Task 5174991
| Name | ParityModified-1619580682-32109-1_2 |
| Workunit | 3084058 |
| Created | 11 May 2021, 2:07:48 UTC |
| Sent | 11 May 2021, 3:26:40 UTC |
| Report deadline | 18 May 2021, 3:26:40 UTC |
| Received | 11 May 2021, 11:59:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 59 min 45 sec |
| CPU time | 57 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312442 | val_loss: 0.0312429 | Time: 1691.69 ms [2021-05-11 14:15:01 main:574] : INFO : Epoch 1543 | loss: 0.0312455 | val_loss: 0.0312464 | Time: 1713.75 ms [2021-05-11 14:15:02 main:574] : INFO : Epoch 1544 | loss: 0.0312445 | val_loss: 0.0312426 | Time: 1672.21 ms [2021-05-11 14:15:04 main:574] : INFO : Epoch 1545 | loss: 0.0312436 | val_loss: 0.031244 | Time: 1673.69 ms [2021-05-11 14:15:06 main:574] : INFO : Epoch 1546 | loss: 0.0312426 | val_loss: 0.0312417 | Time: 1689.47 ms [2021-05-11 14:15:08 main:574] : INFO : Epoch 1547 | loss: 0.0312421 | val_loss: 0.0312433 | Time: 1734.82 ms [2021-05-11 14:15:09 main:574] : INFO : Epoch 1548 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 1716.97 ms [2021-05-11 14:15:11 main:574] : INFO : Epoch 1549 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 1717.11 ms [2021-05-11 14:15:13 main:574] : INFO : Epoch 1550 | loss: 0.0312447 | val_loss: 0.0312433 | Time: 1668.2 ms [2021-05-11 14:15:14 main:574] : INFO : Epoch 1551 | loss: 0.0312431 | val_loss: 0.0312434 | Time: 1701.92 ms [2021-05-11 14:15:16 main:574] : INFO : Epoch 1552 | loss: 0.0312446 | val_loss: 0.0312446 | Time: 1721.82 ms [2021-05-11 14:15:18 main:574] : INFO : Epoch 1553 | loss: 0.0312439 | val_loss: 0.0312439 | Time: 1682.52 ms [2021-05-11 14:15:20 main:574] : INFO : Epoch 1554 | loss: 0.031247 | val_loss: 0.0312518 | Time: 1683.42 ms [2021-05-11 14:15:21 main:574] : INFO : Epoch 1555 | loss: 0.0312452 | val_loss: 0.0312436 | Time: 1701.75 ms [2021-05-11 14:15:23 main:574] : INFO : Epoch 1556 | loss: 0.0312439 | val_loss: 0.031244 | Time: 1661.78 ms [2021-05-11 14:15:25 main:574] : INFO : Epoch 1557 | loss: 0.0312422 | val_loss: 0.0312461 | Time: 1723 ms [2021-05-11 14:15:27 main:574] : INFO : Epoch 1558 | loss: 0.0312449 | val_loss: 0.0312429 | Time: 1698.73 ms [2021-05-11 14:15:28 main:574] : INFO : Epoch 1559 | loss: 0.0312434 | val_loss: 0.0312422 | Time: 1699.18 ms [2021-05-11 14:15:30 main:574] : INFO : Epoch 1560 | loss: 0.0312426 | val_loss: 0.0312463 | Time: 1697.81 ms [2021-05-11 14:15:32 main:574] : INFO : Epoch 1561 | loss: 0.0312461 | val_loss: 0.0312458 | Time: 1725.33 ms [2021-05-11 14:15:33 main:574] : INFO : Epoch 1562 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 1686.43 ms [2021-05-11 14:15:35 main:574] : INFO : Epoch 1563 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 1704.88 ms [2021-05-11 14:15:37 main:574] : INFO : Epoch 1564 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 1716.75 ms [2021-05-11 14:15:39 main:574] : INFO : Epoch 1565 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 1710.24 ms [2021-05-11 14:15:40 main:574] : INFO : Epoch 1566 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 1697.07 ms [2021-05-11 14:15:42 main:574] : INFO : Epoch 1567 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 1721.81 ms [2021-05-11 14:15:44 main:574] : INFO : Epoch 1568 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 1674.59 ms [2021-05-11 14:15:46 main:574] : INFO : Epoch 1569 | loss: 0.0312436 | val_loss: 0.0312448 | Time: 1710.62 ms [2021-05-11 14:15:47 main:574] : INFO : Epoch 1570 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1688.41 ms [2021-05-11 14:15:49 main:574] : INFO : Epoch 1571 | loss: 0.0312431 | val_loss: 0.0312452 | Time: 1709.57 ms [2021-05-11 14:15:51 main:574] : INFO : Epoch 1572 | loss: 0.0312448 | val_loss: 0.0312478 | Time: 1704.1 ms [2021-05-11 14:15:52 main:574] : INFO : Epoch 1573 | loss: 0.0312475 | val_loss: 0.0312491 | Time: 1703.48 ms [2021-05-11 14:15:54 main:574] : INFO : Epoch 1574 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 1684.39 ms [2021-05-11 14:15:56 main:574] : INFO : Epoch 1575 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 1712.93 ms [2021-05-11 14:15:58 main:574] : INFO : Epoch 1576 | loss: 0.0312424 | val_loss: 0.0312478 | Time: 1702.31 ms [2021-05-11 14:15:59 main:574] : INFO : Epoch 1577 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1687.78 ms [2021-05-11 14:16:01 main:574] : INFO : Epoch 1578 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 1723.26 ms [2021-05-11 14:16:03 main:574] : INFO : Epoch 1579 | loss: 0.0312431 | val_loss: 0.031243 | Time: 1671.62 ms [2021-05-11 14:16:04 main:574] : INFO : Epoch 1580 | loss: 0.0312446 | val_loss: 0.0312495 | Time: 1685.5 ms [2021-05-11 14:16:06 main:574] : INFO : Epoch 1581 | loss: 0.0312478 | val_loss: 0.0312452 | Time: 1692.76 ms [2021-05-11 14:16:08 main:574] : INFO : Epoch 1582 | loss: 0.0312453 | val_loss: 0.0312559 | Time: 1704.01 ms [2021-05-11 14:16:10 main:574] : INFO : Epoch 1583 | loss: 0.0312472 | val_loss: 0.0312439 | Time: 1695.64 ms [2021-05-11 14:16:11 main:574] : INFO : Epoch 1584 | loss: 0.0312436 | val_loss: 0.0312449 | Time: 1720.34 ms [2021-05-11 14:16:13 main:574] : INFO : Epoch 1585 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 1669.23 ms [2021-05-11 14:16:15 main:574] : INFO : Epoch 1586 | loss: 0.0312421 | val_loss: 0.0312452 | Time: 1691.98 ms [2021-05-11 14:16:17 main:574] : INFO : Epoch 1587 | loss: 0.0312445 | val_loss: 0.0312435 | Time: 1718.07 ms [2021-05-11 14:16:18 main:574] : INFO : Epoch 1588 | loss: 0.0312436 | val_loss: 0.0312449 | Time: 1687.11 ms [2021-05-11 14:16:20 main:574] : INFO : Epoch 1589 | loss: 0.0312423 | val_loss: 0.0312433 | Time: 1702.76 ms [2021-05-11 14:16:22 main:574] : INFO : Epoch 1590 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 1712.84 ms [2021-05-11 14:16:23 main:574] : INFO : Epoch 1591 | loss: 0.031244 | val_loss: 0.031253 | Time: 1655.54 ms [2021-05-11 14:16:25 main:574] : INFO : Epoch 1592 | loss: 0.0312491 | val_loss: 0.0312459 | Time: 1711.28 ms [2021-05-11 14:16:27 main:574] : INFO : Epoch 1593 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 1715.03 ms [2021-05-11 14:16:29 main:574] : INFO : Epoch 1594 | loss: 0.0312432 | val_loss: 0.0312444 | Time: 1727.98 ms [2021-05-11 14:16:30 main:574] : INFO : Epoch 1595 | loss: 0.031244 | val_loss: 0.0312437 | Time: 1718.66 ms [2021-05-11 14:16:32 main:574] : INFO : Epoch 1596 | loss: 0.0312443 | val_loss: 0.0312433 | Time: 1700.19 ms [2021-05-11 14:16:34 main:574] : INFO : Epoch 1597 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 1668.21 ms [2021-05-11 14:16:36 main:574] : INFO : Epoch 1598 | loss: 0.0312446 | val_loss: 0.0312459 | Time: 1710.07 ms [2021-05-11 14:16:37 main:574] : INFO : Epoch 1599 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 1686.61 ms [2021-05-11 14:16:39 main:574] : INFO : Epoch 1600 | loss: 0.031242 | val_loss: 0.031243 | Time: 1697.19 ms [2021-05-11 14:16:41 main:574] : INFO : Epoch 1601 | loss: 0.0312438 | val_loss: 0.0312435 | Time: 1729.75 ms [2021-05-11 14:16:42 main:574] : INFO : Epoch 1602 | loss: 0.0312437 | val_loss: 0.0312427 | Time: 1680.77 ms [2021-05-11 14:16:44 main:574] : INFO : Epoch 1603 | loss: 0.0312447 | val_loss: 0.0312422 | Time: 1698.9 ms [2021-05-11 14:16:46 main:574] : INFO : Epoch 1604 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 1743.89 ms [2021-05-11 14:16:48 main:574] : INFO : Epoch 1605 | loss: 0.0312436 | val_loss: 0.0312422 | Time: 1737.09 ms [2021-05-11 14:16:49 main:574] : INFO : Epoch 1606 | loss: 0.0312434 | val_loss: 0.0312425 | Time: 1716.7 ms [2021-05-11 14:16:51 main:574] : INFO : Epoch 1607 | loss: 0.031244 | val_loss: 0.0312448 | Time: 1710.5 ms [2021-05-11 14:16:53 main:574] : INFO : Epoch 1608 | loss: 0.0312428 | val_loss: 0.0312417 | Time: 1671.52 ms [2021-05-11 14:16:55 main:574] : INFO : Epoch 1609 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 1684.96 ms [2021-05-11 14:16:56 main:574] : INFO : Epoch 1610 | loss: 0.0312434 | val_loss: 0.0312451 | Time: 1722.1 ms [2021-05-11 14:16:58 main:574] : INFO : Epoch 1611 | loss: 0.0312445 | val_loss: 0.0312434 | Time: 1671.07 ms [2021-05-11 14:17:00 main:574] : INFO : Epoch 1612 | loss: 0.0312436 | val_loss: 0.0312473 | Time: 1680.59 ms [2021-05-11 14:17:01 main:574] : INFO : Epoch 1613 | loss: 0.0312434 | val_loss: 0.0312479 | Time: 1711.96 ms [2021-05-11 14:17:03 main:574] : INFO : Epoch 1614 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 1651.9 ms [2021-05-11 14:17:05 main:574] : INFO : Epoch 1615 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1694.31 ms [2021-05-11 14:17:07 main:574] : INFO : Epoch 1616 | loss: 0.0312423 | val_loss: 0.0312418 | Time: 1710.63 ms [2021-05-11 14:17:08 main:574] : INFO : Epoch 1617 | loss: 0.0312433 | val_loss: 0.0312447 | Time: 1699.87 ms [2021-05-11 14:17:10 main:574] : INFO : Epoch 1618 | loss: 0.0312434 | val_loss: 0.0312443 | Time: 1708.05 ms [2021-05-11 14:17:12 main:574] : INFO : Epoch 1619 | loss: 0.031243 | val_loss: 0.0312441 | Time: 1688.77 ms [2021-05-11 14:17:13 main:574] : INFO : Epoch 1620 | loss: 0.0312428 | val_loss: 0.0312418 | Time: 1662.86 ms [2021-05-11 14:17:15 main:574] : INFO : Epoch 1621 | loss: 0.0312429 | val_loss: 0.0312458 | Time: 1719.65 ms [2021-05-11 14:17:17 main:574] : INFO : Epoch 1622 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 1713.24 ms [2021-05-11 14:17:19 main:574] : INFO : Epoch 1623 | loss: 0.0312433 | val_loss: 0.0312461 | Time: 1695.75 ms [2021-05-11 14:17:20 main:574] : INFO : Epoch 1624 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 1716.38 ms [2021-05-11 14:17:22 main:574] : INFO : Epoch 1625 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1709.04 ms [2021-05-11 14:17:24 main:574] : INFO : Epoch 1626 | loss: 0.0312446 | val_loss: 0.031242 | Time: 1654.6 ms [2021-05-11 14:17:26 main:574] : INFO : Epoch 1627 | loss: 0.031242 | val_loss: 0.0312424 | Time: 1712.51 ms [2021-05-11 14:17:27 main:574] : INFO : Epoch 1628 | loss: 0.0312428 | val_loss: 0.031244 | Time: 1709.96 ms [2021-05-11 14:17:29 main:574] : INFO : Epoch 1629 | loss: 0.031242 | val_loss: 0.031242 | Time: 1687.22 ms [2021-05-11 14:17:31 main:574] : INFO : Epoch 1630 | loss: 0.031242 | val_loss: 0.0312426 | Time: 1737.42 ms [2021-05-11 14:17:32 main:574] : INFO : Epoch 1631 | loss: 0.0312419 | val_loss: 0.0312448 | Time: 1677.2 ms [2021-05-11 14:17:34 main:574] : INFO : Epoch 1632 | loss: 0.0312434 | val_loss: 0.0312446 | Time: 1684.27 ms [2021-05-11 14:17:36 main:574] : INFO : Epoch 1633 | loss: 0.0312425 | val_loss: 0.0312464 | Time: 1697.61 ms [2021-05-11 14:17:38 main:574] : INFO : Epoch 1634 | loss: 0.0312443 | val_loss: 0.0312477 | Time: 1709.47 ms [2021-05-11 14:17:39 main:574] : INFO : Epoch 1635 | loss: 0.0312477 | val_loss: 0.0312451 | Time: 1729.96 ms [2021-05-11 14:17:41 main:574] : INFO : Epoch 1636 | loss: 0.0312474 | val_loss: 0.0312455 | Time: 1709.38 ms [2021-05-11 14:17:43 main:574] : INFO : Epoch 1637 | loss: 0.0312456 | val_loss: 0.0312432 | Time: 1666.92 ms [2021-05-11 14:17:45 main:574] : INFO : Epoch 1638 | loss: 0.0312427 | val_loss: 0.031243 | Time: 1677.64 ms [2021-05-11 14:17:46 main:574] : INFO : Epoch 1639 | loss: 0.031243 | val_loss: 0.0312422 | Time: 1680.46 ms [2021-05-11 14:17:48 main:574] : INFO : Epoch 1640 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 1702.42 ms [2021-05-11 14:17:50 main:574] : INFO : Epoch 1641 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 1719.58 ms [2021-05-11 14:17:51 main:574] : INFO : Epoch 1642 | loss: 0.0312434 | val_loss: 0.0312425 | Time: 1727.05 ms [2021-05-11 14:17:53 main:574] : INFO : Epoch 1643 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 1661.81 ms [2021-05-11 14:17:55 main:574] : INFO : Epoch 1644 | loss: 0.0312433 | val_loss: 0.0312475 | Time: 1702.76 ms [2021-05-11 14:17:57 main:574] : INFO : Epoch 1645 | loss: 0.031244 | val_loss: 0.0312438 | Time: 1686.03 ms [2021-05-11 14:17:58 main:574] : INFO : Epoch 1646 | loss: 0.0312427 | val_loss: 0.0312432 | Time: 1751.28 ms [2021-05-11 14:18:00 main:574] : INFO : Epoch 1647 | loss: 0.0312433 | val_loss: 0.0312423 | Time: 1703.16 ms [2021-05-11 14:18:02 main:574] : INFO : Epoch 1648 | loss: 0.0312423 | val_loss: 0.0312421 | Time: 1745.13 ms [2021-05-11 14:18:04 main:574] : INFO : Epoch 1649 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 1677.69 ms [2021-05-11 14:18:05 main:574] : INFO : Epoch 1650 | loss: 0.0312441 | val_loss: 0.0312426 | Time: 1720.92 ms [2021-05-11 14:18:07 main:574] : INFO : Epoch 1651 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1693 ms [2021-05-11 14:18:09 main:574] : INFO : Epoch 1652 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 1703.1 ms [2021-05-11 14:18:11 main:574] : INFO : Epoch 1653 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 1739.05 ms [2021-05-11 14:18:12 main:574] : INFO : Epoch 1654 | loss: 0.0312431 | val_loss: 0.0312474 | Time: 1708.22 ms [2021-05-11 14:18:14 main:574] : INFO : Epoch 1655 | loss: 0.0312433 | val_loss: 0.0312422 | Time: 1685.66 ms [2021-05-11 14:18:16 main:574] : INFO : Epoch 1656 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 1730.24 ms [2021-05-11 14:18:17 main:574] : INFO : Epoch 1657 | loss: 0.0312428 | val_loss: 0.0312417 | Time: 1717.18 ms [2021-05-11 14:18:19 main:574] : INFO : Epoch 1658 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 1689.99 ms [2021-05-11 14:18:21 main:574] : INFO : Epoch 1659 | loss: 0.0312417 | val_loss: 0.0312419 | Time: 1699.9 ms [2021-05-11 14:18:23 main:574] : INFO : Epoch 1660 | loss: 0.0312431 | val_loss: 0.0312442 | Time: 1685.99 ms [2021-05-11 14:18:24 main:574] : INFO : Epoch 1661 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 1716.19 ms [2021-05-11 14:18:26 main:574] : INFO : Epoch 1662 | loss: 0.0312434 | val_loss: 0.0312417 | Time: 1717.13 ms [2021-05-11 14:18:28 main:574] : INFO : Epoch 1663 | loss: 0.0312427 | val_loss: 0.031245 | Time: 1717.99 ms [2021-05-11 14:18:30 main:574] : INFO : Epoch 1664 | loss: 0.0312428 | val_loss: 0.0312478 | Time: 1736.83 ms [2021-05-11 14:18:31 main:574] : INFO : Epoch 1665 | loss: 0.0312426 | val_loss: 0.0312418 | Time: 1702.74 ms [2021-05-11 14:18:33 main:574] : INFO : Epoch 1666 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1655.64 ms [2021-05-11 14:18:35 main:574] : INFO : Epoch 1667 | loss: 0.0312437 | val_loss: 0.0312464 | Time: 1707.56 ms [2021-05-11 14:18:36 main:574] : INFO : Epoch 1668 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 1701.14 ms [2021-05-11 14:18:38 main:574] : INFO : Epoch 1669 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 1715.61 ms [2021-05-11 14:18:40 main:574] : INFO : Epoch 1670 | loss: 0.0312443 | val_loss: 0.0312475 | Time: 1690.46 ms [2021-05-11 14:18:42 main:574] : INFO : Epoch 1671 | loss: 0.0312434 | val_loss: 0.0312433 | Time: 1725.77 ms [2021-05-11 14:18:43 main:574] : INFO : Epoch 1672 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 1684.25 ms [2021-05-11 14:18:45 main:574] : INFO : Epoch 1673 | loss: 0.0312429 | val_loss: 0.0312481 | Time: 1695.1 ms [2021-05-11 14:18:47 main:574] : INFO : Epoch 1674 | loss: 0.0312444 | val_loss: 0.0312425 | Time: 1727.54 ms [2021-05-11 14:18:49 main:574] : INFO : Epoch 1675 | loss: 0.0312436 | val_loss: 0.0312475 | Time: 1710.94 ms [2021-05-11 14:18:50 main:574] : INFO : Epoch 1676 | loss: 0.0312447 | val_loss: 0.0312422 | Time: 1731.26 ms [2021-05-11 14:18:52 main:574] : INFO : Epoch 1677 | loss: 0.0312445 | val_loss: 0.0312505 | Time: 1716.19 ms [2021-05-11 14:18:54 main:574] : INFO : Epoch 1678 | loss: 0.0312438 | val_loss: 0.0312446 | Time: 1672.22 ms [2021-05-11 14:18:56 main:574] : INFO : Epoch 1679 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 1692.11 ms [2021-05-11 14:18:57 main:574] : INFO : Epoch 1680 | loss: 0.0312438 | val_loss: 0.0312472 | Time: 1702.59 ms [2021-05-11 14:18:59 main:574] : INFO : Epoch 1681 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 1694.76 ms [2021-05-11 14:19:01 main:574] : INFO : Epoch 1682 | loss: 0.0312434 | val_loss: 0.0312426 | Time: 1694.64 ms [2021-05-11 14:19:02 main:574] : INFO : Epoch 1683 | loss: 0.0312421 | val_loss: 0.0312442 | Time: 1666.2 ms [2021-05-11 14:19:04 main:574] : INFO : Epoch 1684 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 1699.36 ms [2021-05-11 14:19:06 main:574] : INFO : Epoch 1685 | loss: 0.0312441 | val_loss: 0.0312433 | Time: 1712.26 ms [2021-05-11 14:19:08 main:574] : INFO : Epoch 1686 | loss: 0.0312445 | val_loss: 0.0312428 | Time: 1708.21 ms [2021-05-11 14:19:09 main:574] : INFO : Epoch 1687 | loss: 0.031243 | val_loss: 0.0312437 | Time: 1687.91 ms [2021-05-11 14:19:11 main:574] : INFO : Epoch 1688 | loss: 0.0312458 | val_loss: 0.0312447 | Time: 1713.54 ms [2021-05-11 14:19:13 main:574] : INFO : Epoch 1689 | loss: 0.0312425 | val_loss: 0.0312436 | Time: 1680.59 ms [2021-05-11 14:19:15 main:574] : INFO : Epoch 1690 | loss: 0.0312426 | val_loss: 0.0312421 | Time: 1705.18 ms [2021-05-11 14:19:16 main:574] : INFO : Epoch 1691 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 1709.7 ms [2021-05-11 14:19:18 main:574] : INFO : Epoch 1692 | loss: 0.0312445 | val_loss: 0.0312473 | Time: 1745.48 ms [2021-05-11 14:19:20 main:574] : INFO : Epoch 1693 | loss: 0.0312433 | val_loss: 0.0312463 | Time: 1711.83 ms [2021-05-11 14:19:22 main:574] : INFO : Epoch 1694 | loss: 0.0312437 | val_loss: 0.0312474 | Time: 1745.69 ms [2021-05-11 14:19:23 main:574] : INFO : Epoch 1695 | loss: 0.0312463 | val_loss: 0.0312432 | Time: 1685.47 ms [2021-05-11 14:19:25 main:574] : INFO : Epoch 1696 | loss: 0.0312427 | val_loss: 0.0312416 | Time: 1720.79 ms [2021-05-11 14:19:27 main:574] : INFO : Epoch 1697 | loss: 0.0312426 | val_loss: 0.0312439 | Time: 1722.43 ms [2021-05-11 14:19:29 main:574] : INFO : Epoch 1698 | loss: 0.0312427 | val_loss: 0.031243 | Time: 1706.94 ms [2021-05-11 14:19:30 main:574] : INFO : Epoch 1699 | loss: 0.0312421 | val_loss: 0.031247 | Time: 1693.04 ms [2021-05-11 14:19:32 main:574] : INFO : Epoch 1700 | loss: 0.0312443 | val_loss: 0.031243 | Time: 1693.92 ms [2021-05-11 14:19:34 main:574] : INFO : Epoch 1701 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 1679.86 ms [2021-05-11 14:19:36 main:574] : INFO : Epoch 1702 | loss: 0.031242 | val_loss: 0.0312423 | Time: 1695.12 ms [2021-05-11 14:19:37 main:574] : INFO : Epoch 1703 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 1730.34 ms [2021-05-11 14:19:39 main:574] : INFO : Epoch 1704 | loss: 0.0312435 | val_loss: 0.0312423 | Time: 1707.58 ms [2021-05-11 14:19:41 main:574] : INFO : Epoch 1705 | loss: 0.0312443 | val_loss: 0.0312443 | Time: 1698.56 ms [2021-05-11 14:19:42 main:574] : INFO : Epoch 1706 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 1687.35 ms [2021-05-11 14:19:44 main:574] : INFO : Epoch 1707 | loss: 0.0312435 | val_loss: 0.0312423 | Time: 1660.35 ms [2021-05-11 14:19:46 main:574] : INFO : Epoch 1708 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 1707.29 ms [2021-05-11 14:19:48 main:574] : INFO : Epoch 1709 | loss: 0.0312421 | val_loss: 0.031242 | Time: 1706.3 ms [2021-05-11 14:19:49 main:574] : INFO : Epoch 1710 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 1720.28 ms [2021-05-11 14:19:51 main:574] : INFO : Epoch 1711 | loss: 0.031242 | val_loss: 0.031245 | Time: 1694.88 ms [2021-05-11 14:19:53 main:574] : INFO : Epoch 1712 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 1686.32 ms [2021-05-11 14:19:54 main:574] : INFO : Epoch 1713 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 1689.58 ms [2021-05-11 14:19:56 main:574] : INFO : Epoch 1714 | loss: 0.0312426 | val_loss: 0.0312429 | Time: 1718.62 ms [2021-05-11 14:19:58 main:574] : INFO : Epoch 1715 | loss: 0.0312424 | val_loss: 0.0312416 | Time: 1705.93 ms [2021-05-11 14:20:00 main:574] : INFO : Epoch 1716 | loss: 0.031242 | val_loss: 0.0312445 | Time: 1711.41 ms [2021-05-11 14:20:01 main:574] : INFO : Epoch 1717 | loss: 0.0312428 | val_loss: 0.0312419 | Time: 1706.57 ms [2021-05-11 14:20:03 main:574] : INFO : Epoch 1718 | loss: 0.0312423 | val_loss: 0.0312418 | Time: 1657.61 ms [2021-05-11 14:20:05 main:574] : INFO : Epoch 1719 | loss: 0.0312429 | val_loss: 0.0312482 | Time: 1702.45 ms [2021-05-11 14:20:07 main:574] : INFO : Epoch 1720 | loss: 0.0312427 | val_loss: 0.0312432 | Time: 1710.39 ms [2021-05-11 14:20:08 main:574] : INFO : Epoch 1721 | loss: 0.031243 | val_loss: 0.0312421 | Time: 1690.81 ms [2021-05-11 14:20:10 main:574] : INFO : Epoch 1722 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 1693.68 ms [2021-05-11 14:20:12 main:574] : INFO : Epoch 1723 | loss: 0.0312504 | val_loss: 0.0312567 | Time: 1692.84 ms [2021-05-11 14:20:13 main:574] : INFO : Epoch 1724 | loss: 0.0312481 | val_loss: 0.0312433 | Time: 1686.16 ms [2021-05-11 14:20:15 main:574] : INFO : Epoch 1725 | loss: 0.0312432 | val_loss: 0.0312444 | Time: 1720.4 ms [2021-05-11 14:20:17 main:574] : INFO : Epoch 1726 | loss: 0.0312434 | val_loss: 0.0312422 | Time: 1706.92 ms [2021-05-11 14:20:19 main:574] : INFO : Epoch 1727 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 1711.1 ms [2021-05-11 14:20:20 main:574] : INFO : Epoch 1728 | loss: 0.0312444 | val_loss: 0.0312452 | Time: 1715.87 ms [2021-05-11 14:20:22 main:574] : INFO : Epoch 1729 | loss: 0.0312436 | val_loss: 0.031243 | Time: 1713.34 ms [2021-05-11 14:20:24 main:574] : INFO : Epoch 1730 | loss: 0.0312446 | val_loss: 0.031249 | Time: 1685.68 ms [2021-05-11 14:20:26 main:574] : INFO : Epoch 1731 | loss: 0.0312433 | val_loss: 0.0312443 | Time: 1693.93 ms [2021-05-11 14:20:27 main:574] : INFO : Epoch 1732 | loss: 0.0312431 | val_loss: 0.0312443 | Time: 1714.45 ms [2021-05-11 14:20:29 main:574] : INFO : Epoch 1733 | loss: 0.0312442 | val_loss: 0.0312444 | Time: 1717.28 ms [2021-05-11 14:20:31 main:574] : INFO : Epoch 1734 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 1694.59 ms [2021-05-11 14:20:33 main:574] : INFO : Epoch 1735 | loss: 0.0312432 | val_loss: 0.0312452 | Time: 1688.19 ms [2021-05-11 14:20:34 main:574] : INFO : Epoch 1736 | loss: 0.0312442 | val_loss: 0.0312429 | Time: 1661.39 ms [2021-05-11 14:20:36 main:574] : INFO : Epoch 1737 | loss: 0.031244 | val_loss: 0.0312428 | Time: 1708.48 ms [2021-05-11 14:20:38 main:574] : INFO : Epoch 1738 | loss: 0.0312421 | val_loss: 0.0312417 | Time: 1683.74 ms [2021-05-11 14:20:39 main:574] : INFO : Epoch 1739 | loss: 0.031242 | val_loss: 0.0312424 | Time: 1723.77 ms [2021-05-11 14:20:41 main:574] : INFO : Epoch 1740 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 1741.78 ms [2021-05-11 14:20:43 main:574] : INFO : Epoch 1741 | loss: 0.0312422 | val_loss: 0.0312441 | Time: 1666.01 ms [2021-05-11 14:20:45 main:574] : INFO : Epoch 1742 | loss: 0.0312427 | val_loss: 0.0312439 | Time: 1673.06 ms [2021-05-11 14:20:46 main:574] : INFO : Epoch 1743 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 1716.23 ms [2021-05-11 14:20:48 main:574] : INFO : Epoch 1744 | loss: 0.031242 | val_loss: 0.0312429 | Time: 1689.56 ms [2021-05-11 14:20:50 main:574] : INFO : Epoch 1745 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 1690.75 ms [2021-05-11 14:20:51 main:574] : INFO : Epoch 1746 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 1709.68 ms [2021-05-11 14:20:53 main:574] : INFO : Epoch 1747 | loss: 0.0312418 | val_loss: 0.031243 | Time: 1650.88 ms [2021-05-11 14:20:55 main:574] : INFO : Epoch 1748 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 1712 ms [2021-05-11 14:20:57 main:574] : INFO : Epoch 1749 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 1700.94 ms [2021-05-11 14:20:58 main:574] : INFO : Epoch 1750 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 1700.95 ms [2021-05-11 14:21:00 main:574] : INFO : Epoch 1751 | loss: 0.0312423 | val_loss: 0.031243 | Time: 1712.41 ms [2021-05-11 14:21:02 main:574] : INFO : Epoch 1752 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 1713.62 ms [2021-05-11 14:21:04 main:574] : INFO : Epoch 1753 | loss: 0.031243 | val_loss: 0.0312431 | Time: 1658.62 ms [2021-05-11 14:21:05 main:574] : INFO : Epoch 1754 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 1728.31 ms [2021-05-11 14:21:07 main:574] : INFO : Epoch 1755 | loss: 0.0312434 | val_loss: 0.0312429 | Time: 1704.59 ms [2021-05-11 14:21:09 main:574] : INFO : Epoch 1756 | loss: 0.0312435 | val_loss: 0.0312448 | Time: 1703.48 ms [2021-05-11 14:21:10 main:574] : INFO : Epoch 1757 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 1697.99 ms [2021-05-11 14:21:12 main:574] : INFO : Epoch 1758 | loss: 0.0312424 | val_loss: 0.0312458 | Time: 1691.1 ms [2021-05-11 14:21:14 main:574] : INFO : Epoch 1759 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 1653.79 ms [2021-05-11 14:21:16 main:574] : INFO : Epoch 1760 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 1691.01 ms [2021-05-11 14:21:17 main:574] : INFO : Epoch 1761 | loss: 0.0312418 | val_loss: 0.0312418 | Time: 1689.78 ms [2021-05-11 14:21:19 main:574] : INFO : Epoch 1762 | loss: 0.0312426 | val_loss: 0.0312447 | Time: 1730.06 ms [2021-05-11 14:21:21 main:574] : INFO : Epoch 1763 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 1692.22 ms [2021-05-11 14:21:23 main:574] : INFO : Epoch 1764 | loss: 0.0312427 | val_loss: 0.0312418 | Time: 1711.05 ms [2021-05-11 14:21:24 main:574] : INFO : Epoch 1765 | loss: 0.0312422 | val_loss: 0.0312419 | Time: 1681.95 ms [2021-05-11 14:21:26 main:574] : INFO : Epoch 1766 | loss: 0.031242 | val_loss: 0.0312438 | Time: 1691.01 ms [2021-05-11 14:21:28 main:574] : INFO : Epoch 1767 | loss: 0.0312431 | val_loss: 0.0312423 | Time: 1689.7 ms [2021-05-11 14:21:29 main:574] : INFO : Epoch 1768 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 1683.8 ms [2021-05-11 14:21:31 main:574] : INFO : Epoch 1769 | loss: 0.0312423 | val_loss: 0.0312442 | Time: 1694.35 ms [2021-05-11 14:21:33 main:574] : INFO : Epoch 1770 | loss: 0.0312428 | val_loss: 0.0312438 | Time: 1656.78 ms [2021-05-11 14:21:34 main:574] : INFO : Epoch 1771 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 1676.6 ms [2021-05-11 14:21:36 main:574] : INFO : Epoch 1772 | loss: 0.0312445 | val_loss: 0.031243 | Time: 1768.63 ms [2021-05-11 14:21:38 main:574] : INFO : Epoch 1773 | loss: 0.0312454 | val_loss: 0.0312418 | Time: 1723.15 ms [2021-05-11 14:21:40 main:574] : INFO : Epoch 1774 | loss: 0.0312432 | val_loss: 0.0312452 | Time: 1698.81 ms [2021-05-11 14:21:41 main:574] : INFO : Epoch 1775 | loss: 0.0312419 | val_loss: 0.0312434 | Time: 1707.06 ms [2021-05-11 14:21:43 main:574] : INFO : Epoch 1776 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 1653.83 ms [2021-05-11 14:21:45 main:574] : INFO : Epoch 1777 | loss: 0.031243 | val_loss: 0.0312428 | Time: 1688.29 ms [2021-05-11 14:21:47 main:574] : INFO : Epoch 1778 | loss: 0.0312438 | val_loss: 0.0312449 | Time: 1728.97 ms [2021-05-11 14:21:48 main:574] : INFO : Epoch 1779 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 1704.58 ms [2021-05-11 14:21:50 main:574] : INFO : Epoch 1780 | loss: 0.0312435 | val_loss: 0.0312422 | Time: 1674.82 ms [2021-05-11 14:21:52 main:574] : INFO : Epoch 1781 | loss: 0.0312439 | val_loss: 0.0312435 | Time: 1690.43 ms [2021-05-11 14:21:53 main:574] : INFO : Epoch 1782 | loss: 0.0312426 | val_loss: 0.0312459 | Time: 1691.89 ms [2021-05-11 14:21:55 main:574] : INFO : Epoch 1783 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 1723.02 ms [2021-05-11 14:21:57 main:574] : INFO : Epoch 1784 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 1713.6 ms [2021-05-11 14:21:59 main:574] : INFO : Epoch 1785 | loss: 0.0312432 | val_loss: 0.0312457 | Time: 1699.56 ms [2021-05-11 14:22:01 main:574] : INFO : Epoch 1786 | loss: 0.0312444 | val_loss: 0.0312416 | Time: 1733.62 ms [2021-05-11 14:22:02 main:574] : INFO : Epoch 1787 | loss: 0.0312421 | val_loss: 0.0312442 | Time: 1685.84 ms [2021-05-11 14:22:04 main:574] : INFO : Epoch 1788 | loss: 0.0312425 | val_loss: 0.0312471 | Time: 1666.22 ms [2021-05-11 14:22:06 main:574] : INFO : Epoch 1789 | loss: 0.0312457 | val_loss: 0.0312465 | Time: 1702.44 ms [2021-05-11 14:22:07 main:574] : INFO : Epoch 1790 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1686.05 ms [2021-05-11 14:22:09 main:574] : INFO : Epoch 1791 | loss: 0.0312455 | val_loss: 0.0312484 | Time: 1720.08 ms [2021-05-11 14:22:11 main:574] : INFO : Epoch 1792 | loss: 0.0312447 | val_loss: 0.0312428 | Time: 1694.98 ms [2021-05-11 14:22:13 main:574] : INFO : Epoch 1793 | loss: 0.0312431 | val_loss: 0.0312422 | Time: 1680.49 ms [2021-05-11 14:22:14 main:574] : INFO : Epoch 1794 | loss: 0.0312442 | val_loss: 0.0312423 | Time: 1696.73 ms [2021-05-11 14:22:16 main:574] : INFO : Epoch 1795 | loss: 0.0312423 | val_loss: 0.031244 | Time: 1706.42 ms [2021-05-11 14:22:18 main:574] : INFO : Epoch 1796 | loss: 0.0312448 | val_loss: 0.0312462 | Time: 1696.55 ms [2021-05-11 14:22:20 main:574] : INFO : Epoch 1797 | loss: 0.0312442 | val_loss: 0.0312429 | Time: 1705.13 ms [2021-05-11 14:22:21 main:574] : INFO : Epoch 1798 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 1684.76 ms [2021-05-11 14:22:23 main:574] : INFO : Epoch 1799 | loss: 0.031243 | val_loss: 0.0312427 | Time: 1676.67 ms [2021-05-11 14:22:25 main:574] : INFO : Epoch 1800 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 1696.11 ms [2021-05-11 14:22:26 main:574] : INFO : Epoch 1801 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 1698.26 ms [2021-05-11 14:22:28 main:574] : INFO : Epoch 1802 | loss: 0.0312427 | val_loss: 0.0312428 | Time: 1716.67 ms [2021-05-11 14:22:30 main:574] : INFO : Epoch 1803 | loss: 0.0312429 | val_loss: 0.0312443 | Time: 1721.13 ms [2021-05-11 14:22:32 main:574] : INFO : Epoch 1804 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 1714.02 ms [2021-05-11 14:22:33 main:574] : INFO : Epoch 1805 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 1674.91 ms [2021-05-11 14:22:35 main:574] : INFO : Epoch 1806 | loss: 0.0312432 | val_loss: 0.0312495 | Time: 1694.91 ms [2021-05-11 14:22:37 main:574] : INFO : Epoch 1807 | loss: 0.0312449 | val_loss: 0.0312433 | Time: 1708.97 ms [2021-05-11 14:22:39 main:574] : INFO : Epoch 1808 | loss: 0.0312432 | val_loss: 0.031244 | Time: 1733.54 ms [2021-05-11 14:22:40 main:574] : INFO : Epoch 1809 | loss: 0.0312431 | val_loss: 0.0312419 | Time: 1729.99 ms [2021-05-11 14:22:42 main:574] : INFO : Epoch 1810 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 1697.97 ms [2021-05-11 14:22:44 main:574] : INFO : Epoch 1811 | loss: 0.0312426 | val_loss: 0.0312433 | Time: 1667.6 ms [2021-05-11 14:22:45 main:574] : INFO : Epoch 1812 | loss: 0.0312424 | val_loss: 0.0312432 | Time: 1706.34 ms [2021-05-11 14:22:47 main:574] : INFO : Epoch 1813 | loss: 0.031243 | val_loss: 0.0312482 | Time: 1711.46 ms [2021-05-11 14:22:49 main:574] : INFO : Epoch 1814 | loss: 0.0312432 | val_loss: 0.031246 | Time: 1712.39 ms [2021-05-11 14:22:51 main:574] : INFO : Epoch 1815 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 1716.78 ms [2021-05-11 14:22:52 main:574] : INFO : Epoch 1816 | loss: 0.0312426 | val_loss: 0.0312424 | Time: 1691.15 ms [2021-05-11 14:22:54 main:574] : INFO : Epoch 1817 | loss: 0.031242 | val_loss: 0.0312422 | Time: 1680.98 ms [2021-05-11 14:22:56 main:574] : INFO : Epoch 1818 | loss: 0.0312425 | val_loss: 0.0312422 | Time: 1731.97 ms [2021-05-11 14:22:58 main:574] : INFO : Epoch 1819 | loss: 0.0312431 | val_loss: 0.0312454 | Time: 1686.28 ms [2021-05-11 14:22:59 main:574] : INFO : Epoch 1820 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 1710.15 ms [2021-05-11 14:23:01 main:574] : INFO : Epoch 1821 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 1687.53 ms [2021-05-11 14:23:03 main:574] : INFO : Epoch 1822 | loss: 0.0312438 | val_loss: 0.0312451 | Time: 1660.34 ms [2021-05-11 14:23:05 main:574] : INFO : Epoch 1823 | loss: 0.0312429 | val_loss: 0.0312449 | Time: 1694.93 ms [2021-05-11 14:23:06 main:574] : INFO : Epoch 1824 | loss: 0.0312433 | val_loss: 0.0312489 | Time: 1723.41 ms [2021-05-11 14:23:08 main:574] : INFO : Epoch 1825 | loss: 0.0312458 | val_loss: 0.031244 | Time: 1704.6 ms [2021-05-11 14:23:10 main:574] : INFO : Epoch 1826 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1682.35 ms [2021-05-11 14:23:12 main:574] : INFO : Epoch 1827 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 1699.78 ms [2021-05-11 14:23:13 main:574] : INFO : Epoch 1828 | loss: 0.0312436 | val_loss: 0.0312428 | Time: 1678.42 ms [2021-05-11 14:23:15 main:574] : INFO : Epoch 1829 | loss: 0.0312445 | val_loss: 0.0312505 | Time: 1698.03 ms [2021-05-11 14:23:17 main:574] : INFO : Epoch 1830 | loss: 0.0312554 | val_loss: 0.0312579 | Time: 1711.17 ms [2021-05-11 14:23:19 main:574] : INFO : Epoch 1831 | loss: 0.0312502 | val_loss: 0.0312524 | Time: 1725.2 ms [2021-05-11 14:23:20 main:574] : INFO : Epoch 1832 | loss: 0.0312461 | val_loss: 0.0312432 | Time: 1721.28 ms [2021-05-11 14:23:22 main:574] : INFO : Epoch 1833 | loss: 0.0312437 | val_loss: 0.0312416 | Time: 1732.45 ms [2021-05-11 14:23:24 main:574] : INFO : Epoch 1834 | loss: 0.0312425 | val_loss: 0.0312455 | Time: 1681.89 ms [2021-05-11 14:23:26 main:574] : INFO : Epoch 1835 | loss: 0.0312428 | val_loss: 0.0312438 | Time: 1706.72 ms [2021-05-11 14:23:27 main:574] : INFO : Epoch 1836 | loss: 0.0312432 | val_loss: 0.0312451 | Time: 1690.48 ms [2021-05-11 14:23:29 main:574] : INFO : Epoch 1837 | loss: 0.0312448 | val_loss: 0.0312422 | Time: 1706.82 ms [2021-05-11 14:23:31 main:574] : INFO : Epoch 1838 | loss: 0.0312427 | val_loss: 0.031244 | Time: 1727.83 ms [2021-05-11 14:23:32 main:574] : INFO : Epoch 1839 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1674.79 ms [2021-05-11 14:23:34 main:574] : INFO : Epoch 1840 | loss: 0.0312431 | val_loss: 0.0312477 | Time: 1673.76 ms [2021-05-11 14:23:36 main:574] : INFO : Epoch 1841 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 1722.84 ms [2021-05-11 14:23:38 main:574] : INFO : Epoch 1842 | loss: 0.031242 | val_loss: 0.0312428 | Time: 1689.26 ms [2021-05-11 14:23:39 main:574] : INFO : Epoch 1843 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 1724.7 ms [2021-05-11 14:23:41 main:574] : INFO : Epoch 1844 | loss: 0.0312429 | val_loss: 0.031244 | Time: 1692.92 ms [2021-05-11 14:23:43 main:574] : INFO : Epoch 1845 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 1665.83 ms [2021-05-11 14:23:44 main:574] : INFO : Epoch 1846 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 1659.94 ms [2021-05-11 14:23:46 main:574] : INFO : Epoch 1847 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 1697.26 ms [2021-05-11 14:23:48 main:574] : INFO : Epoch 1848 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1718.75 ms [2021-05-11 14:23:50 main:574] : INFO : Epoch 1849 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 1712.15 ms [2021-05-11 14:23:51 main:574] : INFO : Epoch 1850 | loss: 0.0312442 | val_loss: 0.031243 | Time: 1700.53 ms [2021-05-11 14:23:53 main:574] : INFO : Epoch 1851 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 1669.49 ms [2021-05-11 14:23:55 main:574] : INFO : Epoch 1852 | loss: 0.0312427 | val_loss: 0.0312422 | Time: 1691.66 ms [2021-05-11 14:23:56 main:574] : INFO : Epoch 1853 | loss: 0.0312422 | val_loss: 0.0312447 | Time: 1707.7 ms [2021-05-11 14:23:58 main:574] : INFO : Epoch 1854 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 1710.94 ms [2021-05-11 14:24:00 main:574] : INFO : Epoch 1855 | loss: 0.0312433 | val_loss: 0.031244 | Time: 1705.98 ms [2021-05-11 14:24:02 main:574] : INFO : Epoch 1856 | loss: 0.0312426 | val_loss: 0.0312456 | Time: 1742.19 ms [2021-05-11 14:24:03 main:574] : INFO : Epoch 1857 | loss: 0.0312429 | val_loss: 0.0312452 | Time: 1690.45 ms [2021-05-11 14:24:05 main:574] : INFO : Epoch 1858 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 1706.22 ms [2021-05-11 14:24:07 main:574] : INFO : Epoch 1859 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 1698.13 ms [2021-05-11 14:24:09 main:574] : INFO : Epoch 1860 | loss: 0.0312422 | val_loss: 0.0312418 | Time: 1703.38 ms [2021-05-11 14:24:11 main:574] : INFO : Epoch 1861 | loss: 0.0312421 | val_loss: 0.0312433 | Time: 1729.47 ms [2021-05-11 14:24:12 main:574] : INFO : Epoch 1862 | loss: 0.0312419 | val_loss: 0.031247 | Time: 1714.26 ms [2021-05-11 14:24:14 main:574] : INFO : Epoch 1863 | loss: 0.031244 | val_loss: 0.0312445 | Time: 1668.45 ms [2021-05-11 14:24:16 main:574] : INFO : Epoch 1864 | loss: 0.0312446 | val_loss: 0.0312431 | Time: 1720.97 ms [2021-05-11 14:24:17 main:574] : INFO : Epoch 1865 | loss: 0.0312436 | val_loss: 0.0312453 | Time: 1706.81 ms [2021-05-11 14:24:19 main:574] : INFO : Epoch 1866 | loss: 0.0312452 | val_loss: 0.0312441 | Time: 1701.76 ms [2021-05-11 14:24:21 main:574] : INFO : Epoch 1867 | loss: 0.0312429 | val_loss: 0.0312417 | Time: 1705.7 ms [2021-05-11 14:24:23 main:574] : INFO : Epoch 1868 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 1669.06 ms [2021-05-11 14:24:24 main:574] : INFO : Epoch 1869 | loss: 0.0312427 | val_loss: 0.0312474 | Time: 1690.02 ms [2021-05-11 14:24:26 main:574] : INFO : Epoch 1870 | loss: 0.0312445 | val_loss: 0.0312424 | Time: 1686.45 ms [2021-05-11 14:24:28 main:574] : INFO : Epoch 1871 | loss: 0.0312429 | val_loss: 0.0312437 | Time: 1706.37 ms [2021-05-11 14:24:29 main:574] : INFO : Epoch 1872 | loss: 0.031243 | val_loss: 0.0312426 | Time: 1720.32 ms [2021-05-11 14:24:31 main:574] : INFO : Epoch 1873 | loss: 0.0312421 | val_loss: 0.0312438 | Time: 1716.9 ms [2021-05-11 14:24:33 main:574] : INFO : Epoch 1874 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 1663.32 ms [2021-05-11 14:24:35 main:574] : INFO : Epoch 1875 | loss: 0.0312427 | val_loss: 0.0312416 | Time: 1692.06 ms [2021-05-11 14:24:36 main:574] : INFO : Epoch 1876 | loss: 0.0312453 | val_loss: 0.0312459 | Time: 1687.48 ms [2021-05-11 14:24:38 main:574] : INFO : Epoch 1877 | loss: 0.0312447 | val_loss: 0.0312536 | Time: 1700.66 ms [2021-05-11 14:24:40 main:574] : INFO : Epoch 1878 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 1723.28 ms [2021-05-11 14:24:42 main:574] : INFO : Epoch 1879 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 1727.75 ms [2021-05-11 14:24:43 main:574] : INFO : Epoch 1880 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 1674.49 ms [2021-05-11 14:24:45 main:574] : INFO : Epoch 1881 | loss: 0.0312438 | val_loss: 0.0312415 | Time: 1721.61 ms [2021-05-11 14:24:47 main:574] : INFO : Epoch 1882 | loss: 0.0312454 | val_loss: 0.0312423 | Time: 1715.16 ms [2021-05-11 14:24:49 main:574] : INFO : Epoch 1883 | loss: 0.0312424 | val_loss: 0.0312461 | Time: 1702.96 ms [2021-05-11 14:24:50 main:574] : INFO : Epoch 1884 | loss: 0.0312445 | val_loss: 0.031243 | Time: 1707.31 ms [2021-05-11 14:24:52 main:574] : INFO : Epoch 1885 | loss: 0.0312439 | val_loss: 0.031243 | Time: 1701.2 ms [2021-05-11 14:24:54 main:574] : INFO : Epoch 1886 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 1679.84 ms [2021-05-11 14:24:55 main:574] : INFO : Epoch 1887 | loss: 0.0312436 | val_loss: 0.0312462 | Time: 1716.46 ms [2021-05-11 14:24:57 main:574] : INFO : Epoch 1888 | loss: 0.0312446 | val_loss: 0.0312427 | Time: 1693.55 ms [2021-05-11 14:24:59 main:574] : INFO : Epoch 1889 | loss: 0.0312436 | val_loss: 0.0312468 | Time: 1711.2 ms [2021-05-11 14:25:01 main:574] : INFO : Epoch 1890 | loss: 0.0312462 | val_loss: 0.0312454 | Time: 1713.94 ms [2021-05-11 14:25:02 main:574] : INFO : Epoch 1891 | loss: 0.0312474 | val_loss: 0.0312518 | Time: 1695.63 ms [2021-05-11 14:25:04 main:574] : INFO : Epoch 1892 | loss: 0.0312459 | val_loss: 0.0312513 | Time: 1686.98 ms [2021-05-11 14:25:06 main:574] : INFO : Epoch 1893 | loss: 0.0312466 | val_loss: 0.0312467 | Time: 1717.89 ms [2021-05-11 14:25:08 main:574] : INFO : Epoch 1894 | loss: 0.0312442 | val_loss: 0.031243 | Time: 1722.28 ms [2021-05-11 14:25:09 main:574] : INFO : Epoch 1895 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 1705.68 ms [2021-05-11 14:25:11 main:574] : INFO : Epoch 1896 | loss: 0.0312429 | val_loss: 0.0312416 | Time: 1713.8 ms [2021-05-11 14:25:13 main:574] : INFO : Epoch 1897 | loss: 0.0312438 | val_loss: 0.031243 | Time: 1688.1 ms [2021-05-11 14:25:14 main:574] : INFO : Epoch 1898 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 1688.72 ms [2021-05-11 14:25:16 main:574] : INFO : Epoch 1899 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 1725.32 ms [2021-05-11 14:25:18 main:574] : INFO : Epoch 1900 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 1723.77 ms [2021-05-11 14:25:20 main:574] : INFO : Epoch 1901 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 1747.77 ms [2021-05-11 14:25:21 main:574] : INFO : Epoch 1902 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 1721 ms [2021-05-11 14:25:23 main:574] : INFO : Epoch 1903 | loss: 0.0312435 | val_loss: 0.0312424 | Time: 1653.95 ms [2021-05-11 14:25:25 main:574] : INFO : Epoch 1904 | loss: 0.0312421 | val_loss: 0.0312497 | Time: 1691.76 ms [2021-05-11 14:25:27 main:574] : INFO : Epoch 1905 | loss: 0.0312437 | val_loss: 0.0312432 | Time: 1707.96 ms [2021-05-11 14:25:28 main:574] : INFO : Epoch 1906 | loss: 0.0312442 | val_loss: 0.0312455 | Time: 1723.36 ms [2021-05-11 14:25:30 main:574] : INFO : Epoch 1907 | loss: 0.0312427 | val_loss: 0.0312416 | Time: 1727.51 ms [2021-05-11 14:25:32 main:574] : INFO : Epoch 1908 | loss: 0.0312417 | val_loss: 0.031242 | Time: 1763.52 ms [2021-05-11 14:25:34 main:574] : INFO : Epoch 1909 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 1671.44 ms [2021-05-11 14:25:35 main:574] : INFO : Epoch 1910 | loss: 0.0312425 | val_loss: 0.0312447 | Time: 1721.95 ms [2021-05-11 14:25:37 main:574] : INFO : Epoch 1911 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 1726 ms [2021-05-11 14:25:39 main:574] : INFO : Epoch 1912 | loss: 0.031242 | val_loss: 0.0312451 | Time: 1721 ms [2021-05-11 14:25:41 main:574] : INFO : Epoch 1913 | loss: 0.0312433 | val_loss: 0.031244 | Time: 1697.47 ms [2021-05-11 14:25:42 main:574] : INFO : Epoch 1914 | loss: 0.0312446 | val_loss: 0.0312448 | Time: 1690.3 ms [2021-05-11 14:25:44 main:574] : INFO : Epoch 1915 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 1677.07 ms [2021-05-11 14:25:46 main:574] : INFO : Epoch 1916 | loss: 0.0312419 | val_loss: 0.0312416 | Time: 1737.06 ms [2021-05-11 14:25:47 main:574] : INFO : Epoch 1917 | loss: 0.0312422 | val_loss: 0.0312455 | Time: 1718.21 ms [2021-05-11 14:25:49 main:574] : INFO : Epoch 1918 | loss: 0.0312429 | val_loss: 0.031246 | Time: 1697.93 ms [2021-05-11 14:25:51 main:574] : INFO : Epoch 1919 | loss: 0.0312439 | val_loss: 0.0312419 | Time: 1714.33 ms [2021-05-11 14:25:53 main:574] : INFO : Epoch 1920 | loss: 0.0312431 | val_loss: 0.0312419 | Time: 1698.65 ms [2021-05-11 14:25:54 main:574] : INFO : Epoch 1921 | loss: 0.031243 | val_loss: 0.0312473 | Time: 1708.15 ms [2021-05-11 14:25:56 main:574] : INFO : Epoch 1922 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 1705.03 ms [2021-05-11 14:25:58 main:574] : INFO : Epoch 1923 | loss: 0.0312454 | val_loss: 0.0312469 | Time: 1727.46 ms [2021-05-11 14:26:00 main:574] : INFO : Epoch 1924 | loss: 0.031243 | val_loss: 0.0312433 | Time: 1691.71 ms [2021-05-11 14:26:02 main:574] : INFO : Epoch 1925 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 1727.07 ms [2021-05-11 14:26:03 main:574] : INFO : Epoch 1926 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 1671.79 ms [2021-05-11 14:26:05 main:574] : INFO : Epoch 1927 | loss: 0.0312418 | val_loss: 0.0312432 | Time: 1707.85 ms [2021-05-11 14:26:07 main:574] : INFO : Epoch 1928 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 1722.22 ms [2021-05-11 14:26:08 main:574] : INFO : Epoch 1929 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 1708.8 ms [2021-05-11 14:26:10 main:574] : INFO : Epoch 1930 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 1710.41 ms [2021-05-11 14:26:12 main:574] : INFO : Epoch 1931 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 1715.5 ms [2021-05-11 14:26:14 main:574] : INFO : Epoch 1932 | loss: 0.0312422 | val_loss: 0.031242 | Time: 1678.91 ms [2021-05-11 14:26:15 main:574] : INFO : Epoch 1933 | loss: 0.031242 | val_loss: 0.0312416 | Time: 1715.71 ms [2021-05-11 14:26:17 main:574] : INFO : Epoch 1934 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 1706.66 ms [2021-05-11 14:26:19 main:574] : INFO : Epoch 1935 | loss: 0.0312418 | val_loss: 0.0312436 | Time: 1700.47 ms [2021-05-11 14:26:21 main:574] : INFO : Epoch 1936 | loss: 0.0312425 | val_loss: 0.0312473 | Time: 1697.42 ms [2021-05-11 14:26:22 main:574] : INFO : Epoch 1937 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 1692.3 ms [2021-05-11 14:26:24 main:574] : INFO : Epoch 1938 | loss: 0.0312417 | val_loss: 0.0312435 | Time: 1706.43 ms [2021-05-11 14:26:26 main:574] : INFO : Epoch 1939 | loss: 0.031243 | val_loss: 0.0312432 | Time: 1737.08 ms [2021-05-11 14:26:28 main:574] : INFO : Epoch 1940 | loss: 0.0312424 | val_loss: 0.0312445 | Time: 1738.38 ms [2021-05-11 14:26:29 main:574] : INFO : Epoch 1941 | loss: 0.0312421 | val_loss: 0.031243 | Time: 1743.42 ms [2021-05-11 14:26:31 main:574] : INFO : Epoch 1942 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 1684.22 ms [2021-05-11 14:26:33 main:574] : INFO : Epoch 1943 | loss: 0.0312424 | val_loss: 0.0312459 | Time: 1667.85 ms [2021-05-11 14:26:34 main:574] : INFO : Epoch 1944 | loss: 0.0312436 | val_loss: 0.0312425 | Time: 1704.75 ms [2021-05-11 14:26:36 main:574] : INFO : Epoch 1945 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 1703.85 ms [2021-05-11 14:26:38 main:574] : INFO : Epoch 1946 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 1702.28 ms [2021-05-11 14:26:40 main:574] : INFO : Epoch 1947 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 1695.82 ms [2021-05-11 14:26:41 main:574] : INFO : Epoch 1948 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 1723.27 ms [2021-05-11 14:26:43 main:574] : INFO : Epoch 1949 | loss: 0.0312442 | val_loss: 0.0312434 | Time: 1670.13 ms [2021-05-11 14:26:45 main:574] : INFO : Epoch 1950 | loss: 0.0312452 | val_loss: 0.031244 | Time: 1716.2 ms [2021-05-11 14:26:47 main:574] : INFO : Epoch 1951 | loss: 0.0312429 | val_loss: 0.0312426 | Time: 1730.01 ms [2021-05-11 14:26:48 main:574] : INFO : Epoch 1952 | loss: 0.0312423 | val_loss: 0.0312446 | Time: 1729.02 ms [2021-05-11 14:26:50 main:574] : INFO : Epoch 1953 | loss: 0.0312439 | val_loss: 0.0312492 | Time: 1730.65 ms [2021-05-11 14:26:52 main:574] : INFO : Epoch 1954 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 1701.76 ms [2021-05-11 14:26:53 main:574] : INFO : Epoch 1955 | loss: 0.0312441 | val_loss: 0.0312419 | Time: 1668.65 ms [2021-05-11 14:26:55 main:574] : INFO : Epoch 1956 | loss: 0.0312428 | val_loss: 0.0312442 | Time: 1726.5 ms [2021-05-11 14:26:57 main:574] : INFO : Epoch 1957 | loss: 0.0312448 | val_loss: 0.0312479 | Time: 1705.72 ms [2021-05-11 14:26:59 main:574] : INFO : Epoch 1958 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 1714.74 ms [2021-05-11 14:27:00 main:574] : INFO : Epoch 1959 | loss: 0.031243 | val_loss: 0.0312421 | Time: 1701.17 ms [2021-05-11 14:27:02 main:574] : INFO : Epoch 1960 | loss: 0.0312434 | val_loss: 0.0312418 | Time: 1714.17 ms [2021-05-11 14:27:04 main:574] : INFO : Epoch 1961 | loss: 0.0312419 | val_loss: 0.0312419 | Time: 1668.36 ms [2021-05-11 14:27:06 main:574] : INFO : Epoch 1962 | loss: 0.031243 | val_loss: 0.0312421 | Time: 1685.43 ms [2021-05-11 14:27:07 main:574] : INFO : Epoch 1963 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 1706.23 ms [2021-05-11 14:27:09 main:574] : INFO : Epoch 1964 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 1702.34 ms [2021-05-11 14:27:11 main:574] : INFO : Epoch 1965 | loss: 0.0312418 | val_loss: 0.0312433 | Time: 1691.16 ms [2021-05-11 14:27:12 main:574] : INFO : Epoch 1966 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 1685.79 ms [2021-05-11 14:27:14 main:574] : INFO : Epoch 1967 | loss: 0.0312427 | val_loss: 0.0312441 | Time: 1696.91 ms [2021-05-11 14:27:16 main:574] : INFO : Epoch 1968 | loss: 0.0312428 | val_loss: 0.0312418 | Time: 1683.53 ms [2021-05-11 14:27:18 main:574] : INFO : Epoch 1969 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 1741.78 ms [2021-05-11 14:27:20 main:574] : INFO : Epoch 1970 | loss: 0.0312422 | val_loss: 0.0312418 | Time: 1726.77 ms [2021-05-11 14:27:21 main:574] : INFO : Epoch 1971 | loss: 0.0312424 | val_loss: 0.0312466 | Time: 1700.69 ms [2021-05-11 14:27:23 main:574] : INFO : Epoch 1972 | loss: 0.0312425 | val_loss: 0.031243 | Time: 1691.27 ms [2021-05-11 14:27:25 main:574] : INFO : Epoch 1973 | loss: 0.0312429 | val_loss: 0.0312422 | Time: 1715.77 ms [2021-05-11 14:27:26 main:574] : INFO : Epoch 1974 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 1713.23 ms [2021-05-11 14:27:28 main:574] : INFO : Epoch 1975 | loss: 0.0312427 | val_loss: 0.0312455 | Time: 1709.23 ms [2021-05-11 14:27:30 main:574] : INFO : Epoch 1976 | loss: 0.0312429 | val_loss: 0.0312438 | Time: 1705.6 ms [2021-05-11 14:27:32 main:574] : INFO : Epoch 1977 | loss: 0.0312432 | val_loss: 0.0312453 | Time: 1708.4 ms [2021-05-11 14:27:33 main:574] : INFO : Epoch 1978 | loss: 0.031244 | val_loss: 0.0312512 | Time: 1686.58 ms [2021-05-11 14:27:35 main:574] : INFO : Epoch 1979 | loss: 0.0312458 | val_loss: 0.0312436 | Time: 1742.98 ms [2021-05-11 14:27:37 main:574] : INFO : Epoch 1980 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 1709.45 ms [2021-05-11 14:27:39 main:574] : INFO : Epoch 1981 | loss: 0.0312432 | val_loss: 0.0312427 | Time: 1725.73 ms [2021-05-11 14:27:40 main:574] : INFO : Epoch 1982 | loss: 0.0312435 | val_loss: 0.0312487 | Time: 1716.35 ms [2021-05-11 14:27:42 main:574] : INFO : Epoch 1983 | loss: 0.0312458 | val_loss: 0.0312432 | Time: 1708.49 ms [2021-05-11 14:27:44 main:574] : INFO : Epoch 1984 | loss: 0.0312432 | val_loss: 0.0312417 | Time: 1664.94 ms [2021-05-11 14:27:46 main:574] : INFO : Epoch 1985 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 1709.71 ms [2021-05-11 14:27:47 main:574] : INFO : Epoch 1986 | loss: 0.0312434 | val_loss: 0.0312436 | Time: 1719.61 ms [2021-05-11 14:27:49 main:574] : INFO : Epoch 1987 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 1708.11 ms [2021-05-11 14:27:51 main:574] : INFO : Epoch 1988 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 1685.09 ms [2021-05-11 14:27:52 main:574] : INFO : Epoch 1989 | loss: 0.0312424 | val_loss: 0.0312431 | Time: 1681.43 ms [2021-05-11 14:27:54 main:574] : INFO : Epoch 1990 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 1703.39 ms [2021-05-11 14:27:56 main:574] : INFO : Epoch 1991 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1716.47 ms [2021-05-11 14:27:58 main:574] : INFO : Epoch 1992 | loss: 0.0312438 | val_loss: 0.0312426 | Time: 1702.52 ms [2021-05-11 14:27:59 main:574] : INFO : Epoch 1993 | loss: 0.0312424 | val_loss: 0.0312431 | Time: 1698.32 ms [2021-05-11 14:28:01 main:574] : INFO : Epoch 1994 | loss: 0.031243 | val_loss: 0.0312453 | Time: 1702.24 ms [2021-05-11 14:28:03 main:574] : INFO : Epoch 1995 | loss: 0.0312419 | val_loss: 0.0312453 | Time: 1678.58 ms [2021-05-11 14:28:05 main:574] : INFO : Epoch 1996 | loss: 0.0312433 | val_loss: 0.0312444 | Time: 1677.93 ms [2021-05-11 14:28:06 main:574] : INFO : Epoch 1997 | loss: 0.0312419 | val_loss: 0.0312426 | Time: 1716.07 ms [2021-05-11 14:28:08 main:574] : INFO : Epoch 1998 | loss: 0.0312422 | val_loss: 0.0312417 | Time: 1691.03 ms [2021-05-11 14:28:10 main:574] : INFO : Epoch 1999 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 1685.32 ms [2021-05-11 14:28:11 main:574] : INFO : Epoch 2000 | loss: 0.0312439 | val_loss: 0.0312443 | Time: 1680.32 ms [2021-05-11 14:28:13 main:574] : INFO : Epoch 2001 | loss: 0.0312431 | val_loss: 0.0312441 | Time: 1670.5 ms [2021-05-11 14:28:15 main:574] : INFO : Epoch 2002 | loss: 0.0312454 | val_loss: 0.03125 | Time: 1720.85 ms [2021-05-11 14:28:17 main:574] : INFO : Epoch 2003 | loss: 0.0312458 | val_loss: 0.0312441 | Time: 1718.23 ms [2021-05-11 14:28:18 main:574] : INFO : Epoch 2004 | loss: 0.0312431 | val_loss: 0.031244 | Time: 1710.79 ms [2021-05-11 14:28:20 main:574] : INFO : Epoch 2005 | loss: 0.0312424 | val_loss: 0.0312458 | Time: 1712.43 ms [2021-05-11 14:28:22 main:574] : INFO : Epoch 2006 | loss: 0.0312437 | val_loss: 0.0312446 | Time: 1700.15 ms [2021-05-11 14:28:24 main:574] : INFO : Epoch 2007 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 1686.98 ms [2021-05-11 14:28:25 main:574] : INFO : Epoch 2008 | loss: 0.0312431 | val_loss: 0.0312443 | Time: 1712.78 ms [2021-05-11 14:28:27 main:574] : INFO : Epoch 2009 | loss: 0.0312435 | val_loss: 0.031243 | Time: 1695.39 ms [2021-05-11 14:28:29 main:574] : INFO : Epoch 2010 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 1741.1 ms [2021-05-11 14:28:31 main:574] : INFO : Epoch 2011 | loss: 0.0312423 | val_loss: 0.0312438 | Time: 1721.51 ms [2021-05-11 14:28:32 main:574] : INFO : Epoch 2012 | loss: 0.0312422 | val_loss: 0.0312431 | Time: 1693.78 ms [2021-05-11 14:28:34 main:574] : INFO : Epoch 2013 | loss: 0.031244 | val_loss: 0.0312448 | Time: 1678.79 ms [2021-05-11 14:28:36 main:574] : INFO : Epoch 2014 | loss: 0.0312438 | val_loss: 0.0312415 | Time: 1702.98 ms [2021-05-11 14:28:37 main:574] : INFO : Epoch 2015 | loss: 0.031244 | val_loss: 0.0312424 | Time: 1718.9 ms [2021-05-11 14:28:39 main:574] : INFO : Epoch 2016 | loss: 0.0312433 | val_loss: 0.0312428 | Time: 1709.02 ms [2021-05-11 14:28:41 main:574] : INFO : Epoch 2017 | loss: 0.0312418 | val_loss: 0.0312434 | Time: 1691.47 ms [2021-05-11 14:28:43 main:574] : INFO : Epoch 2018 | loss: 0.0312434 | val_loss: 0.0312506 | Time: 1692.32 ms [2021-05-11 14:28:44 main:574] : INFO : Epoch 2019 | loss: 0.031244 | val_loss: 0.0312437 | Time: 1680.39 ms [2021-05-11 14:28:46 main:574] : INFO : Epoch 2020 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 1708.67 ms [2021-05-11 14:28:48 main:574] : INFO : Epoch 2021 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 1733.37 ms [2021-05-11 14:28:50 main:574] : INFO : Epoch 2022 | loss: 0.0312446 | val_loss: 0.031247 | Time: 1709.85 ms [2021-05-11 14:28:51 main:574] : INFO : Epoch 2023 | loss: 0.0312439 | val_loss: 0.0312438 | Time: 1716.49 ms [2021-05-11 14:28:53 main:574] : INFO : Epoch 2024 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 1676.74 ms [2021-05-11 14:28:55 main:574] : INFO : Epoch 2025 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 1706.43 ms [2021-05-11 14:28:56 main:574] : INFO : Epoch 2026 | loss: 0.0312421 | val_loss: 0.0312422 | Time: 1704.13 ms [2021-05-11 14:28:58 main:574] : INFO : Epoch 2027 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 1740.2 ms [2021-05-11 14:29:00 main:574] : INFO : Epoch 2028 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 1715.72 ms [2021-05-11 14:29:02 main:574] : INFO : Epoch 2029 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 1701.41 ms [2021-05-11 14:29:03 main:574] : INFO : Epoch 2030 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 1687.81 ms [2021-05-11 14:29:05 main:574] : INFO : Epoch 2031 | loss: 0.0324302 | val_loss: 0.0330261 | Time: 1724.9 ms [2021-05-11 14:29:07 main:574] : INFO : Epoch 2032 | loss: 0.0365006 | val_loss: 0.0352535 | Time: 1710.43 ms [2021-05-11 14:29:09 main:574] : INFO : Epoch 2033 | loss: 0.0323117 | val_loss: 0.0315544 | Time: 1734.27 ms [2021-05-11 14:29:10 main:574] : INFO : Epoch 2034 | loss: 0.0313767 | val_loss: 0.0312682 | Time: 1684.76 ms [2021-05-11 14:29:12 main:574] : INFO : Epoch 2035 | loss: 0.0312736 | val_loss: 0.0312541 | Time: 1719.18 ms [2021-05-11 14:29:14 main:574] : INFO : Epoch 2036 | loss: 0.0312537 | val_loss: 0.0312486 | Time: 1669.32 ms [2021-05-11 14:29:15 main:574] : INFO : Epoch 2037 | loss: 0.0312477 | val_loss: 0.031246 | Time: 1694.94 ms [2021-05-11 14:29:17 main:574] : INFO : Epoch 2038 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1726.88 ms [2021-05-11 14:29:19 main:574] : INFO : Epoch 2039 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1692.98 ms [2021-05-11 14:29:21 main:574] : INFO : Epoch 2040 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 1712.28 ms [2021-05-11 14:29:22 main:574] : INFO : Epoch 2041 | loss: 0.0312439 | val_loss: 0.0312438 | Time: 1709.37 ms [2021-05-11 14:29:24 main:574] : INFO : Epoch 2042 | loss: 0.0312431 | val_loss: 0.0312434 | Time: 1696.34 ms [2021-05-11 14:29:26 main:574] : INFO : Epoch 2043 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 1704.4 ms [2021-05-11 14:29:28 main:574] : INFO : Epoch 2044 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 1693.01 ms [2021-05-11 14:29:29 main:574] : INFO : Epoch 2045 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 1721.67 ms [2021-05-11 14:29:31 main:574] : INFO : Epoch 2046 | loss: 0.0312419 | val_loss: 0.031242 | Time: 1724.08 ms [2021-05-11 14:29:33 main:574] : INFO : Epoch 2047 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 1694.8 ms [2021-05-11 14:29:35 main:574] : INFO : Epoch 2048 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 1691.62 ms [2021-05-11 14:29:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312424 [2021-05-11 14:29:35 main:603] : INFO : Saving end state to config to file [2021-05-11 14:29:35 main:608] : INFO : Success, exiting.. 14:29:35 (13992): 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)