Task 3898043
| Name | ParityModified-1611721639-21416-4_0 |
| Workunit | 2052912 |
| Created | 31 Jan 2021, 12:10:16 UTC |
| Sent | 1 Feb 2021, 11:15:25 UTC |
| Report deadline | 8 Feb 2021, 11:15:25 UTC |
| Received | 1 Feb 2021, 15:32:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 48 min 2 sec |
| CPU time | 46 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.40 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 5:20:01 main:507] : INFO : Preparing config file [2021-02-01 15:20:01 main:511] : INFO : Found checkpoint, attempting to load... [2021-02-01 15:20:01 main:512] : INFO : Loading config [2021-02-01 15:20:01 main:514] : INFO : Loading state [2021-02-01 15:20:02 main:559] : INFO : Loading DataLoader into Memory [2021-02-01 15:20:02 main:562] : INFO : Starting Training [2021-02-01 15:20:04 main:574] : INFO : Epoch 1546 | loss: 0.0313222 | val_loss: 0.0312499 | Time: 1564.18 ms [2021-02-01 15:20:05 main:574] : INFO : Epoch 1547 | loss: 0.0312282 | val_loss: 0.0311955 | Time: 1497.57 ms [2021-02-01 15:20:06 main:574] : INFO : Epoch 1548 | loss: 0.0311836 | val_loss: 0.0311782 | Time: 1194.8 ms [2021-02-01 15:20:07 main:574] : INFO : Epoch 1549 | loss: 0.0311767 | val_loss: 0.0311752 | Time: 1232.4 ms [2021-02-01 15:20:09 main:574] : INFO : Epoch 1550 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 1528.62 ms [2021-02-01 15:20:10 main:574] : INFO : Epoch 1551 | loss: 0.031177 | val_loss: 0.0311732 | Time: 1212.16 ms [2021-02-01 15:20:11 main:574] : INFO : Epoch 1552 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 1225.96 ms [2021-02-01 15:20:13 main:574] : INFO : Epoch 1553 | loss: 0.0311749 | val_loss: 0.0311733 | Time: 1549.48 ms [2021-02-01 15:20:14 main:574] : INFO : Epoch 1554 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 1213.49 ms [2021-02-01 15:20:15 main:574] : INFO : Epoch 1555 | loss: 0.0311781 | val_loss: 0.0311738 | Time: 1214.36 ms [2021-02-01 15:20:17 main:574] : INFO : Epoch 1556 | loss: 0.0311737 | val_loss: 0.0311715 | Time: 1508.9 ms [2021-02-01 15:20:18 main:574] : INFO : Epoch 1557 | loss: 0.0311729 | val_loss: 0.031171 | Time: 1203.79 ms [2021-02-01 15:20:19 main:574] : INFO : Epoch 1558 | loss: 0.0311729 | val_loss: 0.0311709 | Time: 1256.8 ms [2021-02-01 15:20:21 main:574] : INFO : Epoch 1559 | loss: 0.0311733 | val_loss: 0.0311717 | Time: 1550.15 ms [2021-02-01 15:20:22 main:574] : INFO : Epoch 1560 | loss: 0.0311732 | val_loss: 0.0311716 | Time: 1232.11 ms [2021-02-01 15:20:23 main:574] : INFO : Epoch 1561 | loss: 0.0311752 | val_loss: 0.0311715 | Time: 1225.01 ms [2021-02-01 15:20:25 main:574] : INFO : Epoch 1562 | loss: 0.0311748 | val_loss: 0.031174 | Time: 1547.71 ms [2021-02-01 15:20:26 main:574] : INFO : Epoch 1563 | loss: 0.0311725 | val_loss: 0.0311709 | Time: 1249.3 ms [2021-02-01 15:20:28 main:574] : INFO : Epoch 1564 | loss: 0.0311737 | val_loss: 0.0311734 | Time: 1290.68 ms [2021-02-01 15:20:29 main:574] : INFO : Epoch 1565 | loss: 0.0311718 | val_loss: 0.0311707 | Time: 1479.41 ms [2021-02-01 15:20:30 main:574] : INFO : Epoch 1566 | loss: 0.0311719 | val_loss: 0.0311792 | Time: 1185.7 ms [2021-02-01 15:20:32 main:574] : INFO : Epoch 1567 | loss: 0.0311749 | val_loss: 0.0311743 | Time: 1217.11 ms [2021-02-01 15:20:33 main:574] : INFO : Epoch 1568 | loss: 0.0311733 | val_loss: 0.0311851 | Time: 1561.52 ms [2021-02-01 15:20:34 main:574] : INFO : Epoch 1569 | loss: 0.0311746 | val_loss: 0.0311732 | Time: 1231.36 ms [2021-02-01 15:20:36 main:574] : INFO : Epoch 1570 | loss: 0.031172 | val_loss: 0.0311709 | Time: 1200.86 ms [2021-02-01 15:20:37 main:574] : INFO : Epoch 1571 | loss: 0.0311712 | val_loss: 0.0311702 | Time: 1610.96 ms [2021-02-01 15:20:38 main:574] : INFO : Epoch 1572 | loss: 0.0311728 | val_loss: 0.0311726 | Time: 1203.87 ms [2021-02-01 15:20:40 main:574] : INFO : Epoch 1573 | loss: 0.0311706 | val_loss: 0.0311692 | Time: 1228.85 ms [2021-02-01 15:20:41 main:574] : INFO : Epoch 1574 | loss: 0.0311724 | val_loss: 0.031177 | Time: 1536.86 ms [2021-02-01 15:20:42 main:574] : INFO : Epoch 1575 | loss: 0.0311703 | val_loss: 0.0311697 | Time: 1222.47 ms [2021-02-01 15:20:44 main:574] : INFO : Epoch 1576 | loss: 0.0311714 | val_loss: 0.0311713 | Time: 1301.95 ms [2021-02-01 15:20:45 main:574] : INFO : Epoch 1577 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 1503.88 ms [2021-02-01 15:20:46 main:574] : INFO : Epoch 1578 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 1222.64 ms [2021-02-01 15:20:48 main:574] : INFO : Epoch 1579 | loss: 0.0311813 | val_loss: 0.0311744 | Time: 1201.05 ms [2021-02-01 15:20:49 main:574] : INFO : Epoch 1580 | loss: 0.0311777 | val_loss: 0.0311748 | Time: 1572.49 ms [2021-02-01 15:20:50 main:574] : INFO : Epoch 1581 | loss: 0.0311761 | val_loss: 0.0311724 | Time: 1211.07 ms [2021-02-01 15:20:52 main:574] : INFO : Epoch 1582 | loss: 0.0311747 | val_loss: 0.0311729 | Time: 1221.44 ms [2021-02-01 15:20:53 main:574] : INFO : Epoch 1583 | loss: 0.031175 | val_loss: 0.0311727 | Time: 1504.79 ms [2021-02-01 15:20:54 main:574] : INFO : Epoch 1584 | loss: 0.0311725 | val_loss: 0.0311723 | Time: 1212.97 ms [2021-02-01 15:20:56 main:574] : INFO : Epoch 1585 | loss: 0.0311717 | val_loss: 0.031172 | Time: 1222.51 ms [2021-02-01 15:20:57 main:574] : INFO : Epoch 1586 | loss: 0.0311712 | val_loss: 0.0311709 | Time: 1517.39 ms [2021-02-01 15:20:58 main:574] : INFO : Epoch 1587 | loss: 0.0311712 | val_loss: 0.031173 | Time: 1315.8 ms [2021-02-01 15:21:00 main:574] : INFO : Epoch 1588 | loss: 0.0311741 | val_loss: 0.0311743 | Time: 1779.69 ms [2021-02-01 15:21:02 main:574] : INFO : Epoch 1589 | loss: 0.0311771 | val_loss: 0.0311745 | Time: 1448.71 ms [2021-02-01 15:21:03 main:574] : INFO : Epoch 1590 | loss: 0.0311755 | val_loss: 0.0311743 | Time: 1233.54 ms [2021-02-01 15:21:04 main:574] : INFO : Epoch 1591 | loss: 0.031172 | val_loss: 0.0311707 | Time: 1502.98 ms [2021-02-01 15:21:06 main:574] : INFO : Epoch 1592 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 1351.39 ms [2021-02-01 15:21:07 main:574] : INFO : Epoch 1593 | loss: 0.0311731 | val_loss: 0.0311736 | Time: 1326.53 ms [2021-02-01 15:21:09 main:574] : INFO : Epoch 1594 | loss: 0.0311716 | val_loss: 0.0311712 | Time: 1568.57 ms [2021-02-01 15:21:10 main:574] : INFO : Epoch 1595 | loss: 0.0311718 | val_loss: 0.0311723 | Time: 1226.91 ms [2021-02-01 15:21:11 main:574] : INFO : Epoch 1596 | loss: 0.0311705 | val_loss: 0.0311716 | Time: 1257.61 ms [2021-02-01 15:21:13 main:574] : INFO : Epoch 1597 | loss: 0.0311716 | val_loss: 0.0311749 | Time: 1577.94 ms [2021-02-01 15:21:14 main:574] : INFO : Epoch 1598 | loss: 0.031171 | val_loss: 0.0311717 | Time: 1297.61 ms [2021-02-01 15:21:16 main:574] : INFO : Epoch 1599 | loss: 0.0311722 | val_loss: 0.0311702 | Time: 1376.15 ms [2021-02-01 15:21:17 main:574] : INFO : Epoch 1600 | loss: 0.0311717 | val_loss: 0.0311735 | Time: 1701.09 ms [2021-02-01 15:21:19 main:574] : INFO : Epoch 1601 | loss: 0.0311758 | val_loss: 0.0311726 | Time: 1355.62 ms [2021-02-01 15:21:20 main:574] : INFO : Epoch 1602 | loss: 0.0311765 | val_loss: 0.0311724 | Time: 1490.83 ms [2021-02-01 15:21:22 main:574] : INFO : Epoch 1603 | loss: 0.031171 | val_loss: 0.0311687 | Time: 1627.85 ms [2021-02-01 15:21:23 main:574] : INFO : Epoch 1604 | loss: 0.0311694 | val_loss: 0.0311702 | Time: 1350.96 ms [2021-02-01 15:21:25 main:574] : INFO : Epoch 1605 | loss: 0.0311697 | val_loss: 0.0311691 | Time: 1672.97 ms [2021-02-01 15:21:26 main:574] : INFO : Epoch 1606 | loss: 0.0311696 | val_loss: 0.0311704 | Time: 1460.02 ms [2021-02-01 15:21:28 main:574] : INFO : Epoch 1607 | loss: 0.0311692 | val_loss: 0.0311704 | Time: 1411.6 ms [2021-02-01 15:21:39 main:574] : INFO : Epoch 1608 | loss: 0.0311698 | val_loss: 0.0311699 | Time: 11795.8 ms [2021-02-01 15:21:41 main:574] : INFO : Epoch 1609 | loss: 0.0311699 | val_loss: 0.0311688 | Time: 1258.57 ms [2021-02-01 15:21:42 main:574] : INFO : Epoch 1610 | loss: 0.0311694 | val_loss: 0.0311696 | Time: 1376.57 ms [2021-02-01 15:21:44 main:574] : INFO : Epoch 1611 | loss: 0.0311691 | val_loss: 0.0311699 | Time: 1572.5 ms [2021-02-01 15:21:45 main:574] : INFO : Epoch 1612 | loss: 0.0311682 | val_loss: 0.031169 | Time: 1220.77 ms [2021-02-01 15:21:46 main:574] : INFO : Epoch 1613 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 1409.31 ms [2021-02-01 15:21:48 main:574] : INFO : Epoch 1614 | loss: 0.0311681 | val_loss: 0.0311695 | Time: 1427.33 ms [2021-02-01 15:21:49 main:574] : INFO : Epoch 1615 | loss: 0.0311686 | val_loss: 0.0311703 | Time: 1249.01 ms [2021-02-01 15:21:51 main:574] : INFO : Epoch 1616 | loss: 0.0311702 | val_loss: 0.03117 | Time: 1467.94 ms [2021-02-01 15:21:52 main:574] : INFO : Epoch 1617 | loss: 0.0311687 | val_loss: 0.0311709 | Time: 1430.51 ms [2021-02-01 15:21:53 main:574] : INFO : Epoch 1618 | loss: 0.031169 | val_loss: 0.0311702 | Time: 1311.98 ms [2021-02-01 15:21:55 main:574] : INFO : Epoch 1619 | loss: 0.031169 | val_loss: 0.0311679 | Time: 1559.59 ms [2021-02-01 15:21:56 main:574] : INFO : Epoch 1620 | loss: 0.0311678 | val_loss: 0.0311702 | Time: 1334.02 ms [2021-02-01 15:21:57 main:574] : INFO : Epoch 1621 | loss: 0.0311698 | val_loss: 0.0311685 | Time: 1267.98 ms [2021-02-01 15:21:59 main:574] : INFO : Epoch 1622 | loss: 0.031168 | val_loss: 0.0311705 | Time: 1591.52 ms [2021-02-01 15:22:00 main:574] : INFO : Epoch 1623 | loss: 0.0311678 | val_loss: 0.0311667 | Time: 1241.54 ms [2021-02-01 15:22:02 main:574] : INFO : Epoch 1624 | loss: 0.0311684 | val_loss: 0.0311705 | Time: 1285.93 ms [2021-02-01 15:22:03 main:574] : INFO : Epoch 1625 | loss: 0.0311694 | val_loss: 0.0311683 | Time: 1615.16 ms [2021-02-01 15:22:05 main:574] : INFO : Epoch 1626 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 1256.89 ms [2021-02-01 15:22:06 main:574] : INFO : Epoch 1627 | loss: 0.0311683 | val_loss: 0.0311689 | Time: 1240.93 ms [2021-02-01 15:22:07 main:574] : INFO : Epoch 1628 | loss: 0.031169 | val_loss: 0.0311675 | Time: 1610.77 ms [2021-02-01 15:22:09 main:574] : INFO : Epoch 1629 | loss: 0.0311674 | val_loss: 0.0311677 | Time: 1224.21 ms [2021-02-01 15:22:10 main:574] : INFO : Epoch 1630 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 1217.19 ms [2021-02-01 15:22:11 main:574] : INFO : Epoch 1631 | loss: 0.0311674 | val_loss: 0.0311669 | Time: 1615.91 ms [2021-02-01 15:22:13 main:574] : INFO : Epoch 1632 | loss: 0.0311666 | val_loss: 0.0311665 | Time: 1289.08 ms [2021-02-01 15:22:14 main:574] : INFO : Epoch 1633 | loss: 0.031167 | val_loss: 0.0311685 | Time: 1255.27 ms [2021-02-01 15:22:16 main:574] : INFO : Epoch 1634 | loss: 0.0311667 | val_loss: 0.0311669 | Time: 1592.97 ms [2021-02-01 15:22:17 main:574] : INFO : Epoch 1635 | loss: 0.0311668 | val_loss: 0.0311683 | Time: 1222.8 ms [2021-02-01 15:22:18 main:574] : INFO : Epoch 1636 | loss: 0.0311676 | val_loss: 0.0311685 | Time: 1264.84 ms [2021-02-01 15:22:20 main:574] : INFO : Epoch 1637 | loss: 0.031167 | val_loss: 0.0311672 | Time: 1566.74 ms [2021-02-01 15:22:21 main:574] : INFO : Epoch 1638 | loss: 0.0311659 | val_loss: 0.0311691 | Time: 1276.39 ms [2021-02-01 15:22:22 main:574] : INFO : Epoch 1639 | loss: 0.0311678 | val_loss: 0.031168 | Time: 1348.08 ms [2021-02-01 15:22:24 main:574] : INFO : Epoch 1640 | loss: 0.0311681 | val_loss: 0.0311698 | Time: 1530.65 ms [2021-02-01 15:22:25 main:574] : INFO : Epoch 1641 | loss: 0.0311677 | val_loss: 0.0311682 | Time: 1355.79 ms [2021-02-01 15:22:27 main:574] : INFO : Epoch 1642 | loss: 0.0311669 | val_loss: 0.0311669 | Time: 1486.69 ms [2021-02-01 15:22:28 main:574] : INFO : Epoch 1643 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 1365.96 ms [2021-02-01 15:22:29 main:574] : INFO : Epoch 1644 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 1237.36 ms [2021-02-01 15:22:31 main:574] : INFO : Epoch 1645 | loss: 0.0311683 | val_loss: 0.0311708 | Time: 1508.79 ms [2021-02-01 15:22:32 main:574] : INFO : Epoch 1646 | loss: 0.0311678 | val_loss: 0.0311679 | Time: 1319.34 ms [2021-02-01 15:22:33 main:574] : INFO : Epoch 1647 | loss: 0.0311661 | val_loss: 0.0311669 | Time: 1255.76 ms [2021-02-01 15:22:35 main:574] : INFO : Epoch 1648 | loss: 0.0311659 | val_loss: 0.0311679 | Time: 1553.35 ms [2021-02-01 15:22:36 main:574] : INFO : Epoch 1649 | loss: 0.0311662 | val_loss: 0.0311678 | Time: 1339.47 ms [2021-02-01 15:22:38 main:574] : INFO : Epoch 1650 | loss: 0.0311675 | val_loss: 0.0311674 | Time: 1267.86 ms [2021-02-01 15:22:39 main:574] : INFO : Epoch 1651 | loss: 0.0311666 | val_loss: 0.0311675 | Time: 1553.91 ms [2021-02-01 15:22:40 main:574] : INFO : Epoch 1652 | loss: 0.0311675 | val_loss: 0.0311718 | Time: 1286.61 ms [2021-02-01 15:22:42 main:574] : INFO : Epoch 1653 | loss: 0.0311679 | val_loss: 0.0311706 | Time: 1350.15 ms [2021-02-01 15:22:43 main:574] : INFO : Epoch 1654 | loss: 0.0311703 | val_loss: 0.0311677 | Time: 1605.84 ms [2021-02-01 15:22:45 main:574] : INFO : Epoch 1655 | loss: 0.0311673 | val_loss: 0.0311678 | Time: 1236.66 ms [2021-02-01 15:22:46 main:574] : INFO : Epoch 1656 | loss: 0.0311671 | val_loss: 0.0311685 | Time: 1281.25 ms [2021-02-01 15:22:48 main:574] : INFO : Epoch 1657 | loss: 0.0311681 | val_loss: 0.031172 | Time: 1577.93 ms [2021-02-01 15:22:49 main:574] : INFO : Epoch 1658 | loss: 0.0311679 | val_loss: 0.0311677 | Time: 1250.25 ms [2021-02-01 15:22:50 main:574] : INFO : Epoch 1659 | loss: 0.031167 | val_loss: 0.031169 | Time: 1290.88 ms [2021-02-01 15:22:52 main:574] : INFO : Epoch 1660 | loss: 0.0311671 | val_loss: 0.0311674 | Time: 1623.92 ms [2021-02-01 15:22:53 main:574] : INFO : Epoch 1661 | loss: 0.0311656 | val_loss: 0.0311669 | Time: 1277.51 ms [2021-02-01 15:22:54 main:574] : INFO : Epoch 1662 | loss: 0.0311663 | val_loss: 0.0311669 | Time: 1285.66 ms [2021-02-01 15:22:56 main:574] : INFO : Epoch 1663 | loss: 0.0311703 | val_loss: 0.0311686 | Time: 1566.45 ms [2021-02-01 15:22:57 main:574] : INFO : Epoch 1664 | loss: 0.031172 | val_loss: 0.0311709 | Time: 1232.38 ms [2021-02-01 15:22:58 main:574] : INFO : Epoch 1665 | loss: 0.0311733 | val_loss: 0.0311666 | Time: 1314.15 ms [2021-02-01 15:23:00 main:574] : INFO : Epoch 1666 | loss: 0.0311725 | val_loss: 0.0311685 | Time: 1502.71 ms [2021-02-01 15:23:01 main:574] : INFO : Epoch 1667 | loss: 0.0311688 | val_loss: 0.0311663 | Time: 1250.93 ms [2021-02-01 15:23:03 main:574] : INFO : Epoch 1668 | loss: 0.0311679 | val_loss: 0.0311662 | Time: 1377.17 ms [2021-02-01 15:23:04 main:574] : INFO : Epoch 1669 | loss: 0.0311671 | val_loss: 0.0311679 | Time: 1482.53 ms [2021-02-01 15:23:05 main:574] : INFO : Epoch 1670 | loss: 0.0311688 | val_loss: 0.0311672 | Time: 1288.84 ms [2021-02-01 15:23:07 main:574] : INFO : Epoch 1671 | loss: 0.0311683 | val_loss: 0.0311657 | Time: 1495.94 ms [2021-02-01 15:23:08 main:574] : INFO : Epoch 1672 | loss: 0.0311682 | val_loss: 0.0311662 | Time: 1408.09 ms [2021-02-01 15:23:10 main:574] : INFO : Epoch 1673 | loss: 0.031167 | val_loss: 0.0311663 | Time: 1341.31 ms [2021-02-01 15:23:11 main:574] : INFO : Epoch 1674 | loss: 0.0311665 | val_loss: 0.031168 | Time: 1602.71 ms [2021-02-01 15:23:13 main:574] : INFO : Epoch 1675 | loss: 0.0311662 | val_loss: 0.0311658 | Time: 1243.76 ms [2021-02-01 15:23:14 main:574] : INFO : Epoch 1676 | loss: 0.0311675 | val_loss: 0.0311691 | Time: 1239.72 ms [2021-02-01 15:23:15 main:574] : INFO : Epoch 1677 | loss: 0.0311669 | val_loss: 0.0311662 | Time: 1571.98 ms [2021-02-01 15:23:17 main:574] : INFO : Epoch 1678 | loss: 0.0311673 | val_loss: 0.0311663 | Time: 1312.77 ms [2021-02-01 15:23:18 main:574] : INFO : Epoch 1679 | loss: 0.0311737 | val_loss: 0.031178 | Time: 1321.05 ms [2021-02-01 15:23:20 main:574] : INFO : Epoch 1680 | loss: 0.0311685 | val_loss: 0.0311658 | Time: 1592.39 ms [2021-02-01 15:23:21 main:574] : INFO : Epoch 1681 | loss: 0.0311661 | val_loss: 0.031167 | Time: 1232.33 ms [2021-02-01 15:23:22 main:574] : INFO : Epoch 1682 | loss: 0.0311657 | val_loss: 0.0311675 | Time: 1226.77 ms [2021-02-01 15:23:24 main:574] : INFO : Epoch 1683 | loss: 0.0311656 | val_loss: 0.0311653 | Time: 1582.39 ms [2021-02-01 15:23:25 main:574] : INFO : Epoch 1684 | loss: 0.0311642 | val_loss: 0.031166 | Time: 1266.46 ms [2021-02-01 15:23:26 main:574] : INFO : Epoch 1685 | loss: 0.0311649 | val_loss: 0.0311648 | Time: 1274.93 ms [2021-02-01 15:23:28 main:574] : INFO : Epoch 1686 | loss: 0.031164 | val_loss: 0.0311656 | Time: 1583.62 ms [2021-02-01 15:23:29 main:574] : INFO : Epoch 1687 | loss: 0.0311638 | val_loss: 0.0311658 | Time: 1235.6 ms [2021-02-01 15:23:30 main:574] : INFO : Epoch 1688 | loss: 0.0311672 | val_loss: 0.0311769 | Time: 1335.75 ms [2021-02-01 15:23:32 main:574] : INFO : Epoch 1689 | loss: 0.0311708 | val_loss: 0.0311753 | Time: 1561.1 ms [2021-02-01 15:23:33 main:574] : INFO : Epoch 1690 | loss: 0.0311679 | val_loss: 0.0311676 | Time: 1278.1 ms [2021-02-01 15:23:35 main:574] : INFO : Epoch 1691 | loss: 0.0311652 | val_loss: 0.0311654 | Time: 1320.63 ms [2021-02-01 15:23:36 main:574] : INFO : Epoch 1692 | loss: 0.031165 | val_loss: 0.031166 | Time: 1470.55 ms [2021-02-01 15:23:37 main:574] : INFO : Epoch 1693 | loss: 0.0311654 | val_loss: 0.0311662 | Time: 1234.41 ms [2021-02-01 15:23:39 main:574] : INFO : Epoch 1694 | loss: 0.0311648 | val_loss: 0.0311643 | Time: 1513.1 ms [2021-02-01 15:23:41 main:574] : INFO : Epoch 1695 | loss: 0.0311644 | val_loss: 0.0311658 | Time: 1765.14 ms [2021-02-01 15:23:43 main:574] : INFO : Epoch 1696 | loss: 0.0311662 | val_loss: 0.0311653 | Time: 1915.63 ms [2021-02-01 15:23:44 main:574] : INFO : Epoch 1697 | loss: 0.0311653 | val_loss: 0.0311711 | Time: 1591.55 ms [2021-02-01 15:23:45 main:574] : INFO : Epoch 1698 | loss: 0.0311674 | val_loss: 0.0311654 | Time: 1217.28 ms [2021-02-01 15:23:47 main:574] : INFO : Epoch 1699 | loss: 0.031166 | val_loss: 0.0311704 | Time: 1356.68 ms [2021-02-01 15:23:48 main:574] : INFO : Epoch 1700 | loss: 0.0311661 | val_loss: 0.0311667 | Time: 1453.57 ms [2021-02-01 15:23:50 main:574] : INFO : Epoch 1701 | loss: 0.031165 | val_loss: 0.0311675 | Time: 1248.74 ms [2021-02-01 15:23:51 main:574] : INFO : Epoch 1702 | loss: 0.0311708 | val_loss: 0.0311683 | Time: 1402.79 ms [2021-02-01 15:23:52 main:574] : INFO : Epoch 1703 | loss: 0.0311691 | val_loss: 0.0311673 | Time: 1442.94 ms [2021-02-01 15:23:54 main:574] : INFO : Epoch 1704 | loss: 0.0311718 | val_loss: 0.0311708 | Time: 1283.65 ms [2021-02-01 15:23:55 main:574] : INFO : Epoch 1705 | loss: 0.0311681 | val_loss: 0.0311675 | Time: 1501.45 ms [2021-02-01 15:23:57 main:574] : INFO : Epoch 1706 | loss: 0.0311683 | val_loss: 0.0311691 | Time: 1429.47 ms [2021-02-01 15:23:58 main:574] : INFO : Epoch 1707 | loss: 0.0311677 | val_loss: 0.0311684 | Time: 1307.44 ms [2021-02-01 15:24:00 main:574] : INFO : Epoch 1708 | loss: 0.0311673 | val_loss: 0.0311657 | Time: 1622.94 ms [2021-02-01 15:24:01 main:574] : INFO : Epoch 1709 | loss: 0.0311668 | val_loss: 0.031171 | Time: 1245.5 ms [2021-02-01 15:24:02 main:574] : INFO : Epoch 1710 | loss: 0.0311678 | val_loss: 0.0311646 | Time: 1274.71 ms [2021-02-01 15:24:04 main:574] : INFO : Epoch 1711 | loss: 0.0311661 | val_loss: 0.0311671 | Time: 1641.36 ms [2021-02-01 15:24:05 main:574] : INFO : Epoch 1712 | loss: 0.0311645 | val_loss: 0.0311663 | Time: 1289.7 ms [2021-02-01 15:24:06 main:574] : INFO : Epoch 1713 | loss: 0.0311655 | val_loss: 0.0311655 | Time: 1230.81 ms [2021-02-01 15:24:08 main:574] : INFO : Epoch 1714 | loss: 0.031165 | val_loss: 0.031163 | Time: 1547.53 ms [2021-02-01 15:24:09 main:574] : INFO : Epoch 1715 | loss: 0.0311652 | val_loss: 0.0311649 | Time: 1244.81 ms [2021-02-01 15:24:10 main:574] : INFO : Epoch 1716 | loss: 0.0311646 | val_loss: 0.031163 | Time: 1245.96 ms [2021-02-01 15:24:12 main:574] : INFO : Epoch 1717 | loss: 0.0311635 | val_loss: 0.0311645 | Time: 1606.43 ms [2021-02-01 15:24:13 main:574] : INFO : Epoch 1718 | loss: 0.0311752 | val_loss: 0.0311764 | Time: 1281.55 ms [2021-02-01 15:24:15 main:574] : INFO : Epoch 1719 | loss: 0.0311756 | val_loss: 0.0311754 | Time: 1275.76 ms [2021-02-01 15:24:16 main:574] : INFO : Epoch 1720 | loss: 0.0311723 | val_loss: 0.031169 | Time: 1573.07 ms [2021-02-01 15:24:17 main:574] : INFO : Epoch 1721 | loss: 0.0311714 | val_loss: 0.0311691 | Time: 1303.25 ms [2021-02-01 15:24:19 main:574] : INFO : Epoch 1722 | loss: 0.0311676 | val_loss: 0.0311679 | Time: 1289.79 ms [2021-02-01 15:24:20 main:574] : INFO : Epoch 1723 | loss: 0.0311672 | val_loss: 0.0311662 | Time: 1554.65 ms [2021-02-01 15:24:22 main:574] : INFO : Epoch 1724 | loss: 0.031169 | val_loss: 0.0311685 | Time: 1432.17 ms [2021-02-01 15:24:23 main:574] : INFO : Epoch 1725 | loss: 0.0311686 | val_loss: 0.0311654 | Time: 1657.72 ms [2021-02-01 15:24:25 main:574] : INFO : Epoch 1726 | loss: 0.0311686 | val_loss: 0.0311648 | Time: 1359.68 ms [2021-02-01 15:24:26 main:574] : INFO : Epoch 1727 | loss: 0.0311677 | val_loss: 0.0311667 | Time: 1224.86 ms [2021-02-01 15:24:28 main:574] : INFO : Epoch 1728 | loss: 0.0311671 | val_loss: 0.0311634 | Time: 1622.47 ms [2021-02-01 15:24:29 main:574] : INFO : Epoch 1729 | loss: 0.0311661 | val_loss: 0.0311633 | Time: 1302.26 ms [2021-02-01 15:24:30 main:574] : INFO : Epoch 1730 | loss: 0.0311643 | val_loss: 0.0311635 | Time: 1270.35 ms [2021-02-01 15:24:32 main:574] : INFO : Epoch 1731 | loss: 0.0311644 | val_loss: 0.0311654 | Time: 1606.09 ms [2021-02-01 15:24:33 main:574] : INFO : Epoch 1732 | loss: 0.0311646 | val_loss: 0.0311642 | Time: 1249.75 ms [2021-02-01 15:24:34 main:574] : INFO : Epoch 1733 | loss: 0.0311684 | val_loss: 0.0311714 | Time: 1258.87 ms [2021-02-01 15:24:36 main:574] : INFO : Epoch 1734 | loss: 0.0311666 | val_loss: 0.031164 | Time: 1612.73 ms [2021-02-01 15:24:37 main:574] : INFO : Epoch 1735 | loss: 0.0311647 | val_loss: 0.0311642 | Time: 1239.78 ms [2021-02-01 15:24:38 main:574] : INFO : Epoch 1736 | loss: 0.0311641 | val_loss: 0.0311642 | Time: 1276.73 ms [2021-02-01 15:24:40 main:574] : INFO : Epoch 1737 | loss: 0.0311646 | val_loss: 0.0311653 | Time: 1604.08 ms [2021-02-01 15:24:42 main:574] : INFO : Epoch 1738 | loss: 0.0311647 | val_loss: 0.0311632 | Time: 1865.25 ms [2021-02-01 15:24:44 main:574] : INFO : Epoch 1739 | loss: 0.031166 | val_loss: 0.031163 | Time: 1872.11 ms [2021-02-01 15:24:45 main:574] : INFO : Epoch 1740 | loss: 0.031163 | val_loss: 0.0311623 | Time: 1255.95 ms [2021-02-01 15:24:46 main:574] : INFO : Epoch 1741 | loss: 0.0311635 | val_loss: 0.0311635 | Time: 1320.77 ms [2021-02-01 15:24:48 main:574] : INFO : Epoch 1742 | loss: 0.0311626 | val_loss: 0.0311627 | Time: 1742.45 ms [2021-02-01 15:24:50 main:574] : INFO : Epoch 1743 | loss: 0.0311631 | val_loss: 0.0311636 | Time: 1324 ms [2021-02-01 15:24:51 main:574] : INFO : Epoch 1744 | loss: 0.0311634 | val_loss: 0.031163 | Time: 1258.66 ms [2021-02-01 15:24:52 main:574] : INFO : Epoch 1745 | loss: 0.0311632 | val_loss: 0.0311644 | Time: 1585.01 ms [2021-02-01 15:24:54 main:574] : INFO : Epoch 1746 | loss: 0.031163 | val_loss: 0.0311625 | Time: 1248.33 ms [2021-02-01 15:24:55 main:574] : INFO : Epoch 1747 | loss: 0.0311629 | val_loss: 0.0311639 | Time: 1338.07 ms [2021-02-01 15:24:56 main:574] : INFO : Epoch 1748 | loss: 0.0311629 | val_loss: 0.0311662 | Time: 1533.25 ms [2021-02-01 15:24:58 main:574] : INFO : Epoch 1749 | loss: 0.0311638 | val_loss: 0.0311633 | Time: 1262.08 ms [2021-02-01 15:24:59 main:574] : INFO : Epoch 1750 | loss: 0.0311622 | val_loss: 0.031164 | Time: 1471.44 ms [2021-02-01 15:25:01 main:574] : INFO : Epoch 1751 | loss: 0.0311622 | val_loss: 0.0311652 | Time: 1497.27 ms [2021-02-01 15:25:02 main:574] : INFO : Epoch 1752 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 1270.69 ms [2021-02-01 15:25:04 main:574] : INFO : Epoch 1753 | loss: 0.0311666 | val_loss: 0.0311641 | Time: 1537.1 ms [2021-02-01 15:25:05 main:574] : INFO : Epoch 1754 | loss: 0.031165 | val_loss: 0.0311649 | Time: 1344.43 ms [2021-02-01 15:25:06 main:574] : INFO : Epoch 1755 | loss: 0.031165 | val_loss: 0.0311646 | Time: 1277.78 ms [2021-02-01 15:25:08 main:574] : INFO : Epoch 1756 | loss: 0.031165 | val_loss: 0.0311669 | Time: 1647.8 ms [2021-02-01 15:25:09 main:574] : INFO : Epoch 1757 | loss: 0.0311637 | val_loss: 0.0311644 | Time: 1245.16 ms [2021-02-01 15:25:10 main:574] : INFO : Epoch 1758 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 1271.47 ms [2021-02-01 15:25:12 main:574] : INFO : Epoch 1759 | loss: 0.0311658 | val_loss: 0.031169 | Time: 1610.07 ms [2021-02-01 15:25:13 main:574] : INFO : Epoch 1760 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 1278.9 ms [2021-02-01 15:25:15 main:574] : INFO : Epoch 1761 | loss: 0.0311684 | val_loss: 0.0311663 | Time: 1318.35 ms [2021-02-01 15:25:16 main:574] : INFO : Epoch 1762 | loss: 0.0311665 | val_loss: 0.0311656 | Time: 1615.03 ms [2021-02-01 15:25:17 main:574] : INFO : Epoch 1763 | loss: 0.0311629 | val_loss: 0.0311656 | Time: 1246.16 ms [2021-02-01 15:25:19 main:574] : INFO : Epoch 1764 | loss: 0.0311621 | val_loss: 0.031166 | Time: 1239.15 ms [2021-02-01 15:25:20 main:574] : INFO : Epoch 1765 | loss: 0.0311617 | val_loss: 0.0311663 | Time: 1597.15 ms [2021-02-01 15:25:22 main:574] : INFO : Epoch 1766 | loss: 0.0311627 | val_loss: 0.0311635 | Time: 1305.71 ms [2021-02-01 15:25:23 main:574] : INFO : Epoch 1767 | loss: 0.0311615 | val_loss: 0.0311642 | Time: 1294.31 ms [2021-02-01 15:25:25 main:574] : INFO : Epoch 1768 | loss: 0.0311623 | val_loss: 0.0311653 | Time: 1582.42 ms [2021-02-01 15:25:26 main:574] : INFO : Epoch 1769 | loss: 0.0311624 | val_loss: 0.0311647 | Time: 1260.11 ms [2021-02-01 15:25:27 main:574] : INFO : Epoch 1770 | loss: 0.031162 | val_loss: 0.0311654 | Time: 1371.2 ms [2021-02-01 15:25:29 main:574] : INFO : Epoch 1771 | loss: 0.0311653 | val_loss: 0.0311657 | Time: 1443.81 ms [2021-02-01 15:25:30 main:574] : INFO : Epoch 1772 | loss: 0.0311637 | val_loss: 0.0311653 | Time: 1299.56 ms [2021-02-01 15:25:31 main:574] : INFO : Epoch 1773 | loss: 0.0311635 | val_loss: 0.0311656 | Time: 1423.49 ms [2021-02-01 15:25:33 main:574] : INFO : Epoch 1774 | loss: 0.0311627 | val_loss: 0.0311635 | Time: 1434.37 ms [2021-02-01 15:25:34 main:574] : INFO : Epoch 1775 | loss: 0.0311636 | val_loss: 0.0311657 | Time: 1252.69 ms [2021-02-01 15:25:36 main:574] : INFO : Epoch 1776 | loss: 0.0311619 | val_loss: 0.031166 | Time: 1480.18 ms [2021-02-01 15:25:37 main:574] : INFO : Epoch 1777 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 1453.42 ms [2021-02-01 15:25:38 main:574] : INFO : Epoch 1778 | loss: 0.0311643 | val_loss: 0.0311634 | Time: 1258.5 ms [2021-02-01 15:25:40 main:574] : INFO : Epoch 1779 | loss: 0.031163 | val_loss: 0.0311627 | Time: 1570.15 ms [2021-02-01 15:25:41 main:574] : INFO : Epoch 1780 | loss: 0.0311622 | val_loss: 0.0311644 | Time: 1380.01 ms [2021-02-01 15:25:43 main:574] : INFO : Epoch 1781 | loss: 0.0311614 | val_loss: 0.0311632 | Time: 1790.23 ms [2021-02-01 15:25:45 main:574] : INFO : Epoch 1782 | loss: 0.0311619 | val_loss: 0.0311678 | Time: 1614.83 ms [2021-02-01 15:25:46 main:574] : INFO : Epoch 1783 | loss: 0.0311661 | val_loss: 0.0311677 | Time: 1272.13 ms [2021-02-01 15:25:47 main:574] : INFO : Epoch 1784 | loss: 0.0311624 | val_loss: 0.031164 | Time: 1361.71 ms [2021-02-01 15:25:49 main:574] : INFO : Epoch 1785 | loss: 0.031164 | val_loss: 0.0311645 | Time: 1480.03 ms [2021-02-01 15:25:50 main:574] : INFO : Epoch 1786 | loss: 0.0311611 | val_loss: 0.0311642 | Time: 1242.18 ms [2021-02-01 15:25:52 main:574] : INFO : Epoch 1787 | loss: 0.0311606 | val_loss: 0.0311653 | Time: 1489.32 ms [2021-02-01 15:25:53 main:574] : INFO : Epoch 1788 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 1399.12 ms [2021-02-01 15:25:54 main:574] : INFO : Epoch 1789 | loss: 0.031162 | val_loss: 0.0311645 | Time: 1230.85 ms [2021-02-01 15:25:56 main:574] : INFO : Epoch 1790 | loss: 0.0311633 | val_loss: 0.0311838 | Time: 1413.03 ms [2021-02-01 15:25:57 main:574] : INFO : Epoch 1791 | loss: 0.0311802 | val_loss: 0.0311786 | Time: 1374.43 ms [2021-02-01 15:25:58 main:574] : INFO : Epoch 1792 | loss: 0.0311802 | val_loss: 0.0311745 | Time: 1257.64 ms [2021-02-01 15:26:00 main:574] : INFO : Epoch 1793 | loss: 0.0311831 | val_loss: 0.0311791 | Time: 1534.59 ms [2021-02-01 15:26:01 main:574] : INFO : Epoch 1794 | loss: 0.0311808 | val_loss: 0.0311765 | Time: 1315.94 ms [2021-02-01 15:26:02 main:574] : INFO : Epoch 1795 | loss: 0.0311744 | val_loss: 0.0311723 | Time: 1247.91 ms [2021-02-01 15:26:04 main:574] : INFO : Epoch 1796 | loss: 0.0311718 | val_loss: 0.0311714 | Time: 1525.82 ms [2021-02-01 15:26:05 main:574] : INFO : Epoch 1797 | loss: 0.031171 | val_loss: 0.0311691 | Time: 1350.38 ms [2021-02-01 15:26:07 main:574] : INFO : Epoch 1798 | loss: 0.0311694 | val_loss: 0.0311683 | Time: 1366.18 ms [2021-02-01 15:26:08 main:574] : INFO : Epoch 1799 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 1687.14 ms [2021-02-01 15:26:10 main:574] : INFO : Epoch 1800 | loss: 0.0311713 | val_loss: 0.0311677 | Time: 1365.78 ms [2021-02-01 15:26:11 main:574] : INFO : Epoch 1801 | loss: 0.0311676 | val_loss: 0.0311675 | Time: 1321.83 ms [2021-02-01 15:26:13 main:574] : INFO : Epoch 1802 | loss: 0.0311677 | val_loss: 0.0311668 | Time: 1701.54 ms [2021-02-01 15:26:14 main:574] : INFO : Epoch 1803 | loss: 0.0311671 | val_loss: 0.0311662 | Time: 1344.93 ms [2021-02-01 15:26:16 main:574] : INFO : Epoch 1804 | loss: 0.0311668 | val_loss: 0.0311665 | Time: 1493.99 ms [2021-02-01 15:26:17 main:574] : INFO : Epoch 1805 | loss: 0.0311664 | val_loss: 0.0311661 | Time: 1547.3 ms [2021-02-01 15:26:19 main:574] : INFO : Epoch 1806 | loss: 0.0311661 | val_loss: 0.0311644 | Time: 1306.21 ms [2021-02-01 15:26:20 main:574] : INFO : Epoch 1807 | loss: 0.0311649 | val_loss: 0.031165 | Time: 1781.65 ms [2021-02-01 15:26:22 main:574] : INFO : Epoch 1808 | loss: 0.0311647 | val_loss: 0.0311661 | Time: 1384.61 ms [2021-02-01 15:26:23 main:574] : INFO : Epoch 1809 | loss: 0.0311648 | val_loss: 0.0311651 | Time: 1307.77 ms [2021-02-01 15:26:25 main:574] : INFO : Epoch 1810 | loss: 0.0311645 | val_loss: 0.0311642 | Time: 1670.32 ms [2021-02-01 15:26:26 main:574] : INFO : Epoch 1811 | loss: 0.0311647 | val_loss: 0.0311653 | Time: 1328.98 ms [2021-02-01 15:26:27 main:574] : INFO : Epoch 1812 | loss: 0.0311651 | val_loss: 0.0311669 | Time: 1408.09 ms [2021-02-01 15:26:29 main:574] : INFO : Epoch 1813 | loss: 0.0311641 | val_loss: 0.0311644 | Time: 1434.52 ms [2021-02-01 15:26:30 main:574] : INFO : Epoch 1814 | loss: 0.0311651 | val_loss: 0.0311649 | Time: 1275.38 ms [2021-02-01 15:26:32 main:574] : INFO : Epoch 1815 | loss: 0.0311636 | val_loss: 0.0311654 | Time: 1350.62 ms [2021-02-01 15:26:33 main:574] : INFO : Epoch 1816 | loss: 0.0311639 | val_loss: 0.0311642 | Time: 1446.64 ms [2021-02-01 15:26:34 main:574] : INFO : Epoch 1817 | loss: 0.0311633 | val_loss: 0.0311648 | Time: 1250.7 ms [2021-02-01 15:26:36 main:574] : INFO : Epoch 1818 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 1413.35 ms [2021-02-01 15:26:37 main:574] : INFO : Epoch 1819 | loss: 0.0311645 | val_loss: 0.0311641 | Time: 1402.7 ms [2021-02-01 15:26:38 main:574] : INFO : Epoch 1820 | loss: 0.0311638 | val_loss: 0.0311635 | Time: 1223.31 ms [2021-02-01 15:26:40 main:574] : INFO : Epoch 1821 | loss: 0.0311642 | val_loss: 0.0311631 | Time: 1415.86 ms [2021-02-01 15:26:41 main:574] : INFO : Epoch 1822 | loss: 0.0311638 | val_loss: 0.0311649 | Time: 1400.36 ms [2021-02-01 15:26:43 main:574] : INFO : Epoch 1823 | loss: 0.0311634 | val_loss: 0.0311636 | Time: 1550.62 ms [2021-02-01 15:26:44 main:574] : INFO : Epoch 1824 | loss: 0.0311643 | val_loss: 0.031167 | Time: 1731.01 ms [2021-02-01 15:26:46 main:574] : INFO : Epoch 1825 | loss: 0.0311647 | val_loss: 0.0311647 | Time: 1228.53 ms [2021-02-01 15:26:47 main:574] : INFO : Epoch 1826 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 1255.87 ms [2021-02-01 15:26:49 main:574] : INFO : Epoch 1827 | loss: 0.0311639 | val_loss: 0.0311627 | Time: 1528.92 ms [2021-02-01 15:26:50 main:574] : INFO : Epoch 1828 | loss: 0.0311632 | val_loss: 0.031166 | Time: 1220.52 ms [2021-02-01 15:26:51 main:574] : INFO : Epoch 1829 | loss: 0.0311656 | val_loss: 0.0311642 | Time: 1241.42 ms [2021-02-01 15:26:53 main:574] : INFO : Epoch 1830 | loss: 0.0311665 | val_loss: 0.0311627 | Time: 1571.24 ms [2021-02-01 15:26:54 main:574] : INFO : Epoch 1831 | loss: 0.031164 | val_loss: 0.0311668 | Time: 1246.16 ms [2021-02-01 15:26:55 main:574] : INFO : Epoch 1832 | loss: 0.031164 | val_loss: 0.0311683 | Time: 1217.47 ms [2021-02-01 15:26:57 main:574] : INFO : Epoch 1833 | loss: 0.0311638 | val_loss: 0.0311643 | Time: 1562.61 ms [2021-02-01 15:26:58 main:574] : INFO : Epoch 1834 | loss: 0.031164 | val_loss: 0.031164 | Time: 1218.62 ms [2021-02-01 15:26:59 main:574] : INFO : Epoch 1835 | loss: 0.0311645 | val_loss: 0.0311638 | Time: 1203.8 ms [2021-02-01 15:27:01 main:574] : INFO : Epoch 1836 | loss: 0.0311635 | val_loss: 0.0311671 | Time: 1550.77 ms [2021-02-01 15:27:02 main:574] : INFO : Epoch 1837 | loss: 0.0311643 | val_loss: 0.0311668 | Time: 1235.35 ms [2021-02-01 15:27:03 main:574] : INFO : Epoch 1838 | loss: 0.0311658 | val_loss: 0.0311686 | Time: 1240.48 ms [2021-02-01 15:27:05 main:574] : INFO : Epoch 1839 | loss: 0.031165 | val_loss: 0.0311662 | Time: 1577.62 ms [2021-02-01 15:27:06 main:574] : INFO : Epoch 1840 | loss: 0.0311629 | val_loss: 0.0311623 | Time: 1240.66 ms [2021-02-01 15:27:07 main:574] : INFO : Epoch 1841 | loss: 0.0311623 | val_loss: 0.0311619 | Time: 1227.42 ms [2021-02-01 15:27:09 main:574] : INFO : Epoch 1842 | loss: 0.0311636 | val_loss: 0.0311626 | Time: 1768.82 ms [2021-02-01 15:27:10 main:574] : INFO : Epoch 1843 | loss: 0.0311638 | val_loss: 0.0311665 | Time: 1242.76 ms [2021-02-01 15:27:11 main:574] : INFO : Epoch 1844 | loss: 0.0311634 | val_loss: 0.0311647 | Time: 1233.28 ms [2021-02-01 15:27:13 main:574] : INFO : Epoch 1845 | loss: 0.0311628 | val_loss: 0.0311627 | Time: 1549.87 ms [2021-02-01 15:27:14 main:574] : INFO : Epoch 1846 | loss: 0.0311626 | val_loss: 0.0311642 | Time: 1257.5 ms [2021-02-01 15:27:16 main:574] : INFO : Epoch 1847 | loss: 0.031165 | val_loss: 0.0311662 | Time: 1264.74 ms [2021-02-01 15:27:17 main:574] : INFO : Epoch 1848 | loss: 0.031163 | val_loss: 0.0311612 | Time: 1495.97 ms [2021-02-01 15:27:18 main:574] : INFO : Epoch 1849 | loss: 0.0311624 | val_loss: 0.0311673 | Time: 1237.11 ms [2021-02-01 15:27:20 main:574] : INFO : Epoch 1850 | loss: 0.0311615 | val_loss: 0.0311635 | Time: 1300.89 ms [2021-02-01 15:27:21 main:574] : INFO : Epoch 1851 | loss: 0.031164 | val_loss: 0.0311633 | Time: 1532.49 ms [2021-02-01 15:27:22 main:574] : INFO : Epoch 1852 | loss: 0.0311634 | val_loss: 0.0311634 | Time: 1217.28 ms [2021-02-01 15:27:24 main:574] : INFO : Epoch 1853 | loss: 0.031163 | val_loss: 0.0311642 | Time: 1295.02 ms [2021-02-01 15:27:25 main:574] : INFO : Epoch 1854 | loss: 0.0311644 | val_loss: 0.0311616 | Time: 1506.27 ms [2021-02-01 15:27:26 main:574] : INFO : Epoch 1855 | loss: 0.0311627 | val_loss: 0.0311654 | Time: 1254.41 ms [2021-02-01 15:27:28 main:574] : INFO : Epoch 1856 | loss: 0.0311631 | val_loss: 0.0311661 | Time: 1337.65 ms [2021-02-01 15:27:29 main:574] : INFO : Epoch 1857 | loss: 0.0311638 | val_loss: 0.0311644 | Time: 1435.88 ms [2021-02-01 15:27:31 main:574] : INFO : Epoch 1858 | loss: 0.0311637 | val_loss: 0.0311627 | Time: 1225.78 ms [2021-02-01 15:27:32 main:574] : INFO : Epoch 1859 | loss: 0.0311632 | val_loss: 0.0311627 | Time: 1383.3 ms [2021-02-01 15:27:33 main:574] : INFO : Epoch 1860 | loss: 0.0311634 | val_loss: 0.0311655 | Time: 1433.28 ms [2021-02-01 15:27:35 main:574] : INFO : Epoch 1861 | loss: 0.0311627 | val_loss: 0.0311641 | Time: 1255.06 ms [2021-02-01 15:27:36 main:574] : INFO : Epoch 1862 | loss: 0.0311637 | val_loss: 0.0311632 | Time: 1424.96 ms [2021-02-01 15:27:37 main:574] : INFO : Epoch 1863 | loss: 0.0311638 | val_loss: 0.0311655 | Time: 1420.7 ms [2021-02-01 15:27:39 main:574] : INFO : Epoch 1864 | loss: 0.0312084 | val_loss: 0.0313838 | Time: 1228.67 ms [2021-02-01 15:27:40 main:574] : INFO : Epoch 1865 | loss: 0.0432776 | val_loss: 0.0439538 | Time: 1408.96 ms [2021-02-01 15:27:41 main:574] : INFO : Epoch 1866 | loss: 0.0342926 | val_loss: 0.0313008 | Time: 1367.86 ms [2021-02-01 15:27:43 main:574] : INFO : Epoch 1867 | loss: 0.03152 | val_loss: 0.0313536 | Time: 1337.63 ms [2021-02-01 15:27:45 main:574] : INFO : Epoch 1868 | loss: 0.0312929 | val_loss: 0.0312603 | Time: 1801.99 ms [2021-02-01 15:27:46 main:574] : INFO : Epoch 1869 | loss: 0.0312508 | val_loss: 0.0312384 | Time: 1235.48 ms [2021-02-01 15:27:47 main:574] : INFO : Epoch 1870 | loss: 0.0312323 | val_loss: 0.0312236 | Time: 1277.35 ms [2021-02-01 15:27:49 main:574] : INFO : Epoch 1871 | loss: 0.0312182 | val_loss: 0.0312093 | Time: 1566.71 ms [2021-02-01 15:27:50 main:574] : INFO : Epoch 1872 | loss: 0.0312069 | val_loss: 0.0312002 | Time: 1241.03 ms [2021-02-01 15:27:51 main:574] : INFO : Epoch 1873 | loss: 0.0311985 | val_loss: 0.0311928 | Time: 1262.98 ms [2021-02-01 15:27:53 main:574] : INFO : Epoch 1874 | loss: 0.031192 | val_loss: 0.0311878 | Time: 1610.84 ms [2021-02-01 15:27:54 main:574] : INFO : Epoch 1875 | loss: 0.031189 | val_loss: 0.031187 | Time: 1231.82 ms [2021-02-01 15:27:55 main:574] : INFO : Epoch 1876 | loss: 0.0311876 | val_loss: 0.0311844 | Time: 1238.53 ms [2021-02-01 15:27:57 main:574] : INFO : Epoch 1877 | loss: 0.0311859 | val_loss: 0.0311829 | Time: 1569.08 ms [2021-02-01 15:27:58 main:574] : INFO : Epoch 1878 | loss: 0.0311844 | val_loss: 0.0311813 | Time: 1265.06 ms [2021-02-01 15:27:59 main:574] : INFO : Epoch 1879 | loss: 0.0311834 | val_loss: 0.0311808 | Time: 1245.25 ms [2021-02-01 15:28:01 main:574] : INFO : Epoch 1880 | loss: 0.0311825 | val_loss: 0.0311797 | Time: 1585.46 ms [2021-02-01 15:28:02 main:574] : INFO : Epoch 1881 | loss: 0.0311809 | val_loss: 0.0311778 | Time: 1226.48 ms [2021-02-01 15:28:04 main:574] : INFO : Epoch 1882 | loss: 0.0311803 | val_loss: 0.0311768 | Time: 1258.72 ms [2021-02-01 15:28:05 main:574] : INFO : Epoch 1883 | loss: 0.0311793 | val_loss: 0.0311761 | Time: 1608.73 ms [2021-02-01 15:28:06 main:574] : INFO : Epoch 1884 | loss: 0.0311778 | val_loss: 0.0311753 | Time: 1227.59 ms [2021-02-01 15:28:08 main:574] : INFO : Epoch 1885 | loss: 0.0311757 | val_loss: 0.0311738 | Time: 1229.05 ms [2021-02-01 15:28:09 main:574] : INFO : Epoch 1886 | loss: 0.0311752 | val_loss: 0.0311714 | Time: 1596.64 ms [2021-02-01 15:28:11 main:574] : INFO : Epoch 1887 | loss: 0.0311739 | val_loss: 0.0311716 | Time: 1267.41 ms [2021-02-01 15:28:12 main:574] : INFO : Epoch 1888 | loss: 0.0311736 | val_loss: 0.0311711 | Time: 1293.43 ms [2021-02-01 15:28:13 main:574] : INFO : Epoch 1889 | loss: 0.0311742 | val_loss: 0.0311709 | Time: 1500.46 ms [2021-02-01 15:28:15 main:574] : INFO : Epoch 1890 | loss: 0.0311732 | val_loss: 0.0311708 | Time: 1226.26 ms [2021-02-01 15:28:16 main:574] : INFO : Epoch 1891 | loss: 0.031172 | val_loss: 0.0311691 | Time: 1353.6 ms [2021-02-01 15:28:17 main:574] : INFO : Epoch 1892 | loss: 0.031171 | val_loss: 0.0311674 | Time: 1494.93 ms [2021-02-01 15:28:19 main:574] : INFO : Epoch 1893 | loss: 0.0311706 | val_loss: 0.03117 | Time: 1239.1 ms [2021-02-01 15:28:20 main:574] : INFO : Epoch 1894 | loss: 0.0311717 | val_loss: 0.0311684 | Time: 1344.92 ms [2021-02-01 15:28:21 main:574] : INFO : Epoch 1895 | loss: 0.0311716 | val_loss: 0.0311689 | Time: 1457.09 ms [2021-02-01 15:28:23 main:574] : INFO : Epoch 1896 | loss: 0.031174 | val_loss: 0.0311685 | Time: 1231.3 ms [2021-02-01 15:28:24 main:574] : INFO : Epoch 1897 | loss: 0.0311709 | val_loss: 0.0311678 | Time: 1328.43 ms [2021-02-01 15:28:25 main:574] : INFO : Epoch 1898 | loss: 0.0311696 | val_loss: 0.0311664 | Time: 1433.83 ms [2021-02-01 15:28:27 main:574] : INFO : Epoch 1899 | loss: 0.0311689 | val_loss: 0.0311677 | Time: 1275.33 ms [2021-02-01 15:28:28 main:574] : INFO : Epoch 1900 | loss: 0.0311698 | val_loss: 0.0311677 | Time: 1391.63 ms [2021-02-01 15:28:30 main:574] : INFO : Epoch 1901 | loss: 0.031169 | val_loss: 0.0311683 | Time: 1470.68 ms [2021-02-01 15:28:31 main:574] : INFO : Epoch 1902 | loss: 0.03117 | val_loss: 0.0311682 | Time: 1222.75 ms [2021-02-01 15:28:32 main:574] : INFO : Epoch 1903 | loss: 0.0311694 | val_loss: 0.0311668 | Time: 1409.14 ms [2021-02-01 15:28:34 main:574] : INFO : Epoch 1904 | loss: 0.0311699 | val_loss: 0.0311669 | Time: 1398.08 ms [2021-02-01 15:28:35 main:574] : INFO : Epoch 1905 | loss: 0.0311696 | val_loss: 0.0311665 | Time: 1267.69 ms [2021-02-01 15:28:36 main:574] : INFO : Epoch 1906 | loss: 0.0311684 | val_loss: 0.0311652 | Time: 1430.85 ms [2021-02-01 15:28:38 main:574] : INFO : Epoch 1907 | loss: 0.0311677 | val_loss: 0.0311653 | Time: 1338.04 ms [2021-02-01 15:28:39 main:574] : INFO : Epoch 1908 | loss: 0.0311674 | val_loss: 0.0311653 | Time: 1242.16 ms [2021-02-01 15:28:41 main:574] : INFO : Epoch 1909 | loss: 0.0311672 | val_loss: 0.0311651 | Time: 1495.93 ms [2021-02-01 15:28:42 main:574] : INFO : Epoch 1910 | loss: 0.0311681 | val_loss: 0.0311658 | Time: 1356 ms [2021-02-01 15:28:43 main:574] : INFO : Epoch 1911 | loss: 0.0311682 | val_loss: 0.031166 | Time: 1248.47 ms [2021-02-01 15:28:45 main:574] : INFO : Epoch 1912 | loss: 0.0311681 | val_loss: 0.0311659 | Time: 1750.82 ms [2021-02-01 15:28:46 main:574] : INFO : Epoch 1913 | loss: 0.0311685 | val_loss: 0.0311693 | Time: 1235.39 ms [2021-02-01 15:28:47 main:574] : INFO : Epoch 1914 | loss: 0.0311686 | val_loss: 0.0311655 | Time: 1265.7 ms [2021-02-01 15:28:49 main:574] : INFO : Epoch 1915 | loss: 0.0311673 | val_loss: 0.0311651 | Time: 1568.29 ms [2021-02-01 15:28:50 main:574] : INFO : Epoch 1916 | loss: 0.0311662 | val_loss: 0.0311645 | Time: 1248.49 ms [2021-02-01 15:28:52 main:574] : INFO : Epoch 1917 | loss: 0.0311656 | val_loss: 0.0311645 | Time: 1303.65 ms [2021-02-01 15:28:53 main:574] : INFO : Epoch 1918 | loss: 0.0311665 | val_loss: 0.0311663 | Time: 1558.72 ms [2021-02-01 15:28:54 main:574] : INFO : Epoch 1919 | loss: 0.0311661 | val_loss: 0.0311682 | Time: 1262.98 ms [2021-02-01 15:28:56 main:574] : INFO : Epoch 1920 | loss: 0.0311662 | val_loss: 0.0311638 | Time: 1252.8 ms [2021-02-01 15:28:57 main:574] : INFO : Epoch 1921 | loss: 0.0311652 | val_loss: 0.0311643 | Time: 1621.46 ms [2021-02-01 15:28:59 main:574] : INFO : Epoch 1922 | loss: 0.0311652 | val_loss: 0.0311642 | Time: 1248.56 ms [2021-02-01 15:29:00 main:574] : INFO : Epoch 1923 | loss: 0.0311658 | val_loss: 0.0311691 | Time: 1239.17 ms [2021-02-01 15:29:01 main:574] : INFO : Epoch 1924 | loss: 0.031166 | val_loss: 0.0311647 | Time: 1577.39 ms [2021-02-01 15:29:03 main:574] : INFO : Epoch 1925 | loss: 0.0311652 | val_loss: 0.0311652 | Time: 1270.57 ms [2021-02-01 15:29:04 main:574] : INFO : Epoch 1926 | loss: 0.0311667 | val_loss: 0.0311662 | Time: 1324.8 ms [2021-02-01 15:29:06 main:574] : INFO : Epoch 1927 | loss: 0.0311667 | val_loss: 0.0311667 | Time: 1547.19 ms [2021-02-01 15:29:07 main:574] : INFO : Epoch 1928 | loss: 0.0311666 | val_loss: 0.0311659 | Time: 1252.09 ms [2021-02-01 15:29:08 main:574] : INFO : Epoch 1929 | loss: 0.0311659 | val_loss: 0.0311667 | Time: 1330.85 ms [2021-02-01 15:29:10 main:574] : INFO : Epoch 1930 | loss: 0.0311662 | val_loss: 0.0311669 | Time: 1504.91 ms [2021-02-01 15:29:11 main:574] : INFO : Epoch 1931 | loss: 0.0311677 | val_loss: 0.0311676 | Time: 1294.04 ms [2021-02-01 15:29:12 main:574] : INFO : Epoch 1932 | loss: 0.0311665 | val_loss: 0.0311644 | Time: 1432.03 ms [2021-02-01 15:29:14 main:574] : INFO : Epoch 1933 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 1426.54 ms [2021-02-01 15:29:15 main:574] : INFO : Epoch 1934 | loss: 0.0311661 | val_loss: 0.0311644 | Time: 1274.25 ms [2021-02-01 15:29:17 main:574] : INFO : Epoch 1935 | loss: 0.0311644 | val_loss: 0.0311643 | Time: 1550.65 ms [2021-02-01 15:29:18 main:574] : INFO : Epoch 1936 | loss: 0.0311642 | val_loss: 0.0311639 | Time: 1337.13 ms [2021-02-01 15:29:19 main:574] : INFO : Epoch 1937 | loss: 0.0311635 | val_loss: 0.0311631 | Time: 1241.96 ms [2021-02-01 15:29:21 main:574] : INFO : Epoch 1938 | loss: 0.0311644 | val_loss: 0.0311647 | Time: 1524.03 ms [2021-02-01 15:29:22 main:574] : INFO : Epoch 1939 | loss: 0.0311644 | val_loss: 0.0311636 | Time: 1267.69 ms [2021-02-01 15:29:23 main:574] : INFO : Epoch 1940 | loss: 0.031163 | val_loss: 0.0311649 | Time: 1284.74 ms [2021-02-01 15:29:25 main:574] : INFO : Epoch 1941 | loss: 0.0311639 | val_loss: 0.0311642 | Time: 1627.67 ms [2021-02-01 15:29:26 main:574] : INFO : Epoch 1942 | loss: 0.0311632 | val_loss: 0.031163 | Time: 1235.63 ms [2021-02-01 15:29:28 main:574] : INFO : Epoch 1943 | loss: 0.0311635 | val_loss: 0.0311641 | Time: 1239.15 ms [2021-02-01 15:29:29 main:574] : INFO : Epoch 1944 | loss: 0.0311632 | val_loss: 0.0311631 | Time: 1568.37 ms [2021-02-01 15:29:30 main:574] : INFO : Epoch 1945 | loss: 0.031163 | val_loss: 0.031164 | Time: 1259.6 ms [2021-02-01 15:29:32 main:574] : INFO : Epoch 1946 | loss: 0.0311634 | val_loss: 0.0311638 | Time: 1222.02 ms [2021-02-01 15:29:33 main:574] : INFO : Epoch 1947 | loss: 0.0311642 | val_loss: 0.031164 | Time: 1557.42 ms [2021-02-01 15:29:34 main:574] : INFO : Epoch 1948 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1243.66 ms [2021-02-01 15:29:36 main:574] : INFO : Epoch 1949 | loss: 0.0311701 | val_loss: 0.0311662 | Time: 1246.11 ms [2021-02-01 15:29:37 main:574] : INFO : Epoch 1950 | loss: 0.031166 | val_loss: 0.0311649 | Time: 1599.38 ms [2021-02-01 15:29:39 main:574] : INFO : Epoch 1951 | loss: 0.0311657 | val_loss: 0.0311642 | Time: 1263.72 ms [2021-02-01 15:29:40 main:574] : INFO : Epoch 1952 | loss: 0.0311652 | val_loss: 0.031165 | Time: 1250.34 ms [2021-02-01 15:29:41 main:574] : INFO : Epoch 1953 | loss: 0.031165 | val_loss: 0.0311649 | Time: 1589.94 ms [2021-02-01 15:29:43 main:574] : INFO : Epoch 1954 | loss: 0.0311667 | val_loss: 0.0311641 | Time: 1223.36 ms [2021-02-01 15:29:44 main:574] : INFO : Epoch 1955 | loss: 0.0311676 | val_loss: 0.0311649 | Time: 1251.01 ms [2021-02-01 15:29:46 main:574] : INFO : Epoch 1956 | loss: 0.0311669 | val_loss: 0.0311649 | Time: 1605.3 ms [2021-02-01 15:29:47 main:574] : INFO : Epoch 1957 | loss: 0.0311658 | val_loss: 0.0311622 | Time: 1262.08 ms [2021-02-01 15:29:48 main:574] : INFO : Epoch 1958 | loss: 0.0311649 | val_loss: 0.0311631 | Time: 1253.7 ms [2021-02-01 15:29:50 main:574] : INFO : Epoch 1959 | loss: 0.0311641 | val_loss: 0.0311657 | Time: 1549.97 ms [2021-02-01 15:29:51 main:574] : INFO : Epoch 1960 | loss: 0.0311657 | val_loss: 0.0311661 | Time: 1251.39 ms [2021-02-01 15:29:52 main:574] : INFO : Epoch 1961 | loss: 0.0311641 | val_loss: 0.0311645 | Time: 1301.59 ms [2021-02-01 15:29:54 main:574] : INFO : Epoch 1962 | loss: 0.0311636 | val_loss: 0.0311644 | Time: 1514.82 ms [2021-02-01 15:29:55 main:574] : INFO : Epoch 1963 | loss: 0.0311627 | val_loss: 0.0311621 | Time: 1254.99 ms [2021-02-01 15:29:56 main:574] : INFO : Epoch 1964 | loss: 0.0311628 | val_loss: 0.0311632 | Time: 1290.55 ms [2021-02-01 15:29:58 main:574] : INFO : Epoch 1965 | loss: 0.0311621 | val_loss: 0.0311622 | Time: 1519.84 ms [2021-02-01 15:29:59 main:574] : INFO : Epoch 1966 | loss: 0.0311621 | val_loss: 0.0311637 | Time: 1217.16 ms [2021-02-01 15:30:00 main:574] : INFO : Epoch 1967 | loss: 0.0311628 | val_loss: 0.031162 | Time: 1346.03 ms [2021-02-01 15:30:02 main:574] : INFO : Epoch 1968 | loss: 0.0311628 | val_loss: 0.0311624 | Time: 1512.88 ms [2021-02-01 15:30:03 main:574] : INFO : Epoch 1969 | loss: 0.0311617 | val_loss: 0.0311627 | Time: 1238.21 ms [2021-02-01 15:30:05 main:574] : INFO : Epoch 1970 | loss: 0.0311617 | val_loss: 0.0311632 | Time: 1483.09 ms [2021-02-01 15:30:06 main:574] : INFO : Epoch 1971 | loss: 0.0311624 | val_loss: 0.0311617 | Time: 1385.8 ms [2021-02-01 15:30:07 main:574] : INFO : Epoch 1972 | loss: 0.0311606 | val_loss: 0.031161 | Time: 1257.6 ms [2021-02-01 15:30:09 main:574] : INFO : Epoch 1973 | loss: 0.0311599 | val_loss: 0.031162 | Time: 1439.79 ms [2021-02-01 15:30:10 main:574] : INFO : Epoch 1974 | loss: 0.031164 | val_loss: 0.0311636 | Time: 1356.85 ms [2021-02-01 15:30:11 main:574] : INFO : Epoch 1975 | loss: 0.0311627 | val_loss: 0.0311617 | Time: 1227.81 ms [2021-02-01 15:30:13 main:574] : INFO : Epoch 1976 | loss: 0.0311613 | val_loss: 0.0311622 | Time: 1437.88 ms [2021-02-01 15:30:14 main:574] : INFO : Epoch 1977 | loss: 0.0311601 | val_loss: 0.0311619 | Time: 1347.42 ms [2021-02-01 15:30:15 main:574] : INFO : Epoch 1978 | loss: 0.0311607 | val_loss: 0.031162 | Time: 1261.67 ms [2021-02-01 15:30:17 main:574] : INFO : Epoch 1979 | loss: 0.0311604 | val_loss: 0.0311635 | Time: 1534.03 ms [2021-02-01 15:30:18 main:574] : INFO : Epoch 1980 | loss: 0.0311603 | val_loss: 0.0311607 | Time: 1307.02 ms [2021-02-01 15:30:20 main:574] : INFO : Epoch 1981 | loss: 0.0311589 | val_loss: 0.0311598 | Time: 1245.28 ms [2021-02-01 15:30:21 main:574] : INFO : Epoch 1982 | loss: 0.0311587 | val_loss: 0.0311607 | Time: 1577.81 ms [2021-02-01 15:30:22 main:574] : INFO : Epoch 1983 | loss: 0.0311592 | val_loss: 0.0311599 | Time: 1302.58 ms [2021-02-01 15:30:24 main:574] : INFO : Epoch 1984 | loss: 0.0311599 | val_loss: 0.0311608 | Time: 1296.72 ms [2021-02-01 15:30:25 main:574] : INFO : Epoch 1985 | loss: 0.0311604 | val_loss: 0.0311605 | Time: 1568.82 ms [2021-02-01 15:30:27 main:574] : INFO : Epoch 1986 | loss: 0.0311588 | val_loss: 0.0311608 | Time: 1262.59 ms [2021-02-01 15:30:28 main:574] : INFO : Epoch 1987 | loss: 0.0311586 | val_loss: 0.0311588 | Time: 1241.74 ms [2021-02-01 15:30:29 main:574] : INFO : Epoch 1988 | loss: 0.0311575 | val_loss: 0.0311584 | Time: 1589.01 ms [2021-02-01 15:30:31 main:574] : INFO : Epoch 1989 | loss: 0.0311575 | val_loss: 0.0311588 | Time: 1242.76 ms [2021-02-01 15:30:32 main:574] : INFO : Epoch 1990 | loss: 0.0311574 | val_loss: 0.0311582 | Time: 1248.08 ms [2021-02-01 15:30:34 main:574] : INFO : Epoch 1991 | loss: 0.0311578 | val_loss: 0.0311601 | Time: 1698.34 ms [2021-02-01 15:30:35 main:574] : INFO : Epoch 1992 | loss: 0.0311579 | val_loss: 0.031159 | Time: 1253.89 ms [2021-02-01 15:30:36 main:574] : INFO : Epoch 1993 | loss: 0.0311591 | val_loss: 0.0311585 | Time: 1247.34 ms [2021-02-01 15:30:38 main:574] : INFO : Epoch 1994 | loss: 0.0311572 | val_loss: 0.0311583 | Time: 1574.34 ms [2021-02-01 15:30:39 main:574] : INFO : Epoch 1995 | loss: 0.0311567 | val_loss: 0.0311584 | Time: 1251.41 ms [2021-02-01 15:30:40 main:574] : INFO : Epoch 1996 | loss: 0.0311564 | val_loss: 0.031159 | Time: 1262.77 ms [2021-02-01 15:30:42 main:574] : INFO : Epoch 1997 | loss: 0.0311567 | val_loss: 0.0311612 | Time: 1606.26 ms [2021-02-01 15:30:43 main:574] : INFO : Epoch 1998 | loss: 0.0311577 | val_loss: 0.0311601 | Time: 1286.37 ms [2021-02-01 15:30:45 main:574] : INFO : Epoch 1999 | loss: 0.031157 | val_loss: 0.0311605 | Time: 1377.04 ms [2021-02-01 15:30:46 main:574] : INFO : Epoch 2000 | loss: 0.0311576 | val_loss: 0.03116 | Time: 1503.04 ms [2021-02-01 15:30:47 main:574] : INFO : Epoch 2001 | loss: 0.0311587 | val_loss: 0.0311602 | Time: 1247.39 ms [2021-02-01 15:30:49 main:574] : INFO : Epoch 2002 | loss: 0.0311565 | val_loss: 0.0311612 | Time: 1417.4 ms [2021-02-01 15:30:50 main:574] : INFO : Epoch 2003 | loss: 0.0311579 | val_loss: 0.0311625 | Time: 1410.06 ms [2021-02-01 15:30:52 main:574] : INFO : Epoch 2004 | loss: 0.0311578 | val_loss: 0.0311579 | Time: 1293.57 ms [2021-02-01 15:30:53 main:574] : INFO : Epoch 2005 | loss: 0.0311566 | val_loss: 0.031165 | Time: 1508.79 ms [2021-02-01 15:30:54 main:574] : INFO : Epoch 2006 | loss: 0.0311604 | val_loss: 0.0311613 | Time: 1329.49 ms [2021-02-01 15:30:56 main:574] : INFO : Epoch 2007 | loss: 0.0311607 | val_loss: 0.0311657 | Time: 1277.69 ms [2021-02-01 15:30:57 main:574] : INFO : Epoch 2008 | loss: 0.0311631 | val_loss: 0.0311622 | Time: 1618.01 ms [2021-02-01 15:30:59 main:574] : INFO : Epoch 2009 | loss: 0.0311607 | val_loss: 0.0311598 | Time: 1300.75 ms [2021-02-01 15:31:00 main:574] : INFO : Epoch 2010 | loss: 0.0311579 | val_loss: 0.0311608 | Time: 1314.23 ms [2021-02-01 15:31:02 main:574] : INFO : Epoch 2011 | loss: 0.0311591 | val_loss: 0.031162 | Time: 1649.2 ms [2021-02-01 15:31:03 main:574] : INFO : Epoch 2012 | loss: 0.0311571 | val_loss: 0.0311586 | Time: 1260.12 ms [2021-02-01 15:31:04 main:574] : INFO : Epoch 2013 | loss: 0.0311582 | val_loss: 0.0311615 | Time: 1274.18 ms [2021-02-01 15:31:06 main:574] : INFO : Epoch 2014 | loss: 0.0311589 | val_loss: 0.0311602 | Time: 1590.79 ms [2021-02-01 15:31:07 main:574] : INFO : Epoch 2015 | loss: 0.0311577 | val_loss: 0.0311583 | Time: 1292.93 ms [2021-02-01 15:31:08 main:574] : INFO : Epoch 2016 | loss: 0.0311579 | val_loss: 0.0311576 | Time: 1343.92 ms [2021-02-01 15:31:10 main:574] : INFO : Epoch 2017 | loss: 0.0311579 | val_loss: 0.0311604 | Time: 1611.61 ms [2021-02-01 15:31:11 main:574] : INFO : Epoch 2018 | loss: 0.0311593 | val_loss: 0.03116 | Time: 1267.64 ms [2021-02-01 15:31:13 main:574] : INFO : Epoch 2019 | loss: 0.0311575 | val_loss: 0.0311577 | Time: 1415.17 ms [2021-02-01 15:31:14 main:574] : INFO : Epoch 2020 | loss: 0.031156 | val_loss: 0.031158 | Time: 1528.86 ms [2021-02-01 15:31:16 main:574] : INFO : Epoch 2021 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 1285.35 ms [2021-02-01 15:31:17 main:574] : INFO : Epoch 2022 | loss: 0.0311602 | val_loss: 0.0311608 | Time: 1465.44 ms [2021-02-01 15:31:18 main:574] : INFO : Epoch 2023 | loss: 0.0311568 | val_loss: 0.0311616 | Time: 1420.25 ms [2021-02-01 15:31:20 main:574] : INFO : Epoch 2024 | loss: 0.0311577 | val_loss: 0.0311593 | Time: 1238.56 ms [2021-02-01 15:31:21 main:574] : INFO : Epoch 2025 | loss: 0.0311559 | val_loss: 0.0311597 | Time: 1524.55 ms [2021-02-01 15:31:23 main:574] : INFO : Epoch 2026 | loss: 0.0311552 | val_loss: 0.0311581 | Time: 1336.15 ms [2021-02-01 15:31:24 main:574] : INFO : Epoch 2027 | loss: 0.0311562 | val_loss: 0.0311629 | Time: 1260.43 ms [2021-02-01 15:31:26 main:574] : INFO : Epoch 2028 | loss: 0.0311569 | val_loss: 0.0311591 | Time: 1645.11 ms [2021-02-01 15:31:27 main:574] : INFO : Epoch 2029 | loss: 0.0311546 | val_loss: 0.031158 | Time: 1260.27 ms [2021-02-01 15:31:28 main:574] : INFO : Epoch 2030 | loss: 0.031156 | val_loss: 0.0311607 | Time: 1276.99 ms [2021-02-01 15:31:30 main:574] : INFO : Epoch 2031 | loss: 0.031157 | val_loss: 0.0311595 | Time: 1649.16 ms [2021-02-01 15:31:31 main:574] : INFO : Epoch 2032 | loss: 0.0311549 | val_loss: 0.0311586 | Time: 1287.88 ms [2021-02-01 15:31:32 main:574] : INFO : Epoch 2033 | loss: 0.0311562 | val_loss: 0.0311597 | Time: 1257.42 ms [2021-02-01 15:31:34 main:574] : INFO : Epoch 2034 | loss: 0.031158 | val_loss: 0.0311627 | Time: 1588.52 ms [2021-02-01 15:31:35 main:574] : INFO : Epoch 2035 | loss: 0.0311569 | val_loss: 0.0311616 | Time: 1267.14 ms [2021-02-01 15:31:36 main:574] : INFO : Epoch 2036 | loss: 0.0311573 | val_loss: 0.0311588 | Time: 1257.27 ms [2021-02-01 15:31:38 main:574] : INFO : Epoch 2037 | loss: 0.0311549 | val_loss: 0.0311584 | Time: 1609.53 ms [2021-02-01 15:31:39 main:574] : INFO : Epoch 2038 | loss: 0.0311544 | val_loss: 0.0311617 | Time: 1279.45 ms [2021-02-01 15:31:41 main:574] : INFO : Epoch 2039 | loss: 0.0311558 | val_loss: 0.0311599 | Time: 1360.26 ms [2021-02-01 15:31:42 main:574] : INFO : Epoch 2040 | loss: 0.0311577 | val_loss: 0.0311636 | Time: 1557.56 ms [2021-02-01 15:31:44 main:574] : INFO : Epoch 2041 | loss: 0.0311567 | val_loss: 0.0311639 | Time: 1264.13 ms [2021-02-01 15:31:45 main:574] : INFO : Epoch 2042 | loss: 0.0311559 | val_loss: 0.0311572 | Time: 1368.23 ms [2021-02-01 15:31:46 main:574] : INFO : Epoch 2043 | loss: 0.0311578 | val_loss: 0.0311625 | Time: 1493.51 ms [2021-02-01 15:31:48 main:574] : INFO : Epoch 2044 | loss: 0.031161 | val_loss: 0.0311625 | Time: 1347.1 ms [2021-02-01 15:31:49 main:574] : INFO : Epoch 2045 | loss: 0.0311591 | val_loss: 0.0311585 | Time: 1493.32 ms [2021-02-01 15:31:51 main:574] : INFO : Epoch 2046 | loss: 0.0311564 | val_loss: 0.0311583 | Time: 1352.68 ms [2021-02-01 15:31:52 main:574] : INFO : Epoch 2047 | loss: 0.0311551 | val_loss: 0.0311576 | Time: 1253.9 ms [2021-02-01 15:31:53 main:574] : INFO : Epoch 2048 | loss: 0.0311545 | val_loss: 0.0311588 | Time: 1550.39 ms [2021-02-01 15:31:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311588 [2021-02-01 15:31:53 main:603] : INFO : Saving end state to config to file [2021-02-01 15:31:53 main:608] : INFO : Success, exiting.. 15:31:53 (91916): 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)