Task 5120333
| Name | ParityModified-1619234166-20553-1_0 |
| Workunit | 3075407 |
| Created | 29 Apr 2021, 18:53:38 UTC |
| Sent | 11 May 2021, 7:31:12 UTC |
| Report deadline | 18 May 2021, 7:31:12 UTC |
| Received | 11 May 2021, 16:58:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 59 min 53 sec |
| CPU time | 57 min 37 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> main:574] : INFO : Epoch 1542 | loss: 0.0312456 | val_loss: 0.0312458 | Time: 1679.93 ms [2021-05-11 19:14:23 main:574] : INFO : Epoch 1543 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1709.12 ms [2021-05-11 19:14:25 main:574] : INFO : Epoch 1544 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1703.08 ms [2021-05-11 19:14:26 main:574] : INFO : Epoch 1545 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1699.88 ms [2021-05-11 19:14:28 main:574] : INFO : Epoch 1546 | loss: 0.0312455 | val_loss: 0.0312444 | Time: 1715.68 ms [2021-05-11 19:14:30 main:574] : INFO : Epoch 1547 | loss: 0.0312449 | val_loss: 0.031245 | Time: 1686.84 ms [2021-05-11 19:14:32 main:574] : INFO : Epoch 1548 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 1699.54 ms [2021-05-11 19:14:33 main:574] : INFO : Epoch 1549 | loss: 0.0312455 | val_loss: 0.0312441 | Time: 1696.2 ms [2021-05-11 19:14:35 main:574] : INFO : Epoch 1550 | loss: 0.031245 | val_loss: 0.0312442 | Time: 1725.27 ms [2021-05-11 19:14:37 main:574] : INFO : Epoch 1551 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 1705.06 ms [2021-05-11 19:14:39 main:574] : INFO : Epoch 1552 | loss: 0.0312465 | val_loss: 0.0312496 | Time: 1694.73 ms [2021-05-11 19:14:40 main:574] : INFO : Epoch 1553 | loss: 0.0312471 | val_loss: 0.0312483 | Time: 1651.86 ms [2021-05-11 19:14:42 main:574] : INFO : Epoch 1554 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 1693.88 ms [2021-05-11 19:14:44 main:574] : INFO : Epoch 1555 | loss: 0.0312456 | val_loss: 0.0312442 | Time: 1703.86 ms [2021-05-11 19:14:45 main:574] : INFO : Epoch 1556 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1686.87 ms [2021-05-11 19:14:47 main:574] : INFO : Epoch 1557 | loss: 0.0312448 | val_loss: 0.0312442 | Time: 1699.75 ms [2021-05-11 19:14:49 main:574] : INFO : Epoch 1558 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 1716.38 ms [2021-05-11 19:14:51 main:574] : INFO : Epoch 1559 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1670.18 ms [2021-05-11 19:14:52 main:574] : INFO : Epoch 1560 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1691.31 ms [2021-05-11 19:14:54 main:574] : INFO : Epoch 1561 | loss: 0.0312444 | val_loss: 0.0312457 | Time: 1693.54 ms [2021-05-11 19:14:56 main:574] : INFO : Epoch 1562 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 1689.88 ms [2021-05-11 19:14:58 main:574] : INFO : Epoch 1563 | loss: 0.0312447 | val_loss: 0.0312497 | Time: 1696.27 ms [2021-05-11 19:14:59 main:574] : INFO : Epoch 1564 | loss: 0.0312458 | val_loss: 0.0312452 | Time: 1686.04 ms [2021-05-11 19:15:01 main:574] : INFO : Epoch 1565 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 1659.69 ms [2021-05-11 19:15:03 main:574] : INFO : Epoch 1566 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 1710.97 ms [2021-05-11 19:15:05 main:574] : INFO : Epoch 1567 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 1711.65 ms [2021-05-11 19:15:06 main:574] : INFO : Epoch 1568 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 1706.75 ms [2021-05-11 19:15:08 main:574] : INFO : Epoch 1569 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 1698.76 ms [2021-05-11 19:15:10 main:574] : INFO : Epoch 1570 | loss: 0.0312455 | val_loss: 0.0312477 | Time: 1689.21 ms [2021-05-11 19:15:12 main:574] : INFO : Epoch 1571 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1688.35 ms [2021-05-11 19:15:13 main:574] : INFO : Epoch 1572 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1676.92 ms [2021-05-11 19:15:15 main:574] : INFO : Epoch 1573 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 1705.1 ms [2021-05-11 19:15:17 main:574] : INFO : Epoch 1574 | loss: 0.0312447 | val_loss: 0.0312475 | Time: 1734.79 ms [2021-05-11 19:15:19 main:574] : INFO : Epoch 1575 | loss: 0.0312464 | val_loss: 0.031245 | Time: 1703.91 ms [2021-05-11 19:15:20 main:574] : INFO : Epoch 1576 | loss: 0.0312447 | val_loss: 0.031246 | Time: 1658.18 ms [2021-05-11 19:15:22 main:574] : INFO : Epoch 1577 | loss: 0.0312448 | val_loss: 0.0312464 | Time: 1681.83 ms [2021-05-11 19:15:24 main:574] : INFO : Epoch 1578 | loss: 0.0312456 | val_loss: 0.0312456 | Time: 1734.19 ms [2021-05-11 19:15:25 main:574] : INFO : Epoch 1579 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 1708.32 ms [2021-05-11 19:15:27 main:574] : INFO : Epoch 1580 | loss: 0.0312445 | val_loss: 0.0312447 | Time: 1719.14 ms [2021-05-11 19:15:29 main:574] : INFO : Epoch 1581 | loss: 0.0312454 | val_loss: 0.0312455 | Time: 1714.38 ms [2021-05-11 19:15:31 main:574] : INFO : Epoch 1582 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 1679.92 ms [2021-05-11 19:15:33 main:574] : INFO : Epoch 1583 | loss: 0.0312446 | val_loss: 0.0312443 | Time: 1715.74 ms [2021-05-11 19:15:34 main:574] : INFO : Epoch 1584 | loss: 0.0312446 | val_loss: 0.0312445 | Time: 1686.72 ms [2021-05-11 19:15:36 main:574] : INFO : Epoch 1585 | loss: 0.0312446 | val_loss: 0.0312448 | Time: 1690.21 ms [2021-05-11 19:15:38 main:574] : INFO : Epoch 1586 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 1704.63 ms [2021-05-11 19:15:40 main:574] : INFO : Epoch 1587 | loss: 0.031245 | val_loss: 0.0312441 | Time: 1708.14 ms [2021-05-11 19:15:41 main:574] : INFO : Epoch 1588 | loss: 0.0312453 | val_loss: 0.031245 | Time: 1669.89 ms [2021-05-11 19:15:43 main:574] : INFO : Epoch 1589 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 1717 ms [2021-05-11 19:15:45 main:574] : INFO : Epoch 1590 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1717.62 ms [2021-05-11 19:15:47 main:574] : INFO : Epoch 1591 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 1710.45 ms [2021-05-11 19:15:48 main:574] : INFO : Epoch 1592 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 1721.76 ms [2021-05-11 19:15:50 main:574] : INFO : Epoch 1593 | loss: 0.0312445 | val_loss: 0.0312444 | Time: 1691.05 ms [2021-05-11 19:15:52 main:574] : INFO : Epoch 1594 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 1705.76 ms [2021-05-11 19:15:54 main:574] : INFO : Epoch 1595 | loss: 0.0312452 | val_loss: 0.0312477 | Time: 1713.42 ms [2021-05-11 19:15:55 main:574] : INFO : Epoch 1596 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 1693.04 ms [2021-05-11 19:15:57 main:574] : INFO : Epoch 1597 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 1689.85 ms [2021-05-11 19:15:59 main:574] : INFO : Epoch 1598 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 1734.18 ms [2021-05-11 19:16:00 main:574] : INFO : Epoch 1599 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1655.17 ms [2021-05-11 19:16:02 main:574] : INFO : Epoch 1600 | loss: 0.0312459 | val_loss: 0.0312479 | Time: 1679.39 ms [2021-05-11 19:16:04 main:574] : INFO : Epoch 1601 | loss: 0.0312465 | val_loss: 0.0312507 | Time: 1715.95 ms [2021-05-11 19:16:06 main:574] : INFO : Epoch 1602 | loss: 0.0312472 | val_loss: 0.0312458 | Time: 1714.55 ms [2021-05-11 19:16:07 main:574] : INFO : Epoch 1603 | loss: 0.031245 | val_loss: 0.0312457 | Time: 1687.47 ms [2021-05-11 19:16:09 main:574] : INFO : Epoch 1604 | loss: 0.0312451 | val_loss: 0.031244 | Time: 1713.58 ms [2021-05-11 19:16:11 main:574] : INFO : Epoch 1605 | loss: 0.0312448 | val_loss: 0.0312444 | Time: 1663.9 ms [2021-05-11 19:16:13 main:574] : INFO : Epoch 1606 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 1710.41 ms [2021-05-11 19:16:14 main:574] : INFO : Epoch 1607 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 1664.84 ms [2021-05-11 19:16:16 main:574] : INFO : Epoch 1608 | loss: 0.0312444 | val_loss: 0.0312447 | Time: 1746.3 ms [2021-05-11 19:16:18 main:574] : INFO : Epoch 1609 | loss: 0.0312454 | val_loss: 0.0312442 | Time: 1697.17 ms [2021-05-11 19:16:20 main:574] : INFO : Epoch 1610 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1694.03 ms [2021-05-11 19:16:21 main:574] : INFO : Epoch 1611 | loss: 0.0312441 | val_loss: 0.0312472 | Time: 1665.18 ms [2021-05-11 19:16:23 main:574] : INFO : Epoch 1612 | loss: 0.0312472 | val_loss: 0.03125 | Time: 1723.24 ms [2021-05-11 19:16:25 main:574] : INFO : Epoch 1613 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 1703.17 ms [2021-05-11 19:16:27 main:574] : INFO : Epoch 1614 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1693.1 ms [2021-05-11 19:16:28 main:574] : INFO : Epoch 1615 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1701.95 ms [2021-05-11 19:16:30 main:574] : INFO : Epoch 1616 | loss: 0.0312454 | val_loss: 0.031244 | Time: 1705.22 ms [2021-05-11 19:16:32 main:574] : INFO : Epoch 1617 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1683.11 ms [2021-05-11 19:16:34 main:574] : INFO : Epoch 1618 | loss: 0.0312459 | val_loss: 0.0312469 | Time: 1694.57 ms [2021-05-11 19:16:35 main:574] : INFO : Epoch 1619 | loss: 0.0312474 | val_loss: 0.0312458 | Time: 1697.61 ms [2021-05-11 19:16:37 main:574] : INFO : Epoch 1620 | loss: 0.0312456 | val_loss: 0.0312457 | Time: 1709.67 ms [2021-05-11 19:16:39 main:574] : INFO : Epoch 1621 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 1703.43 ms [2021-05-11 19:16:41 main:574] : INFO : Epoch 1622 | loss: 0.0312453 | val_loss: 0.031244 | Time: 1683.93 ms [2021-05-11 19:16:42 main:574] : INFO : Epoch 1623 | loss: 0.0312443 | val_loss: 0.031244 | Time: 1700.39 ms [2021-05-11 19:16:44 main:574] : INFO : Epoch 1624 | loss: 0.0312442 | val_loss: 0.031245 | Time: 1688.68 ms [2021-05-11 19:16:46 main:574] : INFO : Epoch 1625 | loss: 0.0312443 | val_loss: 0.0312442 | Time: 1715.58 ms [2021-05-11 19:16:48 main:574] : INFO : Epoch 1626 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 1704.29 ms [2021-05-11 19:16:49 main:574] : INFO : Epoch 1627 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 1699.48 ms [2021-05-11 19:16:51 main:574] : INFO : Epoch 1628 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 1690.23 ms [2021-05-11 19:16:53 main:574] : INFO : Epoch 1629 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 1722.4 ms [2021-05-11 19:16:55 main:574] : INFO : Epoch 1630 | loss: 0.0312446 | val_loss: 0.0312449 | Time: 1718.31 ms [2021-05-11 19:16:56 main:574] : INFO : Epoch 1631 | loss: 0.031245 | val_loss: 0.0312459 | Time: 1694.6 ms [2021-05-11 19:16:58 main:574] : INFO : Epoch 1632 | loss: 0.0312451 | val_loss: 0.0312443 | Time: 1718.17 ms [2021-05-11 19:17:00 main:574] : INFO : Epoch 1633 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1677.81 ms [2021-05-11 19:17:02 main:574] : INFO : Epoch 1634 | loss: 0.031247 | val_loss: 0.0312537 | Time: 1683.4 ms [2021-05-11 19:17:03 main:574] : INFO : Epoch 1635 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 1684.97 ms [2021-05-11 19:17:05 main:574] : INFO : Epoch 1636 | loss: 0.0312446 | val_loss: 0.031244 | Time: 1742.09 ms [2021-05-11 19:17:07 main:574] : INFO : Epoch 1637 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1698.04 ms [2021-05-11 19:17:09 main:574] : INFO : Epoch 1638 | loss: 0.0312452 | val_loss: 0.031244 | Time: 1708.95 ms [2021-05-11 19:17:10 main:574] : INFO : Epoch 1639 | loss: 0.0312452 | val_loss: 0.0312453 | Time: 1683.35 ms [2021-05-11 19:17:12 main:574] : INFO : Epoch 1640 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1696.81 ms [2021-05-11 19:17:14 main:574] : INFO : Epoch 1641 | loss: 0.0312451 | val_loss: 0.0312442 | Time: 1715.36 ms [2021-05-11 19:17:15 main:574] : INFO : Epoch 1642 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 1700.99 ms [2021-05-11 19:17:17 main:574] : INFO : Epoch 1643 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 1700.01 ms [2021-05-11 19:17:19 main:574] : INFO : Epoch 1644 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 1681.06 ms [2021-05-11 19:17:21 main:574] : INFO : Epoch 1645 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 1664.41 ms [2021-05-11 19:17:22 main:574] : INFO : Epoch 1646 | loss: 0.0312442 | val_loss: 0.0312456 | Time: 1695.74 ms [2021-05-11 19:17:24 main:574] : INFO : Epoch 1647 | loss: 0.0312445 | val_loss: 0.0312448 | Time: 1709.26 ms [2021-05-11 19:17:26 main:574] : INFO : Epoch 1648 | loss: 0.0312457 | val_loss: 0.0312474 | Time: 1701.52 ms [2021-05-11 19:17:28 main:574] : INFO : Epoch 1649 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 1702.55 ms [2021-05-11 19:17:29 main:574] : INFO : Epoch 1650 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 1719.72 ms [2021-05-11 19:17:31 main:574] : INFO : Epoch 1651 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 1682 ms [2021-05-11 19:17:33 main:574] : INFO : Epoch 1652 | loss: 0.0312449 | val_loss: 0.0312446 | Time: 1737.98 ms [2021-05-11 19:17:35 main:574] : INFO : Epoch 1653 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 1693.27 ms [2021-05-11 19:17:36 main:574] : INFO : Epoch 1654 | loss: 0.0312452 | val_loss: 0.0312466 | Time: 1724.82 ms [2021-05-11 19:17:38 main:574] : INFO : Epoch 1655 | loss: 0.031245 | val_loss: 0.0312451 | Time: 1709.04 ms [2021-05-11 19:17:40 main:574] : INFO : Epoch 1656 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 1705.69 ms [2021-05-11 19:17:42 main:574] : INFO : Epoch 1657 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 1694.07 ms [2021-05-11 19:17:43 main:574] : INFO : Epoch 1658 | loss: 0.031246 | val_loss: 0.0312452 | Time: 1701.77 ms [2021-05-11 19:17:45 main:574] : INFO : Epoch 1659 | loss: 0.0312449 | val_loss: 0.0312451 | Time: 1713.19 ms [2021-05-11 19:17:47 main:574] : INFO : Epoch 1660 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 1722.88 ms [2021-05-11 19:17:49 main:574] : INFO : Epoch 1661 | loss: 0.0312445 | val_loss: 0.031244 | Time: 1711.56 ms [2021-05-11 19:17:50 main:574] : INFO : Epoch 1662 | loss: 0.0312458 | val_loss: 0.0312472 | Time: 1679.55 ms [2021-05-11 19:17:52 main:574] : INFO : Epoch 1663 | loss: 0.0312448 | val_loss: 0.0312437 | Time: 1698.47 ms [2021-05-11 19:17:54 main:574] : INFO : Epoch 1664 | loss: 0.0312437 | val_loss: 0.0312437 | Time: 1725.98 ms [2021-05-11 19:17:56 main:574] : INFO : Epoch 1665 | loss: 0.0312442 | val_loss: 0.031244 | Time: 1691.93 ms [2021-05-11 19:17:57 main:574] : INFO : Epoch 1666 | loss: 0.031245 | val_loss: 0.0312492 | Time: 1715.63 ms [2021-05-11 19:17:59 main:574] : INFO : Epoch 1667 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1694.14 ms [2021-05-11 19:18:01 main:574] : INFO : Epoch 1668 | loss: 0.031244 | val_loss: 0.0312446 | Time: 1671.26 ms [2021-05-11 19:18:03 main:574] : INFO : Epoch 1669 | loss: 0.0312442 | val_loss: 0.0312436 | Time: 1701.68 ms [2021-05-11 19:18:04 main:574] : INFO : Epoch 1670 | loss: 0.0312442 | val_loss: 0.0312437 | Time: 1706.69 ms [2021-05-11 19:18:06 main:574] : INFO : Epoch 1671 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1690.97 ms [2021-05-11 19:18:08 main:574] : INFO : Epoch 1672 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1715.23 ms [2021-05-11 19:18:10 main:574] : INFO : Epoch 1673 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 1695.77 ms [2021-05-11 19:18:11 main:574] : INFO : Epoch 1674 | loss: 0.031244 | val_loss: 0.0312441 | Time: 1679.32 ms [2021-05-11 19:18:13 main:574] : INFO : Epoch 1675 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 1695.61 ms [2021-05-11 19:18:15 main:574] : INFO : Epoch 1676 | loss: 0.0312455 | val_loss: 0.0312449 | Time: 1733.83 ms [2021-05-11 19:18:17 main:574] : INFO : Epoch 1677 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 1686.35 ms [2021-05-11 19:18:18 main:574] : INFO : Epoch 1678 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 1703.24 ms [2021-05-11 19:18:20 main:574] : INFO : Epoch 1679 | loss: 0.0312441 | val_loss: 0.0312443 | Time: 1694.54 ms [2021-05-11 19:18:22 main:574] : INFO : Epoch 1680 | loss: 0.0312441 | val_loss: 0.0312458 | Time: 1694.74 ms [2021-05-11 19:18:24 main:574] : INFO : Epoch 1681 | loss: 0.0312448 | val_loss: 0.0312445 | Time: 1716.71 ms [2021-05-11 19:18:25 main:574] : INFO : Epoch 1682 | loss: 0.0312443 | val_loss: 0.031244 | Time: 1710.51 ms [2021-05-11 19:18:27 main:574] : INFO : Epoch 1683 | loss: 0.0312448 | val_loss: 0.0312437 | Time: 1708.3 ms [2021-05-11 19:18:29 main:574] : INFO : Epoch 1684 | loss: 0.0312449 | val_loss: 0.0312443 | Time: 1719.75 ms [2021-05-11 19:18:31 main:574] : INFO : Epoch 1685 | loss: 0.0312438 | val_loss: 0.0312452 | Time: 1670.71 ms [2021-05-11 19:18:33 main:574] : INFO : Epoch 1686 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 1721.29 ms [2021-05-11 19:18:34 main:574] : INFO : Epoch 1687 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 1726.19 ms [2021-05-11 19:18:36 main:574] : INFO : Epoch 1688 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1720.35 ms [2021-05-11 19:18:38 main:574] : INFO : Epoch 1689 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1696.35 ms [2021-05-11 19:18:40 main:574] : INFO : Epoch 1690 | loss: 0.0312451 | val_loss: 0.0312441 | Time: 1722.49 ms [2021-05-11 19:18:41 main:574] : INFO : Epoch 1691 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 1678.11 ms [2021-05-11 19:18:43 main:574] : INFO : Epoch 1692 | loss: 0.0312454 | val_loss: 0.0312436 | Time: 1700.84 ms [2021-05-11 19:18:45 main:574] : INFO : Epoch 1693 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1694.23 ms [2021-05-11 19:18:47 main:574] : INFO : Epoch 1694 | loss: 0.0312449 | val_loss: 0.031244 | Time: 1729.75 ms [2021-05-11 19:18:48 main:574] : INFO : Epoch 1695 | loss: 0.0312437 | val_loss: 0.0312452 | Time: 1737.35 ms [2021-05-11 19:18:50 main:574] : INFO : Epoch 1696 | loss: 0.031249 | val_loss: 0.0312458 | Time: 1688.49 ms [2021-05-11 19:18:52 main:574] : INFO : Epoch 1697 | loss: 0.031246 | val_loss: 0.031244 | Time: 1707.17 ms [2021-05-11 19:18:54 main:574] : INFO : Epoch 1698 | loss: 0.0312445 | val_loss: 0.0312449 | Time: 1722.14 ms [2021-05-11 19:18:55 main:574] : INFO : Epoch 1699 | loss: 0.031246 | val_loss: 0.031246 | Time: 1721.15 ms [2021-05-11 19:18:57 main:574] : INFO : Epoch 1700 | loss: 0.0312441 | val_loss: 0.0312438 | Time: 1696.19 ms [2021-05-11 19:18:59 main:574] : INFO : Epoch 1701 | loss: 0.0312437 | val_loss: 0.031244 | Time: 1689.7 ms [2021-05-11 19:19:01 main:574] : INFO : Epoch 1702 | loss: 0.0312447 | val_loss: 0.0312443 | Time: 1691.87 ms [2021-05-11 19:19:02 main:574] : INFO : Epoch 1703 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 1699.09 ms [2021-05-11 19:19:04 main:574] : INFO : Epoch 1704 | loss: 0.0312437 | val_loss: 0.0312433 | Time: 1718.18 ms [2021-05-11 19:19:06 main:574] : INFO : Epoch 1705 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 1691.86 ms [2021-05-11 19:19:08 main:574] : INFO : Epoch 1706 | loss: 0.031244 | val_loss: 0.0312445 | Time: 1713.01 ms [2021-05-11 19:19:09 main:574] : INFO : Epoch 1707 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 1695.45 ms [2021-05-11 19:19:11 main:574] : INFO : Epoch 1708 | loss: 0.0312437 | val_loss: 0.0312436 | Time: 1661.59 ms [2021-05-11 19:19:13 main:574] : INFO : Epoch 1709 | loss: 0.0312444 | val_loss: 0.031246 | Time: 1685.42 ms [2021-05-11 19:19:14 main:574] : INFO : Epoch 1710 | loss: 0.0312451 | val_loss: 0.0312472 | Time: 1700.09 ms [2021-05-11 19:19:16 main:574] : INFO : Epoch 1711 | loss: 0.0312444 | val_loss: 0.0312439 | Time: 1702.25 ms [2021-05-11 19:19:18 main:574] : INFO : Epoch 1712 | loss: 0.0312454 | val_loss: 0.0312471 | Time: 1695.27 ms [2021-05-11 19:19:20 main:574] : INFO : Epoch 1713 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 1727.58 ms [2021-05-11 19:19:21 main:574] : INFO : Epoch 1714 | loss: 0.0312448 | val_loss: 0.0312474 | Time: 1682.74 ms [2021-05-11 19:19:23 main:574] : INFO : Epoch 1715 | loss: 0.0312447 | val_loss: 0.031244 | Time: 1725.75 ms [2021-05-11 19:19:25 main:574] : INFO : Epoch 1716 | loss: 0.0312447 | val_loss: 0.031247 | Time: 1715.38 ms [2021-05-11 19:19:27 main:574] : INFO : Epoch 1717 | loss: 0.031247 | val_loss: 0.0312445 | Time: 1697.31 ms [2021-05-11 19:19:28 main:574] : INFO : Epoch 1718 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 1702.39 ms [2021-05-11 19:19:30 main:574] : INFO : Epoch 1719 | loss: 0.0312444 | val_loss: 0.0312436 | Time: 1676.62 ms [2021-05-11 19:19:32 main:574] : INFO : Epoch 1720 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 1678.04 ms [2021-05-11 19:19:34 main:574] : INFO : Epoch 1721 | loss: 0.0312442 | val_loss: 0.031245 | Time: 1702.12 ms [2021-05-11 19:19:35 main:574] : INFO : Epoch 1722 | loss: 0.0312445 | val_loss: 0.0312459 | Time: 1708.41 ms [2021-05-11 19:19:37 main:574] : INFO : Epoch 1723 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 1734.17 ms [2021-05-11 19:19:39 main:574] : INFO : Epoch 1724 | loss: 0.0312441 | val_loss: 0.0312447 | Time: 1714.6 ms [2021-05-11 19:19:41 main:574] : INFO : Epoch 1725 | loss: 0.0312439 | val_loss: 0.031244 | Time: 1658.83 ms [2021-05-11 19:19:42 main:574] : INFO : Epoch 1726 | loss: 0.031244 | val_loss: 0.0312439 | Time: 1681.25 ms [2021-05-11 19:19:44 main:574] : INFO : Epoch 1727 | loss: 0.0312465 | val_loss: 0.0312454 | Time: 1699.21 ms [2021-05-11 19:19:46 main:574] : INFO : Epoch 1728 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 1684.26 ms [2021-05-11 19:19:48 main:574] : INFO : Epoch 1729 | loss: 0.0312455 | val_loss: 0.0312442 | Time: 1719.29 ms [2021-05-11 19:19:49 main:574] : INFO : Epoch 1730 | loss: 0.0312456 | val_loss: 0.0312469 | Time: 1742.72 ms [2021-05-11 19:19:51 main:574] : INFO : Epoch 1731 | loss: 0.0312451 | val_loss: 0.0312434 | Time: 1663.15 ms [2021-05-11 19:19:53 main:574] : INFO : Epoch 1732 | loss: 0.0312438 | val_loss: 0.0312442 | Time: 1695.46 ms [2021-05-11 19:19:55 main:574] : INFO : Epoch 1733 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1711.99 ms [2021-05-11 19:19:56 main:574] : INFO : Epoch 1734 | loss: 0.0312445 | val_loss: 0.0312442 | Time: 1695.78 ms [2021-05-11 19:19:58 main:574] : INFO : Epoch 1735 | loss: 0.0312443 | val_loss: 0.0312448 | Time: 1726.75 ms [2021-05-11 19:20:00 main:574] : INFO : Epoch 1736 | loss: 0.0312435 | val_loss: 0.0312436 | Time: 1718.67 ms [2021-05-11 19:20:02 main:574] : INFO : Epoch 1737 | loss: 0.0312436 | val_loss: 0.0312435 | Time: 1693.77 ms [2021-05-11 19:20:03 main:574] : INFO : Epoch 1738 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 1730.46 ms [2021-05-11 19:20:05 main:574] : INFO : Epoch 1739 | loss: 0.0312434 | val_loss: 0.0312442 | Time: 1686.95 ms [2021-05-11 19:20:07 main:574] : INFO : Epoch 1740 | loss: 0.0312431 | val_loss: 0.0312442 | Time: 1699.26 ms [2021-05-11 19:20:09 main:574] : INFO : Epoch 1741 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 1716.95 ms [2021-05-11 19:20:10 main:574] : INFO : Epoch 1742 | loss: 0.0312442 | val_loss: 0.0312481 | Time: 1691.51 ms [2021-05-11 19:20:12 main:574] : INFO : Epoch 1743 | loss: 0.031245 | val_loss: 0.031244 | Time: 1687.85 ms [2021-05-11 19:20:14 main:574] : INFO : Epoch 1744 | loss: 0.0312439 | val_loss: 0.0312454 | Time: 1704.17 ms [2021-05-11 19:20:16 main:574] : INFO : Epoch 1745 | loss: 0.0312444 | val_loss: 0.0312437 | Time: 1696.29 ms [2021-05-11 19:20:17 main:574] : INFO : Epoch 1746 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 1703.31 ms [2021-05-11 19:20:19 main:574] : INFO : Epoch 1747 | loss: 0.031244 | val_loss: 0.0312434 | Time: 1692.36 ms [2021-05-11 19:20:21 main:574] : INFO : Epoch 1748 | loss: 0.0312433 | val_loss: 0.0312442 | Time: 1656.46 ms [2021-05-11 19:20:23 main:574] : INFO : Epoch 1749 | loss: 0.0312441 | val_loss: 0.0312449 | Time: 1724.89 ms [2021-05-11 19:20:24 main:574] : INFO : Epoch 1750 | loss: 0.0312454 | val_loss: 0.0312434 | Time: 1700.76 ms [2021-05-11 19:20:26 main:574] : INFO : Epoch 1751 | loss: 0.0312441 | val_loss: 0.0312459 | Time: 1697.66 ms [2021-05-11 19:20:28 main:574] : INFO : Epoch 1752 | loss: 0.0312439 | val_loss: 0.0312502 | Time: 1717.31 ms [2021-05-11 19:20:30 main:574] : INFO : Epoch 1753 | loss: 0.0312479 | val_loss: 0.0312449 | Time: 1706.07 ms [2021-05-11 19:20:31 main:574] : INFO : Epoch 1754 | loss: 0.0312445 | val_loss: 0.0312469 | Time: 1710.19 ms [2021-05-11 19:20:33 main:574] : INFO : Epoch 1755 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1702.7 ms [2021-05-11 19:20:35 main:574] : INFO : Epoch 1756 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1686.2 ms [2021-05-11 19:20:37 main:574] : INFO : Epoch 1757 | loss: 0.0312447 | val_loss: 0.0312436 | Time: 1703.39 ms [2021-05-11 19:20:38 main:574] : INFO : Epoch 1758 | loss: 0.0312437 | val_loss: 0.0312451 | Time: 1718.26 ms [2021-05-11 19:20:40 main:574] : INFO : Epoch 1759 | loss: 0.0312446 | val_loss: 0.031247 | Time: 1672.88 ms [2021-05-11 19:20:42 main:574] : INFO : Epoch 1760 | loss: 0.0312462 | val_loss: 0.0312439 | Time: 1679.85 ms [2021-05-11 19:20:44 main:574] : INFO : Epoch 1761 | loss: 0.0312446 | val_loss: 0.0312462 | Time: 1689.08 ms [2021-05-11 19:20:45 main:574] : INFO : Epoch 1762 | loss: 0.0312506 | val_loss: 0.0312563 | Time: 1698.99 ms [2021-05-11 19:20:47 main:574] : INFO : Epoch 1763 | loss: 0.0312466 | val_loss: 0.0312442 | Time: 1723.13 ms [2021-05-11 19:20:49 main:574] : INFO : Epoch 1764 | loss: 0.0312444 | val_loss: 0.0312437 | Time: 1695.46 ms [2021-05-11 19:20:51 main:574] : INFO : Epoch 1765 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 1680.43 ms [2021-05-11 19:20:52 main:574] : INFO : Epoch 1766 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 1678.14 ms [2021-05-11 19:20:54 main:574] : INFO : Epoch 1767 | loss: 0.0312435 | val_loss: 0.0312451 | Time: 1730.55 ms [2021-05-11 19:20:56 main:574] : INFO : Epoch 1768 | loss: 0.0312443 | val_loss: 0.0312466 | Time: 1713.1 ms [2021-05-11 19:20:58 main:574] : INFO : Epoch 1769 | loss: 0.0312453 | val_loss: 0.0312448 | Time: 1698.66 ms [2021-05-11 19:20:59 main:574] : INFO : Epoch 1770 | loss: 0.0312438 | val_loss: 0.0312434 | Time: 1700.83 ms [2021-05-11 19:21:01 main:574] : INFO : Epoch 1771 | loss: 0.031243 | val_loss: 0.0312445 | Time: 1673.1 ms [2021-05-11 19:21:03 main:574] : INFO : Epoch 1772 | loss: 0.0312442 | val_loss: 0.0312441 | Time: 1720.55 ms [2021-05-11 19:21:05 main:574] : INFO : Epoch 1773 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 1710.4 ms [2021-05-11 19:21:06 main:574] : INFO : Epoch 1774 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 1680.04 ms [2021-05-11 19:21:08 main:574] : INFO : Epoch 1775 | loss: 0.0312431 | val_loss: 0.0312453 | Time: 1703.34 ms [2021-05-11 19:21:10 main:574] : INFO : Epoch 1776 | loss: 0.0312454 | val_loss: 0.0312439 | Time: 1696.13 ms [2021-05-11 19:21:12 main:574] : INFO : Epoch 1777 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 1694.7 ms [2021-05-11 19:21:13 main:574] : INFO : Epoch 1778 | loss: 0.031243 | val_loss: 0.0312433 | Time: 1701.62 ms [2021-05-11 19:21:15 main:574] : INFO : Epoch 1779 | loss: 0.0312434 | val_loss: 0.0312434 | Time: 1697.83 ms [2021-05-11 19:21:17 main:574] : INFO : Epoch 1780 | loss: 0.0312438 | val_loss: 0.0312454 | Time: 1695.95 ms [2021-05-11 19:21:19 main:574] : INFO : Epoch 1781 | loss: 0.0312439 | val_loss: 0.031244 | Time: 1703.49 ms [2021-05-11 19:21:20 main:574] : INFO : Epoch 1782 | loss: 0.0312436 | val_loss: 0.0312446 | Time: 1681.3 ms [2021-05-11 19:21:22 main:574] : INFO : Epoch 1783 | loss: 0.0312435 | val_loss: 0.031243 | Time: 1695.72 ms [2021-05-11 19:21:24 main:574] : INFO : Epoch 1784 | loss: 0.0312471 | val_loss: 0.0312495 | Time: 1726.37 ms [2021-05-11 19:21:26 main:574] : INFO : Epoch 1785 | loss: 0.0312462 | val_loss: 0.031245 | Time: 1731.63 ms [2021-05-11 19:21:27 main:574] : INFO : Epoch 1786 | loss: 0.0312446 | val_loss: 0.0312432 | Time: 1707.05 ms [2021-05-11 19:21:29 main:574] : INFO : Epoch 1787 | loss: 0.0312442 | val_loss: 0.0312432 | Time: 1714.55 ms [2021-05-11 19:21:31 main:574] : INFO : Epoch 1788 | loss: 0.0312437 | val_loss: 0.0312428 | Time: 1668.81 ms [2021-05-11 19:21:33 main:574] : INFO : Epoch 1789 | loss: 0.0312452 | val_loss: 0.0312431 | Time: 1714.93 ms [2021-05-11 19:21:34 main:574] : INFO : Epoch 1790 | loss: 0.0312439 | val_loss: 0.0312429 | Time: 1698.6 ms [2021-05-11 19:21:36 main:574] : INFO : Epoch 1791 | loss: 0.0312432 | val_loss: 0.0312449 | Time: 1710.38 ms [2021-05-11 19:21:38 main:574] : INFO : Epoch 1792 | loss: 0.0312439 | val_loss: 0.0312439 | Time: 1738.86 ms [2021-05-11 19:21:40 main:574] : INFO : Epoch 1793 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 1713.64 ms [2021-05-11 19:21:41 main:574] : INFO : Epoch 1794 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 1659.93 ms [2021-05-11 19:21:43 main:574] : INFO : Epoch 1795 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 1689.39 ms [2021-05-11 19:21:45 main:574] : INFO : Epoch 1796 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 1705.34 ms [2021-05-11 19:21:47 main:574] : INFO : Epoch 1797 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 1736.94 ms [2021-05-11 19:21:48 main:574] : INFO : Epoch 1798 | loss: 0.031244 | val_loss: 0.0312432 | Time: 1692.2 ms [2021-05-11 19:21:50 main:574] : INFO : Epoch 1799 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 1696.74 ms [2021-05-11 19:21:52 main:574] : INFO : Epoch 1800 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 1669.46 ms [2021-05-11 19:21:54 main:574] : INFO : Epoch 1801 | loss: 0.0312456 | val_loss: 0.031246 | Time: 1726.76 ms [2021-05-11 19:21:55 main:574] : INFO : Epoch 1802 | loss: 0.0312454 | val_loss: 0.0312429 | Time: 1705.89 ms [2021-05-11 19:21:57 main:574] : INFO : Epoch 1803 | loss: 0.0312439 | val_loss: 0.0312442 | Time: 1682.33 ms [2021-05-11 19:21:59 main:574] : INFO : Epoch 1804 | loss: 0.0312427 | val_loss: 0.0312473 | Time: 1689.46 ms [2021-05-11 19:22:01 main:574] : INFO : Epoch 1805 | loss: 0.0312445 | val_loss: 0.0312445 | Time: 1691.7 ms [2021-05-11 19:22:02 main:574] : INFO : Epoch 1806 | loss: 0.0312464 | val_loss: 0.0312545 | Time: 1679.4 ms [2021-05-11 19:22:04 main:574] : INFO : Epoch 1807 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 1711.4 ms [2021-05-11 19:22:06 main:574] : INFO : Epoch 1808 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 1724.13 ms [2021-05-11 19:22:08 main:574] : INFO : Epoch 1809 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 1709.72 ms [2021-05-11 19:22:09 main:574] : INFO : Epoch 1810 | loss: 0.0312447 | val_loss: 0.0312435 | Time: 1699.41 ms [2021-05-11 19:22:11 main:574] : INFO : Epoch 1811 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 1671.49 ms [2021-05-11 19:22:13 main:574] : INFO : Epoch 1812 | loss: 0.0312431 | val_loss: 0.0312423 | Time: 1685.46 ms [2021-05-11 19:22:14 main:574] : INFO : Epoch 1813 | loss: 0.0312435 | val_loss: 0.0312447 | Time: 1686.81 ms [2021-05-11 19:22:16 main:574] : INFO : Epoch 1814 | loss: 0.0312432 | val_loss: 0.0312466 | Time: 1711.2 ms [2021-05-11 19:22:18 main:574] : INFO : Epoch 1815 | loss: 0.0312442 | val_loss: 0.0312457 | Time: 1719.51 ms [2021-05-11 19:22:20 main:574] : INFO : Epoch 1816 | loss: 0.0312438 | val_loss: 0.0312476 | Time: 1726.4 ms [2021-05-11 19:22:21 main:574] : INFO : Epoch 1817 | loss: 0.0312451 | val_loss: 0.0312438 | Time: 1690.68 ms [2021-05-11 19:22:23 main:574] : INFO : Epoch 1818 | loss: 0.0312434 | val_loss: 0.0312429 | Time: 1740.82 ms [2021-05-11 19:22:25 main:574] : INFO : Epoch 1819 | loss: 0.0312465 | val_loss: 0.0312477 | Time: 1694.38 ms [2021-05-11 19:22:27 main:574] : INFO : Epoch 1820 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 1703.99 ms [2021-05-11 19:22:28 main:574] : INFO : Epoch 1821 | loss: 0.0312434 | val_loss: 0.031243 | Time: 1696.24 ms [2021-05-11 19:22:30 main:574] : INFO : Epoch 1822 | loss: 0.0312428 | val_loss: 0.031243 | Time: 1713.61 ms [2021-05-11 19:22:32 main:574] : INFO : Epoch 1823 | loss: 0.0312446 | val_loss: 0.0312482 | Time: 1683.87 ms [2021-05-11 19:22:34 main:574] : INFO : Epoch 1824 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 1712.89 ms [2021-05-11 19:22:36 main:574] : INFO : Epoch 1825 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 1731.27 ms [2021-05-11 19:22:37 main:574] : INFO : Epoch 1826 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 1732.15 ms [2021-05-11 19:22:39 main:574] : INFO : Epoch 1827 | loss: 0.0312435 | val_loss: 0.0312436 | Time: 1714.89 ms [2021-05-11 19:22:41 main:574] : INFO : Epoch 1828 | loss: 0.0312451 | val_loss: 0.0312445 | Time: 1674.82 ms [2021-05-11 19:22:43 main:574] : INFO : Epoch 1829 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1695.04 ms [2021-05-11 19:22:44 main:574] : INFO : Epoch 1830 | loss: 0.031244 | val_loss: 0.0312487 | Time: 1692.64 ms [2021-05-11 19:22:46 main:574] : INFO : Epoch 1831 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 1708.48 ms [2021-05-11 19:22:48 main:574] : INFO : Epoch 1832 | loss: 0.0312442 | val_loss: 0.0312537 | Time: 1700.45 ms [2021-05-11 19:22:50 main:574] : INFO : Epoch 1833 | loss: 0.0312454 | val_loss: 0.0312435 | Time: 1714.25 ms [2021-05-11 19:22:51 main:574] : INFO : Epoch 1834 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 1666.19 ms [2021-05-11 19:22:53 main:574] : INFO : Epoch 1835 | loss: 0.031243 | val_loss: 0.0312464 | Time: 1696.26 ms [2021-05-11 19:22:55 main:574] : INFO : Epoch 1836 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 1741.04 ms [2021-05-11 19:22:57 main:574] : INFO : Epoch 1837 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 1723.39 ms [2021-05-11 19:22:58 main:574] : INFO : Epoch 1838 | loss: 0.0312425 | val_loss: 0.0312441 | Time: 1720.43 ms [2021-05-11 19:23:00 main:574] : INFO : Epoch 1839 | loss: 0.0312459 | val_loss: 0.0312457 | Time: 1698.28 ms [2021-05-11 19:23:02 main:574] : INFO : Epoch 1840 | loss: 0.0312428 | val_loss: 0.0312432 | Time: 1663.79 ms [2021-05-11 19:23:03 main:574] : INFO : Epoch 1841 | loss: 0.0312422 | val_loss: 0.0312434 | Time: 1711.16 ms [2021-05-11 19:23:05 main:574] : INFO : Epoch 1842 | loss: 0.031243 | val_loss: 0.0312426 | Time: 1710.15 ms [2021-05-11 19:23:07 main:574] : INFO : Epoch 1843 | loss: 0.0312429 | val_loss: 0.0312457 | Time: 1710.56 ms [2021-05-11 19:23:09 main:574] : INFO : Epoch 1844 | loss: 0.0312443 | val_loss: 0.0312439 | Time: 1701.3 ms [2021-05-11 19:23:11 main:574] : INFO : Epoch 1845 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 1721.94 ms [2021-05-11 19:23:12 main:574] : INFO : Epoch 1846 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 1658.3 ms [2021-05-11 19:23:14 main:574] : INFO : Epoch 1847 | loss: 0.0312441 | val_loss: 0.0312435 | Time: 1711 ms [2021-05-11 19:23:16 main:574] : INFO : Epoch 1848 | loss: 0.0312424 | val_loss: 0.0312431 | Time: 1719.12 ms [2021-05-11 19:23:18 main:574] : INFO : Epoch 1849 | loss: 0.0312429 | val_loss: 0.0312427 | Time: 1690.32 ms [2021-05-11 19:23:19 main:574] : INFO : Epoch 1850 | loss: 0.0312419 | val_loss: 0.0312433 | Time: 1704.97 ms [2021-05-11 19:23:21 main:574] : INFO : Epoch 1851 | loss: 0.0312418 | val_loss: 0.0312426 | Time: 1651.14 ms [2021-05-11 19:23:23 main:574] : INFO : Epoch 1852 | loss: 0.0312429 | val_loss: 0.0312455 | Time: 1669.58 ms [2021-05-11 19:23:24 main:574] : INFO : Epoch 1853 | loss: 0.031243 | val_loss: 0.031246 | Time: 1687.98 ms [2021-05-11 19:23:26 main:574] : INFO : Epoch 1854 | loss: 0.0312458 | val_loss: 0.031243 | Time: 1693.11 ms [2021-05-11 19:23:28 main:574] : INFO : Epoch 1855 | loss: 0.0312441 | val_loss: 0.0312458 | Time: 1722.06 ms [2021-05-11 19:23:30 main:574] : INFO : Epoch 1856 | loss: 0.0312431 | val_loss: 0.031243 | Time: 1697.94 ms [2021-05-11 19:23:31 main:574] : INFO : Epoch 1857 | loss: 0.0312436 | val_loss: 0.0312441 | Time: 1675.25 ms [2021-05-11 19:23:33 main:574] : INFO : Epoch 1858 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 1711.89 ms [2021-05-11 19:23:35 main:574] : INFO : Epoch 1859 | loss: 0.031243 | val_loss: 0.0312451 | Time: 1728.89 ms [2021-05-11 19:23:37 main:574] : INFO : Epoch 1860 | loss: 0.0312418 | val_loss: 0.0312434 | Time: 1728.39 ms [2021-05-11 19:23:39 main:574] : INFO : Epoch 1861 | loss: 0.0312418 | val_loss: 0.0312422 | Time: 1714.55 ms [2021-05-11 19:23:40 main:574] : INFO : Epoch 1862 | loss: 0.0312427 | val_loss: 0.0312457 | Time: 1711.73 ms [2021-05-11 19:23:42 main:574] : INFO : Epoch 1863 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 1682.18 ms [2021-05-11 19:23:44 main:574] : INFO : Epoch 1864 | loss: 0.0312443 | val_loss: 0.031245 | Time: 1698.17 ms [2021-05-11 19:23:46 main:574] : INFO : Epoch 1865 | loss: 0.0312451 | val_loss: 0.0312433 | Time: 1720.6 ms [2021-05-11 19:23:47 main:574] : INFO : Epoch 1866 | loss: 0.0312456 | val_loss: 0.0312428 | Time: 1693.59 ms [2021-05-11 19:23:49 main:574] : INFO : Epoch 1867 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 1704.47 ms [2021-05-11 19:23:51 main:574] : INFO : Epoch 1868 | loss: 0.0312427 | val_loss: 0.0312422 | Time: 1683.4 ms [2021-05-11 19:23:52 main:574] : INFO : Epoch 1869 | loss: 0.0312411 | val_loss: 0.0312436 | Time: 1694.74 ms [2021-05-11 19:23:54 main:574] : INFO : Epoch 1870 | loss: 0.0312424 | val_loss: 0.0312419 | Time: 1699.45 ms [2021-05-11 19:23:56 main:574] : INFO : Epoch 1871 | loss: 0.0312423 | val_loss: 0.031242 | Time: 1687.7 ms [2021-05-11 19:23:58 main:574] : INFO : Epoch 1872 | loss: 0.0312407 | val_loss: 0.0312426 | Time: 1715.26 ms [2021-05-11 19:23:59 main:574] : INFO : Epoch 1873 | loss: 0.0312409 | val_loss: 0.0312425 | Time: 1701.93 ms [2021-05-11 19:24:01 main:574] : INFO : Epoch 1874 | loss: 0.031243 | val_loss: 0.0312456 | Time: 1659.12 ms [2021-05-11 19:24:03 main:574] : INFO : Epoch 1875 | loss: 0.0312414 | val_loss: 0.0312423 | Time: 1694.57 ms [2021-05-11 19:24:05 main:574] : INFO : Epoch 1876 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 1712.27 ms [2021-05-11 19:24:06 main:574] : INFO : Epoch 1877 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 1736.78 ms [2021-05-11 19:24:08 main:574] : INFO : Epoch 1878 | loss: 0.0312427 | val_loss: 0.0312432 | Time: 1714.08 ms [2021-05-11 19:24:10 main:574] : INFO : Epoch 1879 | loss: 0.031241 | val_loss: 0.0312426 | Time: 1730.11 ms [2021-05-11 19:24:12 main:574] : INFO : Epoch 1880 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 1665.53 ms [2021-05-11 19:24:13 main:574] : INFO : Epoch 1881 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 1699.99 ms [2021-05-11 19:24:15 main:574] : INFO : Epoch 1882 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 1708.36 ms [2021-05-11 19:24:17 main:574] : INFO : Epoch 1883 | loss: 0.0312408 | val_loss: 0.0312438 | Time: 1701.94 ms [2021-05-11 19:24:19 main:574] : INFO : Epoch 1884 | loss: 0.0312405 | val_loss: 0.0312436 | Time: 1737.15 ms [2021-05-11 19:24:21 main:574] : INFO : Epoch 1885 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 1722.95 ms [2021-05-11 19:24:22 main:574] : INFO : Epoch 1886 | loss: 0.0312442 | val_loss: 0.0312487 | Time: 1664.7 ms [2021-05-11 19:24:24 main:574] : INFO : Epoch 1887 | loss: 0.0312441 | val_loss: 0.0312485 | Time: 1717.36 ms [2021-05-11 19:24:26 main:574] : INFO : Epoch 1888 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 1744.63 ms [2021-05-11 19:24:28 main:574] : INFO : Epoch 1889 | loss: 0.0312429 | val_loss: 0.031246 | Time: 1727.55 ms [2021-05-11 19:24:29 main:574] : INFO : Epoch 1890 | loss: 0.0312428 | val_loss: 0.0312408 | Time: 1717.48 ms [2021-05-11 19:24:31 main:574] : INFO : Epoch 1891 | loss: 0.0312399 | val_loss: 0.0312409 | Time: 1684.39 ms [2021-05-11 19:24:33 main:574] : INFO : Epoch 1892 | loss: 0.0312408 | val_loss: 0.0312444 | Time: 1695.16 ms [2021-05-11 19:24:35 main:574] : INFO : Epoch 1893 | loss: 0.0312415 | val_loss: 0.0312412 | Time: 1731.41 ms [2021-05-11 19:24:36 main:574] : INFO : Epoch 1894 | loss: 0.0312405 | val_loss: 0.0312411 | Time: 1696.05 ms [2021-05-11 19:24:38 main:574] : INFO : Epoch 1895 | loss: 0.0312414 | val_loss: 0.0312426 | Time: 1720.88 ms [2021-05-11 19:24:40 main:574] : INFO : Epoch 1896 | loss: 0.0312407 | val_loss: 0.0312437 | Time: 1699.92 ms [2021-05-11 19:24:42 main:574] : INFO : Epoch 1897 | loss: 0.03124 | val_loss: 0.0312413 | Time: 1685.12 ms [2021-05-11 19:24:43 main:574] : INFO : Epoch 1898 | loss: 0.0312401 | val_loss: 0.0312421 | Time: 1682.66 ms [2021-05-11 19:24:45 main:574] : INFO : Epoch 1899 | loss: 0.0312408 | val_loss: 0.0312429 | Time: 1700.91 ms [2021-05-11 19:24:47 main:574] : INFO : Epoch 1900 | loss: 0.0312416 | val_loss: 0.0312407 | Time: 1712.69 ms [2021-05-11 19:24:49 main:574] : INFO : Epoch 1901 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 1706.01 ms [2021-05-11 19:24:50 main:574] : INFO : Epoch 1902 | loss: 0.0312407 | val_loss: 0.0312434 | Time: 1696.16 ms [2021-05-11 19:24:52 main:574] : INFO : Epoch 1903 | loss: 0.031242 | val_loss: 0.0312402 | Time: 1664.48 ms [2021-05-11 19:24:54 main:574] : INFO : Epoch 1904 | loss: 0.0312397 | val_loss: 0.0312452 | Time: 1712.33 ms [2021-05-11 19:24:56 main:574] : INFO : Epoch 1905 | loss: 0.0312434 | val_loss: 0.0312413 | Time: 1745.89 ms [2021-05-11 19:24:57 main:574] : INFO : Epoch 1906 | loss: 0.0312403 | val_loss: 0.0312423 | Time: 1687.5 ms [2021-05-11 19:24:59 main:574] : INFO : Epoch 1907 | loss: 0.0312407 | val_loss: 0.0312442 | Time: 1695.7 ms [2021-05-11 19:25:01 main:574] : INFO : Epoch 1908 | loss: 0.031243 | val_loss: 0.0312437 | Time: 1703.76 ms [2021-05-11 19:25:03 main:574] : INFO : Epoch 1909 | loss: 0.0312419 | val_loss: 0.0312418 | Time: 1697.55 ms [2021-05-11 19:25:04 main:574] : INFO : Epoch 1910 | loss: 0.0312404 | val_loss: 0.0312411 | Time: 1680.27 ms [2021-05-11 19:25:06 main:574] : INFO : Epoch 1911 | loss: 0.0312414 | val_loss: 0.0312401 | Time: 1694.41 ms [2021-05-11 19:25:08 main:574] : INFO : Epoch 1912 | loss: 0.0312396 | val_loss: 0.0312488 | Time: 1695.33 ms [2021-05-11 19:25:10 main:574] : INFO : Epoch 1913 | loss: 0.0312519 | val_loss: 0.031259 | Time: 1730.74 ms [2021-05-11 19:25:11 main:574] : INFO : Epoch 1914 | loss: 0.031244 | val_loss: 0.0312412 | Time: 1665.62 ms [2021-05-11 19:25:13 main:574] : INFO : Epoch 1915 | loss: 0.0312419 | val_loss: 0.0312408 | Time: 1706.18 ms [2021-05-11 19:25:15 main:574] : INFO : Epoch 1916 | loss: 0.0312396 | val_loss: 0.0312404 | Time: 1686.81 ms [2021-05-11 19:25:17 main:574] : INFO : Epoch 1917 | loss: 0.0312426 | val_loss: 0.0312416 | Time: 1715.59 ms [2021-05-11 19:25:18 main:574] : INFO : Epoch 1918 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 1717.18 ms [2021-05-11 19:25:20 main:574] : INFO : Epoch 1919 | loss: 0.0312394 | val_loss: 0.0312399 | Time: 1707.27 ms [2021-05-11 19:25:22 main:574] : INFO : Epoch 1920 | loss: 0.0312393 | val_loss: 0.0312418 | Time: 1670.21 ms [2021-05-11 19:25:24 main:574] : INFO : Epoch 1921 | loss: 0.0312398 | val_loss: 0.0312397 | Time: 1696.03 ms [2021-05-11 19:25:25 main:574] : INFO : Epoch 1922 | loss: 0.0312407 | val_loss: 0.0312427 | Time: 1690.27 ms [2021-05-11 19:25:27 main:574] : INFO : Epoch 1923 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 1706.26 ms [2021-05-11 19:25:29 main:574] : INFO : Epoch 1924 | loss: 0.0312421 | val_loss: 0.0312417 | Time: 1708.57 ms [2021-05-11 19:25:31 main:574] : INFO : Epoch 1925 | loss: 0.0312421 | val_loss: 0.0312498 | Time: 1689.11 ms [2021-05-11 19:25:32 main:574] : INFO : Epoch 1926 | loss: 0.0312429 | val_loss: 0.0312392 | Time: 1660.4 ms [2021-05-11 19:25:34 main:574] : INFO : Epoch 1927 | loss: 0.0312407 | val_loss: 0.0312423 | Time: 1727.27 ms [2021-05-11 19:25:36 main:574] : INFO : Epoch 1928 | loss: 0.0312394 | val_loss: 0.0312393 | Time: 1713.71 ms [2021-05-11 19:25:38 main:574] : INFO : Epoch 1929 | loss: 0.0312381 | val_loss: 0.0312394 | Time: 1746.03 ms [2021-05-11 19:25:39 main:574] : INFO : Epoch 1930 | loss: 0.0312379 | val_loss: 0.0312391 | Time: 1742.32 ms [2021-05-11 19:25:41 main:574] : INFO : Epoch 1931 | loss: 0.0312385 | val_loss: 0.0312395 | Time: 1708.45 ms [2021-05-11 19:25:43 main:574] : INFO : Epoch 1932 | loss: 0.0312383 | val_loss: 0.0312389 | Time: 1682.68 ms [2021-05-11 19:25:45 main:574] : INFO : Epoch 1933 | loss: 0.0312381 | val_loss: 0.031243 | Time: 1706.68 ms [2021-05-11 19:25:46 main:574] : INFO : Epoch 1934 | loss: 0.0312397 | val_loss: 0.0312423 | Time: 1707.7 ms [2021-05-11 19:25:48 main:574] : INFO : Epoch 1935 | loss: 0.0312391 | val_loss: 0.031239 | Time: 1712.19 ms [2021-05-11 19:25:50 main:574] : INFO : Epoch 1936 | loss: 0.0312382 | val_loss: 0.0312391 | Time: 1734.21 ms [2021-05-11 19:25:52 main:574] : INFO : Epoch 1937 | loss: 0.0312391 | val_loss: 0.0312399 | Time: 1657.64 ms [2021-05-11 19:25:53 main:574] : INFO : Epoch 1938 | loss: 0.0312375 | val_loss: 0.0312386 | Time: 1694.75 ms [2021-05-11 19:25:55 main:574] : INFO : Epoch 1939 | loss: 0.0312376 | val_loss: 0.03124 | Time: 1698.99 ms [2021-05-11 19:25:57 main:574] : INFO : Epoch 1940 | loss: 0.0312375 | val_loss: 0.0312392 | Time: 1738.66 ms [2021-05-11 19:25:59 main:574] : INFO : Epoch 1941 | loss: 0.0312397 | val_loss: 0.0312388 | Time: 1693.98 ms [2021-05-11 19:26:00 main:574] : INFO : Epoch 1942 | loss: 0.0312388 | val_loss: 0.0312404 | Time: 1717.37 ms [2021-05-11 19:26:02 main:574] : INFO : Epoch 1943 | loss: 0.0312381 | val_loss: 0.0312384 | Time: 1675.92 ms [2021-05-11 19:26:04 main:574] : INFO : Epoch 1944 | loss: 0.0312377 | val_loss: 0.0312383 | Time: 1692.2 ms [2021-05-11 19:26:06 main:574] : INFO : Epoch 1945 | loss: 0.0312379 | val_loss: 0.0312428 | Time: 1682.26 ms [2021-05-11 19:26:07 main:574] : INFO : Epoch 1946 | loss: 0.0312375 | val_loss: 0.0312389 | Time: 1732.34 ms [2021-05-11 19:26:09 main:574] : INFO : Epoch 1947 | loss: 0.031237 | val_loss: 0.0312382 | Time: 1712.89 ms [2021-05-11 19:26:11 main:574] : INFO : Epoch 1948 | loss: 0.0312385 | val_loss: 0.0312383 | Time: 1699.99 ms [2021-05-11 19:26:13 main:574] : INFO : Epoch 1949 | loss: 0.0312375 | val_loss: 0.0312448 | Time: 1694.08 ms [2021-05-11 19:26:15 main:574] : INFO : Epoch 1950 | loss: 0.0312397 | val_loss: 0.0312393 | Time: 1734.41 ms [2021-05-11 19:26:16 main:574] : INFO : Epoch 1951 | loss: 0.0312373 | val_loss: 0.0312393 | Time: 1711.13 ms [2021-05-11 19:26:18 main:574] : INFO : Epoch 1952 | loss: 0.031237 | val_loss: 0.0312386 | Time: 1723.43 ms [2021-05-11 19:26:20 main:574] : INFO : Epoch 1953 | loss: 0.0312379 | val_loss: 0.0312394 | Time: 1726.65 ms [2021-05-11 19:26:22 main:574] : INFO : Epoch 1954 | loss: 0.0312368 | val_loss: 0.0312381 | Time: 1670.47 ms [2021-05-11 19:26:23 main:574] : INFO : Epoch 1955 | loss: 0.0312369 | val_loss: 0.0312385 | Time: 1722.89 ms [2021-05-11 19:26:25 main:574] : INFO : Epoch 1956 | loss: 0.0312367 | val_loss: 0.0312381 | Time: 1736.79 ms [2021-05-11 19:26:27 main:574] : INFO : Epoch 1957 | loss: 0.0312378 | val_loss: 0.0312385 | Time: 1712.55 ms [2021-05-11 19:26:29 main:574] : INFO : Epoch 1958 | loss: 0.0312371 | val_loss: 0.0312387 | Time: 1684.69 ms [2021-05-11 19:26:30 main:574] : INFO : Epoch 1959 | loss: 0.0312383 | val_loss: 0.0312382 | Time: 1700.61 ms [2021-05-11 19:26:32 main:574] : INFO : Epoch 1960 | loss: 0.0312363 | val_loss: 0.0312391 | Time: 1678.33 ms [2021-05-11 19:26:34 main:574] : INFO : Epoch 1961 | loss: 0.031238 | val_loss: 0.0312382 | Time: 1699.84 ms [2021-05-11 19:26:36 main:574] : INFO : Epoch 1962 | loss: 0.0312369 | val_loss: 0.0312379 | Time: 1710.6 ms [2021-05-11 19:26:37 main:574] : INFO : Epoch 1963 | loss: 0.0312366 | val_loss: 0.031238 | Time: 1700.73 ms [2021-05-11 19:26:39 main:574] : INFO : Epoch 1964 | loss: 0.0312358 | val_loss: 0.0312379 | Time: 1710.2 ms [2021-05-11 19:26:41 main:574] : INFO : Epoch 1965 | loss: 0.0312378 | val_loss: 0.0312395 | Time: 1721.37 ms [2021-05-11 19:26:43 main:574] : INFO : Epoch 1966 | loss: 0.0312382 | val_loss: 0.0312376 | Time: 1696.16 ms [2021-05-11 19:26:44 main:574] : INFO : Epoch 1967 | loss: 0.0312419 | val_loss: 0.0312429 | Time: 1699.43 ms [2021-05-11 19:26:46 main:574] : INFO : Epoch 1968 | loss: 0.031242 | val_loss: 0.0312414 | Time: 1691.9 ms [2021-05-11 19:26:48 main:574] : INFO : Epoch 1969 | loss: 0.0312375 | val_loss: 0.0312433 | Time: 1713.2 ms [2021-05-11 19:26:50 main:574] : INFO : Epoch 1970 | loss: 0.0312367 | val_loss: 0.0312377 | Time: 1701.47 ms [2021-05-11 19:26:51 main:574] : INFO : Epoch 1971 | loss: 0.0312371 | val_loss: 0.0312411 | Time: 1691.14 ms [2021-05-11 19:26:53 main:574] : INFO : Epoch 1972 | loss: 0.031238 | val_loss: 0.0312418 | Time: 1693.39 ms [2021-05-11 19:26:55 main:574] : INFO : Epoch 1973 | loss: 0.0312389 | val_loss: 0.0312426 | Time: 1686.99 ms [2021-05-11 19:26:57 main:574] : INFO : Epoch 1974 | loss: 0.0312398 | val_loss: 0.0312443 | Time: 1746.17 ms [2021-05-11 19:26:58 main:574] : INFO : Epoch 1975 | loss: 0.0312373 | val_loss: 0.0312386 | Time: 1689.97 ms [2021-05-11 19:27:00 main:574] : INFO : Epoch 1976 | loss: 0.0312351 | val_loss: 0.0312382 | Time: 1696.87 ms [2021-05-11 19:27:02 main:574] : INFO : Epoch 1977 | loss: 0.0312355 | val_loss: 0.031239 | Time: 1652.72 ms [2021-05-11 19:27:04 main:574] : INFO : Epoch 1978 | loss: 0.0312369 | val_loss: 0.0312419 | Time: 1699.43 ms [2021-05-11 19:27:05 main:574] : INFO : Epoch 1979 | loss: 0.031237 | val_loss: 0.0312398 | Time: 1720.69 ms [2021-05-11 19:27:07 main:574] : INFO : Epoch 1980 | loss: 0.0312358 | val_loss: 0.0312371 | Time: 1696.42 ms [2021-05-11 19:27:09 main:574] : INFO : Epoch 1981 | loss: 0.0312377 | val_loss: 0.0312382 | Time: 1721.9 ms [2021-05-11 19:27:11 main:574] : INFO : Epoch 1982 | loss: 0.0312388 | val_loss: 0.0312418 | Time: 1717.11 ms [2021-05-11 19:27:12 main:574] : INFO : Epoch 1983 | loss: 0.0312382 | val_loss: 0.0312456 | Time: 1683.63 ms [2021-05-11 19:27:14 main:574] : INFO : Epoch 1984 | loss: 0.031238 | val_loss: 0.0312398 | Time: 1704.03 ms [2021-05-11 19:27:16 main:574] : INFO : Epoch 1985 | loss: 0.0312382 | val_loss: 0.031248 | Time: 1713.64 ms [2021-05-11 19:27:18 main:574] : INFO : Epoch 1986 | loss: 0.0312402 | val_loss: 0.031246 | Time: 1696.94 ms [2021-05-11 19:27:19 main:574] : INFO : Epoch 1987 | loss: 0.0312374 | val_loss: 0.0312395 | Time: 1685.36 ms [2021-05-11 19:27:21 main:574] : INFO : Epoch 1988 | loss: 0.0312398 | val_loss: 0.0312383 | Time: 1670.71 ms [2021-05-11 19:27:23 main:574] : INFO : Epoch 1989 | loss: 0.0312399 | val_loss: 0.0312431 | Time: 1680.38 ms [2021-05-11 19:27:25 main:574] : INFO : Epoch 1990 | loss: 0.031238 | val_loss: 0.0312475 | Time: 1674.19 ms [2021-05-11 19:27:26 main:574] : INFO : Epoch 1991 | loss: 0.0312408 | val_loss: 0.0312366 | Time: 1726.72 ms [2021-05-11 19:27:28 main:574] : INFO : Epoch 1992 | loss: 0.0312373 | val_loss: 0.0312431 | Time: 1700.9 ms [2021-05-11 19:27:30 main:574] : INFO : Epoch 1993 | loss: 0.0312362 | val_loss: 0.0312408 | Time: 1714.79 ms [2021-05-11 19:27:32 main:574] : INFO : Epoch 1994 | loss: 0.0312376 | val_loss: 0.0312394 | Time: 1703.93 ms [2021-05-11 19:27:33 main:574] : INFO : Epoch 1995 | loss: 0.0312363 | val_loss: 0.031237 | Time: 1711.11 ms [2021-05-11 19:27:35 main:574] : INFO : Epoch 1996 | loss: 0.0312369 | val_loss: 0.0312373 | Time: 1697.02 ms [2021-05-11 19:27:37 main:574] : INFO : Epoch 1997 | loss: 0.0312351 | val_loss: 0.0312406 | Time: 1716.76 ms [2021-05-11 19:27:39 main:574] : INFO : Epoch 1998 | loss: 0.031236 | val_loss: 0.0312365 | Time: 1703.79 ms [2021-05-11 19:27:40 main:574] : INFO : Epoch 1999 | loss: 0.031234 | val_loss: 0.031239 | Time: 1719.9 ms [2021-05-11 19:27:42 main:574] : INFO : Epoch 2000 | loss: 0.0312349 | val_loss: 0.0312371 | Time: 1663.59 ms [2021-05-11 19:27:44 main:574] : INFO : Epoch 2001 | loss: 0.0312345 | val_loss: 0.0312361 | Time: 1703.19 ms [2021-05-11 19:27:46 main:574] : INFO : Epoch 2002 | loss: 0.0312354 | val_loss: 0.031237 | Time: 1708.61 ms [2021-05-11 19:27:47 main:574] : INFO : Epoch 2003 | loss: 0.0312357 | val_loss: 0.0312367 | Time: 1703.99 ms [2021-05-11 19:27:49 main:574] : INFO : Epoch 2004 | loss: 0.0312341 | val_loss: 0.0312357 | Time: 1687.86 ms [2021-05-11 19:27:51 main:574] : INFO : Epoch 2005 | loss: 0.0312353 | val_loss: 0.0312361 | Time: 1705.82 ms [2021-05-11 19:27:53 main:574] : INFO : Epoch 2006 | loss: 0.0312347 | val_loss: 0.0312385 | Time: 1687.94 ms [2021-05-11 19:27:54 main:574] : INFO : Epoch 2007 | loss: 0.0312345 | val_loss: 0.0312357 | Time: 1704.1 ms [2021-05-11 19:27:56 main:574] : INFO : Epoch 2008 | loss: 0.031234 | val_loss: 0.0312358 | Time: 1691.13 ms [2021-05-11 19:27:58 main:574] : INFO : Epoch 2009 | loss: 0.0312352 | val_loss: 0.0312388 | Time: 1702.5 ms [2021-05-11 19:28:00 main:574] : INFO : Epoch 2010 | loss: 0.0312355 | val_loss: 0.0312362 | Time: 1710.13 ms [2021-05-11 19:28:01 main:574] : INFO : Epoch 2011 | loss: 0.0312351 | val_loss: 0.0312397 | Time: 1684.82 ms [2021-05-11 19:28:03 main:574] : INFO : Epoch 2012 | loss: 0.0312358 | val_loss: 0.0312374 | Time: 1688.53 ms [2021-05-11 19:28:05 main:574] : INFO : Epoch 2013 | loss: 0.0312356 | val_loss: 0.0312355 | Time: 1717.31 ms [2021-05-11 19:28:07 main:574] : INFO : Epoch 2014 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 1715.08 ms [2021-05-11 19:28:08 main:574] : INFO : Epoch 2015 | loss: 0.0312358 | val_loss: 0.0312362 | Time: 1723.41 ms [2021-05-11 19:28:10 main:574] : INFO : Epoch 2016 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 1684.23 ms [2021-05-11 19:28:12 main:574] : INFO : Epoch 2017 | loss: 0.0312351 | val_loss: 0.0312356 | Time: 1686.88 ms [2021-05-11 19:28:14 main:574] : INFO : Epoch 2018 | loss: 0.0312342 | val_loss: 0.0312397 | Time: 1695.29 ms [2021-05-11 19:28:15 main:574] : INFO : Epoch 2019 | loss: 0.0312347 | val_loss: 0.0312347 | Time: 1697.29 ms [2021-05-11 19:28:17 main:574] : INFO : Epoch 2020 | loss: 0.0312338 | val_loss: 0.0312354 | Time: 1715.36 ms [2021-05-11 19:28:19 main:574] : INFO : Epoch 2021 | loss: 0.0312375 | val_loss: 0.0312399 | Time: 1752.16 ms [2021-05-11 19:28:21 main:574] : INFO : Epoch 2022 | loss: 0.031236 | val_loss: 0.0312358 | Time: 1709.24 ms [2021-05-11 19:28:22 main:574] : INFO : Epoch 2023 | loss: 0.0312355 | val_loss: 0.0312373 | Time: 1667.37 ms [2021-05-11 19:28:24 main:574] : INFO : Epoch 2024 | loss: 0.0312386 | val_loss: 0.0312437 | Time: 1721.74 ms [2021-05-11 19:28:26 main:574] : INFO : Epoch 2025 | loss: 0.0312374 | val_loss: 0.0312383 | Time: 1704.02 ms [2021-05-11 19:28:28 main:574] : INFO : Epoch 2026 | loss: 0.0312355 | val_loss: 0.0312353 | Time: 1704.31 ms [2021-05-11 19:28:29 main:574] : INFO : Epoch 2027 | loss: 0.0312356 | val_loss: 0.031236 | Time: 1713.45 ms [2021-05-11 19:28:31 main:574] : INFO : Epoch 2028 | loss: 0.0312365 | val_loss: 0.0312349 | Time: 1696.49 ms [2021-05-11 19:28:33 main:574] : INFO : Epoch 2029 | loss: 0.0312364 | val_loss: 0.0312351 | Time: 1696.84 ms [2021-05-11 19:28:35 main:574] : INFO : Epoch 2030 | loss: 0.0312359 | val_loss: 0.0312381 | Time: 1695.52 ms [2021-05-11 19:28:36 main:574] : INFO : Epoch 2031 | loss: 0.0312358 | val_loss: 0.031236 | Time: 1700.3 ms [2021-05-11 19:28:38 main:574] : INFO : Epoch 2032 | loss: 0.0312345 | val_loss: 0.0312347 | Time: 1725.33 ms [2021-05-11 19:28:40 main:574] : INFO : Epoch 2033 | loss: 0.031235 | val_loss: 0.0312365 | Time: 1711.36 ms [2021-05-11 19:28:42 main:574] : INFO : Epoch 2034 | loss: 0.0312371 | val_loss: 0.0312386 | Time: 1686.14 ms [2021-05-11 19:28:43 main:574] : INFO : Epoch 2035 | loss: 0.0312353 | val_loss: 0.031235 | Time: 1706.77 ms [2021-05-11 19:28:45 main:574] : INFO : Epoch 2036 | loss: 0.0312352 | val_loss: 0.0312381 | Time: 1738.69 ms [2021-05-11 19:28:47 main:574] : INFO : Epoch 2037 | loss: 0.0312387 | val_loss: 0.0312348 | Time: 1694.12 ms [2021-05-11 19:28:49 main:574] : INFO : Epoch 2038 | loss: 0.0312356 | val_loss: 0.0312381 | Time: 1703.57 ms [2021-05-11 19:28:50 main:574] : INFO : Epoch 2039 | loss: 0.0312344 | val_loss: 0.0312363 | Time: 1726.72 ms [2021-05-11 19:28:52 main:574] : INFO : Epoch 2040 | loss: 0.0312345 | val_loss: 0.0312366 | Time: 1687.78 ms [2021-05-11 19:28:54 main:574] : INFO : Epoch 2041 | loss: 0.031236 | val_loss: 0.0312381 | Time: 1697.4 ms [2021-05-11 19:28:56 main:574] : INFO : Epoch 2042 | loss: 0.0312359 | val_loss: 0.0312349 | Time: 1706.91 ms [2021-05-11 19:28:57 main:574] : INFO : Epoch 2043 | loss: 0.0312344 | val_loss: 0.0312346 | Time: 1706.51 ms [2021-05-11 19:28:59 main:574] : INFO : Epoch 2044 | loss: 0.0312359 | val_loss: 0.0312354 | Time: 1687.42 ms [2021-05-11 19:29:01 main:574] : INFO : Epoch 2045 | loss: 0.0312348 | val_loss: 0.0312353 | Time: 1705.1 ms [2021-05-11 19:29:03 main:574] : INFO : Epoch 2046 | loss: 0.0312337 | val_loss: 0.0312343 | Time: 1669.85 ms [2021-05-11 19:29:04 main:574] : INFO : Epoch 2047 | loss: 0.0312339 | val_loss: 0.0312343 | Time: 1692.55 ms [2021-05-11 19:29:06 main:574] : INFO : Epoch 2048 | loss: 0.0312338 | val_loss: 0.0312346 | Time: 1716.28 ms [2021-05-11 19:29:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312346 [2021-05-11 19:29:06 main:603] : INFO : Saving end state to config to file [2021-05-11 19:29:06 main:608] : INFO : Success, exiting.. 19:29:06 (2904): 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)