Task 3362466
| Name | ParityModified-1608176531-21714-1_0 |
| Workunit | 1622366 |
| Created | 20 Dec 2020, 1:39:10 UTC |
| Sent | 21 Dec 2020, 4:02:13 UTC |
| Report deadline | 28 Dec 2020, 4:02:13 UTC |
| Received | 21 Dec 2020, 15:42:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 48 min 57 sec |
| CPU time | 48 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1538 | loss: 0.0311549 | val_loss: 0.03117 | Time: 1395.12 ms [2020-12-21 09:29:26 main:581] : INFO : Epoch 1539 | loss: 0.0311539 | val_loss: 0.0311678 | Time: 1395.38 ms [2020-12-21 09:29:27 main:581] : INFO : Epoch 1540 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 1394.94 ms [2020-12-21 09:29:29 main:581] : INFO : Epoch 1541 | loss: 0.031157 | val_loss: 0.0311733 | Time: 1396.02 ms [2020-12-21 09:29:30 main:581] : INFO : Epoch 1542 | loss: 0.0311584 | val_loss: 0.0311758 | Time: 1395.07 ms [2020-12-21 09:29:32 main:581] : INFO : Epoch 1543 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 1394.69 ms [2020-12-21 09:29:33 main:581] : INFO : Epoch 1544 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 1396.12 ms [2020-12-21 09:29:34 main:581] : INFO : Epoch 1545 | loss: 0.0311551 | val_loss: 0.0311666 | Time: 1397.44 ms [2020-12-21 09:29:36 main:581] : INFO : Epoch 1546 | loss: 0.0311545 | val_loss: 0.0311686 | Time: 1405.12 ms [2020-12-21 09:29:37 main:581] : INFO : Epoch 1547 | loss: 0.0311556 | val_loss: 0.0311684 | Time: 1394.67 ms [2020-12-21 09:29:39 main:581] : INFO : Epoch 1548 | loss: 0.0311573 | val_loss: 0.0311689 | Time: 1392.59 ms [2020-12-21 09:29:40 main:581] : INFO : Epoch 1549 | loss: 0.0311561 | val_loss: 0.0311685 | Time: 1391.26 ms [2020-12-21 09:29:41 main:581] : INFO : Epoch 1550 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 1393.42 ms [2020-12-21 09:29:43 main:581] : INFO : Epoch 1551 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 1391.08 ms [2020-12-21 09:29:44 main:581] : INFO : Epoch 1552 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 1390.89 ms [2020-12-21 09:29:46 main:581] : INFO : Epoch 1553 | loss: 0.0311527 | val_loss: 0.0311666 | Time: 1392.47 ms [2020-12-21 09:29:47 main:581] : INFO : Epoch 1554 | loss: 0.0311546 | val_loss: 0.031169 | Time: 1388.85 ms [2020-12-21 09:29:48 main:581] : INFO : Epoch 1555 | loss: 0.0311541 | val_loss: 0.0311673 | Time: 1393.13 ms [2020-12-21 09:29:50 main:581] : INFO : Epoch 1556 | loss: 0.0311577 | val_loss: 0.0311796 | Time: 1398.79 ms [2020-12-21 09:29:51 main:581] : INFO : Epoch 1557 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 1399.11 ms [2020-12-21 09:29:53 main:581] : INFO : Epoch 1558 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 1396.33 ms [2020-12-21 09:29:54 main:581] : INFO : Epoch 1559 | loss: 0.0311551 | val_loss: 0.0311701 | Time: 1397.84 ms [2020-12-21 09:29:55 main:581] : INFO : Epoch 1560 | loss: 0.0311537 | val_loss: 0.0311677 | Time: 1398.19 ms [2020-12-21 09:29:57 main:581] : INFO : Epoch 1561 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 1391.97 ms [2020-12-21 09:29:58 main:581] : INFO : Epoch 1562 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 1393.78 ms [2020-12-21 09:30:00 main:581] : INFO : Epoch 1563 | loss: 0.0311606 | val_loss: 0.0311638 | Time: 1392.55 ms [2020-12-21 09:30:01 main:581] : INFO : Epoch 1564 | loss: 0.0311577 | val_loss: 0.0311688 | Time: 1395.93 ms [2020-12-21 09:30:02 main:581] : INFO : Epoch 1565 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 1397.51 ms [2020-12-21 09:30:04 main:581] : INFO : Epoch 1566 | loss: 0.0311577 | val_loss: 0.031165 | Time: 1398.73 ms [2020-12-21 09:30:05 main:581] : INFO : Epoch 1567 | loss: 0.0311547 | val_loss: 0.0311628 | Time: 1389.97 ms [2020-12-21 09:30:06 main:581] : INFO : Epoch 1568 | loss: 0.0311521 | val_loss: 0.0311614 | Time: 1391.01 ms [2020-12-21 09:30:08 main:581] : INFO : Epoch 1569 | loss: 0.0311542 | val_loss: 0.0311715 | Time: 1392.45 ms [2020-12-21 09:30:09 main:581] : INFO : Epoch 1570 | loss: 0.0311537 | val_loss: 0.0311623 | Time: 1392.89 ms [2020-12-21 09:30:11 main:581] : INFO : Epoch 1571 | loss: 0.0311537 | val_loss: 0.0311658 | Time: 1402.72 ms [2020-12-21 09:30:12 main:581] : INFO : Epoch 1572 | loss: 0.0311553 | val_loss: 0.0311667 | Time: 1397.73 ms [2020-12-21 09:30:13 main:581] : INFO : Epoch 1573 | loss: 0.0311541 | val_loss: 0.0311684 | Time: 1392.96 ms [2020-12-21 09:30:15 main:581] : INFO : Epoch 1574 | loss: 0.0311537 | val_loss: 0.031183 | Time: 1393.3 ms [2020-12-21 09:30:16 main:581] : INFO : Epoch 1575 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 1390.84 ms [2020-12-21 09:30:18 main:581] : INFO : Epoch 1576 | loss: 0.0311504 | val_loss: 0.0311662 | Time: 1396.05 ms [2020-12-21 09:30:19 main:581] : INFO : Epoch 1577 | loss: 0.0311514 | val_loss: 0.0311653 | Time: 1391.72 ms [2020-12-21 09:30:20 main:581] : INFO : Epoch 1578 | loss: 0.0311525 | val_loss: 0.0311663 | Time: 1391.86 ms [2020-12-21 09:30:22 main:581] : INFO : Epoch 1579 | loss: 0.0311529 | val_loss: 0.0311719 | Time: 1394.34 ms [2020-12-21 09:30:23 main:581] : INFO : Epoch 1580 | loss: 0.0311528 | val_loss: 0.031163 | Time: 1393.7 ms [2020-12-21 09:30:25 main:581] : INFO : Epoch 1581 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 1398.44 ms [2020-12-21 09:30:26 main:581] : INFO : Epoch 1582 | loss: 0.0311497 | val_loss: 0.0311626 | Time: 1396.62 ms [2020-12-21 09:30:27 main:581] : INFO : Epoch 1583 | loss: 0.0311497 | val_loss: 0.0311636 | Time: 1397 ms [2020-12-21 09:30:29 main:581] : INFO : Epoch 1584 | loss: 0.031153 | val_loss: 0.031164 | Time: 1394.11 ms [2020-12-21 09:30:30 main:581] : INFO : Epoch 1585 | loss: 0.0311539 | val_loss: 0.0311662 | Time: 1393.41 ms [2020-12-21 09:30:32 main:581] : INFO : Epoch 1586 | loss: 0.0311534 | val_loss: 0.0311633 | Time: 1386.51 ms [2020-12-21 09:30:33 main:581] : INFO : Epoch 1587 | loss: 0.0311531 | val_loss: 0.0311665 | Time: 1394.62 ms [2020-12-21 09:30:34 main:581] : INFO : Epoch 1588 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 1391.65 ms [2020-12-21 09:30:36 main:581] : INFO : Epoch 1589 | loss: 0.0311512 | val_loss: 0.0311638 | Time: 1391.63 ms [2020-12-21 09:30:37 main:581] : INFO : Epoch 1590 | loss: 0.0311517 | val_loss: 0.0311717 | Time: 1388.01 ms [2020-12-21 09:30:39 main:581] : INFO : Epoch 1591 | loss: 0.0311523 | val_loss: 0.0311639 | Time: 1392.7 ms [2020-12-21 09:30:40 main:581] : INFO : Epoch 1592 | loss: 0.0311523 | val_loss: 0.0311678 | Time: 1396.35 ms [2020-12-21 09:30:41 main:581] : INFO : Epoch 1593 | loss: 0.0311501 | val_loss: 0.0311628 | Time: 1391.25 ms [2020-12-21 09:30:43 main:581] : INFO : Epoch 1594 | loss: 0.031152 | val_loss: 0.0311621 | Time: 1389.46 ms [2020-12-21 09:30:44 main:581] : INFO : Epoch 1595 | loss: 0.0311488 | val_loss: 0.0311651 | Time: 1395.71 ms [2020-12-21 09:30:46 main:581] : INFO : Epoch 1596 | loss: 0.0311481 | val_loss: 0.0311615 | Time: 1395.04 ms [2020-12-21 09:30:47 main:581] : INFO : Epoch 1597 | loss: 0.0311493 | val_loss: 0.0311651 | Time: 1391.44 ms [2020-12-21 09:30:48 main:581] : INFO : Epoch 1598 | loss: 0.0311493 | val_loss: 0.0311647 | Time: 1389.08 ms [2020-12-21 09:30:50 main:581] : INFO : Epoch 1599 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 1387.08 ms [2020-12-21 09:30:51 main:581] : INFO : Epoch 1600 | loss: 0.0311496 | val_loss: 0.0311655 | Time: 1403.37 ms [2020-12-21 09:30:52 main:581] : INFO : Epoch 1601 | loss: 0.0311495 | val_loss: 0.0311668 | Time: 1404.71 ms [2020-12-21 09:30:54 main:581] : INFO : Epoch 1602 | loss: 0.0311476 | val_loss: 0.0311645 | Time: 1399.44 ms [2020-12-21 09:30:55 main:581] : INFO : Epoch 1603 | loss: 0.0311494 | val_loss: 0.0311677 | Time: 1392.7 ms [2020-12-21 09:30:57 main:581] : INFO : Epoch 1604 | loss: 0.0311502 | val_loss: 0.0311645 | Time: 1414.93 ms [2020-12-21 09:30:58 main:581] : INFO : Epoch 1605 | loss: 0.0311513 | val_loss: 0.0311661 | Time: 1390.77 ms [2020-12-21 09:30:59 main:581] : INFO : Epoch 1606 | loss: 0.0311516 | val_loss: 0.0311693 | Time: 1388.05 ms [2020-12-21 09:31:01 main:581] : INFO : Epoch 1607 | loss: 0.0311504 | val_loss: 0.0311652 | Time: 1398.99 ms [2020-12-21 09:31:02 main:581] : INFO : Epoch 1608 | loss: 0.031148 | val_loss: 0.031167 | Time: 1395.73 ms [2020-12-21 09:31:04 main:581] : INFO : Epoch 1609 | loss: 0.0311489 | val_loss: 0.0311632 | Time: 1396.01 ms [2020-12-21 09:31:05 main:581] : INFO : Epoch 1610 | loss: 0.0311481 | val_loss: 0.031163 | Time: 1393.72 ms [2020-12-21 09:31:06 main:581] : INFO : Epoch 1611 | loss: 0.0311484 | val_loss: 0.0311622 | Time: 1385.29 ms [2020-12-21 09:31:08 main:581] : INFO : Epoch 1612 | loss: 0.0311506 | val_loss: 0.0311612 | Time: 1397.19 ms [2020-12-21 09:31:09 main:581] : INFO : Epoch 1613 | loss: 0.0311509 | val_loss: 0.0311652 | Time: 1399.64 ms [2020-12-21 09:31:11 main:581] : INFO : Epoch 1614 | loss: 0.0311488 | val_loss: 0.0311648 | Time: 1400.5 ms [2020-12-21 09:31:12 main:581] : INFO : Epoch 1615 | loss: 0.0311482 | val_loss: 0.031177 | Time: 1399.46 ms [2020-12-21 09:31:13 main:581] : INFO : Epoch 1616 | loss: 0.0311507 | val_loss: 0.0311678 | Time: 1394.29 ms [2020-12-21 09:31:15 main:581] : INFO : Epoch 1617 | loss: 0.0311508 | val_loss: 0.0311635 | Time: 1401.52 ms [2020-12-21 09:31:16 main:581] : INFO : Epoch 1618 | loss: 0.0311537 | val_loss: 0.0311655 | Time: 1394.99 ms [2020-12-21 09:31:18 main:581] : INFO : Epoch 1619 | loss: 0.0311509 | val_loss: 0.0311616 | Time: 1391.13 ms [2020-12-21 09:31:19 main:581] : INFO : Epoch 1620 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 1398.27 ms [2020-12-21 09:31:20 main:581] : INFO : Epoch 1621 | loss: 0.0311516 | val_loss: 0.0311617 | Time: 1402.48 ms [2020-12-21 09:31:22 main:581] : INFO : Epoch 1622 | loss: 0.0311501 | val_loss: 0.0311607 | Time: 1386.08 ms [2020-12-21 09:31:23 main:581] : INFO : Epoch 1623 | loss: 0.0311498 | val_loss: 0.0311594 | Time: 1388.04 ms [2020-12-21 09:31:25 main:581] : INFO : Epoch 1624 | loss: 0.0311492 | val_loss: 0.0311623 | Time: 1386.46 ms [2020-12-21 09:31:26 main:581] : INFO : Epoch 1625 | loss: 0.0311487 | val_loss: 0.0311633 | Time: 1387.42 ms [2020-12-21 09:31:27 main:581] : INFO : Epoch 1626 | loss: 0.0311485 | val_loss: 0.0311631 | Time: 1387.61 ms [2020-12-21 09:31:29 main:581] : INFO : Epoch 1627 | loss: 0.0311472 | val_loss: 0.0311636 | Time: 1398.38 ms [2020-12-21 09:31:30 main:581] : INFO : Epoch 1628 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 1390.69 ms [2020-12-21 09:31:32 main:581] : INFO : Epoch 1629 | loss: 0.0311515 | val_loss: 0.0311643 | Time: 1411.66 ms [2020-12-21 09:31:33 main:581] : INFO : Epoch 1630 | loss: 0.0311519 | val_loss: 0.0311698 | Time: 1388.78 ms [2020-12-21 09:31:34 main:581] : INFO : Epoch 1631 | loss: 0.0311533 | val_loss: 0.0311647 | Time: 1383.31 ms [2020-12-21 09:31:36 main:581] : INFO : Epoch 1632 | loss: 0.0311471 | val_loss: 0.0311688 | Time: 1396.99 ms [2020-12-21 09:31:37 main:581] : INFO : Epoch 1633 | loss: 0.0311478 | val_loss: 0.0311652 | Time: 1387.12 ms [2020-12-21 09:31:39 main:581] : INFO : Epoch 1634 | loss: 0.0311492 | val_loss: 0.0311611 | Time: 1385.96 ms [2020-12-21 09:31:40 main:581] : INFO : Epoch 1635 | loss: 0.0311493 | val_loss: 0.0311645 | Time: 1388.08 ms [2020-12-21 09:31:41 main:581] : INFO : Epoch 1636 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 1383.97 ms [2020-12-21 09:31:43 main:581] : INFO : Epoch 1637 | loss: 0.0311485 | val_loss: 0.031167 | Time: 1365.63 ms [2020-12-21 09:31:44 main:581] : INFO : Epoch 1638 | loss: 0.031146 | val_loss: 0.0311614 | Time: 1475.17 ms [2020-12-21 09:31:46 main:581] : INFO : Epoch 1639 | loss: 0.0311478 | val_loss: 0.031165 | Time: 1440.5 ms [2020-12-21 09:31:47 main:581] : INFO : Epoch 1640 | loss: 0.0311481 | val_loss: 0.0311614 | Time: 1386.58 ms [2020-12-21 09:31:48 main:581] : INFO : Epoch 1641 | loss: 0.0311452 | val_loss: 0.0311623 | Time: 1407.11 ms [2020-12-21 09:31:50 main:581] : INFO : Epoch 1642 | loss: 0.0311467 | val_loss: 0.0311685 | Time: 1379.06 ms [2020-12-21 09:31:51 main:581] : INFO : Epoch 1643 | loss: 0.0311464 | val_loss: 0.0311627 | Time: 1430.16 ms [2020-12-21 09:31:53 main:581] : INFO : Epoch 1644 | loss: 0.0311474 | val_loss: 0.0311633 | Time: 1426.43 ms [2020-12-21 09:31:54 main:581] : INFO : Epoch 1645 | loss: 0.0311487 | val_loss: 0.0311609 | Time: 1438.75 ms [2020-12-21 09:31:55 main:581] : INFO : Epoch 1646 | loss: 0.0311479 | val_loss: 0.0311649 | Time: 1409.38 ms [2020-12-21 09:31:57 main:581] : INFO : Epoch 1647 | loss: 0.0311507 | val_loss: 0.0311612 | Time: 1415.64 ms [2020-12-21 09:31:58 main:581] : INFO : Epoch 1648 | loss: 0.0311492 | val_loss: 0.031162 | Time: 1443.71 ms [2020-12-21 09:32:00 main:581] : INFO : Epoch 1649 | loss: 0.0311499 | val_loss: 0.0311606 | Time: 1404.41 ms [2020-12-21 09:32:01 main:581] : INFO : Epoch 1650 | loss: 0.0311478 | val_loss: 0.0311614 | Time: 1412.9 ms [2020-12-21 09:32:03 main:581] : INFO : Epoch 1651 | loss: 0.0311473 | val_loss: 0.0311622 | Time: 1417.1 ms [2020-12-21 09:32:04 main:581] : INFO : Epoch 1652 | loss: 0.0311479 | val_loss: 0.0311682 | Time: 1407.15 ms [2020-12-21 09:32:05 main:581] : INFO : Epoch 1653 | loss: 0.0311479 | val_loss: 0.0311601 | Time: 1420.74 ms [2020-12-21 09:32:07 main:581] : INFO : Epoch 1654 | loss: 0.0311459 | val_loss: 0.031159 | Time: 1427.98 ms [2020-12-21 09:32:08 main:581] : INFO : Epoch 1655 | loss: 0.0311499 | val_loss: 0.0311613 | Time: 1427.26 ms [2020-12-21 09:32:10 main:581] : INFO : Epoch 1656 | loss: 0.0311527 | val_loss: 0.0311655 | Time: 1413.66 ms [2020-12-21 09:32:11 main:581] : INFO : Epoch 1657 | loss: 0.0311473 | val_loss: 0.0311658 | Time: 1418.93 ms [2020-12-21 09:32:12 main:581] : INFO : Epoch 1658 | loss: 0.0311477 | val_loss: 0.0311689 | Time: 1427.69 ms [2020-12-21 09:32:14 main:581] : INFO : Epoch 1659 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 1407.93 ms [2020-12-21 09:32:15 main:581] : INFO : Epoch 1660 | loss: 0.0311561 | val_loss: 0.0311638 | Time: 1415.87 ms [2020-12-21 09:32:17 main:581] : INFO : Epoch 1661 | loss: 0.0311491 | val_loss: 0.031163 | Time: 1432.98 ms [2020-12-21 09:32:18 main:581] : INFO : Epoch 1662 | loss: 0.0311479 | val_loss: 0.0311635 | Time: 1423.59 ms [2020-12-21 09:32:20 main:581] : INFO : Epoch 1663 | loss: 0.0311472 | val_loss: 0.0311626 | Time: 1413.02 ms [2020-12-21 09:32:21 main:581] : INFO : Epoch 1664 | loss: 0.0311453 | val_loss: 0.0311614 | Time: 1414.57 ms [2020-12-21 09:32:22 main:581] : INFO : Epoch 1665 | loss: 0.0311446 | val_loss: 0.0311616 | Time: 1425.55 ms [2020-12-21 09:32:24 main:581] : INFO : Epoch 1666 | loss: 0.0311446 | val_loss: 0.0311628 | Time: 1426.46 ms [2020-12-21 09:32:25 main:581] : INFO : Epoch 1667 | loss: 0.0311431 | val_loss: 0.0311604 | Time: 1426.2 ms [2020-12-21 09:32:27 main:581] : INFO : Epoch 1668 | loss: 0.0311434 | val_loss: 0.0311649 | Time: 1427.71 ms [2020-12-21 09:32:28 main:581] : INFO : Epoch 1669 | loss: 0.0311432 | val_loss: 0.0311662 | Time: 1435.62 ms [2020-12-21 09:32:30 main:581] : INFO : Epoch 1670 | loss: 0.0311436 | val_loss: 0.0311649 | Time: 1445.04 ms [2020-12-21 09:32:31 main:581] : INFO : Epoch 1671 | loss: 0.0311429 | val_loss: 0.0311604 | Time: 1457.97 ms [2020-12-21 09:32:32 main:581] : INFO : Epoch 1672 | loss: 0.0311432 | val_loss: 0.0311673 | Time: 1448.07 ms [2020-12-21 09:32:34 main:581] : INFO : Epoch 1673 | loss: 0.0311449 | val_loss: 0.0311626 | Time: 1447.17 ms [2020-12-21 09:32:35 main:581] : INFO : Epoch 1674 | loss: 0.0311436 | val_loss: 0.0311661 | Time: 1425.89 ms [2020-12-21 09:32:37 main:581] : INFO : Epoch 1675 | loss: 0.0311465 | val_loss: 0.0311622 | Time: 1428.28 ms [2020-12-21 09:32:38 main:581] : INFO : Epoch 1676 | loss: 0.0311441 | val_loss: 0.0311592 | Time: 1454.46 ms [2020-12-21 09:32:40 main:581] : INFO : Epoch 1677 | loss: 0.0311444 | val_loss: 0.0311651 | Time: 1471.75 ms [2020-12-21 09:32:41 main:581] : INFO : Epoch 1678 | loss: 0.0311452 | val_loss: 0.0311705 | Time: 1462.9 ms [2020-12-21 09:32:43 main:581] : INFO : Epoch 1679 | loss: 0.0311472 | val_loss: 0.0311633 | Time: 1426.91 ms [2020-12-21 09:32:44 main:581] : INFO : Epoch 1680 | loss: 0.0311431 | val_loss: 0.0311617 | Time: 1411.21 ms [2020-12-21 09:32:45 main:581] : INFO : Epoch 1681 | loss: 0.0311435 | val_loss: 0.0311644 | Time: 1414.84 ms [2020-12-21 09:32:47 main:581] : INFO : Epoch 1682 | loss: 0.0311438 | val_loss: 0.0311613 | Time: 1423.68 ms [2020-12-21 09:32:48 main:581] : INFO : Epoch 1683 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 1424.61 ms [2020-12-21 09:32:50 main:581] : INFO : Epoch 1684 | loss: 0.0311426 | val_loss: 0.0311647 | Time: 1406.17 ms [2020-12-21 09:32:51 main:581] : INFO : Epoch 1685 | loss: 0.0311444 | val_loss: 0.0311628 | Time: 1424.78 ms [2020-12-21 09:32:53 main:581] : INFO : Epoch 1686 | loss: 0.031146 | val_loss: 0.0311641 | Time: 1412.96 ms [2020-12-21 09:32:54 main:581] : INFO : Epoch 1687 | loss: 0.0311451 | val_loss: 0.0311603 | Time: 1428.36 ms [2020-12-21 09:32:55 main:581] : INFO : Epoch 1688 | loss: 0.0311439 | val_loss: 0.0311615 | Time: 1400.2 ms [2020-12-21 09:32:57 main:581] : INFO : Epoch 1689 | loss: 0.0311438 | val_loss: 0.0311675 | Time: 1434.3 ms [2020-12-21 09:32:58 main:581] : INFO : Epoch 1690 | loss: 0.0311402 | val_loss: 0.0311601 | Time: 1422.27 ms [2020-12-21 09:33:00 main:581] : INFO : Epoch 1691 | loss: 0.0311444 | val_loss: 0.0311623 | Time: 1422.63 ms [2020-12-21 09:33:01 main:581] : INFO : Epoch 1692 | loss: 0.0311418 | val_loss: 0.0311669 | Time: 1395.87 ms [2020-12-21 09:33:02 main:581] : INFO : Epoch 1693 | loss: 0.0311419 | val_loss: 0.031164 | Time: 1426.06 ms [2020-12-21 09:33:04 main:581] : INFO : Epoch 1694 | loss: 0.0311429 | val_loss: 0.0311631 | Time: 1411.96 ms [2020-12-21 09:33:05 main:581] : INFO : Epoch 1695 | loss: 0.0311434 | val_loss: 0.0311692 | Time: 1407.7 ms [2020-12-21 09:33:07 main:581] : INFO : Epoch 1696 | loss: 0.0311429 | val_loss: 0.0311629 | Time: 1436.61 ms [2020-12-21 09:33:08 main:581] : INFO : Epoch 1697 | loss: 0.0311418 | val_loss: 0.0311666 | Time: 1403.73 ms [2020-12-21 09:33:10 main:581] : INFO : Epoch 1698 | loss: 0.0311457 | val_loss: 0.0311643 | Time: 1409.57 ms [2020-12-21 09:33:11 main:581] : INFO : Epoch 1699 | loss: 0.03114 | val_loss: 0.0311655 | Time: 1430.24 ms [2020-12-21 09:33:12 main:581] : INFO : Epoch 1700 | loss: 0.0311429 | val_loss: 0.0311631 | Time: 1460.68 ms [2020-12-21 09:33:14 main:581] : INFO : Epoch 1701 | loss: 0.0311456 | val_loss: 0.0311645 | Time: 1422.33 ms [2020-12-21 09:33:15 main:581] : INFO : Epoch 1702 | loss: 0.0311474 | val_loss: 0.0311679 | Time: 1413.45 ms [2020-12-21 09:33:17 main:581] : INFO : Epoch 1703 | loss: 0.0311432 | val_loss: 0.0311637 | Time: 1420.97 ms [2020-12-21 09:33:18 main:581] : INFO : Epoch 1704 | loss: 0.0311413 | val_loss: 0.0311654 | Time: 1424.86 ms [2020-12-21 09:33:20 main:581] : INFO : Epoch 1705 | loss: 0.0311413 | val_loss: 0.031161 | Time: 1413.33 ms [2020-12-21 09:33:21 main:581] : INFO : Epoch 1706 | loss: 0.0311405 | val_loss: 0.0311701 | Time: 1422.05 ms [2020-12-21 09:33:22 main:581] : INFO : Epoch 1707 | loss: 0.0311404 | val_loss: 0.0311649 | Time: 1424.03 ms [2020-12-21 09:33:24 main:581] : INFO : Epoch 1708 | loss: 0.0311427 | val_loss: 0.0311678 | Time: 1419.28 ms [2020-12-21 09:33:25 main:581] : INFO : Epoch 1709 | loss: 0.031143 | val_loss: 0.031163 | Time: 1404.35 ms [2020-12-21 09:33:27 main:581] : INFO : Epoch 1710 | loss: 0.0311419 | val_loss: 0.0311647 | Time: 1425.36 ms [2020-12-21 09:33:28 main:581] : INFO : Epoch 1711 | loss: 0.0311409 | val_loss: 0.0311629 | Time: 1425.91 ms [2020-12-21 09:33:29 main:581] : INFO : Epoch 1712 | loss: 0.0311431 | val_loss: 0.0311666 | Time: 1390.59 ms [2020-12-21 09:33:31 main:581] : INFO : Epoch 1713 | loss: 0.0311413 | val_loss: 0.0311635 | Time: 1421.31 ms [2020-12-21 09:33:32 main:581] : INFO : Epoch 1714 | loss: 0.0311438 | val_loss: 0.0311665 | Time: 1423.44 ms [2020-12-21 09:33:34 main:581] : INFO : Epoch 1715 | loss: 0.031145 | val_loss: 0.0311663 | Time: 1418.76 ms [2020-12-21 09:33:35 main:581] : INFO : Epoch 1716 | loss: 0.0311416 | val_loss: 0.0311703 | Time: 1415.24 ms [2020-12-21 09:33:37 main:581] : INFO : Epoch 1717 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 1425.34 ms [2020-12-21 09:33:38 main:581] : INFO : Epoch 1718 | loss: 0.0311402 | val_loss: 0.0311606 | Time: 1414.61 ms [2020-12-21 09:33:39 main:581] : INFO : Epoch 1719 | loss: 0.0311407 | val_loss: 0.031162 | Time: 1413.1 ms [2020-12-21 09:33:41 main:581] : INFO : Epoch 1720 | loss: 0.0311412 | val_loss: 0.0311605 | Time: 1424.03 ms [2020-12-21 09:33:42 main:581] : INFO : Epoch 1721 | loss: 0.0311403 | val_loss: 0.0311638 | Time: 1426.24 ms [2020-12-21 09:33:44 main:581] : INFO : Epoch 1722 | loss: 0.0311411 | val_loss: 0.0311622 | Time: 1416.11 ms [2020-12-21 09:33:45 main:581] : INFO : Epoch 1723 | loss: 0.0311418 | val_loss: 0.0311624 | Time: 1433.79 ms [2020-12-21 09:33:46 main:581] : INFO : Epoch 1724 | loss: 0.0311398 | val_loss: 0.0311642 | Time: 1442.39 ms [2020-12-21 09:33:48 main:581] : INFO : Epoch 1725 | loss: 0.0311422 | val_loss: 0.0311641 | Time: 1410.38 ms [2020-12-21 09:33:49 main:581] : INFO : Epoch 1726 | loss: 0.0311392 | val_loss: 0.0311638 | Time: 1434.29 ms [2020-12-21 09:33:51 main:581] : INFO : Epoch 1727 | loss: 0.0311381 | val_loss: 0.0311679 | Time: 1465.46 ms [2020-12-21 09:33:52 main:581] : INFO : Epoch 1728 | loss: 0.0311381 | val_loss: 0.0311681 | Time: 1442.9 ms [2020-12-21 09:33:54 main:581] : INFO : Epoch 1729 | loss: 0.0311373 | val_loss: 0.0311622 | Time: 1457.9 ms [2020-12-21 09:33:55 main:581] : INFO : Epoch 1730 | loss: 0.0311389 | val_loss: 0.0311631 | Time: 1459.13 ms [2020-12-21 09:33:57 main:581] : INFO : Epoch 1731 | loss: 0.0311403 | val_loss: 0.031166 | Time: 1447.71 ms [2020-12-21 09:33:58 main:581] : INFO : Epoch 1732 | loss: 0.0311387 | val_loss: 0.0311665 | Time: 1467.96 ms [2020-12-21 09:34:00 main:581] : INFO : Epoch 1733 | loss: 0.03114 | val_loss: 0.0311707 | Time: 1449.64 ms [2020-12-21 09:34:01 main:581] : INFO : Epoch 1734 | loss: 0.0311407 | val_loss: 0.0311621 | Time: 1450.23 ms [2020-12-21 09:34:02 main:581] : INFO : Epoch 1735 | loss: 0.0311427 | val_loss: 0.0311691 | Time: 1440.93 ms [2020-12-21 09:34:04 main:581] : INFO : Epoch 1736 | loss: 0.0311391 | val_loss: 0.0311609 | Time: 1446.46 ms [2020-12-21 09:34:05 main:581] : INFO : Epoch 1737 | loss: 0.0311407 | val_loss: 0.0311645 | Time: 1457.91 ms [2020-12-21 09:34:07 main:581] : INFO : Epoch 1738 | loss: 0.0311447 | val_loss: 0.0311629 | Time: 1459.99 ms [2020-12-21 09:34:08 main:581] : INFO : Epoch 1739 | loss: 0.0311399 | val_loss: 0.0311671 | Time: 1448.28 ms [2020-12-21 09:34:10 main:581] : INFO : Epoch 1740 | loss: 0.0311379 | val_loss: 0.0311655 | Time: 1437.01 ms [2020-12-21 09:34:11 main:581] : INFO : Epoch 1741 | loss: 0.0311377 | val_loss: 0.0311648 | Time: 1460.84 ms [2020-12-21 09:34:13 main:581] : INFO : Epoch 1742 | loss: 0.0311413 | val_loss: 0.0311648 | Time: 1456.6 ms [2020-12-21 09:34:14 main:581] : INFO : Epoch 1743 | loss: 0.0311395 | val_loss: 0.031165 | Time: 1458.79 ms [2020-12-21 09:34:16 main:581] : INFO : Epoch 1744 | loss: 0.0311398 | val_loss: 0.0311628 | Time: 1469.64 ms [2020-12-21 09:34:17 main:581] : INFO : Epoch 1745 | loss: 0.0311372 | val_loss: 0.0311662 | Time: 1437.94 ms [2020-12-21 09:34:18 main:581] : INFO : Epoch 1746 | loss: 0.0311387 | val_loss: 0.0311646 | Time: 1445.87 ms [2020-12-21 09:34:20 main:581] : INFO : Epoch 1747 | loss: 0.0311405 | val_loss: 0.0311666 | Time: 1443.97 ms [2020-12-21 09:34:21 main:581] : INFO : Epoch 1748 | loss: 0.0311408 | val_loss: 0.0311643 | Time: 1455.22 ms [2020-12-21 09:34:23 main:581] : INFO : Epoch 1749 | loss: 0.031138 | val_loss: 0.0311649 | Time: 1458.4 ms [2020-12-21 09:34:24 main:581] : INFO : Epoch 1750 | loss: 0.0311482 | val_loss: 0.0312046 | Time: 1445.54 ms [2020-12-21 09:34:26 main:581] : INFO : Epoch 1751 | loss: 0.0312059 | val_loss: 0.0312046 | Time: 1425.63 ms [2020-12-21 09:34:27 main:581] : INFO : Epoch 1752 | loss: 0.0312171 | val_loss: 0.0342756 | Time: 1416.49 ms [2020-12-21 09:34:28 main:581] : INFO : Epoch 1753 | loss: 0.0446665 | val_loss: 0.0415701 | Time: 1404.82 ms [2020-12-21 09:34:30 main:581] : INFO : Epoch 1754 | loss: 0.0331198 | val_loss: 0.0314127 | Time: 1420.78 ms [2020-12-21 09:34:31 main:581] : INFO : Epoch 1755 | loss: 0.0314697 | val_loss: 0.0313943 | Time: 1422.92 ms [2020-12-21 09:34:33 main:581] : INFO : Epoch 1756 | loss: 0.0313058 | val_loss: 0.031272 | Time: 1397.78 ms [2020-12-21 09:34:34 main:581] : INFO : Epoch 1757 | loss: 0.0312625 | val_loss: 0.0312588 | Time: 1418.72 ms [2020-12-21 09:34:36 main:581] : INFO : Epoch 1758 | loss: 0.0312559 | val_loss: 0.0312557 | Time: 1408.25 ms [2020-12-21 09:34:37 main:581] : INFO : Epoch 1759 | loss: 0.0312547 | val_loss: 0.0312522 | Time: 1414.29 ms [2020-12-21 09:34:38 main:581] : INFO : Epoch 1760 | loss: 0.0312549 | val_loss: 0.0312526 | Time: 1411.51 ms [2020-12-21 09:34:40 main:581] : INFO : Epoch 1761 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 1433.98 ms [2020-12-21 09:34:41 main:581] : INFO : Epoch 1762 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 1400.26 ms [2020-12-21 09:34:43 main:581] : INFO : Epoch 1763 | loss: 0.03125 | val_loss: 0.0312486 | Time: 1416.24 ms [2020-12-21 09:34:44 main:581] : INFO : Epoch 1764 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1409.42 ms [2020-12-21 09:34:45 main:581] : INFO : Epoch 1765 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 1392.63 ms [2020-12-21 09:34:47 main:581] : INFO : Epoch 1766 | loss: 0.0312478 | val_loss: 0.031247 | Time: 1412.14 ms [2020-12-21 09:34:48 main:581] : INFO : Epoch 1767 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 1405.31 ms [2020-12-21 09:34:50 main:581] : INFO : Epoch 1768 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 1418.96 ms [2020-12-21 09:34:51 main:581] : INFO : Epoch 1769 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 1412.25 ms [2020-12-21 09:34:52 main:581] : INFO : Epoch 1770 | loss: 0.0312467 | val_loss: 0.0312502 | Time: 1401.25 ms [2020-12-21 09:34:54 main:581] : INFO : Epoch 1771 | loss: 0.0312471 | val_loss: 0.031244 | Time: 1449.25 ms [2020-12-21 09:34:55 main:581] : INFO : Epoch 1772 | loss: 0.0312433 | val_loss: 0.0312422 | Time: 1386.62 ms [2020-12-21 09:34:57 main:581] : INFO : Epoch 1773 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 1388.43 ms [2020-12-21 09:34:58 main:581] : INFO : Epoch 1774 | loss: 0.0312434 | val_loss: 0.0312399 | Time: 1391.67 ms [2020-12-21 09:34:59 main:581] : INFO : Epoch 1775 | loss: 0.0312413 | val_loss: 0.0312446 | Time: 1390.32 ms [2020-12-21 09:35:01 main:581] : INFO : Epoch 1776 | loss: 0.0312398 | val_loss: 0.0312377 | Time: 1407.35 ms [2020-12-21 09:35:02 main:581] : INFO : Epoch 1777 | loss: 0.0312357 | val_loss: 0.0312352 | Time: 1407.71 ms [2020-12-21 09:35:04 main:581] : INFO : Epoch 1778 | loss: 0.0312343 | val_loss: 0.0312341 | Time: 1397.42 ms [2020-12-21 09:35:05 main:581] : INFO : Epoch 1779 | loss: 0.0312341 | val_loss: 0.0312336 | Time: 1400.06 ms [2020-12-21 09:35:06 main:581] : INFO : Epoch 1780 | loss: 0.031233 | val_loss: 0.0312327 | Time: 1417.65 ms [2020-12-21 09:35:08 main:581] : INFO : Epoch 1781 | loss: 0.0312324 | val_loss: 0.0312333 | Time: 1440.52 ms [2020-12-21 09:35:09 main:581] : INFO : Epoch 1782 | loss: 0.0312322 | val_loss: 0.0312316 | Time: 1450.86 ms [2020-12-21 09:35:11 main:581] : INFO : Epoch 1783 | loss: 0.0312306 | val_loss: 0.0312316 | Time: 1447.49 ms [2020-12-21 09:35:12 main:581] : INFO : Epoch 1784 | loss: 0.0312305 | val_loss: 0.0312343 | Time: 1436.8 ms [2020-12-21 09:35:14 main:581] : INFO : Epoch 1785 | loss: 0.03123 | val_loss: 0.0312334 | Time: 1436.7 ms [2020-12-21 09:35:15 main:581] : INFO : Epoch 1786 | loss: 0.0312296 | val_loss: 0.031232 | Time: 1406.93 ms [2020-12-21 09:35:17 main:581] : INFO : Epoch 1787 | loss: 0.0312296 | val_loss: 0.0312318 | Time: 1431.05 ms [2020-12-21 09:35:18 main:581] : INFO : Epoch 1788 | loss: 0.031228 | val_loss: 0.0312301 | Time: 1464.86 ms [2020-12-21 09:35:19 main:581] : INFO : Epoch 1789 | loss: 0.0312264 | val_loss: 0.0312281 | Time: 1435.7 ms [2020-12-21 09:35:21 main:581] : INFO : Epoch 1790 | loss: 0.0312258 | val_loss: 0.0312263 | Time: 1464.34 ms [2020-12-21 09:35:22 main:581] : INFO : Epoch 1791 | loss: 0.031226 | val_loss: 0.0312269 | Time: 1441.09 ms [2020-12-21 09:35:24 main:581] : INFO : Epoch 1792 | loss: 0.0312254 | val_loss: 0.0312255 | Time: 1461.49 ms [2020-12-21 09:35:25 main:581] : INFO : Epoch 1793 | loss: 0.031225 | val_loss: 0.0312256 | Time: 1429.77 ms [2020-12-21 09:35:27 main:581] : INFO : Epoch 1794 | loss: 0.0312245 | val_loss: 0.0312255 | Time: 1437.44 ms [2020-12-21 09:35:28 main:581] : INFO : Epoch 1795 | loss: 0.0312236 | val_loss: 0.0312255 | Time: 1437.19 ms [2020-12-21 09:35:30 main:581] : INFO : Epoch 1796 | loss: 0.031224 | val_loss: 0.031224 | Time: 1488.13 ms [2020-12-21 09:35:31 main:581] : INFO : Epoch 1797 | loss: 0.0312233 | val_loss: 0.0312249 | Time: 1470.85 ms [2020-12-21 09:35:33 main:581] : INFO : Epoch 1798 | loss: 0.0312234 | val_loss: 0.0312265 | Time: 1469.43 ms [2020-12-21 09:35:34 main:581] : INFO : Epoch 1799 | loss: 0.0312249 | val_loss: 0.03123 | Time: 1431.05 ms [2020-12-21 09:35:35 main:581] : INFO : Epoch 1800 | loss: 0.0312245 | val_loss: 0.0312234 | Time: 1425.24 ms [2020-12-21 09:35:37 main:581] : INFO : Epoch 1801 | loss: 0.0312219 | val_loss: 0.0312231 | Time: 1426.14 ms [2020-12-21 09:35:38 main:581] : INFO : Epoch 1802 | loss: 0.0312214 | val_loss: 0.0312229 | Time: 1414.06 ms [2020-12-21 09:35:40 main:581] : INFO : Epoch 1803 | loss: 0.0312215 | val_loss: 0.0312236 | Time: 1413.05 ms [2020-12-21 09:35:41 main:581] : INFO : Epoch 1804 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 1431.3 ms [2020-12-21 09:35:43 main:581] : INFO : Epoch 1805 | loss: 0.031221 | val_loss: 0.031223 | Time: 1415.28 ms [2020-12-21 09:35:44 main:581] : INFO : Epoch 1806 | loss: 0.031221 | val_loss: 0.0312215 | Time: 1399.46 ms [2020-12-21 09:35:45 main:581] : INFO : Epoch 1807 | loss: 0.0312203 | val_loss: 0.0312213 | Time: 1440.08 ms [2020-12-21 09:35:47 main:581] : INFO : Epoch 1808 | loss: 0.0312207 | val_loss: 0.0312204 | Time: 1426.09 ms [2020-12-21 09:35:48 main:581] : INFO : Epoch 1809 | loss: 0.0312201 | val_loss: 0.0312238 | Time: 1433.07 ms [2020-12-21 09:35:50 main:581] : INFO : Epoch 1810 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 1448.01 ms [2020-12-21 09:35:51 main:581] : INFO : Epoch 1811 | loss: 0.0312196 | val_loss: 0.0312184 | Time: 1471.57 ms [2020-12-21 09:35:53 main:581] : INFO : Epoch 1812 | loss: 0.0312174 | val_loss: 0.031218 | Time: 1422.01 ms [2020-12-21 09:35:54 main:581] : INFO : Epoch 1813 | loss: 0.0312169 | val_loss: 0.0312182 | Time: 1406.68 ms [2020-12-21 09:35:55 main:581] : INFO : Epoch 1814 | loss: 0.0312196 | val_loss: 0.0312183 | Time: 1418.31 ms [2020-12-21 09:35:57 main:581] : INFO : Epoch 1815 | loss: 0.0312181 | val_loss: 0.0312169 | Time: 1396.53 ms [2020-12-21 09:35:58 main:581] : INFO : Epoch 1816 | loss: 0.0312164 | val_loss: 0.031218 | Time: 1403.67 ms [2020-12-21 09:36:00 main:581] : INFO : Epoch 1817 | loss: 0.0312174 | val_loss: 0.0312185 | Time: 1384.56 ms [2020-12-21 09:36:01 main:581] : INFO : Epoch 1818 | loss: 0.0312162 | val_loss: 0.0312183 | Time: 1425.33 ms [2020-12-21 09:36:02 main:581] : INFO : Epoch 1819 | loss: 0.031216 | val_loss: 0.0312173 | Time: 1403.09 ms [2020-12-21 09:36:04 main:581] : INFO : Epoch 1820 | loss: 0.0312153 | val_loss: 0.0312163 | Time: 1404.52 ms [2020-12-21 09:36:05 main:581] : INFO : Epoch 1821 | loss: 0.0312149 | val_loss: 0.0312171 | Time: 1416.41 ms [2020-12-21 09:36:07 main:581] : INFO : Epoch 1822 | loss: 0.0312155 | val_loss: 0.031215 | Time: 1430.15 ms [2020-12-21 09:36:08 main:581] : INFO : Epoch 1823 | loss: 0.0312147 | val_loss: 0.0312151 | Time: 1514.31 ms [2020-12-21 09:36:10 main:581] : INFO : Epoch 1824 | loss: 0.031214 | val_loss: 0.0312148 | Time: 1465.77 ms [2020-12-21 09:36:11 main:581] : INFO : Epoch 1825 | loss: 0.0312143 | val_loss: 0.0312146 | Time: 1434.49 ms [2020-12-21 09:36:13 main:581] : INFO : Epoch 1826 | loss: 0.0312132 | val_loss: 0.0312145 | Time: 1467.41 ms [2020-12-21 09:36:14 main:581] : INFO : Epoch 1827 | loss: 0.031213 | val_loss: 0.0312168 | Time: 1474.65 ms [2020-12-21 09:36:15 main:581] : INFO : Epoch 1828 | loss: 0.0312134 | val_loss: 0.0312179 | Time: 1468.41 ms [2020-12-21 09:36:17 main:581] : INFO : Epoch 1829 | loss: 0.031216 | val_loss: 0.0312129 | Time: 1444.36 ms [2020-12-21 09:36:18 main:581] : INFO : Epoch 1830 | loss: 0.0312118 | val_loss: 0.0312123 | Time: 1490.82 ms [2020-12-21 09:36:20 main:581] : INFO : Epoch 1831 | loss: 0.0312115 | val_loss: 0.0312134 | Time: 1486.15 ms [2020-12-21 09:36:21 main:581] : INFO : Epoch 1832 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 1510.94 ms [2020-12-21 09:36:23 main:581] : INFO : Epoch 1833 | loss: 0.0312119 | val_loss: 0.0312122 | Time: 1478.81 ms [2020-12-21 09:36:24 main:581] : INFO : Epoch 1834 | loss: 0.0312121 | val_loss: 0.0312135 | Time: 1477.22 ms [2020-12-21 09:36:26 main:581] : INFO : Epoch 1835 | loss: 0.0312113 | val_loss: 0.0312115 | Time: 1458.09 ms [2020-12-21 09:36:27 main:581] : INFO : Epoch 1836 | loss: 0.0312105 | val_loss: 0.0312101 | Time: 1488.48 ms [2020-12-21 09:36:29 main:581] : INFO : Epoch 1837 | loss: 0.0312098 | val_loss: 0.0312093 | Time: 1510.02 ms [2020-12-21 09:36:30 main:581] : INFO : Epoch 1838 | loss: 0.0312092 | val_loss: 0.0312091 | Time: 1499.51 ms [2020-12-21 09:36:32 main:581] : INFO : Epoch 1839 | loss: 0.0312092 | val_loss: 0.0312079 | Time: 1482.62 ms [2020-12-21 09:36:33 main:581] : INFO : Epoch 1840 | loss: 0.0312075 | val_loss: 0.0312077 | Time: 1483.74 ms [2020-12-21 09:36:35 main:581] : INFO : Epoch 1841 | loss: 0.0312083 | val_loss: 0.0312107 | Time: 1509.11 ms [2020-12-21 09:36:36 main:581] : INFO : Epoch 1842 | loss: 0.0312081 | val_loss: 0.0312096 | Time: 1496.33 ms [2020-12-21 09:36:38 main:581] : INFO : Epoch 1843 | loss: 0.0312061 | val_loss: 0.0312035 | Time: 1481.22 ms [2020-12-21 09:36:39 main:581] : INFO : Epoch 1844 | loss: 0.0312051 | val_loss: 0.0312067 | Time: 1482.45 ms [2020-12-21 09:36:41 main:581] : INFO : Epoch 1845 | loss: 0.0312048 | val_loss: 0.0312043 | Time: 1426.96 ms [2020-12-21 09:36:42 main:581] : INFO : Epoch 1846 | loss: 0.0312028 | val_loss: 0.0312044 | Time: 1422.49 ms [2020-12-21 09:36:44 main:581] : INFO : Epoch 1847 | loss: 0.0312035 | val_loss: 0.0312004 | Time: 1431.84 ms [2020-12-21 09:36:45 main:581] : INFO : Epoch 1848 | loss: 0.0312025 | val_loss: 0.0312004 | Time: 1423.99 ms [2020-12-21 09:36:46 main:581] : INFO : Epoch 1849 | loss: 0.0312013 | val_loss: 0.0311984 | Time: 1464.49 ms [2020-12-21 09:36:48 main:581] : INFO : Epoch 1850 | loss: 0.0311994 | val_loss: 0.0311979 | Time: 1434.47 ms [2020-12-21 09:36:49 main:581] : INFO : Epoch 1851 | loss: 0.0311969 | val_loss: 0.0311955 | Time: 1453.9 ms [2020-12-21 09:36:51 main:581] : INFO : Epoch 1852 | loss: 0.0311959 | val_loss: 0.0311962 | Time: 1434.69 ms [2020-12-21 09:36:52 main:581] : INFO : Epoch 1853 | loss: 0.0311949 | val_loss: 0.0311926 | Time: 1446.18 ms [2020-12-21 09:36:54 main:581] : INFO : Epoch 1854 | loss: 0.0311947 | val_loss: 0.0311978 | Time: 1435.79 ms [2020-12-21 09:36:55 main:581] : INFO : Epoch 1855 | loss: 0.0311942 | val_loss: 0.0311926 | Time: 1427.12 ms [2020-12-21 09:36:56 main:581] : INFO : Epoch 1856 | loss: 0.0311919 | val_loss: 0.0311907 | Time: 1433.27 ms [2020-12-21 09:36:58 main:581] : INFO : Epoch 1857 | loss: 0.0311916 | val_loss: 0.0311916 | Time: 1443.7 ms [2020-12-21 09:36:59 main:581] : INFO : Epoch 1858 | loss: 0.0311906 | val_loss: 0.0311889 | Time: 1465.64 ms [2020-12-21 09:37:01 main:581] : INFO : Epoch 1859 | loss: 0.031191 | val_loss: 0.0311913 | Time: 1441.09 ms [2020-12-21 09:37:02 main:581] : INFO : Epoch 1860 | loss: 0.0311902 | val_loss: 0.0311902 | Time: 1455.95 ms [2020-12-21 09:37:04 main:581] : INFO : Epoch 1861 | loss: 0.0311934 | val_loss: 0.03119 | Time: 1427.37 ms [2020-12-21 09:37:05 main:581] : INFO : Epoch 1862 | loss: 0.0311917 | val_loss: 0.0311897 | Time: 1446.46 ms [2020-12-21 09:37:07 main:581] : INFO : Epoch 1863 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 1440.18 ms [2020-12-21 09:37:08 main:581] : INFO : Epoch 1864 | loss: 0.0311927 | val_loss: 0.0311912 | Time: 1476.59 ms [2020-12-21 09:37:10 main:581] : INFO : Epoch 1865 | loss: 0.0311921 | val_loss: 0.0311886 | Time: 1481.87 ms [2020-12-21 09:37:11 main:581] : INFO : Epoch 1866 | loss: 0.0311915 | val_loss: 0.0311912 | Time: 1463.57 ms [2020-12-21 09:37:12 main:581] : INFO : Epoch 1867 | loss: 0.0311895 | val_loss: 0.0311876 | Time: 1474.28 ms [2020-12-21 09:37:14 main:581] : INFO : Epoch 1868 | loss: 0.0311905 | val_loss: 0.0311876 | Time: 1453.63 ms [2020-12-21 09:37:15 main:581] : INFO : Epoch 1869 | loss: 0.0311863 | val_loss: 0.0311855 | Time: 1476.54 ms [2020-12-21 09:37:17 main:581] : INFO : Epoch 1870 | loss: 0.0311865 | val_loss: 0.031185 | Time: 1440.37 ms [2020-12-21 09:37:18 main:581] : INFO : Epoch 1871 | loss: 0.0311882 | val_loss: 0.0311925 | Time: 1444.4 ms [2020-12-21 09:37:20 main:581] : INFO : Epoch 1872 | loss: 0.0311868 | val_loss: 0.0311882 | Time: 1441.57 ms [2020-12-21 09:37:21 main:581] : INFO : Epoch 1873 | loss: 0.0311844 | val_loss: 0.0311831 | Time: 1446.9 ms [2020-12-21 09:37:23 main:581] : INFO : Epoch 1874 | loss: 0.0311845 | val_loss: 0.0311877 | Time: 1455.77 ms [2020-12-21 09:37:24 main:581] : INFO : Epoch 1875 | loss: 0.0311851 | val_loss: 0.0311904 | Time: 1461.28 ms [2020-12-21 09:37:26 main:581] : INFO : Epoch 1876 | loss: 0.0311833 | val_loss: 0.031183 | Time: 1467.32 ms [2020-12-21 09:37:27 main:581] : INFO : Epoch 1877 | loss: 0.0311823 | val_loss: 0.0311817 | Time: 1459.44 ms [2020-12-21 09:37:29 main:581] : INFO : Epoch 1878 | loss: 0.0311808 | val_loss: 0.0311814 | Time: 1458.95 ms [2020-12-21 09:37:30 main:581] : INFO : Epoch 1879 | loss: 0.0311843 | val_loss: 0.0311814 | Time: 1478.14 ms [2020-12-21 09:37:31 main:581] : INFO : Epoch 1880 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 1487.82 ms [2020-12-21 09:37:33 main:581] : INFO : Epoch 1881 | loss: 0.0311861 | val_loss: 0.0311854 | Time: 1479.74 ms [2020-12-21 09:37:34 main:581] : INFO : Epoch 1882 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 1460.77 ms [2020-12-21 09:37:36 main:581] : INFO : Epoch 1883 | loss: 0.0311809 | val_loss: 0.0311888 | Time: 1461.23 ms [2020-12-21 09:37:37 main:581] : INFO : Epoch 1884 | loss: 0.0311811 | val_loss: 0.0311808 | Time: 1463.59 ms [2020-12-21 09:37:39 main:581] : INFO : Epoch 1885 | loss: 0.0311785 | val_loss: 0.03118 | Time: 1499.92 ms [2020-12-21 09:37:40 main:581] : INFO : Epoch 1886 | loss: 0.0311787 | val_loss: 0.0311794 | Time: 1438.98 ms [2020-12-21 09:37:42 main:581] : INFO : Epoch 1887 | loss: 0.0311795 | val_loss: 0.0311825 | Time: 1465.03 ms [2020-12-21 09:37:43 main:581] : INFO : Epoch 1888 | loss: 0.0311791 | val_loss: 0.0311869 | Time: 1455.22 ms [2020-12-21 09:37:45 main:581] : INFO : Epoch 1889 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 1492.95 ms [2020-12-21 09:37:46 main:581] : INFO : Epoch 1890 | loss: 0.0311799 | val_loss: 0.03118 | Time: 1449.68 ms [2020-12-21 09:37:48 main:581] : INFO : Epoch 1891 | loss: 0.0311773 | val_loss: 0.0311822 | Time: 1447.24 ms [2020-12-21 09:37:49 main:581] : INFO : Epoch 1892 | loss: 0.0311781 | val_loss: 0.0311856 | Time: 1468.23 ms [2020-12-21 09:37:51 main:581] : INFO : Epoch 1893 | loss: 0.0311799 | val_loss: 0.0311786 | Time: 1449.76 ms [2020-12-21 09:37:52 main:581] : INFO : Epoch 1894 | loss: 0.0311776 | val_loss: 0.031182 | Time: 1492.37 ms [2020-12-21 09:37:53 main:581] : INFO : Epoch 1895 | loss: 0.0311775 | val_loss: 0.0311775 | Time: 1469.48 ms [2020-12-21 09:37:55 main:581] : INFO : Epoch 1896 | loss: 0.0311774 | val_loss: 0.0311773 | Time: 1464.79 ms [2020-12-21 09:37:56 main:581] : INFO : Epoch 1897 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 1469.32 ms [2020-12-21 09:37:58 main:581] : INFO : Epoch 1898 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 1482.68 ms [2020-12-21 09:37:59 main:581] : INFO : Epoch 1899 | loss: 0.0311813 | val_loss: 0.0311968 | Time: 1478.77 ms [2020-12-21 09:38:01 main:581] : INFO : Epoch 1900 | loss: 0.0311873 | val_loss: 0.0311869 | Time: 1483.38 ms [2020-12-21 09:38:02 main:581] : INFO : Epoch 1901 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 1470.76 ms [2020-12-21 09:38:04 main:581] : INFO : Epoch 1902 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 1434.67 ms [2020-12-21 09:38:05 main:581] : INFO : Epoch 1903 | loss: 0.0311752 | val_loss: 0.031179 | Time: 1476.75 ms [2020-12-21 09:38:07 main:581] : INFO : Epoch 1904 | loss: 0.031175 | val_loss: 0.0311832 | Time: 1454.86 ms [2020-12-21 09:38:08 main:581] : INFO : Epoch 1905 | loss: 0.0311754 | val_loss: 0.0311778 | Time: 1460.93 ms [2020-12-21 09:38:10 main:581] : INFO : Epoch 1906 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 1453.11 ms [2020-12-21 09:38:11 main:581] : INFO : Epoch 1907 | loss: 0.0311745 | val_loss: 0.0311859 | Time: 1415.16 ms [2020-12-21 09:38:12 main:581] : INFO : Epoch 1908 | loss: 0.0311765 | val_loss: 0.0311909 | Time: 1424.44 ms [2020-12-21 09:38:14 main:581] : INFO : Epoch 1909 | loss: 0.0311767 | val_loss: 0.031179 | Time: 1424.21 ms [2020-12-21 09:38:15 main:581] : INFO : Epoch 1910 | loss: 0.0311729 | val_loss: 0.0311826 | Time: 1431.65 ms [2020-12-21 09:38:17 main:581] : INFO : Epoch 1911 | loss: 0.0311752 | val_loss: 0.0312018 | Time: 1414.4 ms [2020-12-21 09:38:18 main:581] : INFO : Epoch 1912 | loss: 0.0311846 | val_loss: 0.0311813 | Time: 1420.16 ms [2020-12-21 09:38:20 main:581] : INFO : Epoch 1913 | loss: 0.0311755 | val_loss: 0.0311758 | Time: 1410.47 ms [2020-12-21 09:38:21 main:581] : INFO : Epoch 1914 | loss: 0.0311728 | val_loss: 0.0311809 | Time: 1413.01 ms [2020-12-21 09:38:22 main:581] : INFO : Epoch 1915 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 1392.1 ms [2020-12-21 09:38:24 main:581] : INFO : Epoch 1916 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 1419.34 ms [2020-12-21 09:38:25 main:581] : INFO : Epoch 1917 | loss: 0.0311733 | val_loss: 0.0311771 | Time: 1454.67 ms [2020-12-21 09:38:27 main:581] : INFO : Epoch 1918 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 1459.68 ms [2020-12-21 09:38:28 main:581] : INFO : Epoch 1919 | loss: 0.0311714 | val_loss: 0.031175 | Time: 1452.2 ms [2020-12-21 09:38:30 main:581] : INFO : Epoch 1920 | loss: 0.031171 | val_loss: 0.0311755 | Time: 1418.29 ms [2020-12-21 09:38:31 main:581] : INFO : Epoch 1921 | loss: 0.0311715 | val_loss: 0.0311751 | Time: 1449.36 ms [2020-12-21 09:38:32 main:581] : INFO : Epoch 1922 | loss: 0.031172 | val_loss: 0.031184 | Time: 1423.69 ms [2020-12-21 09:38:34 main:581] : INFO : Epoch 1923 | loss: 0.0311729 | val_loss: 0.0311896 | Time: 1427.73 ms [2020-12-21 09:38:35 main:581] : INFO : Epoch 1924 | loss: 0.0311785 | val_loss: 0.031174 | Time: 1424.3 ms [2020-12-21 09:38:37 main:581] : INFO : Epoch 1925 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 1400.01 ms [2020-12-21 09:38:38 main:581] : INFO : Epoch 1926 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 1410.37 ms [2020-12-21 09:38:40 main:581] : INFO : Epoch 1927 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 1430.05 ms [2020-12-21 09:38:41 main:581] : INFO : Epoch 1928 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 1431.92 ms [2020-12-21 09:38:42 main:581] : INFO : Epoch 1929 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 1426.22 ms [2020-12-21 09:38:44 main:581] : INFO : Epoch 1930 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 1414.15 ms [2020-12-21 09:38:45 main:581] : INFO : Epoch 1931 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 1454.74 ms [2020-12-21 09:38:47 main:581] : INFO : Epoch 1932 | loss: 0.031173 | val_loss: 0.0311792 | Time: 1433.12 ms [2020-12-21 09:38:48 main:581] : INFO : Epoch 1933 | loss: 0.0311706 | val_loss: 0.0311766 | Time: 1421.4 ms [2020-12-21 09:38:50 main:581] : INFO : Epoch 1934 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 1417.02 ms [2020-12-21 09:38:51 main:581] : INFO : Epoch 1935 | loss: 0.0311731 | val_loss: 0.0311742 | Time: 1407.49 ms [2020-12-21 09:38:52 main:581] : INFO : Epoch 1936 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 1406.89 ms [2020-12-21 09:38:54 main:581] : INFO : Epoch 1937 | loss: 0.0311704 | val_loss: 0.031179 | Time: 1407.1 ms [2020-12-21 09:38:55 main:581] : INFO : Epoch 1938 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 1417.98 ms [2020-12-21 09:38:57 main:581] : INFO : Epoch 1939 | loss: 0.0311701 | val_loss: 0.0311836 | Time: 1402.3 ms [2020-12-21 09:38:58 main:581] : INFO : Epoch 1940 | loss: 0.0311726 | val_loss: 0.0311903 | Time: 1398.06 ms [2020-12-21 09:38:59 main:581] : INFO : Epoch 1941 | loss: 0.0311759 | val_loss: 0.0311848 | Time: 1410.95 ms [2020-12-21 09:39:01 main:581] : INFO : Epoch 1942 | loss: 0.0311733 | val_loss: 0.0311861 | Time: 1399.26 ms [2020-12-21 09:39:02 main:581] : INFO : Epoch 1943 | loss: 0.0311717 | val_loss: 0.0311736 | Time: 1394.83 ms [2020-12-21 09:39:04 main:581] : INFO : Epoch 1944 | loss: 0.0311707 | val_loss: 0.0311733 | Time: 1420.58 ms [2020-12-21 09:39:05 main:581] : INFO : Epoch 1945 | loss: 0.0311679 | val_loss: 0.031175 | Time: 1406.44 ms [2020-12-21 09:39:06 main:581] : INFO : Epoch 1946 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 1392.28 ms [2020-12-21 09:39:08 main:581] : INFO : Epoch 1947 | loss: 0.0311666 | val_loss: 0.031175 | Time: 1407.39 ms [2020-12-21 09:39:09 main:581] : INFO : Epoch 1948 | loss: 0.031166 | val_loss: 0.0311723 | Time: 1398.08 ms [2020-12-21 09:39:11 main:581] : INFO : Epoch 1949 | loss: 0.0311669 | val_loss: 0.0311719 | Time: 1405.71 ms [2020-12-21 09:39:12 main:581] : INFO : Epoch 1950 | loss: 0.0311651 | val_loss: 0.0311712 | Time: 1548.45 ms [2020-12-21 09:39:14 main:581] : INFO : Epoch 1951 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 1414.39 ms [2020-12-21 09:39:15 main:581] : INFO : Epoch 1952 | loss: 0.0311663 | val_loss: 0.0311793 | Time: 1410.85 ms [2020-12-21 09:39:16 main:581] : INFO : Epoch 1953 | loss: 0.0311665 | val_loss: 0.0311735 | Time: 1408.75 ms [2020-12-21 09:39:18 main:581] : INFO : Epoch 1954 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 1416.41 ms [2020-12-21 09:39:19 main:581] : INFO : Epoch 1955 | loss: 0.0311665 | val_loss: 0.0311729 | Time: 1420.33 ms [2020-12-21 09:39:21 main:581] : INFO : Epoch 1956 | loss: 0.0311677 | val_loss: 0.031178 | Time: 1408.72 ms [2020-12-21 09:39:22 main:581] : INFO : Epoch 1957 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 1415.67 ms [2020-12-21 09:39:23 main:581] : INFO : Epoch 1958 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 1397.8 ms [2020-12-21 09:39:25 main:581] : INFO : Epoch 1959 | loss: 0.0311635 | val_loss: 0.0311728 | Time: 1401.07 ms [2020-12-21 09:39:26 main:581] : INFO : Epoch 1960 | loss: 0.0311638 | val_loss: 0.031173 | Time: 1415.29 ms [2020-12-21 09:39:28 main:581] : INFO : Epoch 1961 | loss: 0.031166 | val_loss: 0.031179 | Time: 1429.43 ms [2020-12-21 09:39:29 main:581] : INFO : Epoch 1962 | loss: 0.0311689 | val_loss: 0.0311714 | Time: 1424.77 ms [2020-12-21 09:39:31 main:581] : INFO : Epoch 1963 | loss: 0.0311637 | val_loss: 0.0311863 | Time: 1418.34 ms [2020-12-21 09:39:32 main:581] : INFO : Epoch 1964 | loss: 0.0311703 | val_loss: 0.0311724 | Time: 1432.36 ms [2020-12-21 09:39:33 main:581] : INFO : Epoch 1965 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 1420 ms [2020-12-21 09:39:35 main:581] : INFO : Epoch 1966 | loss: 0.031164 | val_loss: 0.0311709 | Time: 1413 ms [2020-12-21 09:39:36 main:581] : INFO : Epoch 1967 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 1435.25 ms [2020-12-21 09:39:38 main:581] : INFO : Epoch 1968 | loss: 0.0311636 | val_loss: 0.0311881 | Time: 1438.31 ms [2020-12-21 09:39:39 main:581] : INFO : Epoch 1969 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 1422.51 ms [2020-12-21 09:39:41 main:581] : INFO : Epoch 1970 | loss: 0.0311642 | val_loss: 0.0311851 | Time: 1406.78 ms [2020-12-21 09:39:42 main:581] : INFO : Epoch 1971 | loss: 0.0311652 | val_loss: 0.0311806 | Time: 1415.74 ms [2020-12-21 09:39:43 main:581] : INFO : Epoch 1972 | loss: 0.0311677 | val_loss: 0.0311777 | Time: 1411.2 ms [2020-12-21 09:39:45 main:581] : INFO : Epoch 1973 | loss: 0.0311657 | val_loss: 0.0311765 | Time: 1397.58 ms [2020-12-21 09:39:46 main:581] : INFO : Epoch 1974 | loss: 0.0311629 | val_loss: 0.0311737 | Time: 1424.54 ms [2020-12-21 09:39:48 main:581] : INFO : Epoch 1975 | loss: 0.031168 | val_loss: 0.0311711 | Time: 1402.56 ms [2020-12-21 09:39:49 main:581] : INFO : Epoch 1976 | loss: 0.0311677 | val_loss: 0.031171 | Time: 1409.85 ms [2020-12-21 09:39:50 main:581] : INFO : Epoch 1977 | loss: 0.0311616 | val_loss: 0.0311706 | Time: 1426.46 ms [2020-12-21 09:39:52 main:581] : INFO : Epoch 1978 | loss: 0.0311606 | val_loss: 0.03117 | Time: 1458.18 ms [2020-12-21 09:39:53 main:581] : INFO : Epoch 1979 | loss: 0.031162 | val_loss: 0.0311703 | Time: 1469.25 ms [2020-12-21 09:39:55 main:581] : INFO : Epoch 1980 | loss: 0.0311614 | val_loss: 0.0311708 | Time: 1439.16 ms [2020-12-21 09:39:56 main:581] : INFO : Epoch 1981 | loss: 0.0311622 | val_loss: 0.0311717 | Time: 1466.95 ms [2020-12-21 09:39:58 main:581] : INFO : Epoch 1982 | loss: 0.0311613 | val_loss: 0.0311698 | Time: 1444.52 ms [2020-12-21 09:39:59 main:581] : INFO : Epoch 1983 | loss: 0.0311599 | val_loss: 0.0311694 | Time: 1457.25 ms [2020-12-21 09:40:01 main:581] : INFO : Epoch 1984 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 1443.44 ms [2020-12-21 09:40:02 main:581] : INFO : Epoch 1985 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 1434.52 ms [2020-12-21 09:40:03 main:581] : INFO : Epoch 1986 | loss: 0.031161 | val_loss: 0.0311716 | Time: 1477.35 ms [2020-12-21 09:40:05 main:581] : INFO : Epoch 1987 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 1450.48 ms [2020-12-21 09:40:06 main:581] : INFO : Epoch 1988 | loss: 0.031159 | val_loss: 0.0311709 | Time: 1451.78 ms [2020-12-21 09:40:08 main:581] : INFO : Epoch 1989 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 1463.43 ms [2020-12-21 09:40:09 main:581] : INFO : Epoch 1990 | loss: 0.0311606 | val_loss: 0.0311699 | Time: 1452.15 ms [2020-12-21 09:40:11 main:581] : INFO : Epoch 1991 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 1463.14 ms [2020-12-21 09:40:12 main:581] : INFO : Epoch 1992 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 1457.31 ms [2020-12-21 09:40:14 main:581] : INFO : Epoch 1993 | loss: 0.0311584 | val_loss: 0.0311814 | Time: 1483.17 ms [2020-12-21 09:40:15 main:581] : INFO : Epoch 1994 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 1467.45 ms [2020-12-21 09:40:17 main:581] : INFO : Epoch 1995 | loss: 0.0311628 | val_loss: 0.0311714 | Time: 1473.32 ms [2020-12-21 09:40:18 main:581] : INFO : Epoch 1996 | loss: 0.0311582 | val_loss: 0.0311715 | Time: 1478.15 ms [2020-12-21 09:40:20 main:581] : INFO : Epoch 1997 | loss: 0.0311599 | val_loss: 0.0311722 | Time: 1448.21 ms [2020-12-21 09:40:21 main:581] : INFO : Epoch 1998 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 1408.9 ms [2020-12-21 09:40:22 main:581] : INFO : Epoch 1999 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 1425.16 ms [2020-12-21 09:40:24 main:581] : INFO : Epoch 2000 | loss: 0.031159 | val_loss: 0.0311774 | Time: 1448.24 ms [2020-12-21 09:40:25 main:581] : INFO : Epoch 2001 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 1482.86 ms [2020-12-21 09:40:27 main:581] : INFO : Epoch 2002 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 1470.74 ms [2020-12-21 09:40:28 main:581] : INFO : Epoch 2003 | loss: 0.0311608 | val_loss: 0.0311761 | Time: 1469.14 ms [2020-12-21 09:40:30 main:581] : INFO : Epoch 2004 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 1462.9 ms [2020-12-21 09:40:31 main:581] : INFO : Epoch 2005 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 1460.01 ms [2020-12-21 09:40:33 main:581] : INFO : Epoch 2006 | loss: 0.0311576 | val_loss: 0.0311695 | Time: 1451.23 ms [2020-12-21 09:40:34 main:581] : INFO : Epoch 2007 | loss: 0.0311567 | val_loss: 0.0311728 | Time: 1446.04 ms [2020-12-21 09:40:36 main:581] : INFO : Epoch 2008 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 1497.56 ms [2020-12-21 09:40:37 main:581] : INFO : Epoch 2009 | loss: 0.0311565 | val_loss: 0.0311718 | Time: 1486.72 ms [2020-12-21 09:40:39 main:581] : INFO : Epoch 2010 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 1466.84 ms [2020-12-21 09:40:40 main:581] : INFO : Epoch 2011 | loss: 0.031156 | val_loss: 0.0311749 | Time: 1446.7 ms [2020-12-21 09:40:41 main:581] : INFO : Epoch 2012 | loss: 0.0311579 | val_loss: 0.031171 | Time: 1466.87 ms [2020-12-21 09:40:43 main:581] : INFO : Epoch 2013 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 1454.1 ms [2020-12-21 09:40:44 main:581] : INFO : Epoch 2014 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 1460.39 ms [2020-12-21 09:40:46 main:581] : INFO : Epoch 2015 | loss: 0.0311573 | val_loss: 0.0311737 | Time: 1444.66 ms [2020-12-21 09:40:47 main:581] : INFO : Epoch 2016 | loss: 0.0311546 | val_loss: 0.0311722 | Time: 1497.57 ms [2020-12-21 09:40:49 main:581] : INFO : Epoch 2017 | loss: 0.0311551 | val_loss: 0.0311721 | Time: 1427.52 ms [2020-12-21 09:40:50 main:581] : INFO : Epoch 2018 | loss: 0.0311568 | val_loss: 0.0311703 | Time: 1441.16 ms [2020-12-21 09:40:52 main:581] : INFO : Epoch 2019 | loss: 0.0311569 | val_loss: 0.0311766 | Time: 1440.87 ms [2020-12-21 09:40:53 main:581] : INFO : Epoch 2020 | loss: 0.0311577 | val_loss: 0.0311697 | Time: 1444.36 ms [2020-12-21 09:40:55 main:581] : INFO : Epoch 2021 | loss: 0.0311578 | val_loss: 0.0311717 | Time: 1442.44 ms [2020-12-21 09:40:56 main:581] : INFO : Epoch 2022 | loss: 0.0311575 | val_loss: 0.0311778 | Time: 1425.29 ms [2020-12-21 09:40:57 main:581] : INFO : Epoch 2023 | loss: 0.031162 | val_loss: 0.0311753 | Time: 1470.06 ms [2020-12-21 09:40:59 main:581] : INFO : Epoch 2024 | loss: 0.0311554 | val_loss: 0.0311731 | Time: 1435.05 ms [2020-12-21 09:41:00 main:581] : INFO : Epoch 2025 | loss: 0.0311552 | val_loss: 0.0311752 | Time: 1458.09 ms [2020-12-21 09:41:02 main:581] : INFO : Epoch 2026 | loss: 0.0311548 | val_loss: 0.0311767 | Time: 1449.95 ms [2020-12-21 09:41:03 main:581] : INFO : Epoch 2027 | loss: 0.0311545 | val_loss: 0.0311738 | Time: 1414.38 ms [2020-12-21 09:41:05 main:581] : INFO : Epoch 2028 | loss: 0.0311566 | val_loss: 0.0311795 | Time: 1447.44 ms [2020-12-21 09:41:06 main:581] : INFO : Epoch 2029 | loss: 0.0311576 | val_loss: 0.0311741 | Time: 1458.81 ms [2020-12-21 09:41:08 main:581] : INFO : Epoch 2030 | loss: 0.0311541 | val_loss: 0.0311751 | Time: 1446.82 ms [2020-12-21 09:41:09 main:581] : INFO : Epoch 2031 | loss: 0.0311534 | val_loss: 0.0311743 | Time: 1428.76 ms [2020-12-21 09:41:10 main:581] : INFO : Epoch 2032 | loss: 0.0311538 | val_loss: 0.0311791 | Time: 1454.78 ms [2020-12-21 09:41:12 main:581] : INFO : Epoch 2033 | loss: 0.031156 | val_loss: 0.0311711 | Time: 1440.14 ms [2020-12-21 09:41:13 main:581] : INFO : Epoch 2034 | loss: 0.0311547 | val_loss: 0.0311716 | Time: 1452.99 ms [2020-12-21 09:41:15 main:581] : INFO : Epoch 2035 | loss: 0.031158 | val_loss: 0.0311724 | Time: 1435.38 ms [2020-12-21 09:41:16 main:581] : INFO : Epoch 2036 | loss: 0.0311557 | val_loss: 0.0311767 | Time: 1447.8 ms [2020-12-21 09:41:18 main:581] : INFO : Epoch 2037 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 1439.68 ms [2020-12-21 09:41:19 main:581] : INFO : Epoch 2038 | loss: 0.0311548 | val_loss: 0.0311739 | Time: 1444.01 ms [2020-12-21 09:41:21 main:581] : INFO : Epoch 2039 | loss: 0.0311521 | val_loss: 0.0311729 | Time: 1453.58 ms [2020-12-21 09:41:22 main:581] : INFO : Epoch 2040 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 1485.54 ms [2020-12-21 09:41:23 main:581] : INFO : Epoch 2041 | loss: 0.0311524 | val_loss: 0.0311732 | Time: 1470.8 ms [2020-12-21 09:41:25 main:581] : INFO : Epoch 2042 | loss: 0.0311533 | val_loss: 0.0311704 | Time: 1460.98 ms [2020-12-21 09:41:26 main:581] : INFO : Epoch 2043 | loss: 0.0311525 | val_loss: 0.031178 | Time: 1487.16 ms [2020-12-21 09:41:28 main:581] : INFO : Epoch 2044 | loss: 0.0311557 | val_loss: 0.0311737 | Time: 1482.05 ms [2020-12-21 09:41:29 main:581] : INFO : Epoch 2045 | loss: 0.0311552 | val_loss: 0.031171 | Time: 1462.99 ms [2020-12-21 09:41:31 main:581] : INFO : Epoch 2046 | loss: 0.0311581 | val_loss: 0.0311708 | Time: 1505.03 ms [2020-12-21 09:41:32 main:581] : INFO : Epoch 2047 | loss: 0.0311527 | val_loss: 0.0311741 | Time: 1478.67 ms [2020-12-21 09:41:34 main:581] : INFO : Epoch 2048 | loss: 0.0311516 | val_loss: 0.0311766 | Time: 1487.18 ms [2020-12-21 09:41:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311766 [2020-12-21 09:41:34 main:610] : INFO : Saving end state to config to file [2020-12-21 09:41:34 main:615] : INFO : Success, exiting.. 09:41:34 (1505986): 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)