [2020-12-18 06:09:29 main:581] : INFO : Epoch 1761 | loss: 0.0310048 | val_loss: 0.031258 | Time: 1408.45 ms [2020-12-18 06:09:30 main:581] : INFO : Epoch 1762 | loss: 0.0310329 | val_loss: 0.0312349 | Time: 1409.53 ms [2020-12-18 06:09:32 main:581] : INFO : Epoch 1763 | loss: 0.0310186 | val_loss: 0.0312737 | Time: 1422.2 ms [2020-12-18 06:09:33 main:581] : INFO : Epoch 1764 | loss: 0.0310059 | val_loss: 0.0312799 | Time: 1421.27 ms [2020-12-18 06:09:35 main:581] : INFO : Epoch 1765 | loss: 0.0310052 | val_loss: 0.0312728 | Time: 1433.18 ms [2020-12-18 06:09:36 main:581] : INFO : Epoch 1766 | loss: 0.0310037 | val_loss: 0.0312696 | Time: 1403.91 ms [2020-12-18 06:09:38 main:581] : INFO : Epoch 1767 | loss: 0.0310059 | val_loss: 0.0312845 | Time: 1421.74 ms [2020-12-18 06:09:39 main:581] : INFO : Epoch 1768 | loss: 0.0310084 | val_loss: 0.031261 | Time: 1415.22 ms [2020-12-18 06:09:40 main:581] : INFO : Epoch 1769 | loss: 0.0310016 | val_loss: 0.0312583 | Time: 1419.15 ms [2020-12-18 06:09:42 main:581] : INFO : Epoch 1770 | loss: 0.0310098 | val_loss: 0.0312579 | Time: 1427.96 ms [2020-12-18 06:09:43 main:581] : INFO : Epoch 1771 | loss: 0.0310051 | val_loss: 0.0312861 | Time: 1409.86 ms [2020-12-18 06:09:45 main:581] : INFO : Epoch 1772 | loss: 0.0310131 | val_loss: 0.0312694 | Time: 1425.65 ms [2020-12-18 06:09:46 main:581] : INFO : Epoch 1773 | loss: 0.0310153 | val_loss: 0.0312729 | Time: 1431.21 ms [2020-12-18 06:09:47 main:581] : INFO : Epoch 1774 | loss: 0.0310045 | val_loss: 0.0312593 | Time: 1455.95 ms [2020-12-18 06:09:49 main:581] : INFO : Epoch 1775 | loss: 0.0310372 | val_loss: 0.0312154 | Time: 1458.07 ms [2020-12-18 06:09:50 main:581] : INFO : Epoch 1776 | loss: 0.0310346 | val_loss: 0.0312581 | Time: 1450.78 ms [2020-12-18 06:09:52 main:581] : INFO : Epoch 1777 | loss: 0.031013 | val_loss: 0.0312614 | Time: 1439.23 ms [2020-12-18 06:09:53 main:581] : INFO : Epoch 1778 | loss: 0.0310133 | val_loss: 0.0312615 | Time: 1451.98 ms [2020-12-18 06:09:55 main:581] : INFO : Epoch 1779 | loss: 0.0310171 | val_loss: 0.0312555 | Time: 1434.4 ms [2020-12-18 06:09:56 main:581] : INFO : Epoch 1780 | loss: 0.0310242 | val_loss: 0.0312444 | Time: 1429.99 ms [2020-12-18 06:09:58 main:581] : INFO : Epoch 1781 | loss: 0.0310185 | val_loss: 0.0312772 | Time: 1448.19 ms [2020-12-18 06:09:59 main:581] : INFO : Epoch 1782 | loss: 0.0310107 | val_loss: 0.0312864 | Time: 1465.39 ms [2020-12-18 06:10:01 main:581] : INFO : Epoch 1783 | loss: 0.031007 | val_loss: 0.031281 | Time: 1422.53 ms [2020-12-18 06:10:02 main:581] : INFO : Epoch 1784 | loss: 0.0310009 | val_loss: 0.0312791 | Time: 1444.91 ms [2020-12-18 06:10:03 main:581] : INFO : Epoch 1785 | loss: 0.0310097 | val_loss: 0.0312581 | Time: 1472.95 ms [2020-12-18 06:10:05 main:581] : INFO : Epoch 1786 | loss: 0.031008 | val_loss: 0.0312838 | Time: 1449.63 ms [2020-12-18 06:10:06 main:581] : INFO : Epoch 1787 | loss: 0.0310058 | val_loss: 0.0312609 | Time: 1485.28 ms [2020-12-18 06:10:08 main:581] : INFO : Epoch 1788 | loss: 0.0309968 | val_loss: 0.0312644 | Time: 1471.41 ms [2020-12-18 06:10:09 main:581] : INFO : Epoch 1789 | loss: 0.0310061 | val_loss: 0.0312763 | Time: 1460.43 ms [2020-12-18 06:10:11 main:581] : INFO : Epoch 1790 | loss: 0.0310127 | val_loss: 0.0312552 | Time: 1454.21 ms [2020-12-18 06:10:12 main:581] : INFO : Epoch 1791 | loss: 0.0310133 | val_loss: 0.0312634 | Time: 1481.88 ms [2020-12-18 06:10:14 main:581] : INFO : Epoch 1792 | loss: 0.0310129 | val_loss: 0.0312537 | Time: 1459.85 ms [2020-12-18 06:10:15 main:581] : INFO : Epoch 1793 | loss: 0.0310066 | val_loss: 0.0312605 | Time: 1472.79 ms [2020-12-18 06:10:17 main:581] : INFO : Epoch 1794 | loss: 0.0310066 | val_loss: 0.0312865 | Time: 1470.29 ms [2020-12-18 06:10:18 main:581] : INFO : Epoch 1795 | loss: 0.0310101 | val_loss: 0.0312662 | Time: 1435.45 ms [2020-12-18 06:10:19 main:581] : INFO : Epoch 1796 | loss: 0.0310089 | val_loss: 0.0312488 | Time: 1430.8 ms [2020-12-18 06:10:21 main:581] : INFO : Epoch 1797 | loss: 0.0310156 | val_loss: 0.0312679 | Time: 1444.65 ms [2020-12-18 06:10:22 main:581] : INFO : Epoch 1798 | loss: 0.0310164 | val_loss: 0.0312672 | Time: 1445.99 ms [2020-12-18 06:10:24 main:581] : INFO : Epoch 1799 | loss: 0.0310102 | val_loss: 0.0312729 | Time: 1462.32 ms [2020-12-18 06:10:25 main:581] : INFO : Epoch 1800 | loss: 0.0310015 | val_loss: 0.0312563 | Time: 1435 ms [2020-12-18 06:10:27 main:581] : INFO : Epoch 1801 | loss: 0.0310059 | val_loss: 0.0312489 | Time: 1404.34 ms [2020-12-18 06:10:28 main:581] : INFO : Epoch 1802 | loss: 0.0310115 | val_loss: 0.0312634 | Time: 1414.64 ms [2020-12-18 06:10:29 main:581] : INFO : Epoch 1803 | loss: 0.0310061 | val_loss: 0.0312935 | Time: 1396.41 ms [2020-12-18 06:10:31 main:581] : INFO : Epoch 1804 | loss: 0.0310061 | val_loss: 0.0312831 | Time: 1416.19 ms [2020-12-18 06:10:32 main:581] : INFO : Epoch 1805 | loss: 0.0310021 | val_loss: 0.0312646 | Time: 1412.66 ms [2020-12-18 06:10:34 main:581] : INFO : Epoch 1806 | loss: 0.0310119 | val_loss: 0.0312485 | Time: 1424.76 ms [2020-12-18 06:10:35 main:581] : INFO : Epoch 1807 | loss: 0.0310243 | val_loss: 0.031273 | Time: 1437.49 ms [2020-12-18 06:10:37 main:581] : INFO : Epoch 1808 | loss: 0.0310126 | val_loss: 0.0312542 | Time: 1425.2 ms [2020-12-18 06:10:38 main:581] : INFO : Epoch 1809 | loss: 0.0310106 | val_loss: 0.0312667 | Time: 1446.6 ms [2020-12-18 06:10:40 main:581] : INFO : Epoch 1810 | loss: 0.031002 | val_loss: 0.0312844 | Time: 1448.63 ms [2020-12-18 06:10:41 main:581] : INFO : Epoch 1811 | loss: 0.0310129 | val_loss: 0.0312559 | Time: 1423.72 ms [2020-12-18 06:10:42 main:581] : INFO : Epoch 1812 | loss: 0.0310225 | val_loss: 0.0312637 | Time: 1404.78 ms [2020-12-18 06:10:44 main:581] : INFO : Epoch 1813 | loss: 0.0310122 | val_loss: 0.0312624 | Time: 1477.31 ms [2020-12-18 06:10:45 main:581] : INFO : Epoch 1814 | loss: 0.0310101 | val_loss: 0.0312704 | Time: 1481.98 ms [2020-12-18 06:10:47 main:581] : INFO : Epoch 1815 | loss: 0.0310105 | val_loss: 0.0312642 | Time: 1466.19 ms [2020-12-18 06:10:48 main:581] : INFO : Epoch 1816 | loss: 0.0310069 | val_loss: 0.0312655 | Time: 1463.31 ms [2020-12-18 06:10:50 main:581] : INFO : Epoch 1817 | loss: 0.0310206 | val_loss: 0.0312725 | Time: 1439.28 ms [2020-12-18 06:10:51 main:581] : INFO : Epoch 1818 | loss: 0.0310237 | val_loss: 0.0312573 | Time: 1444.82 ms [2020-12-18 06:10:53 main:581] : INFO : Epoch 1819 | loss: 0.0310115 | val_loss: 0.0312769 | Time: 1435.49 ms [2020-12-18 06:10:54 main:581] : INFO : Epoch 1820 | loss: 0.0310167 | val_loss: 0.03127 | Time: 1391.85 ms [2020-12-18 06:10:55 main:581] : INFO : Epoch 1821 | loss: 0.0310081 | val_loss: 0.0312695 | Time: 1431.64 ms [2020-12-18 06:10:57 main:581] : INFO : Epoch 1822 | loss: 0.0310166 | val_loss: 0.0312867 | Time: 1440.88 ms [2020-12-18 06:10:58 main:581] : INFO : Epoch 1823 | loss: 0.0310129 | val_loss: 0.0312926 | Time: 1407.07 ms [2020-12-18 06:11:00 main:581] : INFO : Epoch 1824 | loss: 0.0310155 | val_loss: 0.0312789 | Time: 1415.17 ms [2020-12-18 06:11:01 main:581] : INFO : Epoch 1825 | loss: 0.0310168 | val_loss: 0.0312635 | Time: 1419.37 ms [2020-12-18 06:11:02 main:581] : INFO : Epoch 1826 | loss: 0.0310131 | val_loss: 0.031255 | Time: 1420.14 ms [2020-12-18 06:11:04 main:581] : INFO : Epoch 1827 | loss: 0.0310194 | val_loss: 0.0312513 | Time: 1448.93 ms [2020-12-18 06:11:05 main:581] : INFO : Epoch 1828 | loss: 0.0310048 | val_loss: 0.0312741 | Time: 1492.58 ms [2020-12-18 06:11:07 main:581] : INFO : Epoch 1829 | loss: 0.0310089 | val_loss: 0.0312797 | Time: 1459.29 ms [2020-12-18 06:11:08 main:581] : INFO : Epoch 1830 | loss: 0.0310113 | val_loss: 0.0312502 | Time: 1446.7 ms [2020-12-18 06:11:10 main:581] : INFO : Epoch 1831 | loss: 0.031008 | val_loss: 0.031281 | Time: 1449.43 ms [2020-12-18 06:11:11 main:581] : INFO : Epoch 1832 | loss: 0.0310033 | val_loss: 0.0312677 | Time: 1486.35 ms [2020-12-18 06:11:13 main:581] : INFO : Epoch 1833 | loss: 0.0310014 | val_loss: 0.0313009 | Time: 1482.76 ms [2020-12-18 06:11:14 main:581] : INFO : Epoch 1834 | loss: 0.0310085 | val_loss: 0.0312744 | Time: 1499.18 ms [2020-12-18 06:11:16 main:581] : INFO : Epoch 1835 | loss: 0.0310102 | val_loss: 0.0312665 | Time: 1479.49 ms [2020-12-18 06:11:17 main:581] : INFO : Epoch 1836 | loss: 0.0310127 | val_loss: 0.0312653 | Time: 1459.16 ms [2020-12-18 06:11:19 main:581] : INFO : Epoch 1837 | loss: 0.0310066 | val_loss: 0.0312726 | Time: 1462.67 ms [2020-12-18 06:11:20 main:581] : INFO : Epoch 1838 | loss: 0.0310023 | val_loss: 0.0312604 | Time: 1476.21 ms [2020-12-18 06:11:22 main:581] : INFO : Epoch 1839 | loss: 0.0310076 | val_loss: 0.0312654 | Time: 1471.96 ms [2020-12-18 06:11:23 main:581] : INFO : Epoch 1840 | loss: 0.0310025 | val_loss: 0.031281 | Time: 1479.23 ms [2020-12-18 06:11:25 main:581] : INFO : Epoch 1841 | loss: 0.0310048 | val_loss: 0.0312665 | Time: 1441.57 ms [2020-12-18 06:11:26 main:581] : INFO : Epoch 1842 | loss: 0.0310188 | val_loss: 0.0312516 | Time: 1403.58 ms [2020-12-18 06:11:27 main:581] : INFO : Epoch 1843 | loss: 0.0310168 | val_loss: 0.0312545 | Time: 1396.85 ms [2020-12-18 06:11:29 main:581] : INFO : Epoch 1844 | loss: 0.0310098 | val_loss: 0.031272 | Time: 1419.7 ms [2020-12-18 06:11:30 main:581] : INFO : Epoch 1845 | loss: 0.0310046 | val_loss: 0.0312594 | Time: 1474.43 ms [2020-12-18 06:11:32 main:581] : INFO : Epoch 1846 | loss: 0.0309976 | val_loss: 0.0312617 | Time: 1475.06 ms [2020-12-18 06:11:33 main:581] : INFO : Epoch 1847 | loss: 0.0310063 | val_loss: 0.0312736 | Time: 1450.85 ms [2020-12-18 06:11:35 main:581] : INFO : Epoch 1848 | loss: 0.0310055 | val_loss: 0.0312653 | Time: 1456.21 ms [2020-12-18 06:11:36 main:581] : INFO : Epoch 1849 | loss: 0.0310071 | val_loss: 0.0312926 | Time: 1457.01 ms [2020-12-18 06:11:38 main:581] : INFO : Epoch 1850 | loss: 0.0310069 | val_loss: 0.0312564 | Time: 1506.85 ms [2020-12-18 06:11:39 main:581] : INFO : Epoch 1851 | loss: 0.0310011 | val_loss: 0.0312703 | Time: 1459.88 ms [2020-12-18 06:11:40 main:581] : INFO : Epoch 1852 | loss: 0.0310033 | val_loss: 0.0312665 | Time: 1465.18 ms [2020-12-18 06:11:42 main:581] : INFO : Epoch 1853 | loss: 0.0310116 | val_loss: 0.0312401 | Time: 1468.4 ms [2020-12-18 06:11:43 main:581] : INFO : Epoch 1854 | loss: 0.0310193 | val_loss: 0.0312689 | Time: 1415.16 ms [2020-12-18 06:11:45 main:581] : INFO : Epoch 1855 | loss: 0.0310104 | val_loss: 0.0312684 | Time: 1461.9 ms [2020-12-18 06:11:46 main:581] : INFO : Epoch 1856 | loss: 0.0310042 | val_loss: 0.0312774 | Time: 1456.31 ms [2020-12-18 06:11:48 main:581] : INFO : Epoch 1857 | loss: 0.0310069 | val_loss: 0.0312817 | Time: 1450.78 ms [2020-12-18 06:11:49 main:581] : INFO : Epoch 1858 | loss: 0.0310048 | val_loss: 0.0312526 | Time: 1481.05 ms [2020-12-18 06:11:51 main:581] : INFO : Epoch 1859 | loss: 0.0310097 | val_loss: 0.0312777 | Time: 1510.55 ms [2020-12-18 06:11:52 main:581] : INFO : Epoch 1860 | loss: 0.0310161 | val_loss: 0.0312799 | Time: 1457.04 ms [2020-12-18 06:11:54 main:581] : INFO : Epoch 1861 | loss: 0.0310601 | val_loss: 0.0314154 | Time: 1487.21 ms [2020-12-18 06:11:55 main:581] : INFO : Epoch 1862 | loss: 0.0322801 | val_loss: 0.0330917 | Time: 1420.49 ms [2020-12-18 06:11:57 main:581] : INFO : Epoch 1863 | loss: 0.0348031 | val_loss: 0.0315969 | Time: 1415.58 ms [2020-12-18 06:11:58 main:581] : INFO : Epoch 1864 | loss: 0.0315928 | val_loss: 0.0314405 | Time: 1402.36 ms [2020-12-18 06:11:59 main:581] : INFO : Epoch 1865 | loss: 0.0313091 | val_loss: 0.0312573 | Time: 1431.13 ms [2020-12-18 06:12:01 main:581] : INFO : Epoch 1866 | loss: 0.031257 | val_loss: 0.0312506 | Time: 1412.79 ms [2020-12-18 06:12:02 main:581] : INFO : Epoch 1867 | loss: 0.0312495 | val_loss: 0.0312473 | Time: 1424.49 ms [2020-12-18 06:12:04 main:581] : INFO : Epoch 1868 | loss: 0.0312479 | val_loss: 0.0312454 | Time: 1456.55 ms [2020-12-18 06:12:05 main:581] : INFO : Epoch 1869 | loss: 0.0312435 | val_loss: 0.0312401 | Time: 1410.32 ms [2020-12-18 06:12:06 main:581] : INFO : Epoch 1870 | loss: 0.0312402 | val_loss: 0.0312405 | Time: 1389.09 ms [2020-12-18 06:12:08 main:581] : INFO : Epoch 1871 | loss: 0.0312384 | val_loss: 0.0312335 | Time: 1402.95 ms [2020-12-18 06:12:09 main:581] : INFO : Epoch 1872 | loss: 0.0312333 | val_loss: 0.0312302 | Time: 1400.91 ms [2020-12-18 06:12:11 main:581] : INFO : Epoch 1873 | loss: 0.0312296 | val_loss: 0.0312259 | Time: 1434.58 ms [2020-12-18 06:12:12 main:581] : INFO : Epoch 1874 | loss: 0.0312272 | val_loss: 0.0312205 | Time: 1464.24 ms [2020-12-18 06:12:14 main:581] : INFO : Epoch 1875 | loss: 0.0312239 | val_loss: 0.0312202 | Time: 1431 ms [2020-12-18 06:12:15 main:581] : INFO : Epoch 1876 | loss: 0.0312183 | val_loss: 0.0312147 | Time: 1451.37 ms [2020-12-18 06:12:16 main:581] : INFO : Epoch 1877 | loss: 0.0312197 | val_loss: 0.0312126 | Time: 1455.75 ms [2020-12-18 06:12:18 main:581] : INFO : Epoch 1878 | loss: 0.0312136 | val_loss: 0.0312093 | Time: 1467.41 ms [2020-12-18 06:12:19 main:581] : INFO : Epoch 1879 | loss: 0.0312085 | val_loss: 0.0312052 | Time: 1429.85 ms [2020-12-18 06:12:21 main:581] : INFO : Epoch 1880 | loss: 0.0312064 | val_loss: 0.0312044 | Time: 1436.01 ms [2020-12-18 06:12:22 main:581] : INFO : Epoch 1881 | loss: 0.0312052 | val_loss: 0.0312057 | Time: 1437.88 ms [2020-12-18 06:12:24 main:581] : INFO : Epoch 1882 | loss: 0.0312069 | val_loss: 0.0312031 | Time: 1439.9 ms [2020-12-18 06:12:25 main:581] : INFO : Epoch 1883 | loss: 0.0312081 | val_loss: 0.0312035 | Time: 1429.39 ms [2020-12-18 06:12:27 main:581] : INFO : Epoch 1884 | loss: 0.0312033 | val_loss: 0.0311979 | Time: 1427.34 ms [2020-12-18 06:12:28 main:581] : INFO : Epoch 1885 | loss: 0.0311986 | val_loss: 0.0311965 | Time: 1416.03 ms [2020-12-18 06:12:29 main:581] : INFO : Epoch 1886 | loss: 0.0311944 | val_loss: 0.0311971 | Time: 1455.22 ms [2020-12-18 06:12:31 main:581] : INFO : Epoch 1887 | loss: 0.0312014 | val_loss: 0.0312058 | Time: 1456.76 ms [2020-12-18 06:12:32 main:581] : INFO : Epoch 1888 | loss: 0.0311996 | val_loss: 0.0311954 | Time: 1472.47 ms [2020-12-18 06:12:34 main:581] : INFO : Epoch 1889 | loss: 0.0311902 | val_loss: 0.0312032 | Time: 1460.96 ms [2020-12-18 06:12:35 main:581] : INFO : Epoch 1890 | loss: 0.0311905 | val_loss: 0.0311887 | Time: 1457.9 ms [2020-12-18 06:12:37 main:581] : INFO : Epoch 1891 | loss: 0.0311878 | val_loss: 0.0311883 | Time: 1467.74 ms [2020-12-18 06:12:38 main:581] : INFO : Epoch 1892 | loss: 0.0311866 | val_loss: 0.0311944 | Time: 1451.85 ms [2020-12-18 06:12:40 main:581] : INFO : Epoch 1893 | loss: 0.0311883 | val_loss: 0.0311933 | Time: 1415.87 ms [2020-12-18 06:12:41 main:581] : INFO : Epoch 1894 | loss: 0.0311833 | val_loss: 0.0311872 | Time: 1426.35 ms [2020-12-18 06:12:43 main:581] : INFO : Epoch 1895 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 1476.87 ms [2020-12-18 06:12:44 main:581] : INFO : Epoch 1896 | loss: 0.0311796 | val_loss: 0.0311807 | Time: 1461.86 ms [2020-12-18 06:12:45 main:581] : INFO : Epoch 1897 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 1439.33 ms [2020-12-18 06:12:47 main:581] : INFO : Epoch 1898 | loss: 0.0311772 | val_loss: 0.0311806 | Time: 1455.77 ms [2020-12-18 06:12:48 main:581] : INFO : Epoch 1899 | loss: 0.0311752 | val_loss: 0.0311786 | Time: 1450.97 ms [2020-12-18 06:12:50 main:581] : INFO : Epoch 1900 | loss: 0.0311804 | val_loss: 0.031184 | Time: 1461.94 ms [2020-12-18 06:12:51 main:581] : INFO : Epoch 1901 | loss: 0.0311822 | val_loss: 0.0311859 | Time: 1441.78 ms [2020-12-18 06:12:53 main:581] : INFO : Epoch 1902 | loss: 0.0311744 | val_loss: 0.031178 | Time: 1466.6 ms [2020-12-18 06:12:54 main:581] : INFO : Epoch 1903 | loss: 0.0311727 | val_loss: 0.0311994 | Time: 1499.44 ms [2020-12-18 06:12:56 main:581] : INFO : Epoch 1904 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 1458.98 ms [2020-12-18 06:12:57 main:581] : INFO : Epoch 1905 | loss: 0.0311705 | val_loss: 0.0311787 | Time: 1453.36 ms [2020-12-18 06:12:59 main:581] : INFO : Epoch 1906 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 1431.69 ms [2020-12-18 06:13:00 main:581] : INFO : Epoch 1907 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 1436.98 ms [2020-12-18 06:13:01 main:581] : INFO : Epoch 1908 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 1488.73 ms [2020-12-18 06:13:03 main:581] : INFO : Epoch 1909 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 1482.29 ms [2020-12-18 06:13:04 main:581] : INFO : Epoch 1910 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 1446.15 ms [2020-12-18 06:13:06 main:581] : INFO : Epoch 1911 | loss: 0.0311654 | val_loss: 0.0311788 | Time: 1418.38 ms [2020-12-18 06:13:07 main:581] : INFO : Epoch 1912 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 1412.82 ms [2020-12-18 06:13:09 main:581] : INFO : Epoch 1913 | loss: 0.0311644 | val_loss: 0.0311729 | Time: 1442.65 ms [2020-12-18 06:13:10 main:581] : INFO : Epoch 1914 | loss: 0.0311616 | val_loss: 0.031173 | Time: 1439.36 ms [2020-12-18 06:13:12 main:581] : INFO : Epoch 1915 | loss: 0.0311598 | val_loss: 0.0311783 | Time: 1417.23 ms [2020-12-18 06:13:13 main:581] : INFO : Epoch 1916 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1429.33 ms [2020-12-18 06:13:14 main:581] : INFO : Epoch 1917 | loss: 0.03116 | val_loss: 0.031175 | Time: 1443.12 ms [2020-12-18 06:13:16 main:581] : INFO : Epoch 1918 | loss: 0.031161 | val_loss: 0.031172 | Time: 1465.42 ms [2020-12-18 06:13:17 main:581] : INFO : Epoch 1919 | loss: 0.0311598 | val_loss: 0.0311749 | Time: 1457.21 ms [2020-12-18 06:13:19 main:581] : INFO : Epoch 1920 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 1438.03 ms [2020-12-18 06:13:20 main:581] : INFO : Epoch 1921 | loss: 0.0311568 | val_loss: 0.0311729 | Time: 1439.04 ms [2020-12-18 06:13:22 main:581] : INFO : Epoch 1922 | loss: 0.0311599 | val_loss: 0.0311769 | Time: 1439.5 ms [2020-12-18 06:13:23 main:581] : INFO : Epoch 1923 | loss: 0.0311575 | val_loss: 0.0311776 | Time: 1439.88 ms [2020-12-18 06:13:25 main:581] : INFO : Epoch 1924 | loss: 0.0311573 | val_loss: 0.0311739 | Time: 1437.12 ms [2020-12-18 06:13:26 main:581] : INFO : Epoch 1925 | loss: 0.0311566 | val_loss: 0.0311757 | Time: 1472.49 ms [2020-12-18 06:13:27 main:581] : INFO : Epoch 1926 | loss: 0.0311593 | val_loss: 0.0311865 | Time: 1504.6 ms [2020-12-18 06:13:29 main:581] : INFO : Epoch 1927 | loss: 0.0311639 | val_loss: 0.0312025 | Time: 1469.4 ms [2020-12-18 06:13:30 main:581] : INFO : Epoch 1928 | loss: 0.0311586 | val_loss: 0.0311779 | Time: 1447.19 ms [2020-12-18 06:13:32 main:581] : INFO : Epoch 1929 | loss: 0.031154 | val_loss: 0.0311774 | Time: 1421.89 ms [2020-12-18 06:13:33 main:581] : INFO : Epoch 1930 | loss: 0.0311574 | val_loss: 0.0311843 | Time: 1457.97 ms [2020-12-18 06:13:35 main:581] : INFO : Epoch 1931 | loss: 0.0311553 | val_loss: 0.0311782 | Time: 1436.48 ms [2020-12-18 06:13:36 main:581] : INFO : Epoch 1932 | loss: 0.0311537 | val_loss: 0.0311849 | Time: 1439.46 ms [2020-12-18 06:13:38 main:581] : INFO : Epoch 1933 | loss: 0.0311523 | val_loss: 0.0311765 | Time: 1410.34 ms [2020-12-18 06:13:39 main:581] : INFO : Epoch 1934 | loss: 0.0311487 | val_loss: 0.0311784 | Time: 1436.57 ms [2020-12-18 06:13:40 main:581] : INFO : Epoch 1935 | loss: 0.03115 | val_loss: 0.0311776 | Time: 1438.71 ms [2020-12-18 06:13:42 main:581] : INFO : Epoch 1936 | loss: 0.0311483 | val_loss: 0.0311768 | Time: 1429.24 ms [2020-12-18 06:13:43 main:581] : INFO : Epoch 1937 | loss: 0.0311487 | val_loss: 0.0311762 | Time: 1435.05 ms [2020-12-18 06:13:45 main:581] : INFO : Epoch 1938 | loss: 0.0311475 | val_loss: 0.0311781 | Time: 1453.87 ms [2020-12-18 06:13:46 main:581] : INFO : Epoch 1939 | loss: 0.0311496 | val_loss: 0.0311767 | Time: 1442.63 ms [2020-12-18 06:13:48 main:581] : INFO : Epoch 1940 | loss: 0.0311487 | val_loss: 0.0311801 | Time: 1470.46 ms [2020-12-18 06:13:49 main:581] : INFO : Epoch 1941 | loss: 0.0311472 | val_loss: 0.0311789 | Time: 1459.07 ms [2020-12-18 06:13:51 main:581] : INFO : Epoch 1942 | loss: 0.0311465 | val_loss: 0.031182 | Time: 1479.42 ms [2020-12-18 06:13:52 main:581] : INFO : Epoch 1943 | loss: 0.0311477 | val_loss: 0.0311784 | Time: 1473.54 ms [2020-12-18 06:13:54 main:581] : INFO : Epoch 1944 | loss: 0.0311443 | val_loss: 0.0311791 | Time: 1477.9 ms [2020-12-18 06:13:55 main:581] : INFO : Epoch 1945 | loss: 0.0311456 | val_loss: 0.0311803 | Time: 1441.09 ms [2020-12-18 06:13:56 main:581] : INFO : Epoch 1946 | loss: 0.0311448 | val_loss: 0.03118 | Time: 1461.94 ms [2020-12-18 06:13:58 main:581] : INFO : Epoch 1947 | loss: 0.0311454 | val_loss: 0.0311787 | Time: 1494.6 ms [2020-12-18 06:13:59 main:581] : INFO : Epoch 1948 | loss: 0.0311463 | val_loss: 0.0311797 | Time: 1452.68 ms [2020-12-18 06:14:01 main:581] : INFO : Epoch 1949 | loss: 0.0311437 | val_loss: 0.0311832 | Time: 1473.47 ms [2020-12-18 06:14:02 main:581] : INFO : Epoch 1950 | loss: 0.0311439 | val_loss: 0.0311802 | Time: 1466.42 ms [2020-12-18 06:14:04 main:581] : INFO : Epoch 1951 | loss: 0.0311434 | val_loss: 0.0311809 | Time: 1463.17 ms [2020-12-18 06:14:05 main:581] : INFO : Epoch 1952 | loss: 0.0311425 | val_loss: 0.0311853 | Time: 1422.26 ms [2020-12-18 06:14:07 main:581] : INFO : Epoch 1953 | loss: 0.0311405 | val_loss: 0.0311819 | Time: 1429.29 ms [2020-12-18 06:14:08 main:581] : INFO : Epoch 1954 | loss: 0.0311398 | val_loss: 0.0311796 | Time: 1459.25 ms [2020-12-18 06:14:10 main:581] : INFO : Epoch 1955 | loss: 0.0311392 | val_loss: 0.031185 | Time: 1404.07 ms [2020-12-18 06:14:11 main:581] : INFO : Epoch 1956 | loss: 0.0311447 | val_loss: 0.0311794 | Time: 1465.54 ms [2020-12-18 06:14:12 main:581] : INFO : Epoch 1957 | loss: 0.0311425 | val_loss: 0.0311877 | Time: 1460.92 ms [2020-12-18 06:14:14 main:581] : INFO : Epoch 1958 | loss: 0.0311422 | val_loss: 0.0311853 | Time: 1450.75 ms [2020-12-18 06:14:15 main:581] : INFO : Epoch 1959 | loss: 0.0311382 | val_loss: 0.0311787 | Time: 1438.15 ms [2020-12-18 06:14:17 main:581] : INFO : Epoch 1960 | loss: 0.0311497 | val_loss: 0.0311804 | Time: 1402.86 ms [2020-12-18 06:14:18 main:581] : INFO : Epoch 1961 | loss: 0.0311449 | val_loss: 0.0311877 | Time: 1426.13 ms [2020-12-18 06:14:20 main:581] : INFO : Epoch 1962 | loss: 0.0311418 | val_loss: 0.0311835 | Time: 1455.36 ms [2020-12-18 06:14:21 main:581] : INFO : Epoch 1963 | loss: 0.0311376 | val_loss: 0.0311847 | Time: 1451.15 ms [2020-12-18 06:14:23 main:581] : INFO : Epoch 1964 | loss: 0.0311399 | val_loss: 0.0311901 | Time: 1443.52 ms [2020-12-18 06:14:24 main:581] : INFO : Epoch 1965 | loss: 0.0311395 | val_loss: 0.0311811 | Time: 1416.92 ms [2020-12-18 06:14:25 main:581] : INFO : Epoch 1966 | loss: 0.0311374 | val_loss: 0.0311821 | Time: 1404.59 ms [2020-12-18 06:14:27 main:581] : INFO : Epoch 1967 | loss: 0.0311387 | val_loss: 0.0311843 | Time: 1415.62 ms [2020-12-18 06:14:28 main:581] : INFO : Epoch 1968 | loss: 0.0311339 | val_loss: 0.0311863 | Time: 1428 ms [2020-12-18 06:14:30 main:581] : INFO : Epoch 1969 | loss: 0.0311346 | val_loss: 0.0311804 | Time: 1466.49 ms [2020-12-18 06:14:31 main:581] : INFO : Epoch 1970 | loss: 0.0311349 | val_loss: 0.031186 | Time: 1455.37 ms [2020-12-18 06:14:33 main:581] : INFO : Epoch 1971 | loss: 0.0311328 | val_loss: 0.0311837 | Time: 1459.78 ms [2020-12-18 06:14:34 main:581] : INFO : Epoch 1972 | loss: 0.0311343 | val_loss: 0.0311788 | Time: 1459.05 ms [2020-12-18 06:14:36 main:581] : INFO : Epoch 1973 | loss: 0.0311351 | val_loss: 0.0311894 | Time: 1469.01 ms [2020-12-18 06:14:37 main:581] : INFO : Epoch 1974 | loss: 0.0311337 | val_loss: 0.0311835 | Time: 1449.31 ms [2020-12-18 06:14:38 main:581] : INFO : Epoch 1975 | loss: 0.0311358 | val_loss: 0.0311836 | Time: 1444.67 ms [2020-12-18 06:14:40 main:581] : INFO : Epoch 1976 | loss: 0.031135 | val_loss: 0.0311855 | Time: 1443.78 ms [2020-12-18 06:14:41 main:581] : INFO : Epoch 1977 | loss: 0.0311378 | val_loss: 0.0311879 | Time: 1465.08 ms [2020-12-18 06:14:43 main:581] : INFO : Epoch 1978 | loss: 0.0311355 | val_loss: 0.0311906 | Time: 1469.06 ms [2020-12-18 06:14:44 main:581] : INFO : Epoch 1979 | loss: 0.0311309 | val_loss: 0.0311811 | Time: 1459.85 ms [2020-12-18 06:14:46 main:581] : INFO : Epoch 1980 | loss: 0.0311337 | val_loss: 0.0311945 | Time: 1456.29 ms [2020-12-18 06:14:47 main:581] : INFO : Epoch 1981 | loss: 0.0311342 | val_loss: 0.0311895 | Time: 1456.46 ms [2020-12-18 06:14:49 main:581] : INFO : Epoch 1982 | loss: 0.0311339 | val_loss: 0.03119 | Time: 1475.05 ms [2020-12-18 06:14:50 main:581] : INFO : Epoch 1983 | loss: 0.0311313 | val_loss: 0.0311829 | Time: 1478.99 ms [2020-12-18 06:14:52 main:581] : INFO : Epoch 1984 | loss: 0.0311316 | val_loss: 0.0311869 | Time: 1484.5 ms [2020-12-18 06:14:53 main:581] : INFO : Epoch 1985 | loss: 0.0311454 | val_loss: 0.0311913 | Time: 1465.11 ms [2020-12-18 06:14:55 main:581] : INFO : Epoch 1986 | loss: 0.0311357 | val_loss: 0.0311841 | Time: 1500.83 ms [2020-12-18 06:14:56 main:581] : INFO : Epoch 1987 | loss: 0.0311327 | val_loss: 0.0311928 | Time: 1467.34 ms [2020-12-18 06:14:57 main:581] : INFO : Epoch 1988 | loss: 0.0311318 | val_loss: 0.0311851 | Time: 1452.96 ms [2020-12-18 06:14:59 main:581] : INFO : Epoch 1989 | loss: 0.0311253 | val_loss: 0.0311952 | Time: 1451.94 ms [2020-12-18 06:15:00 main:581] : INFO : Epoch 1990 | loss: 0.0311249 | val_loss: 0.0311919 | Time: 1435.38 ms [2020-12-18 06:15:02 main:581] : INFO : Epoch 1991 | loss: 0.0311261 | val_loss: 0.0311857 | Time: 1434.73 ms [2020-12-18 06:15:03 main:581] : INFO : Epoch 1992 | loss: 0.0311247 | val_loss: 0.0311892 | Time: 1463.23 ms [2020-12-18 06:15:05 main:581] : INFO : Epoch 1993 | loss: 0.0311259 | val_loss: 0.0311902 | Time: 1465.39 ms [2020-12-18 06:15:06 main:581] : INFO : Epoch 1994 | loss: 0.0311275 | val_loss: 0.03119 | Time: 1445.93 ms [2020-12-18 06:15:08 main:581] : INFO : Epoch 1995 | loss: 0.0311267 | val_loss: 0.0311949 | Time: 1440 ms [2020-12-18 06:15:09 main:581] : INFO : Epoch 1996 | loss: 0.0311271 | val_loss: 0.0311893 | Time: 1457.72 ms [2020-12-18 06:15:11 main:581] : INFO : Epoch 1997 | loss: 0.0311259 | val_loss: 0.0311917 | Time: 1483.6 ms [2020-12-18 06:15:12 main:581] : INFO : Epoch 1998 | loss: 0.0311199 | val_loss: 0.0311915 | Time: 1465.72 ms [2020-12-18 06:15:14 main:581] : INFO : Epoch 1999 | loss: 0.0311243 | val_loss: 0.0311911 | Time: 1482.67 ms [2020-12-18 06:15:15 main:581] : INFO : Epoch 2000 | loss: 0.0311322 | val_loss: 0.0311895 | Time: 1466.43 ms [2020-12-18 06:15:16 main:581] : INFO : Epoch 2001 | loss: 0.0311245 | val_loss: 0.0311868 | Time: 1485.67 ms [2020-12-18 06:15:18 main:581] : INFO : Epoch 2002 | loss: 0.0311251 | val_loss: 0.0311876 | Time: 1474.11 ms [2020-12-18 06:15:19 main:581] : INFO : Epoch 2003 | loss: 0.0311256 | val_loss: 0.0311862 | Time: 1483.27 ms [2020-12-18 06:15:21 main:581] : INFO : Epoch 2004 | loss: 0.031129 | val_loss: 0.0311991 | Time: 1443.58 ms [2020-12-18 06:15:22 main:581] : INFO : Epoch 2005 | loss: 0.0311245 | val_loss: 0.0311912 | Time: 1477.3 ms [2020-12-18 06:15:24 main:581] : INFO : Epoch 2006 | loss: 0.0311245 | val_loss: 0.0311856 | Time: 1467.32 ms [2020-12-18 06:15:25 main:581] : INFO : Epoch 2007 | loss: 0.0311272 | val_loss: 0.0311856 | Time: 1461.54 ms [2020-12-18 06:15:27 main:581] : INFO : Epoch 2008 | loss: 0.0311214 | val_loss: 0.0311975 | Time: 1480.06 ms [2020-12-18 06:15:28 main:581] : INFO : Epoch 2009 | loss: 0.031126 | val_loss: 0.0311831 | Time: 1448.76 ms [2020-12-18 06:15:30 main:581] : INFO : Epoch 2010 | loss: 0.0311228 | val_loss: 0.0311897 | Time: 1475.31 ms [2020-12-18 06:15:31 main:581] : INFO : Epoch 2011 | loss: 0.0311531 | val_loss: 0.0311759 | Time: 1484.77 ms [2020-12-18 06:15:33 main:581] : INFO : Epoch 2012 | loss: 0.0311525 | val_loss: 0.0311735 | Time: 1458.42 ms [2020-12-18 06:15:34 main:581] : INFO : Epoch 2013 | loss: 0.0311459 | val_loss: 0.0311816 | Time: 1467.22 ms [2020-12-18 06:15:36 main:581] : INFO : Epoch 2014 | loss: 0.0311473 | val_loss: 0.0311807 | Time: 1491.71 ms [2020-12-18 06:15:37 main:581] : INFO : Epoch 2015 | loss: 0.0311414 | val_loss: 0.0311794 | Time: 1473.14 ms [2020-12-18 06:15:38 main:581] : INFO : Epoch 2016 | loss: 0.0311402 | val_loss: 0.0311871 | Time: 1443.92 ms [2020-12-18 06:15:40 main:581] : INFO : Epoch 2017 | loss: 0.0311377 | val_loss: 0.031198 | Time: 1469.14 ms [2020-12-18 06:15:41 main:581] : INFO : Epoch 2018 | loss: 0.031138 | val_loss: 0.0311809 | Time: 1490.16 ms [2020-12-18 06:15:43 main:581] : INFO : Epoch 2019 | loss: 0.0311305 | val_loss: 0.0311869 | Time: 1463.82 ms [2020-12-18 06:15:44 main:581] : INFO : Epoch 2020 | loss: 0.0311317 | val_loss: 0.0311844 | Time: 1457.92 ms [2020-12-18 06:15:46 main:581] : INFO : Epoch 2021 | loss: 0.0311344 | val_loss: 0.0311803 | Time: 1467.4 ms [2020-12-18 06:15:47 main:581] : INFO : Epoch 2022 | loss: 0.0311271 | val_loss: 0.0311869 | Time: 1482.11 ms [2020-12-18 06:15:49 main:581] : INFO : Epoch 2023 | loss: 0.0311265 | val_loss: 0.031183 | Time: 1483.73 ms [2020-12-18 06:15:50 main:581] : INFO : Epoch 2024 | loss: 0.0311268 | val_loss: 0.0311926 | Time: 1484.5 ms [2020-12-18 06:15:52 main:581] : INFO : Epoch 2025 | loss: 0.0311235 | val_loss: 0.031182 | Time: 1469.61 ms [2020-12-18 06:15:53 main:581] : INFO : Epoch 2026 | loss: 0.0311205 | val_loss: 0.0311871 | Time: 1469.37 ms [2020-12-18 06:15:55 main:581] : INFO : Epoch 2027 | loss: 0.0311235 | val_loss: 0.0311936 | Time: 1501.9 ms [2020-12-18 06:15:56 main:581] : INFO : Epoch 2028 | loss: 0.0311253 | val_loss: 0.0311854 | Time: 1488.24 ms [2020-12-18 06:15:58 main:581] : INFO : Epoch 2029 | loss: 0.0311214 | val_loss: 0.0311804 | Time: 1451.41 ms [2020-12-18 06:15:59 main:581] : INFO : Epoch 2030 | loss: 0.0311191 | val_loss: 0.0311922 | Time: 1455.86 ms [2020-12-18 06:16:01 main:581] : INFO : Epoch 2031 | loss: 0.0311212 | val_loss: 0.0311854 | Time: 1413.87 ms [2020-12-18 06:16:02 main:581] : INFO : Epoch 2032 | loss: 0.0311173 | val_loss: 0.0311853 | Time: 1436.49 ms [2020-12-18 06:16:03 main:581] : INFO : Epoch 2033 | loss: 0.0311214 | val_loss: 0.0311916 | Time: 1453.74 ms [2020-12-18 06:16:05 main:581] : INFO : Epoch 2034 | loss: 0.0311189 | val_loss: 0.0311767 | Time: 1458.49 ms [2020-12-18 06:16:06 main:581] : INFO : Epoch 2035 | loss: 0.0311244 | val_loss: 0.0312001 | Time: 1453.61 ms [2020-12-18 06:16:08 main:581] : INFO : Epoch 2036 | loss: 0.0311273 | val_loss: 0.0311964 | Time: 1454.92 ms [2020-12-18 06:16:09 main:581] : INFO : Epoch 2037 | loss: 0.0311204 | val_loss: 0.0311801 | Time: 1455.11 ms [2020-12-18 06:16:11 main:581] : INFO : Epoch 2038 | loss: 0.0311243 | val_loss: 0.0311904 | Time: 1466.39 ms [2020-12-18 06:16:12 main:581] : INFO : Epoch 2039 | loss: 0.0311256 | val_loss: 0.0312077 | Time: 1458.91 ms [2020-12-18 06:16:14 main:581] : INFO : Epoch 2040 | loss: 0.031166 | val_loss: 0.0311718 | Time: 1487.06 ms [2020-12-18 06:16:15 main:581] : INFO : Epoch 2041 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 1452.49 ms [2020-12-18 06:16:17 main:581] : INFO : Epoch 2042 | loss: 0.0311519 | val_loss: 0.031172 | Time: 1474.44 ms [2020-12-18 06:16:18 main:581] : INFO : Epoch 2043 | loss: 0.0311475 | val_loss: 0.0311681 | Time: 1448 ms [2020-12-18 06:16:19 main:581] : INFO : Epoch 2044 | loss: 0.0311421 | val_loss: 0.0311721 | Time: 1413.89 ms [2020-12-18 06:16:21 main:581] : INFO : Epoch 2045 | loss: 0.0311411 | val_loss: 0.0311761 | Time: 1452.72 ms [2020-12-18 06:16:22 main:581] : INFO : Epoch 2046 | loss: 0.0311383 | val_loss: 0.0311746 | Time: 1458.48 ms [2020-12-18 06:16:24 main:581] : INFO : Epoch 2047 | loss: 0.0311398 | val_loss: 0.0311751 | Time: 1454.05 ms [2020-12-18 06:16:25 main:581] : INFO : Epoch 2048 | loss: 0.0311478 | val_loss: 0.0311685 | Time: 1419.91 ms [2020-12-18 06:16:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311685 [2020-12-18 06:16:25 main:610] : INFO : Saving end state to config to file [2020-12-18 06:16:25 main:615] : INFO : Success, exiting.. 06:16:25 (3050253): 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)