Task 3705911
| Name | ParityModified-1609265626-25288-0_3 |
| Workunit | 1712114 |
| Created | 16 Jan 2021, 19:50:41 UTC |
| Sent | 16 Jan 2021, 19:51:00 UTC |
| Report deadline | 24 Jan 2021, 19:51:00 UTC |
| Received | 17 Jan 2021, 16:10:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 46 min 46 sec |
| CPU time | 45 min 52 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 | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0309587 | val_loss: 0.0312533 | Time: 1533.57 ms [2021-01-17 15:58:00 main:574] : INFO : Epoch 1543 | loss: 0.0309598 | val_loss: 0.0312429 | Time: 1269.44 ms [2021-01-17 15:58:01 main:574] : INFO : Epoch 1544 | loss: 0.0309569 | val_loss: 0.0312454 | Time: 1344.59 ms [2021-01-17 15:58:03 main:574] : INFO : Epoch 1545 | loss: 0.0309593 | val_loss: 0.0312557 | Time: 1433.1 ms [2021-01-17 15:58:04 main:574] : INFO : Epoch 1546 | loss: 0.0309583 | val_loss: 0.0312436 | Time: 1254.06 ms [2021-01-17 15:58:05 main:574] : INFO : Epoch 1547 | loss: 0.0309576 | val_loss: 0.0312356 | Time: 1375.74 ms [2021-01-17 15:58:07 main:574] : INFO : Epoch 1548 | loss: 0.0309566 | val_loss: 0.0312415 | Time: 1442.24 ms [2021-01-17 15:58:08 main:574] : INFO : Epoch 1549 | loss: 0.0309592 | val_loss: 0.0312557 | Time: 1274.61 ms [2021-01-17 15:58:09 main:574] : INFO : Epoch 1550 | loss: 0.030966 | val_loss: 0.0312527 | Time: 1454.28 ms [2021-01-17 15:58:11 main:574] : INFO : Epoch 1551 | loss: 0.0309624 | val_loss: 0.0312244 | Time: 1405.87 ms [2021-01-17 15:58:12 main:574] : INFO : Epoch 1552 | loss: 0.0309576 | val_loss: 0.031262 | Time: 1263.34 ms [2021-01-17 15:58:14 main:574] : INFO : Epoch 1553 | loss: 0.0309619 | val_loss: 0.0312518 | Time: 1411.63 ms [2021-01-17 15:58:15 main:574] : INFO : Epoch 1554 | loss: 0.0309685 | val_loss: 0.0312569 | Time: 1388.46 ms [2021-01-17 15:58:16 main:574] : INFO : Epoch 1555 | loss: 0.0309575 | val_loss: 0.0312544 | Time: 1238.71 ms [2021-01-17 15:58:18 main:574] : INFO : Epoch 1556 | loss: 0.0309626 | val_loss: 0.0312378 | Time: 1512.91 ms [2021-01-17 15:58:19 main:574] : INFO : Epoch 1557 | loss: 0.0309565 | val_loss: 0.0312408 | Time: 1305.17 ms [2021-01-17 15:58:20 main:574] : INFO : Epoch 1558 | loss: 0.0309545 | val_loss: 0.0312732 | Time: 1232.91 ms [2021-01-17 15:58:22 main:574] : INFO : Epoch 1559 | loss: 0.0309546 | val_loss: 0.0312412 | Time: 1502.36 ms [2021-01-17 15:58:23 main:574] : INFO : Epoch 1560 | loss: 0.0309542 | val_loss: 0.0312606 | Time: 1330.68 ms [2021-01-17 15:58:24 main:574] : INFO : Epoch 1561 | loss: 0.0309619 | val_loss: 0.0312551 | Time: 1251.57 ms [2021-01-17 15:58:26 main:574] : INFO : Epoch 1562 | loss: 0.0309613 | val_loss: 0.0312496 | Time: 1497.8 ms [2021-01-17 15:58:27 main:574] : INFO : Epoch 1563 | loss: 0.0309572 | val_loss: 0.0312529 | Time: 1319.35 ms [2021-01-17 15:58:28 main:574] : INFO : Epoch 1564 | loss: 0.0309555 | val_loss: 0.0312697 | Time: 1258.43 ms [2021-01-17 15:58:30 main:574] : INFO : Epoch 1565 | loss: 0.0309551 | val_loss: 0.0312417 | Time: 1560.59 ms [2021-01-17 15:58:31 main:574] : INFO : Epoch 1566 | loss: 0.0309543 | val_loss: 0.0312641 | Time: 1252.52 ms [2021-01-17 15:58:32 main:574] : INFO : Epoch 1567 | loss: 0.0309542 | val_loss: 0.031258 | Time: 1252.09 ms [2021-01-17 15:58:34 main:574] : INFO : Epoch 1568 | loss: 0.0309595 | val_loss: 0.0312316 | Time: 1518.37 ms [2021-01-17 15:58:35 main:574] : INFO : Epoch 1569 | loss: 0.0309629 | val_loss: 0.0312519 | Time: 1278.77 ms [2021-01-17 15:58:37 main:574] : INFO : Epoch 1570 | loss: 0.0309601 | val_loss: 0.0312296 | Time: 1279.7 ms [2021-01-17 15:58:38 main:574] : INFO : Epoch 1571 | loss: 0.0309666 | val_loss: 0.031273 | Time: 1582.01 ms [2021-01-17 15:58:39 main:574] : INFO : Epoch 1572 | loss: 0.0309565 | val_loss: 0.0312419 | Time: 1255.61 ms [2021-01-17 15:58:41 main:574] : INFO : Epoch 1573 | loss: 0.0309611 | val_loss: 0.0312647 | Time: 1251.63 ms [2021-01-17 15:58:42 main:574] : INFO : Epoch 1574 | loss: 0.0309507 | val_loss: 0.0312746 | Time: 1575.47 ms [2021-01-17 15:58:44 main:574] : INFO : Epoch 1575 | loss: 0.0309687 | val_loss: 0.0312202 | Time: 1259.02 ms [2021-01-17 15:58:45 main:574] : INFO : Epoch 1576 | loss: 0.0309673 | val_loss: 0.0312409 | Time: 1244.84 ms [2021-01-17 15:58:46 main:574] : INFO : Epoch 1577 | loss: 0.0309569 | val_loss: 0.0312457 | Time: 1599.92 ms [2021-01-17 15:58:48 main:574] : INFO : Epoch 1578 | loss: 0.0309545 | val_loss: 0.0312656 | Time: 1807.46 ms [2021-01-17 15:58:50 main:574] : INFO : Epoch 1579 | loss: 0.0309491 | val_loss: 0.0312581 | Time: 1743.2 ms [2021-01-17 15:58:51 main:574] : INFO : Epoch 1580 | loss: 0.0309564 | val_loss: 0.0312827 | Time: 1286.31 ms [2021-01-17 15:58:52 main:574] : INFO : Epoch 1581 | loss: 0.0309732 | val_loss: 0.0312413 | Time: 1248.45 ms [2021-01-17 15:58:54 main:574] : INFO : Epoch 1582 | loss: 0.0309642 | val_loss: 0.0312445 | Time: 1468.17 ms [2021-01-17 15:58:55 main:574] : INFO : Epoch 1583 | loss: 0.0309675 | val_loss: 0.0312691 | Time: 1323.69 ms [2021-01-17 15:58:57 main:574] : INFO : Epoch 1584 | loss: 0.0309595 | val_loss: 0.0312686 | Time: 1260.73 ms [2021-01-17 15:58:58 main:574] : INFO : Epoch 1585 | loss: 0.0309558 | val_loss: 0.0312601 | Time: 1480.09 ms [2021-01-17 15:58:59 main:574] : INFO : Epoch 1586 | loss: 0.0309592 | val_loss: 0.0312498 | Time: 1294.33 ms [2021-01-17 15:59:01 main:574] : INFO : Epoch 1587 | loss: 0.0309621 | val_loss: 0.0312317 | Time: 1254.52 ms [2021-01-17 15:59:02 main:574] : INFO : Epoch 1588 | loss: 0.0309556 | val_loss: 0.031255 | Time: 1509.68 ms [2021-01-17 15:59:03 main:574] : INFO : Epoch 1589 | loss: 0.0309565 | val_loss: 0.0312631 | Time: 1261.94 ms [2021-01-17 15:59:05 main:574] : INFO : Epoch 1590 | loss: 0.0309582 | val_loss: 0.0312464 | Time: 1238.43 ms [2021-01-17 15:59:06 main:574] : INFO : Epoch 1591 | loss: 0.0309597 | val_loss: 0.0312405 | Time: 1519.12 ms [2021-01-17 15:59:07 main:574] : INFO : Epoch 1592 | loss: 0.0309685 | val_loss: 0.0312602 | Time: 1268.02 ms [2021-01-17 15:59:09 main:574] : INFO : Epoch 1593 | loss: 0.0309601 | val_loss: 0.0312478 | Time: 1239.86 ms [2021-01-17 15:59:10 main:574] : INFO : Epoch 1594 | loss: 0.0309562 | val_loss: 0.0312799 | Time: 1477.61 ms [2021-01-17 15:59:11 main:574] : INFO : Epoch 1595 | loss: 0.0309646 | val_loss: 0.0312389 | Time: 1283.92 ms [2021-01-17 15:59:13 main:574] : INFO : Epoch 1596 | loss: 0.0309675 | val_loss: 0.0312566 | Time: 1237.85 ms [2021-01-17 15:59:14 main:574] : INFO : Epoch 1597 | loss: 0.030964 | val_loss: 0.0312263 | Time: 1550.3 ms [2021-01-17 15:59:15 main:574] : INFO : Epoch 1598 | loss: 0.0309598 | val_loss: 0.0312502 | Time: 1258.74 ms [2021-01-17 15:59:17 main:574] : INFO : Epoch 1599 | loss: 0.0309672 | val_loss: 0.0312587 | Time: 1247.84 ms [2021-01-17 15:59:18 main:574] : INFO : Epoch 1600 | loss: 0.0309592 | val_loss: 0.0312741 | Time: 1528.99 ms [2021-01-17 15:59:20 main:574] : INFO : Epoch 1601 | loss: 0.0309552 | val_loss: 0.0312312 | Time: 1257.81 ms [2021-01-17 15:59:21 main:574] : INFO : Epoch 1602 | loss: 0.0309467 | val_loss: 0.0312617 | Time: 1267.17 ms [2021-01-17 15:59:22 main:574] : INFO : Epoch 1603 | loss: 0.0309504 | val_loss: 0.0312555 | Time: 1508.6 ms [2021-01-17 15:59:24 main:574] : INFO : Epoch 1604 | loss: 0.0309506 | val_loss: 0.0312404 | Time: 1247.19 ms [2021-01-17 15:59:25 main:574] : INFO : Epoch 1605 | loss: 0.0309543 | val_loss: 0.0312471 | Time: 1270.84 ms [2021-01-17 15:59:26 main:574] : INFO : Epoch 1606 | loss: 0.0309625 | val_loss: 0.0312577 | Time: 1539.89 ms [2021-01-17 15:59:28 main:574] : INFO : Epoch 1607 | loss: 0.030968 | val_loss: 0.0312388 | Time: 1251.68 ms [2021-01-17 15:59:29 main:574] : INFO : Epoch 1608 | loss: 0.0309603 | val_loss: 0.0312414 | Time: 1255.23 ms [2021-01-17 15:59:30 main:574] : INFO : Epoch 1609 | loss: 0.0309616 | val_loss: 0.0312453 | Time: 1511.22 ms [2021-01-17 15:59:32 main:574] : INFO : Epoch 1610 | loss: 0.0309669 | val_loss: 0.0312636 | Time: 1259.82 ms [2021-01-17 15:59:33 main:574] : INFO : Epoch 1611 | loss: 0.0309718 | val_loss: 0.0312389 | Time: 1274.64 ms [2021-01-17 15:59:35 main:574] : INFO : Epoch 1612 | loss: 0.0309675 | val_loss: 0.0312655 | Time: 1566.04 ms [2021-01-17 15:59:36 main:574] : INFO : Epoch 1613 | loss: 0.030968 | val_loss: 0.031231 | Time: 1251.45 ms [2021-01-17 15:59:37 main:574] : INFO : Epoch 1614 | loss: 0.0309651 | val_loss: 0.031238 | Time: 1257.74 ms [2021-01-17 15:59:39 main:574] : INFO : Epoch 1615 | loss: 0.0309665 | val_loss: 0.0312539 | Time: 1534.58 ms [2021-01-17 15:59:40 main:574] : INFO : Epoch 1616 | loss: 0.0309567 | val_loss: 0.0312755 | Time: 1250.34 ms [2021-01-17 15:59:41 main:574] : INFO : Epoch 1617 | loss: 0.0309624 | val_loss: 0.0312225 | Time: 1237.37 ms [2021-01-17 15:59:43 main:574] : INFO : Epoch 1618 | loss: 0.0309702 | val_loss: 0.0312416 | Time: 1553.62 ms [2021-01-17 15:59:44 main:574] : INFO : Epoch 1619 | loss: 0.0309619 | val_loss: 0.0312549 | Time: 1243.79 ms [2021-01-17 15:59:45 main:574] : INFO : Epoch 1620 | loss: 0.0309563 | val_loss: 0.0312467 | Time: 1262.61 ms [2021-01-17 15:59:47 main:574] : INFO : Epoch 1621 | loss: 0.0309603 | val_loss: 0.0312533 | Time: 1562.54 ms [2021-01-17 15:59:48 main:574] : INFO : Epoch 1622 | loss: 0.0309615 | val_loss: 0.0312748 | Time: 1669.81 ms [2021-01-17 15:59:50 main:574] : INFO : Epoch 1623 | loss: 0.0309616 | val_loss: 0.0312335 | Time: 1809.69 ms [2021-01-17 15:59:52 main:574] : INFO : Epoch 1624 | loss: 0.0309563 | val_loss: 0.0312864 | Time: 1335.36 ms [2021-01-17 15:59:53 main:574] : INFO : Epoch 1625 | loss: 0.0309561 | val_loss: 0.0312485 | Time: 1253.11 ms [2021-01-17 15:59:54 main:574] : INFO : Epoch 1626 | loss: 0.0309577 | val_loss: 0.0312402 | Time: 1546.09 ms [2021-01-17 15:59:56 main:574] : INFO : Epoch 1627 | loss: 0.0309591 | val_loss: 0.0312437 | Time: 1283.11 ms [2021-01-17 15:59:57 main:574] : INFO : Epoch 1628 | loss: 0.0309605 | val_loss: 0.031254 | Time: 1265.22 ms [2021-01-17 15:59:58 main:574] : INFO : Epoch 1629 | loss: 0.0309631 | val_loss: 0.0312572 | Time: 1564.03 ms [2021-01-17 16:00:00 main:574] : INFO : Epoch 1630 | loss: 0.0309566 | val_loss: 0.0312414 | Time: 1274.73 ms [2021-01-17 16:00:01 main:574] : INFO : Epoch 1631 | loss: 0.0309612 | val_loss: 0.0312808 | Time: 1250.81 ms [2021-01-17 16:00:03 main:574] : INFO : Epoch 1632 | loss: 0.0309661 | val_loss: 0.0312523 | Time: 1582.78 ms [2021-01-17 16:00:04 main:574] : INFO : Epoch 1633 | loss: 0.0309669 | val_loss: 0.0312566 | Time: 1256.95 ms [2021-01-17 16:00:05 main:574] : INFO : Epoch 1634 | loss: 0.0309633 | val_loss: 0.0312571 | Time: 1251.1 ms [2021-01-17 16:00:07 main:574] : INFO : Epoch 1635 | loss: 0.0309649 | val_loss: 0.0312369 | Time: 1536.95 ms [2021-01-17 16:00:08 main:574] : INFO : Epoch 1636 | loss: 0.0309634 | val_loss: 0.031229 | Time: 1243.64 ms [2021-01-17 16:00:09 main:574] : INFO : Epoch 1637 | loss: 0.0309571 | val_loss: 0.0312667 | Time: 1249.37 ms [2021-01-17 16:00:11 main:574] : INFO : Epoch 1638 | loss: 0.0309544 | val_loss: 0.0312665 | Time: 1538.58 ms [2021-01-17 16:00:12 main:574] : INFO : Epoch 1639 | loss: 0.0309573 | val_loss: 0.031252 | Time: 1241.24 ms [2021-01-17 16:00:13 main:574] : INFO : Epoch 1640 | loss: 0.0309617 | val_loss: 0.0312368 | Time: 1258.85 ms [2021-01-17 16:00:15 main:574] : INFO : Epoch 1641 | loss: 0.0309668 | val_loss: 0.0312405 | Time: 1547.46 ms [2021-01-17 16:00:16 main:574] : INFO : Epoch 1642 | loss: 0.0309706 | val_loss: 0.0312541 | Time: 1256.79 ms [2021-01-17 16:00:17 main:574] : INFO : Epoch 1643 | loss: 0.0309609 | val_loss: 0.0312569 | Time: 1257.32 ms [2021-01-17 16:00:19 main:574] : INFO : Epoch 1644 | loss: 0.0309638 | val_loss: 0.0312589 | Time: 1551.73 ms [2021-01-17 16:00:20 main:574] : INFO : Epoch 1645 | loss: 0.0309589 | val_loss: 0.0312473 | Time: 1264.46 ms [2021-01-17 16:00:21 main:574] : INFO : Epoch 1646 | loss: 0.0309586 | val_loss: 0.0312565 | Time: 1255.26 ms [2021-01-17 16:00:23 main:574] : INFO : Epoch 1647 | loss: 0.0309634 | val_loss: 0.0312628 | Time: 1536.64 ms [2021-01-17 16:00:24 main:574] : INFO : Epoch 1648 | loss: 0.0309594 | val_loss: 0.0312494 | Time: 1245.15 ms [2021-01-17 16:00:25 main:574] : INFO : Epoch 1649 | loss: 0.0309616 | val_loss: 0.0312233 | Time: 1262.21 ms [2021-01-17 16:00:27 main:574] : INFO : Epoch 1650 | loss: 0.0309691 | val_loss: 0.0312327 | Time: 1592.47 ms [2021-01-17 16:00:28 main:574] : INFO : Epoch 1651 | loss: 0.0309632 | val_loss: 0.0312467 | Time: 1282.44 ms [2021-01-17 16:00:30 main:574] : INFO : Epoch 1652 | loss: 0.0309602 | val_loss: 0.0312414 | Time: 1269.05 ms [2021-01-17 16:00:31 main:574] : INFO : Epoch 1653 | loss: 0.0309576 | val_loss: 0.0312433 | Time: 1518.72 ms [2021-01-17 16:00:32 main:574] : INFO : Epoch 1654 | loss: 0.0309614 | val_loss: 0.0312509 | Time: 1259.44 ms [2021-01-17 16:00:34 main:574] : INFO : Epoch 1655 | loss: 0.0309601 | val_loss: 0.0312657 | Time: 1244.73 ms [2021-01-17 16:00:35 main:574] : INFO : Epoch 1656 | loss: 0.030957 | val_loss: 0.0312488 | Time: 1533.45 ms [2021-01-17 16:00:36 main:574] : INFO : Epoch 1657 | loss: 0.03097 | val_loss: 0.0312398 | Time: 1247.54 ms [2021-01-17 16:00:38 main:574] : INFO : Epoch 1658 | loss: 0.0309714 | val_loss: 0.0312585 | Time: 1277.75 ms [2021-01-17 16:00:39 main:574] : INFO : Epoch 1659 | loss: 0.0309647 | val_loss: 0.0312573 | Time: 1517.5 ms [2021-01-17 16:00:40 main:574] : INFO : Epoch 1660 | loss: 0.0309609 | val_loss: 0.0312499 | Time: 1241.68 ms [2021-01-17 16:00:42 main:574] : INFO : Epoch 1661 | loss: 0.0309563 | val_loss: 0.0312483 | Time: 1252.67 ms [2021-01-17 16:00:43 main:574] : INFO : Epoch 1662 | loss: 0.0309599 | val_loss: 0.0312714 | Time: 1541.17 ms [2021-01-17 16:00:44 main:574] : INFO : Epoch 1663 | loss: 0.0309623 | val_loss: 0.0312701 | Time: 1252.84 ms [2021-01-17 16:00:46 main:574] : INFO : Epoch 1664 | loss: 0.0309574 | val_loss: 0.0312439 | Time: 1278.03 ms [2021-01-17 16:00:47 main:574] : INFO : Epoch 1665 | loss: 0.0309726 | val_loss: 0.0312336 | Time: 1519.4 ms [2021-01-17 16:00:49 main:574] : INFO : Epoch 1666 | loss: 0.0309612 | val_loss: 0.0312793 | Time: 1618.29 ms [2021-01-17 16:00:51 main:574] : INFO : Epoch 1667 | loss: 0.0309767 | val_loss: 0.0312588 | Time: 1750.52 ms [2021-01-17 16:00:52 main:574] : INFO : Epoch 1668 | loss: 0.0309622 | val_loss: 0.0312569 | Time: 1262.01 ms [2021-01-17 16:00:53 main:574] : INFO : Epoch 1669 | loss: 0.0309545 | val_loss: 0.0312589 | Time: 1268.23 ms [2021-01-17 16:00:55 main:574] : INFO : Epoch 1670 | loss: 0.0309838 | val_loss: 0.0312398 | Time: 1531.11 ms [2021-01-17 16:00:56 main:574] : INFO : Epoch 1671 | loss: 0.0309815 | val_loss: 0.0312444 | Time: 1252.79 ms [2021-01-17 16:00:57 main:574] : INFO : Epoch 1672 | loss: 0.0309616 | val_loss: 0.0312649 | Time: 1267.28 ms [2021-01-17 16:00:59 main:574] : INFO : Epoch 1673 | loss: 0.0309582 | val_loss: 0.0312615 | Time: 1537.91 ms [2021-01-17 16:01:00 main:574] : INFO : Epoch 1674 | loss: 0.0309568 | val_loss: 0.0312628 | Time: 1254.38 ms [2021-01-17 16:01:01 main:574] : INFO : Epoch 1675 | loss: 0.0309543 | val_loss: 0.0312652 | Time: 1258.21 ms [2021-01-17 16:01:03 main:574] : INFO : Epoch 1676 | loss: 0.0309568 | val_loss: 0.0312546 | Time: 1563.51 ms [2021-01-17 16:01:04 main:574] : INFO : Epoch 1677 | loss: 0.030955 | val_loss: 0.0312415 | Time: 1255.35 ms [2021-01-17 16:01:05 main:574] : INFO : Epoch 1678 | loss: 0.0309608 | val_loss: 0.0312626 | Time: 1263 ms [2021-01-17 16:01:07 main:574] : INFO : Epoch 1679 | loss: 0.030958 | val_loss: 0.0312717 | Time: 1564.94 ms [2021-01-17 16:01:08 main:574] : INFO : Epoch 1680 | loss: 0.0309573 | val_loss: 0.0312653 | Time: 1251.26 ms [2021-01-17 16:01:09 main:574] : INFO : Epoch 1681 | loss: 0.0309598 | val_loss: 0.0312439 | Time: 1242.36 ms [2021-01-17 16:01:11 main:574] : INFO : Epoch 1682 | loss: 0.0309694 | val_loss: 0.0312254 | Time: 1544.9 ms [2021-01-17 16:01:12 main:574] : INFO : Epoch 1683 | loss: 0.0309663 | val_loss: 0.03125 | Time: 1257.2 ms [2021-01-17 16:01:14 main:574] : INFO : Epoch 1684 | loss: 0.0309627 | val_loss: 0.0312543 | Time: 1249.6 ms [2021-01-17 16:01:15 main:574] : INFO : Epoch 1685 | loss: 0.0309626 | val_loss: 0.0312428 | Time: 1526.42 ms [2021-01-17 16:01:16 main:574] : INFO : Epoch 1686 | loss: 0.030966 | val_loss: 0.0312671 | Time: 1260.1 ms [2021-01-17 16:01:18 main:574] : INFO : Epoch 1687 | loss: 0.030956 | val_loss: 0.0312311 | Time: 1256.97 ms [2021-01-17 16:01:19 main:574] : INFO : Epoch 1688 | loss: 0.0309668 | val_loss: 0.0312338 | Time: 1599.06 ms [2021-01-17 16:01:20 main:574] : INFO : Epoch 1689 | loss: 0.0309632 | val_loss: 0.0312409 | Time: 1259.26 ms [2021-01-17 16:01:22 main:574] : INFO : Epoch 1690 | loss: 0.030964 | val_loss: 0.0312507 | Time: 1245.85 ms [2021-01-17 16:01:23 main:574] : INFO : Epoch 1691 | loss: 0.0309662 | val_loss: 0.0312444 | Time: 1561.73 ms [2021-01-17 16:01:25 main:574] : INFO : Epoch 1692 | loss: 0.0309596 | val_loss: 0.0312506 | Time: 1243.56 ms [2021-01-17 16:01:26 main:574] : INFO : Epoch 1693 | loss: 0.0309506 | val_loss: 0.0312602 | Time: 1251.64 ms [2021-01-17 16:01:27 main:574] : INFO : Epoch 1694 | loss: 0.0309593 | val_loss: 0.0312597 | Time: 1556.75 ms [2021-01-17 16:01:29 main:574] : INFO : Epoch 1695 | loss: 0.0309565 | val_loss: 0.0312405 | Time: 1255.4 ms [2021-01-17 16:01:30 main:574] : INFO : Epoch 1696 | loss: 0.0309602 | val_loss: 0.0312619 | Time: 1271.74 ms [2021-01-17 16:01:31 main:574] : INFO : Epoch 1697 | loss: 0.0309572 | val_loss: 0.0312538 | Time: 1582.7 ms [2021-01-17 16:01:33 main:574] : INFO : Epoch 1698 | loss: 0.0309632 | val_loss: 0.0312782 | Time: 1237.59 ms [2021-01-17 16:01:34 main:574] : INFO : Epoch 1699 | loss: 0.0309555 | val_loss: 0.0312445 | Time: 1296.96 ms [2021-01-17 16:01:36 main:574] : INFO : Epoch 1700 | loss: 0.0309578 | val_loss: 0.0312487 | Time: 1506.05 ms [2021-01-17 16:01:37 main:574] : INFO : Epoch 1701 | loss: 0.030962 | val_loss: 0.0312701 | Time: 1248.26 ms [2021-01-17 16:01:38 main:574] : INFO : Epoch 1702 | loss: 0.0309665 | val_loss: 0.0312485 | Time: 1305.47 ms [2021-01-17 16:01:40 main:574] : INFO : Epoch 1703 | loss: 0.0309541 | val_loss: 0.0312689 | Time: 1461.4 ms [2021-01-17 16:01:41 main:574] : INFO : Epoch 1704 | loss: 0.0309512 | val_loss: 0.0312613 | Time: 1252.48 ms [2021-01-17 16:01:42 main:574] : INFO : Epoch 1705 | loss: 0.0309507 | val_loss: 0.0312893 | Time: 1350.48 ms [2021-01-17 16:01:44 main:574] : INFO : Epoch 1706 | loss: 0.0309627 | val_loss: 0.0312552 | Time: 1459.93 ms [2021-01-17 16:01:45 main:574] : INFO : Epoch 1707 | loss: 0.0309683 | val_loss: 0.0312542 | Time: 1246.43 ms [2021-01-17 16:01:46 main:574] : INFO : Epoch 1708 | loss: 0.030956 | val_loss: 0.0312354 | Time: 1306.18 ms [2021-01-17 16:01:48 main:574] : INFO : Epoch 1709 | loss: 0.0309629 | val_loss: 0.0312404 | Time: 1480.68 ms [2021-01-17 16:01:49 main:574] : INFO : Epoch 1710 | loss: 0.0309575 | val_loss: 0.0312697 | Time: 1535.11 ms [2021-01-17 16:01:51 main:574] : INFO : Epoch 1711 | loss: 0.0309622 | val_loss: 0.0312473 | Time: 1717.68 ms [2021-01-17 16:01:52 main:574] : INFO : Epoch 1712 | loss: 0.0309613 | val_loss: 0.0312618 | Time: 1239.87 ms [2021-01-17 16:01:53 main:574] : INFO : Epoch 1713 | loss: 0.030957 | val_loss: 0.031242 | Time: 1251.87 ms [2021-01-17 16:01:55 main:574] : INFO : Epoch 1714 | loss: 0.0309566 | val_loss: 0.0312724 | Time: 1535.22 ms [2021-01-17 16:01:56 main:574] : INFO : Epoch 1715 | loss: 0.0309593 | val_loss: 0.0312438 | Time: 1238.02 ms [2021-01-17 16:01:57 main:574] : INFO : Epoch 1716 | loss: 0.0309764 | val_loss: 0.0312335 | Time: 1259.87 ms [2021-01-17 16:01:59 main:574] : INFO : Epoch 1717 | loss: 0.0309668 | val_loss: 0.031277 | Time: 1543.53 ms [2021-01-17 16:02:00 main:574] : INFO : Epoch 1718 | loss: 0.0309615 | val_loss: 0.0312392 | Time: 1250.06 ms [2021-01-17 16:02:02 main:574] : INFO : Epoch 1719 | loss: 0.0309596 | val_loss: 0.0312483 | Time: 1266.35 ms [2021-01-17 16:02:03 main:574] : INFO : Epoch 1720 | loss: 0.0309712 | val_loss: 0.031249 | Time: 1521.97 ms [2021-01-17 16:02:04 main:574] : INFO : Epoch 1721 | loss: 0.0309605 | val_loss: 0.0312554 | Time: 1252.35 ms [2021-01-17 16:02:06 main:574] : INFO : Epoch 1722 | loss: 0.0309594 | val_loss: 0.0312806 | Time: 1252.77 ms [2021-01-17 16:02:07 main:574] : INFO : Epoch 1723 | loss: 0.0309692 | val_loss: 0.0312634 | Time: 1558.58 ms [2021-01-17 16:02:08 main:574] : INFO : Epoch 1724 | loss: 0.0309656 | val_loss: 0.0312373 | Time: 1245.53 ms [2021-01-17 16:02:10 main:574] : INFO : Epoch 1725 | loss: 0.0309585 | val_loss: 0.0312698 | Time: 1257.85 ms [2021-01-17 16:02:11 main:574] : INFO : Epoch 1726 | loss: 0.0309644 | val_loss: 0.0312759 | Time: 1566.21 ms [2021-01-17 16:02:12 main:574] : INFO : Epoch 1727 | loss: 0.0309691 | val_loss: 0.0312571 | Time: 1268.76 ms [2021-01-17 16:02:14 main:574] : INFO : Epoch 1728 | loss: 0.0309663 | val_loss: 0.0312673 | Time: 1269.44 ms [2021-01-17 16:02:15 main:574] : INFO : Epoch 1729 | loss: 0.0309571 | val_loss: 0.0312343 | Time: 1534.44 ms [2021-01-17 16:02:17 main:574] : INFO : Epoch 1730 | loss: 0.030959 | val_loss: 0.0312492 | Time: 1247.98 ms [2021-01-17 16:02:18 main:574] : INFO : Epoch 1731 | loss: 0.0309573 | val_loss: 0.0312545 | Time: 1257.87 ms [2021-01-17 16:02:19 main:574] : INFO : Epoch 1732 | loss: 0.0309555 | val_loss: 0.0312493 | Time: 1572.84 ms [2021-01-17 16:02:21 main:574] : INFO : Epoch 1733 | loss: 0.0309613 | val_loss: 0.031229 | Time: 1269.11 ms [2021-01-17 16:02:22 main:574] : INFO : Epoch 1734 | loss: 0.0309574 | val_loss: 0.0312693 | Time: 1254.34 ms [2021-01-17 16:02:23 main:574] : INFO : Epoch 1735 | loss: 0.0309547 | val_loss: 0.031269 | Time: 1532.79 ms [2021-01-17 16:02:25 main:574] : INFO : Epoch 1736 | loss: 0.0309527 | val_loss: 0.0312667 | Time: 1248.25 ms [2021-01-17 16:02:26 main:574] : INFO : Epoch 1737 | loss: 0.0309565 | val_loss: 0.0312474 | Time: 1260.84 ms [2021-01-17 16:02:28 main:574] : INFO : Epoch 1738 | loss: 0.0309596 | val_loss: 0.0312487 | Time: 1571.58 ms [2021-01-17 16:02:29 main:574] : INFO : Epoch 1739 | loss: 0.0309602 | val_loss: 0.0312611 | Time: 1258.54 ms [2021-01-17 16:02:30 main:574] : INFO : Epoch 1740 | loss: 0.0309589 | val_loss: 0.0312515 | Time: 1264.12 ms [2021-01-17 16:02:32 main:574] : INFO : Epoch 1741 | loss: 0.0309619 | val_loss: 0.031234 | Time: 1545.5 ms [2021-01-17 16:02:33 main:574] : INFO : Epoch 1742 | loss: 0.0309671 | val_loss: 0.031262 | Time: 1262.1 ms [2021-01-17 16:02:34 main:574] : INFO : Epoch 1743 | loss: 0.0309647 | val_loss: 0.0312428 | Time: 1304.82 ms [2021-01-17 16:02:36 main:574] : INFO : Epoch 1744 | loss: 0.0309614 | val_loss: 0.0312554 | Time: 1488.04 ms [2021-01-17 16:02:37 main:574] : INFO : Epoch 1745 | loss: 0.0309614 | val_loss: 0.0312663 | Time: 1252.45 ms [2021-01-17 16:02:38 main:574] : INFO : Epoch 1746 | loss: 0.0309647 | val_loss: 0.0312881 | Time: 1293.83 ms [2021-01-17 16:02:40 main:574] : INFO : Epoch 1747 | loss: 0.0309505 | val_loss: 0.0312545 | Time: 1481.68 ms [2021-01-17 16:02:41 main:574] : INFO : Epoch 1748 | loss: 0.030955 | val_loss: 0.0312397 | Time: 1250.43 ms [2021-01-17 16:02:42 main:574] : INFO : Epoch 1749 | loss: 0.0309564 | val_loss: 0.031256 | Time: 1257.43 ms [2021-01-17 16:02:44 main:574] : INFO : Epoch 1750 | loss: 0.0309566 | val_loss: 0.0312458 | Time: 1497.1 ms [2021-01-17 16:02:45 main:574] : INFO : Epoch 1751 | loss: 0.0309575 | val_loss: 0.0312621 | Time: 1238.73 ms [2021-01-17 16:02:46 main:574] : INFO : Epoch 1752 | loss: 0.0309525 | val_loss: 0.0312748 | Time: 1293.16 ms [2021-01-17 16:02:48 main:574] : INFO : Epoch 1753 | loss: 0.0309498 | val_loss: 0.0312612 | Time: 1455.89 ms [2021-01-17 16:02:49 main:574] : INFO : Epoch 1754 | loss: 0.0309565 | val_loss: 0.0312615 | Time: 1313.57 ms [2021-01-17 16:02:51 main:574] : INFO : Epoch 1755 | loss: 0.0309686 | val_loss: 0.0312354 | Time: 1713.15 ms [2021-01-17 16:02:52 main:574] : INFO : Epoch 1756 | loss: 0.0309755 | val_loss: 0.0312541 | Time: 1325.24 ms [2021-01-17 16:02:53 main:574] : INFO : Epoch 1757 | loss: 0.0309722 | val_loss: 0.0313568 | Time: 1252.21 ms [2021-01-17 16:02:55 main:574] : INFO : Epoch 1758 | loss: 0.0312346 | val_loss: 0.0313223 | Time: 1400.43 ms [2021-01-17 16:02:56 main:574] : INFO : Epoch 1759 | loss: 0.0319274 | val_loss: 0.0349915 | Time: 1369.49 ms [2021-01-17 16:02:57 main:574] : INFO : Epoch 1760 | loss: 0.0336272 | val_loss: 0.0315965 | Time: 1252.98 ms [2021-01-17 16:02:59 main:574] : INFO : Epoch 1761 | loss: 0.0314507 | val_loss: 0.0313262 | Time: 1406.23 ms [2021-01-17 16:03:00 main:574] : INFO : Epoch 1762 | loss: 0.0312809 | val_loss: 0.0312657 | Time: 1360.86 ms [2021-01-17 16:03:01 main:574] : INFO : Epoch 1763 | loss: 0.0312559 | val_loss: 0.0312508 | Time: 1257.96 ms [2021-01-17 16:03:03 main:574] : INFO : Epoch 1764 | loss: 0.0312501 | val_loss: 0.0312479 | Time: 1463.15 ms [2021-01-17 16:03:04 main:574] : INFO : Epoch 1765 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1335.01 ms [2021-01-17 16:03:06 main:574] : INFO : Epoch 1766 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 1244.39 ms [2021-01-17 16:03:07 main:574] : INFO : Epoch 1767 | loss: 0.031245 | val_loss: 0.0312439 | Time: 1500.55 ms [2021-01-17 16:03:08 main:574] : INFO : Epoch 1768 | loss: 0.031244 | val_loss: 0.0312426 | Time: 1294.22 ms [2021-01-17 16:03:10 main:574] : INFO : Epoch 1769 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 1243.53 ms [2021-01-17 16:03:11 main:574] : INFO : Epoch 1770 | loss: 0.03124 | val_loss: 0.0312401 | Time: 1481.19 ms [2021-01-17 16:03:12 main:574] : INFO : Epoch 1771 | loss: 0.0312373 | val_loss: 0.0312386 | Time: 1311.86 ms [2021-01-17 16:03:14 main:574] : INFO : Epoch 1772 | loss: 0.0312343 | val_loss: 0.0312365 | Time: 1237.46 ms [2021-01-17 16:03:15 main:574] : INFO : Epoch 1773 | loss: 0.0312319 | val_loss: 0.0312346 | Time: 1449.86 ms [2021-01-17 16:03:16 main:574] : INFO : Epoch 1774 | loss: 0.0312287 | val_loss: 0.0312304 | Time: 1303.1 ms [2021-01-17 16:03:18 main:574] : INFO : Epoch 1775 | loss: 0.0312252 | val_loss: 0.0312285 | Time: 1241.94 ms [2021-01-17 16:03:19 main:574] : INFO : Epoch 1776 | loss: 0.031222 | val_loss: 0.0312274 | Time: 1468.42 ms [2021-01-17 16:03:20 main:574] : INFO : Epoch 1777 | loss: 0.0312197 | val_loss: 0.0312306 | Time: 1319.17 ms [2021-01-17 16:03:22 main:574] : INFO : Epoch 1778 | loss: 0.0312187 | val_loss: 0.0312265 | Time: 1250.75 ms [2021-01-17 16:03:23 main:574] : INFO : Epoch 1779 | loss: 0.0312161 | val_loss: 0.031222 | Time: 1455.2 ms [2021-01-17 16:03:24 main:574] : INFO : Epoch 1780 | loss: 0.0312139 | val_loss: 0.0312198 | Time: 1321.46 ms [2021-01-17 16:03:26 main:574] : INFO : Epoch 1781 | loss: 0.0312093 | val_loss: 0.0312182 | Time: 1251.29 ms [2021-01-17 16:03:27 main:574] : INFO : Epoch 1782 | loss: 0.031208 | val_loss: 0.031216 | Time: 1539.49 ms [2021-01-17 16:03:29 main:574] : INFO : Epoch 1783 | loss: 0.0312068 | val_loss: 0.0312144 | Time: 1280.63 ms [2021-01-17 16:03:30 main:574] : INFO : Epoch 1784 | loss: 0.0312031 | val_loss: 0.0312149 | Time: 1262.11 ms [2021-01-17 16:03:31 main:574] : INFO : Epoch 1785 | loss: 0.0312016 | val_loss: 0.0312126 | Time: 1590.3 ms [2021-01-17 16:03:33 main:574] : INFO : Epoch 1786 | loss: 0.0312005 | val_loss: 0.0312107 | Time: 1263.29 ms [2021-01-17 16:03:34 main:574] : INFO : Epoch 1787 | loss: 0.0311975 | val_loss: 0.0312093 | Time: 1287.87 ms [2021-01-17 16:03:35 main:574] : INFO : Epoch 1788 | loss: 0.0311964 | val_loss: 0.0312128 | Time: 1499.44 ms [2021-01-17 16:03:37 main:574] : INFO : Epoch 1789 | loss: 0.0311965 | val_loss: 0.0312083 | Time: 1255.95 ms [2021-01-17 16:03:38 main:574] : INFO : Epoch 1790 | loss: 0.0311955 | val_loss: 0.0312068 | Time: 1232.47 ms [2021-01-17 16:03:40 main:574] : INFO : Epoch 1791 | loss: 0.0311934 | val_loss: 0.031205 | Time: 1556.03 ms [2021-01-17 16:03:41 main:574] : INFO : Epoch 1792 | loss: 0.031193 | val_loss: 0.0312047 | Time: 1259.94 ms [2021-01-17 16:03:42 main:574] : INFO : Epoch 1793 | loss: 0.0311904 | val_loss: 0.0312123 | Time: 1244.72 ms [2021-01-17 16:03:44 main:574] : INFO : Epoch 1794 | loss: 0.0311903 | val_loss: 0.0312019 | Time: 1542.88 ms [2021-01-17 16:03:45 main:574] : INFO : Epoch 1795 | loss: 0.0311869 | val_loss: 0.0312109 | Time: 1240.03 ms [2021-01-17 16:03:46 main:574] : INFO : Epoch 1796 | loss: 0.0311884 | val_loss: 0.0312007 | Time: 1274.84 ms [2021-01-17 16:03:48 main:574] : INFO : Epoch 1797 | loss: 0.0311849 | val_loss: 0.0312017 | Time: 1541.39 ms [2021-01-17 16:03:49 main:574] : INFO : Epoch 1798 | loss: 0.0311848 | val_loss: 0.0312014 | Time: 1257.15 ms [2021-01-17 16:03:50 main:574] : INFO : Epoch 1799 | loss: 0.0311866 | val_loss: 0.0312001 | Time: 1481.4 ms [2021-01-17 16:03:52 main:574] : INFO : Epoch 1800 | loss: 0.0311883 | val_loss: 0.0312013 | Time: 1574.33 ms [2021-01-17 16:03:53 main:574] : INFO : Epoch 1801 | loss: 0.0311843 | val_loss: 0.0311969 | Time: 1254.56 ms [2021-01-17 16:03:55 main:574] : INFO : Epoch 1802 | loss: 0.0311811 | val_loss: 0.0311947 | Time: 1286.28 ms [2021-01-17 16:03:56 main:574] : INFO : Epoch 1803 | loss: 0.031181 | val_loss: 0.0311927 | Time: 1514.79 ms [2021-01-17 16:03:57 main:574] : INFO : Epoch 1804 | loss: 0.0311775 | val_loss: 0.0311955 | Time: 1259.55 ms [2021-01-17 16:03:59 main:574] : INFO : Epoch 1805 | loss: 0.0311748 | val_loss: 0.0311966 | Time: 1320.62 ms [2021-01-17 16:04:00 main:574] : INFO : Epoch 1806 | loss: 0.0311752 | val_loss: 0.0311943 | Time: 1491.5 ms [2021-01-17 16:04:01 main:574] : INFO : Epoch 1807 | loss: 0.0311755 | val_loss: 0.0311969 | Time: 1229.62 ms [2021-01-17 16:04:03 main:574] : INFO : Epoch 1808 | loss: 0.0311725 | val_loss: 0.0311945 | Time: 1289.84 ms [2021-01-17 16:04:04 main:574] : INFO : Epoch 1809 | loss: 0.0311721 | val_loss: 0.0311943 | Time: 1492.77 ms [2021-01-17 16:04:05 main:574] : INFO : Epoch 1810 | loss: 0.0311723 | val_loss: 0.0311945 | Time: 1263.88 ms [2021-01-17 16:04:07 main:574] : INFO : Epoch 1811 | loss: 0.0311775 | val_loss: 0.0312119 | Time: 1308.39 ms [2021-01-17 16:04:08 main:574] : INFO : Epoch 1812 | loss: 0.0311778 | val_loss: 0.0312045 | Time: 1461.97 ms [2021-01-17 16:04:09 main:574] : INFO : Epoch 1813 | loss: 0.0311764 | val_loss: 0.0312044 | Time: 1236.36 ms [2021-01-17 16:04:11 main:574] : INFO : Epoch 1814 | loss: 0.0311741 | val_loss: 0.0311963 | Time: 1303.48 ms [2021-01-17 16:04:12 main:574] : INFO : Epoch 1815 | loss: 0.0311693 | val_loss: 0.0311962 | Time: 1415.49 ms [2021-01-17 16:04:13 main:574] : INFO : Epoch 1816 | loss: 0.0311685 | val_loss: 0.0311934 | Time: 1246.35 ms [2021-01-17 16:04:15 main:574] : INFO : Epoch 1817 | loss: 0.0311695 | val_loss: 0.031193 | Time: 1313.64 ms [2021-01-17 16:04:16 main:574] : INFO : Epoch 1818 | loss: 0.0311677 | val_loss: 0.0311935 | Time: 1456.64 ms [2021-01-17 16:04:17 main:574] : INFO : Epoch 1819 | loss: 0.0311684 | val_loss: 0.0311929 | Time: 1262.94 ms [2021-01-17 16:04:19 main:574] : INFO : Epoch 1820 | loss: 0.0311676 | val_loss: 0.0311964 | Time: 1347.56 ms [2021-01-17 16:04:20 main:574] : INFO : Epoch 1821 | loss: 0.0311653 | val_loss: 0.0311921 | Time: 1435.8 ms [2021-01-17 16:04:22 main:574] : INFO : Epoch 1822 | loss: 0.0311664 | val_loss: 0.0311997 | Time: 1251.36 ms [2021-01-17 16:04:23 main:574] : INFO : Epoch 1823 | loss: 0.0311713 | val_loss: 0.0311944 | Time: 1365.82 ms [2021-01-17 16:04:24 main:574] : INFO : Epoch 1824 | loss: 0.0311665 | val_loss: 0.0311938 | Time: 1426.44 ms [2021-01-17 16:04:26 main:574] : INFO : Epoch 1825 | loss: 0.031166 | val_loss: 0.0311907 | Time: 1257.51 ms [2021-01-17 16:04:27 main:574] : INFO : Epoch 1826 | loss: 0.0311705 | val_loss: 0.0311937 | Time: 1314.63 ms [2021-01-17 16:04:28 main:574] : INFO : Epoch 1827 | loss: 0.0311719 | val_loss: 0.0311885 | Time: 1496.11 ms [2021-01-17 16:04:30 main:574] : INFO : Epoch 1828 | loss: 0.0311689 | val_loss: 0.0311869 | Time: 1278.1 ms [2021-01-17 16:04:31 main:574] : INFO : Epoch 1829 | loss: 0.0311672 | val_loss: 0.0311908 | Time: 1355.19 ms [2021-01-17 16:04:32 main:574] : INFO : Epoch 1830 | loss: 0.0311651 | val_loss: 0.031186 | Time: 1397 ms [2021-01-17 16:04:34 main:574] : INFO : Epoch 1831 | loss: 0.0311656 | val_loss: 0.0311879 | Time: 1271.98 ms [2021-01-17 16:04:35 main:574] : INFO : Epoch 1832 | loss: 0.0311629 | val_loss: 0.0311905 | Time: 1444.33 ms [2021-01-17 16:04:37 main:574] : INFO : Epoch 1833 | loss: 0.0311628 | val_loss: 0.0311888 | Time: 1372.25 ms [2021-01-17 16:04:38 main:574] : INFO : Epoch 1834 | loss: 0.0311629 | val_loss: 0.0311884 | Time: 1260.36 ms [2021-01-17 16:04:39 main:574] : INFO : Epoch 1835 | loss: 0.0311611 | val_loss: 0.0311863 | Time: 1410.11 ms [2021-01-17 16:04:41 main:574] : INFO : Epoch 1836 | loss: 0.0311728 | val_loss: 0.0311833 | Time: 1384.73 ms [2021-01-17 16:04:42 main:574] : INFO : Epoch 1837 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1251.67 ms [2021-01-17 16:04:43 main:574] : INFO : Epoch 1838 | loss: 0.0311664 | val_loss: 0.0311769 | Time: 1401.1 ms [2021-01-17 16:04:45 main:574] : INFO : Epoch 1839 | loss: 0.0311667 | val_loss: 0.0311812 | Time: 1343.67 ms [2021-01-17 16:04:46 main:574] : INFO : Epoch 1840 | loss: 0.0311631 | val_loss: 0.0311774 | Time: 1249.24 ms [2021-01-17 16:04:47 main:574] : INFO : Epoch 1841 | loss: 0.0311606 | val_loss: 0.0311821 | Time: 1442.73 ms [2021-01-17 16:04:49 main:574] : INFO : Epoch 1842 | loss: 0.0311625 | val_loss: 0.0311833 | Time: 1336.14 ms [2021-01-17 16:04:50 main:574] : INFO : Epoch 1843 | loss: 0.0311604 | val_loss: 0.0311799 | Time: 1260.61 ms [2021-01-17 16:04:52 main:574] : INFO : Epoch 1844 | loss: 0.0311562 | val_loss: 0.0311775 | Time: 1658.75 ms [2021-01-17 16:04:53 main:574] : INFO : Epoch 1845 | loss: 0.0311566 | val_loss: 0.0311786 | Time: 1307.29 ms [2021-01-17 16:04:54 main:574] : INFO : Epoch 1846 | loss: 0.0311551 | val_loss: 0.0311811 | Time: 1244.31 ms [2021-01-17 16:04:56 main:574] : INFO : Epoch 1847 | loss: 0.0311543 | val_loss: 0.0311826 | Time: 1516.94 ms [2021-01-17 16:04:57 main:574] : INFO : Epoch 1848 | loss: 0.0311576 | val_loss: 0.0311878 | Time: 1278.41 ms [2021-01-17 16:04:58 main:574] : INFO : Epoch 1849 | loss: 0.0311545 | val_loss: 0.0311807 | Time: 1271.11 ms [2021-01-17 16:05:00 main:574] : INFO : Epoch 1850 | loss: 0.0311575 | val_loss: 0.0311892 | Time: 1546.49 ms [2021-01-17 16:05:01 main:574] : INFO : Epoch 1851 | loss: 0.0311549 | val_loss: 0.0311839 | Time: 1235.85 ms [2021-01-17 16:05:02 main:574] : INFO : Epoch 1852 | loss: 0.0311534 | val_loss: 0.0311814 | Time: 1252.29 ms [2021-01-17 16:05:04 main:574] : INFO : Epoch 1853 | loss: 0.0311512 | val_loss: 0.0311822 | Time: 1576.48 ms [2021-01-17 16:05:05 main:574] : INFO : Epoch 1854 | loss: 0.0311508 | val_loss: 0.0311832 | Time: 1262.23 ms [2021-01-17 16:05:06 main:574] : INFO : Epoch 1855 | loss: 0.0311495 | val_loss: 0.0311822 | Time: 1274.38 ms [2021-01-17 16:05:08 main:574] : INFO : Epoch 1856 | loss: 0.0311507 | val_loss: 0.0311802 | Time: 1557.06 ms [2021-01-17 16:05:09 main:574] : INFO : Epoch 1857 | loss: 0.0311518 | val_loss: 0.03118 | Time: 1243.57 ms [2021-01-17 16:05:11 main:574] : INFO : Epoch 1858 | loss: 0.0311502 | val_loss: 0.0311834 | Time: 1305.51 ms [2021-01-17 16:05:12 main:574] : INFO : Epoch 1859 | loss: 0.031147 | val_loss: 0.0311835 | Time: 1581.36 ms [2021-01-17 16:05:13 main:574] : INFO : Epoch 1860 | loss: 0.0311481 | val_loss: 0.0311803 | Time: 1247.04 ms [2021-01-17 16:05:15 main:574] : INFO : Epoch 1861 | loss: 0.0311508 | val_loss: 0.0311906 | Time: 1255.48 ms [2021-01-17 16:05:16 main:574] : INFO : Epoch 1862 | loss: 0.0311537 | val_loss: 0.0311858 | Time: 1541.03 ms [2021-01-17 16:05:17 main:574] : INFO : Epoch 1863 | loss: 0.0311497 | val_loss: 0.031184 | Time: 1244.81 ms [2021-01-17 16:05:19 main:574] : INFO : Epoch 1864 | loss: 0.0311473 | val_loss: 0.0311788 | Time: 1267.52 ms [2021-01-17 16:05:20 main:574] : INFO : Epoch 1865 | loss: 0.0311468 | val_loss: 0.0311821 | Time: 1503.21 ms [2021-01-17 16:05:21 main:574] : INFO : Epoch 1866 | loss: 0.0311447 | val_loss: 0.0311787 | Time: 1261.51 ms [2021-01-17 16:05:23 main:574] : INFO : Epoch 1867 | loss: 0.0311448 | val_loss: 0.0311804 | Time: 1250.27 ms [2021-01-17 16:05:24 main:574] : INFO : Epoch 1868 | loss: 0.0311437 | val_loss: 0.0311806 | Time: 1508.33 ms [2021-01-17 16:05:26 main:574] : INFO : Epoch 1869 | loss: 0.0311456 | val_loss: 0.03118 | Time: 1264.53 ms [2021-01-17 16:05:27 main:574] : INFO : Epoch 1870 | loss: 0.0311441 | val_loss: 0.0311811 | Time: 1257.9 ms [2021-01-17 16:05:28 main:574] : INFO : Epoch 1871 | loss: 0.0311431 | val_loss: 0.0311823 | Time: 1509.32 ms [2021-01-17 16:05:30 main:574] : INFO : Epoch 1872 | loss: 0.0311448 | val_loss: 0.0311783 | Time: 1261.79 ms [2021-01-17 16:05:31 main:574] : INFO : Epoch 1873 | loss: 0.0311447 | val_loss: 0.0311793 | Time: 1255.65 ms [2021-01-17 16:05:32 main:574] : INFO : Epoch 1874 | loss: 0.031143 | val_loss: 0.0311818 | Time: 1544.23 ms [2021-01-17 16:05:34 main:574] : INFO : Epoch 1875 | loss: 0.0311422 | val_loss: 0.0311755 | Time: 1275.44 ms [2021-01-17 16:05:35 main:574] : INFO : Epoch 1876 | loss: 0.0311423 | val_loss: 0.0311779 | Time: 1254.71 ms [2021-01-17 16:05:36 main:574] : INFO : Epoch 1877 | loss: 0.0311409 | val_loss: 0.031178 | Time: 1509.82 ms [2021-01-17 16:05:38 main:574] : INFO : Epoch 1878 | loss: 0.0311442 | val_loss: 0.0311758 | Time: 1256.43 ms [2021-01-17 16:05:39 main:574] : INFO : Epoch 1879 | loss: 0.0311463 | val_loss: 0.0311739 | Time: 1267.47 ms [2021-01-17 16:05:40 main:574] : INFO : Epoch 1880 | loss: 0.0311457 | val_loss: 0.031176 | Time: 1520.73 ms [2021-01-17 16:05:42 main:574] : INFO : Epoch 1881 | loss: 0.0311455 | val_loss: 0.0311755 | Time: 1266.17 ms [2021-01-17 16:05:43 main:574] : INFO : Epoch 1882 | loss: 0.031145 | val_loss: 0.0311784 | Time: 1306.38 ms [2021-01-17 16:05:45 main:574] : INFO : Epoch 1883 | loss: 0.0311427 | val_loss: 0.0311757 | Time: 1512.37 ms [2021-01-17 16:05:46 main:574] : INFO : Epoch 1884 | loss: 0.0311455 | val_loss: 0.0311808 | Time: 1255.24 ms [2021-01-17 16:05:47 main:574] : INFO : Epoch 1885 | loss: 0.0311442 | val_loss: 0.0311751 | Time: 1270.16 ms [2021-01-17 16:05:49 main:574] : INFO : Epoch 1886 | loss: 0.0311421 | val_loss: 0.0311742 | Time: 1500.79 ms [2021-01-17 16:05:50 main:574] : INFO : Epoch 1887 | loss: 0.031141 | val_loss: 0.0311754 | Time: 1256.28 ms [2021-01-17 16:05:51 main:574] : INFO : Epoch 1888 | loss: 0.0311386 | val_loss: 0.031172 | Time: 1323.15 ms [2021-01-17 16:05:53 main:574] : INFO : Epoch 1889 | loss: 0.031141 | val_loss: 0.0311726 | Time: 1445 ms [2021-01-17 16:05:54 main:574] : INFO : Epoch 1890 | loss: 0.0311426 | val_loss: 0.0311711 | Time: 1244.62 ms [2021-01-17 16:05:55 main:574] : INFO : Epoch 1891 | loss: 0.0311403 | val_loss: 0.0311766 | Time: 1302.67 ms [2021-01-17 16:05:57 main:574] : INFO : Epoch 1892 | loss: 0.031137 | val_loss: 0.0311733 | Time: 1481.11 ms [2021-01-17 16:05:58 main:574] : INFO : Epoch 1893 | loss: 0.0311373 | val_loss: 0.0311746 | Time: 1259.43 ms [2021-01-17 16:05:59 main:574] : INFO : Epoch 1894 | loss: 0.0311383 | val_loss: 0.0311835 | Time: 1299.36 ms [2021-01-17 16:06:01 main:574] : INFO : Epoch 1895 | loss: 0.03114 | val_loss: 0.0311806 | Time: 1499.83 ms [2021-01-17 16:06:02 main:574] : INFO : Epoch 1896 | loss: 0.0311374 | val_loss: 0.0311714 | Time: 1260.45 ms [2021-01-17 16:06:03 main:574] : INFO : Epoch 1897 | loss: 0.0311359 | val_loss: 0.0311758 | Time: 1354.77 ms [2021-01-17 16:06:05 main:574] : INFO : Epoch 1898 | loss: 0.0311355 | val_loss: 0.0311696 | Time: 1434.36 ms [2021-01-17 16:06:06 main:574] : INFO : Epoch 1899 | loss: 0.0311369 | val_loss: 0.0311726 | Time: 1258.65 ms [2021-01-17 16:06:07 main:574] : INFO : Epoch 1900 | loss: 0.0311361 | val_loss: 0.0311721 | Time: 1426.93 ms [2021-01-17 16:06:09 main:574] : INFO : Epoch 1901 | loss: 0.0311327 | val_loss: 0.0311718 | Time: 1406.54 ms [2021-01-17 16:06:10 main:574] : INFO : Epoch 1902 | loss: 0.0311331 | val_loss: 0.031169 | Time: 1237.68 ms [2021-01-17 16:06:12 main:574] : INFO : Epoch 1903 | loss: 0.0311357 | val_loss: 0.0311722 | Time: 1403.67 ms [2021-01-17 16:06:13 main:574] : INFO : Epoch 1904 | loss: 0.0311379 | val_loss: 0.031172 | Time: 1383.58 ms [2021-01-17 16:06:14 main:574] : INFO : Epoch 1905 | loss: 0.031134 | val_loss: 0.0311713 | Time: 1269.01 ms [2021-01-17 16:06:16 main:574] : INFO : Epoch 1906 | loss: 0.0311332 | val_loss: 0.0311811 | Time: 1359 ms [2021-01-17 16:06:17 main:574] : INFO : Epoch 1907 | loss: 0.0311338 | val_loss: 0.0311724 | Time: 1447.92 ms [2021-01-17 16:06:18 main:574] : INFO : Epoch 1908 | loss: 0.0311336 | val_loss: 0.0311683 | Time: 1257.01 ms [2021-01-17 16:06:20 main:574] : INFO : Epoch 1909 | loss: 0.0311343 | val_loss: 0.0311761 | Time: 1400.85 ms [2021-01-17 16:06:21 main:574] : INFO : Epoch 1910 | loss: 0.0311363 | val_loss: 0.0311692 | Time: 1362.12 ms [2021-01-17 16:06:22 main:574] : INFO : Epoch 1911 | loss: 0.031133 | val_loss: 0.0311732 | Time: 1270.22 ms [2021-01-17 16:06:24 main:574] : INFO : Epoch 1912 | loss: 0.0311322 | val_loss: 0.0311731 | Time: 1440.72 ms [2021-01-17 16:06:25 main:574] : INFO : Epoch 1913 | loss: 0.0311331 | val_loss: 0.0311693 | Time: 1374.74 ms [2021-01-17 16:06:26 main:574] : INFO : Epoch 1914 | loss: 0.0311327 | val_loss: 0.0311723 | Time: 1260.17 ms [2021-01-17 16:06:28 main:574] : INFO : Epoch 1915 | loss: 0.0311308 | val_loss: 0.0311716 | Time: 1468.96 ms [2021-01-17 16:06:29 main:574] : INFO : Epoch 1916 | loss: 0.0311286 | val_loss: 0.0311707 | Time: 1323.64 ms [2021-01-17 16:06:30 main:574] : INFO : Epoch 1917 | loss: 0.0311282 | val_loss: 0.0311689 | Time: 1261.65 ms [2021-01-17 16:06:32 main:574] : INFO : Epoch 1918 | loss: 0.0311311 | val_loss: 0.0311691 | Time: 1478.61 ms [2021-01-17 16:06:33 main:574] : INFO : Epoch 1919 | loss: 0.0311285 | val_loss: 0.0311667 | Time: 1316.99 ms [2021-01-17 16:06:35 main:574] : INFO : Epoch 1920 | loss: 0.0311294 | val_loss: 0.0311688 | Time: 1261.06 ms [2021-01-17 16:06:36 main:574] : INFO : Epoch 1921 | loss: 0.0311284 | val_loss: 0.0311689 | Time: 1482.31 ms [2021-01-17 16:06:37 main:574] : INFO : Epoch 1922 | loss: 0.0311285 | val_loss: 0.0311684 | Time: 1304.3 ms [2021-01-17 16:06:39 main:574] : INFO : Epoch 1923 | loss: 0.0311302 | val_loss: 0.0311699 | Time: 1265.47 ms [2021-01-17 16:06:40 main:574] : INFO : Epoch 1924 | loss: 0.0311367 | val_loss: 0.0311675 | Time: 1462.75 ms [2021-01-17 16:06:41 main:574] : INFO : Epoch 1925 | loss: 0.0311343 | val_loss: 0.0311655 | Time: 1311.74 ms [2021-01-17 16:06:43 main:574] : INFO : Epoch 1926 | loss: 0.0311368 | val_loss: 0.0311635 | Time: 1258.28 ms [2021-01-17 16:06:44 main:574] : INFO : Epoch 1927 | loss: 0.0311365 | val_loss: 0.0311649 | Time: 1493.73 ms [2021-01-17 16:06:45 main:574] : INFO : Epoch 1928 | loss: 0.031131 | val_loss: 0.0311647 | Time: 1289.53 ms [2021-01-17 16:06:47 main:574] : INFO : Epoch 1929 | loss: 0.0311294 | val_loss: 0.0311658 | Time: 1262.48 ms [2021-01-17 16:06:48 main:574] : INFO : Epoch 1930 | loss: 0.0311278 | val_loss: 0.0311689 | Time: 1523.34 ms [2021-01-17 16:06:50 main:574] : INFO : Epoch 1931 | loss: 0.0311291 | val_loss: 0.0311662 | Time: 1257.16 ms [2021-01-17 16:06:51 main:574] : INFO : Epoch 1932 | loss: 0.0311297 | val_loss: 0.0311728 | Time: 1336.72 ms [2021-01-17 16:06:52 main:574] : INFO : Epoch 1933 | loss: 0.0311397 | val_loss: 0.0311677 | Time: 1543.46 ms [2021-01-17 16:06:54 main:574] : INFO : Epoch 1934 | loss: 0.031146 | val_loss: 0.0311705 | Time: 1275.39 ms [2021-01-17 16:06:55 main:574] : INFO : Epoch 1935 | loss: 0.031142 | val_loss: 0.0311666 | Time: 1261.68 ms [2021-01-17 16:06:57 main:574] : INFO : Epoch 1936 | loss: 0.0311386 | val_loss: 0.0311728 | Time: 1568.86 ms [2021-01-17 16:06:58 main:574] : INFO : Epoch 1937 | loss: 0.0311331 | val_loss: 0.0311681 | Time: 1252.84 ms [2021-01-17 16:06:59 main:574] : INFO : Epoch 1938 | loss: 0.031128 | val_loss: 0.0311655 | Time: 1264.21 ms [2021-01-17 16:07:01 main:574] : INFO : Epoch 1939 | loss: 0.0311279 | val_loss: 0.0311653 | Time: 1516.55 ms [2021-01-17 16:07:02 main:574] : INFO : Epoch 1940 | loss: 0.0311286 | val_loss: 0.0311663 | Time: 1264.82 ms [2021-01-17 16:07:03 main:574] : INFO : Epoch 1941 | loss: 0.03113 | val_loss: 0.0311662 | Time: 1256 ms [2021-01-17 16:07:05 main:574] : INFO : Epoch 1942 | loss: 0.031129 | val_loss: 0.0311658 | Time: 1525.31 ms [2021-01-17 16:07:06 main:574] : INFO : Epoch 1943 | loss: 0.0311289 | val_loss: 0.0311662 | Time: 1251.76 ms [2021-01-17 16:07:07 main:574] : INFO : Epoch 1944 | loss: 0.031131 | val_loss: 0.0311679 | Time: 1279.84 ms [2021-01-17 16:07:09 main:574] : INFO : Epoch 1945 | loss: 0.0311278 | val_loss: 0.0311663 | Time: 1546.22 ms [2021-01-17 16:07:10 main:574] : INFO : Epoch 1946 | loss: 0.031127 | val_loss: 0.0311663 | Time: 1253.79 ms [2021-01-17 16:07:11 main:574] : INFO : Epoch 1947 | loss: 0.0311261 | val_loss: 0.0311659 | Time: 1282.73 ms [2021-01-17 16:07:13 main:574] : INFO : Epoch 1948 | loss: 0.0311227 | val_loss: 0.0311644 | Time: 1527.7 ms [2021-01-17 16:07:14 main:574] : INFO : Epoch 1949 | loss: 0.0311233 | val_loss: 0.031168 | Time: 1248.52 ms [2021-01-17 16:07:15 main:574] : INFO : Epoch 1950 | loss: 0.031123 | val_loss: 0.0311655 | Time: 1241.38 ms [2021-01-17 16:07:17 main:574] : INFO : Epoch 1951 | loss: 0.0311222 | val_loss: 0.0311681 | Time: 1527.03 ms [2021-01-17 16:07:18 main:574] : INFO : Epoch 1952 | loss: 0.0311227 | val_loss: 0.0311629 | Time: 1253.06 ms [2021-01-17 16:07:19 main:574] : INFO : Epoch 1953 | loss: 0.0311255 | val_loss: 0.031166 | Time: 1253.02 ms [2021-01-17 16:07:21 main:574] : INFO : Epoch 1954 | loss: 0.0311247 | val_loss: 0.0311679 | Time: 1544.68 ms [2021-01-17 16:07:22 main:574] : INFO : Epoch 1955 | loss: 0.0311328 | val_loss: 0.031169 | Time: 1266.28 ms [2021-01-17 16:07:23 main:574] : INFO : Epoch 1956 | loss: 0.0311311 | val_loss: 0.0311673 | Time: 1261.15 ms [2021-01-17 16:07:25 main:574] : INFO : Epoch 1957 | loss: 0.0311299 | val_loss: 0.0311633 | Time: 1528.92 ms [2021-01-17 16:07:26 main:574] : INFO : Epoch 1958 | loss: 0.0311264 | val_loss: 0.0311619 | Time: 1260.07 ms [2021-01-17 16:07:27 main:574] : INFO : Epoch 1959 | loss: 0.031122 | val_loss: 0.0311654 | Time: 1259.76 ms [2021-01-17 16:07:29 main:574] : INFO : Epoch 1960 | loss: 0.031121 | val_loss: 0.0311623 | Time: 1550.75 ms [2021-01-17 16:07:30 main:574] : INFO : Epoch 1961 | loss: 0.0311198 | val_loss: 0.0311638 | Time: 1241.29 ms [2021-01-17 16:07:32 main:574] : INFO : Epoch 1962 | loss: 0.0311235 | val_loss: 0.0311677 | Time: 1282.59 ms [2021-01-17 16:07:33 main:574] : INFO : Epoch 1963 | loss: 0.031127 | val_loss: 0.0311685 | Time: 1547.34 ms [2021-01-17 16:07:34 main:574] : INFO : Epoch 1964 | loss: 0.0311267 | val_loss: 0.0311631 | Time: 1262.17 ms [2021-01-17 16:07:36 main:574] : INFO : Epoch 1965 | loss: 0.0311221 | val_loss: 0.0311633 | Time: 1329.55 ms [2021-01-17 16:07:37 main:574] : INFO : Epoch 1966 | loss: 0.0311212 | val_loss: 0.0311615 | Time: 1449.76 ms [2021-01-17 16:07:38 main:574] : INFO : Epoch 1967 | loss: 0.0311187 | val_loss: 0.0311652 | Time: 1242.65 ms [2021-01-17 16:07:40 main:574] : INFO : Epoch 1968 | loss: 0.0311213 | val_loss: 0.031163 | Time: 1263.92 ms [2021-01-17 16:07:41 main:574] : INFO : Epoch 1969 | loss: 0.0311195 | val_loss: 0.0311644 | Time: 1495.62 ms [2021-01-17 16:07:42 main:574] : INFO : Epoch 1970 | loss: 0.0311193 | val_loss: 0.0311649 | Time: 1267.72 ms [2021-01-17 16:07:44 main:574] : INFO : Epoch 1971 | loss: 0.0311189 | val_loss: 0.0311691 | Time: 1322.07 ms [2021-01-17 16:07:45 main:574] : INFO : Epoch 1972 | loss: 0.0311166 | val_loss: 0.0311658 | Time: 1445.13 ms [2021-01-17 16:07:46 main:574] : INFO : Epoch 1973 | loss: 0.0311221 | val_loss: 0.031167 | Time: 1252.47 ms [2021-01-17 16:07:48 main:574] : INFO : Epoch 1974 | loss: 0.0311234 | val_loss: 0.0311648 | Time: 1336.98 ms [2021-01-17 16:07:49 main:574] : INFO : Epoch 1975 | loss: 0.0311208 | val_loss: 0.0311647 | Time: 1414.98 ms [2021-01-17 16:07:51 main:574] : INFO : Epoch 1976 | loss: 0.031119 | val_loss: 0.0311637 | Time: 1257.74 ms [2021-01-17 16:07:52 main:574] : INFO : Epoch 1977 | loss: 0.0311215 | val_loss: 0.0311627 | Time: 1374.99 ms [2021-01-17 16:07:53 main:574] : INFO : Epoch 1978 | loss: 0.0311197 | val_loss: 0.0311664 | Time: 1448.39 ms [2021-01-17 16:07:55 main:574] : INFO : Epoch 1979 | loss: 0.0311162 | val_loss: 0.0311611 | Time: 1243.94 ms [2021-01-17 16:07:56 main:574] : INFO : Epoch 1980 | loss: 0.0311162 | val_loss: 0.0311679 | Time: 1361.91 ms [2021-01-17 16:07:57 main:574] : INFO : Epoch 1981 | loss: 0.0311211 | val_loss: 0.0311607 | Time: 1427.74 ms [2021-01-17 16:07:59 main:574] : INFO : Epoch 1982 | loss: 0.0311187 | val_loss: 0.0311613 | Time: 1253.79 ms [2021-01-17 16:08:00 main:574] : INFO : Epoch 1983 | loss: 0.0311174 | val_loss: 0.031162 | Time: 1352.77 ms [2021-01-17 16:08:01 main:574] : INFO : Epoch 1984 | loss: 0.0311198 | val_loss: 0.0311624 | Time: 1431.54 ms [2021-01-17 16:08:03 main:574] : INFO : Epoch 1985 | loss: 0.0311193 | val_loss: 0.0311617 | Time: 1245.03 ms [2021-01-17 16:08:04 main:574] : INFO : Epoch 1986 | loss: 0.0311159 | val_loss: 0.0311669 | Time: 1386.96 ms [2021-01-17 16:08:06 main:574] : INFO : Epoch 1987 | loss: 0.0311158 | val_loss: 0.0311654 | Time: 1409.56 ms [2021-01-17 16:08:07 main:574] : INFO : Epoch 1988 | loss: 0.031118 | val_loss: 0.0311581 | Time: 1243.43 ms [2021-01-17 16:08:08 main:574] : INFO : Epoch 1989 | loss: 0.031118 | val_loss: 0.0311624 | Time: 1389 ms [2021-01-17 16:08:10 main:574] : INFO : Epoch 1990 | loss: 0.0311199 | val_loss: 0.0311645 | Time: 1407.3 ms [2021-01-17 16:08:11 main:574] : INFO : Epoch 1991 | loss: 0.0311177 | val_loss: 0.0311603 | Time: 1262.72 ms [2021-01-17 16:08:12 main:574] : INFO : Epoch 1992 | loss: 0.0311151 | val_loss: 0.0311612 | Time: 1433.94 ms [2021-01-17 16:08:14 main:574] : INFO : Epoch 1993 | loss: 0.0311171 | val_loss: 0.0311599 | Time: 1381.81 ms [2021-01-17 16:08:15 main:574] : INFO : Epoch 1994 | loss: 0.0311156 | val_loss: 0.0311599 | Time: 1249.9 ms [2021-01-17 16:08:16 main:574] : INFO : Epoch 1995 | loss: 0.0311137 | val_loss: 0.0311603 | Time: 1439.42 ms [2021-01-17 16:08:18 main:574] : INFO : Epoch 1996 | loss: 0.0311106 | val_loss: 0.0311677 | Time: 1367.87 ms [2021-01-17 16:08:19 main:574] : INFO : Epoch 1997 | loss: 0.0311104 | val_loss: 0.0311661 | Time: 1269.39 ms [2021-01-17 16:08:21 main:574] : INFO : Epoch 1998 | loss: 0.0311151 | val_loss: 0.0311746 | Time: 1542.05 ms [2021-01-17 16:08:22 main:574] : INFO : Epoch 1999 | loss: 0.0311184 | val_loss: 0.031158 | Time: 1321.45 ms [2021-01-17 16:08:23 main:574] : INFO : Epoch 2000 | loss: 0.0311194 | val_loss: 0.0311593 | Time: 1232.44 ms [2021-01-17 16:08:25 main:574] : INFO : Epoch 2001 | loss: 0.0311135 | val_loss: 0.0311584 | Time: 1527.26 ms [2021-01-17 16:08:26 main:574] : INFO : Epoch 2002 | loss: 0.0311133 | val_loss: 0.0311611 | Time: 1299.12 ms [2021-01-17 16:08:27 main:574] : INFO : Epoch 2003 | loss: 0.0311172 | val_loss: 0.0311601 | Time: 1249.53 ms [2021-01-17 16:08:29 main:574] : INFO : Epoch 2004 | loss: 0.0311176 | val_loss: 0.0311581 | Time: 1547.63 ms [2021-01-17 16:08:30 main:574] : INFO : Epoch 2005 | loss: 0.0311135 | val_loss: 0.0311738 | Time: 1252.26 ms [2021-01-17 16:08:31 main:574] : INFO : Epoch 2006 | loss: 0.031115 | val_loss: 0.0311644 | Time: 1250.98 ms [2021-01-17 16:08:33 main:574] : INFO : Epoch 2007 | loss: 0.0311115 | val_loss: 0.0311606 | Time: 1573.84 ms [2021-01-17 16:08:34 main:574] : INFO : Epoch 2008 | loss: 0.0311103 | val_loss: 0.0311642 | Time: 1247.39 ms [2021-01-17 16:08:35 main:574] : INFO : Epoch 2009 | loss: 0.0311121 | val_loss: 0.0311635 | Time: 1271.94 ms [2021-01-17 16:08:37 main:574] : INFO : Epoch 2010 | loss: 0.0311132 | val_loss: 0.0311587 | Time: 1579.72 ms [2021-01-17 16:08:38 main:574] : INFO : Epoch 2011 | loss: 0.0311126 | val_loss: 0.0311663 | Time: 1245.31 ms [2021-01-17 16:08:39 main:574] : INFO : Epoch 2012 | loss: 0.0311154 | val_loss: 0.031166 | Time: 1248 ms [2021-01-17 16:08:41 main:574] : INFO : Epoch 2013 | loss: 0.0311126 | val_loss: 0.0311632 | Time: 1528.2 ms [2021-01-17 16:08:42 main:574] : INFO : Epoch 2014 | loss: 0.0311365 | val_loss: 0.0311628 | Time: 1254.18 ms [2021-01-17 16:08:44 main:574] : INFO : Epoch 2015 | loss: 0.0311289 | val_loss: 0.0311517 | Time: 1254.74 ms [2021-01-17 16:08:45 main:574] : INFO : Epoch 2016 | loss: 0.031123 | val_loss: 0.0311543 | Time: 1539.62 ms [2021-01-17 16:08:46 main:574] : INFO : Epoch 2017 | loss: 0.0311184 | val_loss: 0.0311576 | Time: 1255.3 ms [2021-01-17 16:08:48 main:574] : INFO : Epoch 2018 | loss: 0.0311152 | val_loss: 0.0311548 | Time: 1248.39 ms [2021-01-17 16:08:49 main:574] : INFO : Epoch 2019 | loss: 0.0311103 | val_loss: 0.0311578 | Time: 1555.09 ms [2021-01-17 16:08:50 main:574] : INFO : Epoch 2020 | loss: 0.0311093 | val_loss: 0.0311604 | Time: 1261.66 ms [2021-01-17 16:08:52 main:574] : INFO : Epoch 2021 | loss: 0.0311078 | val_loss: 0.0311547 | Time: 1246.25 ms [2021-01-17 16:08:53 main:574] : INFO : Epoch 2022 | loss: 0.0311082 | val_loss: 0.0311655 | Time: 1501.7 ms [2021-01-17 16:08:55 main:574] : INFO : Epoch 2023 | loss: 0.0311083 | val_loss: 0.0311623 | Time: 1437.19 ms [2021-01-17 16:08:56 main:574] : INFO : Epoch 2024 | loss: 0.0311085 | val_loss: 0.0311541 | Time: 1683.64 ms [2021-01-17 16:08:58 main:574] : INFO : Epoch 2025 | loss: 0.0311071 | val_loss: 0.0311606 | Time: 1396.44 ms [2021-01-17 16:08:59 main:574] : INFO : Epoch 2026 | loss: 0.0311066 | val_loss: 0.0311561 | Time: 1246.44 ms [2021-01-17 16:09:00 main:574] : INFO : Epoch 2027 | loss: 0.0311081 | val_loss: 0.031158 | Time: 1407.91 ms [2021-01-17 16:09:02 main:574] : INFO : Epoch 2028 | loss: 0.0311062 | val_loss: 0.031159 | Time: 1452.84 ms [2021-01-17 16:09:03 main:574] : INFO : Epoch 2029 | loss: 0.031104 | val_loss: 0.0311537 | Time: 1248.61 ms [2021-01-17 16:09:04 main:574] : INFO : Epoch 2030 | loss: 0.0311084 | val_loss: 0.031165 | Time: 1384.31 ms [2021-01-17 16:09:06 main:574] : INFO : Epoch 2031 | loss: 0.0311085 | val_loss: 0.031158 | Time: 1381.72 ms [2021-01-17 16:09:07 main:574] : INFO : Epoch 2032 | loss: 0.0311048 | val_loss: 0.0311609 | Time: 1276.32 ms [2021-01-17 16:09:09 main:574] : INFO : Epoch 2033 | loss: 0.031106 | val_loss: 0.0311508 | Time: 1460.29 ms [2021-01-17 16:09:10 main:574] : INFO : Epoch 2034 | loss: 0.0311055 | val_loss: 0.0311632 | Time: 1332.54 ms [2021-01-17 16:09:11 main:574] : INFO : Epoch 2035 | loss: 0.0311007 | val_loss: 0.0311557 | Time: 1256.85 ms [2021-01-17 16:09:13 main:574] : INFO : Epoch 2036 | loss: 0.0311052 | val_loss: 0.031167 | Time: 1439.12 ms [2021-01-17 16:09:14 main:574] : INFO : Epoch 2037 | loss: 0.0311057 | val_loss: 0.0311548 | Time: 1372.49 ms [2021-01-17 16:09:15 main:574] : INFO : Epoch 2038 | loss: 0.031107 | val_loss: 0.0311599 | Time: 1261.16 ms [2021-01-17 16:09:17 main:574] : INFO : Epoch 2039 | loss: 0.0311091 | val_loss: 0.0311532 | Time: 1393.03 ms [2021-01-17 16:09:18 main:574] : INFO : Epoch 2040 | loss: 0.0311124 | val_loss: 0.0311586 | Time: 1318.41 ms [2021-01-17 16:09:19 main:574] : INFO : Epoch 2041 | loss: 0.0311084 | val_loss: 0.0311529 | Time: 1303.74 ms [2021-01-17 16:09:21 main:574] : INFO : Epoch 2042 | loss: 0.0311035 | val_loss: 0.0311585 | Time: 1480.17 ms [2021-01-17 16:09:22 main:574] : INFO : Epoch 2043 | loss: 0.031101 | val_loss: 0.031159 | Time: 1315.68 ms [2021-01-17 16:09:23 main:574] : INFO : Epoch 2044 | loss: 0.031104 | val_loss: 0.0311526 | Time: 1250.84 ms [2021-01-17 16:09:25 main:574] : INFO : Epoch 2045 | loss: 0.0311077 | val_loss: 0.0311541 | Time: 1477.41 ms [2021-01-17 16:09:26 main:574] : INFO : Epoch 2046 | loss: 0.0311007 | val_loss: 0.0311562 | Time: 1311.31 ms [2021-01-17 16:09:27 main:574] : INFO : Epoch 2047 | loss: 0.0310964 | val_loss: 0.0311558 | Time: 1261.4 ms [2021-01-17 16:09:29 main:574] : INFO : Epoch 2048 | loss: 0.0310975 | val_loss: 0.031156 | Time: 1442.76 ms [2021-01-17 16:09:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031156 [2021-01-17 16:09:29 main:603] : INFO : Saving end state to config to file [2021-01-17 16:09:29 main:608] : INFO : Success, exiting.. 16:09:29 (27188): 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)