Task 5135692
| Name | ParityModified-1619232199-4053-2_0 |
| Workunit | 3085159 |
| Created | 3 May 2021, 6:38:01 UTC |
| Sent | 11 May 2021, 10:40:02 UTC |
| Report deadline | 18 May 2021, 10:40:02 UTC |
| Received | 11 May 2021, 19:29:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 1 hours 0 min 7 sec |
| CPU time | 57 min 32 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> 48 main:574] : INFO : Epoch 1542 | loss: 0.0311513 | val_loss: 0.0311833 | Time: 1665.62 ms [2021-05-11 22:14:50 main:574] : INFO : Epoch 1543 | loss: 0.0311511 | val_loss: 0.0311732 | Time: 1698.2 ms [2021-05-11 22:14:52 main:574] : INFO : Epoch 1544 | loss: 0.0311475 | val_loss: 0.0311728 | Time: 1725.29 ms [2021-05-11 22:14:54 main:574] : INFO : Epoch 1545 | loss: 0.0311459 | val_loss: 0.0311735 | Time: 1704.74 ms [2021-05-11 22:14:55 main:574] : INFO : Epoch 1546 | loss: 0.0311461 | val_loss: 0.0311755 | Time: 1717.25 ms [2021-05-11 22:14:57 main:574] : INFO : Epoch 1547 | loss: 0.0311475 | val_loss: 0.0311752 | Time: 1669.51 ms [2021-05-11 22:14:59 main:574] : INFO : Epoch 1548 | loss: 0.0311452 | val_loss: 0.031174 | Time: 1689.67 ms [2021-05-11 22:15:00 main:574] : INFO : Epoch 1549 | loss: 0.0311482 | val_loss: 0.0311723 | Time: 1693 ms [2021-05-11 22:15:02 main:574] : INFO : Epoch 1550 | loss: 0.0311457 | val_loss: 0.0311804 | Time: 1711.48 ms [2021-05-11 22:15:04 main:574] : INFO : Epoch 1551 | loss: 0.0311459 | val_loss: 0.031175 | Time: 1694.81 ms [2021-05-11 22:15:06 main:574] : INFO : Epoch 1552 | loss: 0.0311444 | val_loss: 0.0311734 | Time: 1677.92 ms [2021-05-11 22:15:07 main:574] : INFO : Epoch 1553 | loss: 0.0311436 | val_loss: 0.0311767 | Time: 1672.88 ms [2021-05-11 22:15:09 main:574] : INFO : Epoch 1554 | loss: 0.0311509 | val_loss: 0.031175 | Time: 1692.88 ms [2021-05-11 22:15:11 main:574] : INFO : Epoch 1555 | loss: 0.0311496 | val_loss: 0.0311737 | Time: 1690.89 ms [2021-05-11 22:15:13 main:574] : INFO : Epoch 1556 | loss: 0.0311488 | val_loss: 0.0311831 | Time: 1697.02 ms [2021-05-11 22:15:14 main:574] : INFO : Epoch 1557 | loss: 0.0311486 | val_loss: 0.0311738 | Time: 1685.39 ms [2021-05-11 22:15:16 main:574] : INFO : Epoch 1558 | loss: 0.0311478 | val_loss: 0.0311785 | Time: 1716.89 ms [2021-05-11 22:15:18 main:574] : INFO : Epoch 1559 | loss: 0.0311464 | val_loss: 0.0311762 | Time: 1651.69 ms [2021-05-11 22:15:20 main:574] : INFO : Epoch 1560 | loss: 0.0311485 | val_loss: 0.0311833 | Time: 1702.9 ms [2021-05-11 22:15:21 main:574] : INFO : Epoch 1561 | loss: 0.0311479 | val_loss: 0.0311734 | Time: 1725.07 ms [2021-05-11 22:15:23 main:574] : INFO : Epoch 1562 | loss: 0.0311461 | val_loss: 0.0311785 | Time: 1703.48 ms [2021-05-11 22:15:25 main:574] : INFO : Epoch 1563 | loss: 0.0311458 | val_loss: 0.0311745 | Time: 1708.28 ms [2021-05-11 22:15:27 main:574] : INFO : Epoch 1564 | loss: 0.0311441 | val_loss: 0.0311742 | Time: 1713.5 ms [2021-05-11 22:15:28 main:574] : INFO : Epoch 1565 | loss: 0.0311437 | val_loss: 0.0311814 | Time: 1672.36 ms [2021-05-11 22:15:30 main:574] : INFO : Epoch 1566 | loss: 0.0311471 | val_loss: 0.0311756 | Time: 1687.57 ms [2021-05-11 22:15:32 main:574] : INFO : Epoch 1567 | loss: 0.0311482 | val_loss: 0.0311754 | Time: 1687.93 ms [2021-05-11 22:15:33 main:574] : INFO : Epoch 1568 | loss: 0.0311475 | val_loss: 0.0311764 | Time: 1707.29 ms [2021-05-11 22:15:35 main:574] : INFO : Epoch 1569 | loss: 0.0311451 | val_loss: 0.0311744 | Time: 1694.4 ms [2021-05-11 22:15:37 main:574] : INFO : Epoch 1570 | loss: 0.0311427 | val_loss: 0.0311753 | Time: 1670.08 ms [2021-05-11 22:15:39 main:574] : INFO : Epoch 1571 | loss: 0.0311438 | val_loss: 0.0311824 | Time: 1680.31 ms [2021-05-11 22:15:40 main:574] : INFO : Epoch 1572 | loss: 0.0311422 | val_loss: 0.031176 | Time: 1714.88 ms [2021-05-11 22:15:42 main:574] : INFO : Epoch 1573 | loss: 0.0311422 | val_loss: 0.0311738 | Time: 1710.04 ms [2021-05-11 22:15:44 main:574] : INFO : Epoch 1574 | loss: 0.0311445 | val_loss: 0.0311801 | Time: 1700.33 ms [2021-05-11 22:15:46 main:574] : INFO : Epoch 1575 | loss: 0.0311412 | val_loss: 0.0311786 | Time: 1682.78 ms [2021-05-11 22:15:47 main:574] : INFO : Epoch 1576 | loss: 0.0311446 | val_loss: 0.0311784 | Time: 1670.93 ms [2021-05-11 22:15:49 main:574] : INFO : Epoch 1577 | loss: 0.0311438 | val_loss: 0.0311764 | Time: 1684.95 ms [2021-05-11 22:15:51 main:574] : INFO : Epoch 1578 | loss: 0.0311414 | val_loss: 0.0311812 | Time: 1691.95 ms [2021-05-11 22:15:52 main:574] : INFO : Epoch 1579 | loss: 0.0311416 | val_loss: 0.0311748 | Time: 1696.69 ms [2021-05-11 22:15:54 main:574] : INFO : Epoch 1580 | loss: 0.0311422 | val_loss: 0.0311798 | Time: 1708.27 ms [2021-05-11 22:15:56 main:574] : INFO : Epoch 1581 | loss: 0.0311415 | val_loss: 0.0311756 | Time: 1692.27 ms [2021-05-11 22:15:58 main:574] : INFO : Epoch 1582 | loss: 0.0311418 | val_loss: 0.0311808 | Time: 1666.61 ms [2021-05-11 22:15:59 main:574] : INFO : Epoch 1583 | loss: 0.0311429 | val_loss: 0.0311763 | Time: 1685.97 ms [2021-05-11 22:16:01 main:574] : INFO : Epoch 1584 | loss: 0.0311433 | val_loss: 0.0311785 | Time: 1715.01 ms [2021-05-11 22:16:03 main:574] : INFO : Epoch 1585 | loss: 0.0311427 | val_loss: 0.0311796 | Time: 1712.65 ms [2021-05-11 22:16:05 main:574] : INFO : Epoch 1586 | loss: 0.0311442 | val_loss: 0.0311778 | Time: 1681.76 ms [2021-05-11 22:16:06 main:574] : INFO : Epoch 1587 | loss: 0.0311437 | val_loss: 0.031175 | Time: 1706.02 ms [2021-05-11 22:16:08 main:574] : INFO : Epoch 1588 | loss: 0.0311434 | val_loss: 0.0311746 | Time: 1672.19 ms [2021-05-11 22:16:10 main:574] : INFO : Epoch 1589 | loss: 0.0311428 | val_loss: 0.0311759 | Time: 1716.63 ms [2021-05-11 22:16:12 main:574] : INFO : Epoch 1590 | loss: 0.0311425 | val_loss: 0.0311808 | Time: 1726.21 ms [2021-05-11 22:16:13 main:574] : INFO : Epoch 1591 | loss: 0.0311433 | val_loss: 0.0311786 | Time: 1728.24 ms [2021-05-11 22:16:15 main:574] : INFO : Epoch 1592 | loss: 0.0311484 | val_loss: 0.031196 | Time: 1718.37 ms [2021-05-11 22:16:17 main:574] : INFO : Epoch 1593 | loss: 0.0311492 | val_loss: 0.0311738 | Time: 1709.24 ms [2021-05-11 22:16:19 main:574] : INFO : Epoch 1594 | loss: 0.0311423 | val_loss: 0.0311775 | Time: 1668.69 ms [2021-05-11 22:16:20 main:574] : INFO : Epoch 1595 | loss: 0.0311402 | val_loss: 0.0311782 | Time: 1710.56 ms [2021-05-11 22:16:22 main:574] : INFO : Epoch 1596 | loss: 0.0311428 | val_loss: 0.031182 | Time: 1694.51 ms [2021-05-11 22:16:24 main:574] : INFO : Epoch 1597 | loss: 0.0311432 | val_loss: 0.031177 | Time: 1691.24 ms [2021-05-11 22:16:25 main:574] : INFO : Epoch 1598 | loss: 0.0311424 | val_loss: 0.0311792 | Time: 1677.68 ms [2021-05-11 22:16:27 main:574] : INFO : Epoch 1599 | loss: 0.0311532 | val_loss: 0.0311826 | Time: 1673.65 ms [2021-05-11 22:16:29 main:574] : INFO : Epoch 1600 | loss: 0.0311569 | val_loss: 0.0311752 | Time: 1693.5 ms [2021-05-11 22:16:31 main:574] : INFO : Epoch 1601 | loss: 0.0311585 | val_loss: 0.0311725 | Time: 1693.52 ms [2021-05-11 22:16:32 main:574] : INFO : Epoch 1602 | loss: 0.0311576 | val_loss: 0.0311721 | Time: 1710.69 ms [2021-05-11 22:16:34 main:574] : INFO : Epoch 1603 | loss: 0.0311591 | val_loss: 0.031175 | Time: 1679.53 ms [2021-05-11 22:16:36 main:574] : INFO : Epoch 1604 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 1694.78 ms [2021-05-11 22:16:37 main:574] : INFO : Epoch 1605 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 1663.64 ms [2021-05-11 22:16:39 main:574] : INFO : Epoch 1606 | loss: 0.0311541 | val_loss: 0.0311733 | Time: 1680.74 ms [2021-05-11 22:16:41 main:574] : INFO : Epoch 1607 | loss: 0.0311535 | val_loss: 0.0311731 | Time: 1700.93 ms [2021-05-11 22:16:43 main:574] : INFO : Epoch 1608 | loss: 0.0311526 | val_loss: 0.0311738 | Time: 1716.96 ms [2021-05-11 22:16:44 main:574] : INFO : Epoch 1609 | loss: 0.0311497 | val_loss: 0.0311717 | Time: 1711.64 ms [2021-05-11 22:16:46 main:574] : INFO : Epoch 1610 | loss: 0.0311514 | val_loss: 0.0311737 | Time: 1706.19 ms [2021-05-11 22:16:48 main:574] : INFO : Epoch 1611 | loss: 0.0311518 | val_loss: 0.0311772 | Time: 1667.36 ms [2021-05-11 22:16:50 main:574] : INFO : Epoch 1612 | loss: 0.0311566 | val_loss: 0.0311759 | Time: 1683.18 ms [2021-05-11 22:16:51 main:574] : INFO : Epoch 1613 | loss: 0.0311566 | val_loss: 0.03117 | Time: 1706.36 ms [2021-05-11 22:16:53 main:574] : INFO : Epoch 1614 | loss: 0.031152 | val_loss: 0.031171 | Time: 1700.25 ms [2021-05-11 22:16:55 main:574] : INFO : Epoch 1615 | loss: 0.0311528 | val_loss: 0.0311735 | Time: 1679.36 ms [2021-05-11 22:16:57 main:574] : INFO : Epoch 1616 | loss: 0.0311525 | val_loss: 0.0311733 | Time: 1715.19 ms [2021-05-11 22:16:58 main:574] : INFO : Epoch 1617 | loss: 0.0311531 | val_loss: 0.0311802 | Time: 1676.2 ms [2021-05-11 22:17:00 main:574] : INFO : Epoch 1618 | loss: 0.0311525 | val_loss: 0.0311765 | Time: 1680.24 ms [2021-05-11 22:17:02 main:574] : INFO : Epoch 1619 | loss: 0.0311522 | val_loss: 0.0311732 | Time: 1690.6 ms [2021-05-11 22:17:03 main:574] : INFO : Epoch 1620 | loss: 0.0311482 | val_loss: 0.0311737 | Time: 1700.85 ms [2021-05-11 22:17:05 main:574] : INFO : Epoch 1621 | loss: 0.0311496 | val_loss: 0.0311767 | Time: 1701.04 ms [2021-05-11 22:17:07 main:574] : INFO : Epoch 1622 | loss: 0.031152 | val_loss: 0.0311704 | Time: 1673.21 ms [2021-05-11 22:17:09 main:574] : INFO : Epoch 1623 | loss: 0.03115 | val_loss: 0.0311754 | Time: 1675.25 ms [2021-05-11 22:17:10 main:574] : INFO : Epoch 1624 | loss: 0.0311484 | val_loss: 0.0311748 | Time: 1715.39 ms [2021-05-11 22:17:12 main:574] : INFO : Epoch 1625 | loss: 0.0311472 | val_loss: 0.0311733 | Time: 1702.8 ms [2021-05-11 22:17:14 main:574] : INFO : Epoch 1626 | loss: 0.031148 | val_loss: 0.0311712 | Time: 1704.69 ms [2021-05-11 22:17:16 main:574] : INFO : Epoch 1627 | loss: 0.031158 | val_loss: 0.0311815 | Time: 1694.53 ms [2021-05-11 22:17:17 main:574] : INFO : Epoch 1628 | loss: 0.0311592 | val_loss: 0.0311763 | Time: 1678.7 ms [2021-05-11 22:17:19 main:574] : INFO : Epoch 1629 | loss: 0.0311552 | val_loss: 0.0311719 | Time: 1673.19 ms [2021-05-11 22:17:21 main:574] : INFO : Epoch 1630 | loss: 0.0311536 | val_loss: 0.0311695 | Time: 1707.91 ms [2021-05-11 22:17:22 main:574] : INFO : Epoch 1631 | loss: 0.0311524 | val_loss: 0.0311697 | Time: 1699.54 ms [2021-05-11 22:17:24 main:574] : INFO : Epoch 1632 | loss: 0.0311514 | val_loss: 0.0311763 | Time: 1706.1 ms [2021-05-11 22:17:26 main:574] : INFO : Epoch 1633 | loss: 0.0311545 | val_loss: 0.0311721 | Time: 1717.84 ms [2021-05-11 22:17:28 main:574] : INFO : Epoch 1634 | loss: 0.0311522 | val_loss: 0.0311697 | Time: 1661.41 ms [2021-05-11 22:17:29 main:574] : INFO : Epoch 1635 | loss: 0.0311515 | val_loss: 0.0311744 | Time: 1713.59 ms [2021-05-11 22:17:31 main:574] : INFO : Epoch 1636 | loss: 0.0311482 | val_loss: 0.0311708 | Time: 1691.61 ms [2021-05-11 22:17:33 main:574] : INFO : Epoch 1637 | loss: 0.0311468 | val_loss: 0.0311734 | Time: 1707.38 ms [2021-05-11 22:17:35 main:574] : INFO : Epoch 1638 | loss: 0.0311466 | val_loss: 0.0311747 | Time: 1686.71 ms [2021-05-11 22:17:36 main:574] : INFO : Epoch 1639 | loss: 0.0311469 | val_loss: 0.031172 | Time: 1713.27 ms [2021-05-11 22:17:38 main:574] : INFO : Epoch 1640 | loss: 0.031148 | val_loss: 0.0311776 | Time: 1676.06 ms [2021-05-11 22:17:40 main:574] : INFO : Epoch 1641 | loss: 0.0311521 | val_loss: 0.0311736 | Time: 1702.77 ms [2021-05-11 22:17:42 main:574] : INFO : Epoch 1642 | loss: 0.0311499 | val_loss: 0.0311735 | Time: 1694.91 ms [2021-05-11 22:17:43 main:574] : INFO : Epoch 1643 | loss: 0.0311485 | val_loss: 0.0311772 | Time: 1682.57 ms [2021-05-11 22:17:45 main:574] : INFO : Epoch 1644 | loss: 0.0311482 | val_loss: 0.0311753 | Time: 1702.39 ms [2021-05-11 22:17:47 main:574] : INFO : Epoch 1645 | loss: 0.0311469 | val_loss: 0.0311695 | Time: 1694.25 ms [2021-05-11 22:17:48 main:574] : INFO : Epoch 1646 | loss: 0.0311495 | val_loss: 0.0311724 | Time: 1690.55 ms [2021-05-11 22:17:50 main:574] : INFO : Epoch 1647 | loss: 0.0311532 | val_loss: 0.0311705 | Time: 1709.31 ms [2021-05-11 22:17:52 main:574] : INFO : Epoch 1648 | loss: 0.0311499 | val_loss: 0.0311733 | Time: 1723.98 ms [2021-05-11 22:17:54 main:574] : INFO : Epoch 1649 | loss: 0.0311491 | val_loss: 0.0311722 | Time: 1722.25 ms [2021-05-11 22:17:56 main:574] : INFO : Epoch 1650 | loss: 0.0311581 | val_loss: 0.0311869 | Time: 1714 ms [2021-05-11 22:17:57 main:574] : INFO : Epoch 1651 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 1673.09 ms [2021-05-11 22:17:59 main:574] : INFO : Epoch 1652 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 1680 ms [2021-05-11 22:18:01 main:574] : INFO : Epoch 1653 | loss: 0.031163 | val_loss: 0.0311754 | Time: 1700.68 ms [2021-05-11 22:18:02 main:574] : INFO : Epoch 1654 | loss: 0.0311613 | val_loss: 0.031176 | Time: 1702.66 ms [2021-05-11 22:18:04 main:574] : INFO : Epoch 1655 | loss: 0.0311593 | val_loss: 0.0311727 | Time: 1702.44 ms [2021-05-11 22:18:06 main:574] : INFO : Epoch 1656 | loss: 0.0311582 | val_loss: 0.0311785 | Time: 1688.72 ms [2021-05-11 22:18:08 main:574] : INFO : Epoch 1657 | loss: 0.0311563 | val_loss: 0.0311757 | Time: 1670.55 ms [2021-05-11 22:18:09 main:574] : INFO : Epoch 1658 | loss: 0.0311583 | val_loss: 0.0311733 | Time: 1697.93 ms [2021-05-11 22:18:11 main:574] : INFO : Epoch 1659 | loss: 0.0311576 | val_loss: 0.0311728 | Time: 1689.77 ms [2021-05-11 22:18:13 main:574] : INFO : Epoch 1660 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 1699.86 ms [2021-05-11 22:18:15 main:574] : INFO : Epoch 1661 | loss: 0.0311544 | val_loss: 0.0311736 | Time: 1703.11 ms [2021-05-11 22:18:16 main:574] : INFO : Epoch 1662 | loss: 0.0311552 | val_loss: 0.031175 | Time: 1689.66 ms [2021-05-11 22:18:18 main:574] : INFO : Epoch 1663 | loss: 0.0311542 | val_loss: 0.0311712 | Time: 1671.48 ms [2021-05-11 22:18:20 main:574] : INFO : Epoch 1664 | loss: 0.0311539 | val_loss: 0.03117 | Time: 1684 ms [2021-05-11 22:18:21 main:574] : INFO : Epoch 1665 | loss: 0.0311532 | val_loss: 0.0311784 | Time: 1730.03 ms [2021-05-11 22:18:23 main:574] : INFO : Epoch 1666 | loss: 0.0311547 | val_loss: 0.0311722 | Time: 1699.91 ms [2021-05-11 22:18:25 main:574] : INFO : Epoch 1667 | loss: 0.0311555 | val_loss: 0.0311711 | Time: 1692.06 ms [2021-05-11 22:18:27 main:574] : INFO : Epoch 1668 | loss: 0.0311526 | val_loss: 0.0311715 | Time: 1713.7 ms [2021-05-11 22:18:28 main:574] : INFO : Epoch 1669 | loss: 0.0311531 | val_loss: 0.0311706 | Time: 1684.71 ms [2021-05-11 22:18:30 main:574] : INFO : Epoch 1670 | loss: 0.0311546 | val_loss: 0.0311673 | Time: 1706.15 ms [2021-05-11 22:18:32 main:574] : INFO : Epoch 1671 | loss: 0.0311548 | val_loss: 0.0311696 | Time: 1721.4 ms [2021-05-11 22:18:34 main:574] : INFO : Epoch 1672 | loss: 0.0311551 | val_loss: 0.0311667 | Time: 1705 ms [2021-05-11 22:18:35 main:574] : INFO : Epoch 1673 | loss: 0.0311533 | val_loss: 0.0311668 | Time: 1692.24 ms [2021-05-11 22:18:37 main:574] : INFO : Epoch 1674 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 1683.59 ms [2021-05-11 22:18:39 main:574] : INFO : Epoch 1675 | loss: 0.0311517 | val_loss: 0.0311679 | Time: 1672.61 ms [2021-05-11 22:18:40 main:574] : INFO : Epoch 1676 | loss: 0.0311508 | val_loss: 0.0311727 | Time: 1725.11 ms [2021-05-11 22:18:42 main:574] : INFO : Epoch 1677 | loss: 0.0311513 | val_loss: 0.031168 | Time: 1695.03 ms [2021-05-11 22:18:44 main:574] : INFO : Epoch 1678 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 1690.06 ms [2021-05-11 22:18:46 main:574] : INFO : Epoch 1679 | loss: 0.0311476 | val_loss: 0.031169 | Time: 1699.81 ms [2021-05-11 22:18:47 main:574] : INFO : Epoch 1680 | loss: 0.0311487 | val_loss: 0.0311715 | Time: 1668.14 ms [2021-05-11 22:18:49 main:574] : INFO : Epoch 1681 | loss: 0.0311479 | val_loss: 0.0311658 | Time: 1670.82 ms [2021-05-11 22:18:51 main:574] : INFO : Epoch 1682 | loss: 0.0311471 | val_loss: 0.0311745 | Time: 1698.9 ms [2021-05-11 22:18:53 main:574] : INFO : Epoch 1683 | loss: 0.0311478 | val_loss: 0.0311661 | Time: 1694.56 ms [2021-05-11 22:18:54 main:574] : INFO : Epoch 1684 | loss: 0.0311487 | val_loss: 0.0311706 | Time: 1700.15 ms [2021-05-11 22:18:56 main:574] : INFO : Epoch 1685 | loss: 0.0311498 | val_loss: 0.0311706 | Time: 1711.72 ms [2021-05-11 22:18:58 main:574] : INFO : Epoch 1686 | loss: 0.0311484 | val_loss: 0.0311742 | Time: 1666.52 ms [2021-05-11 22:18:59 main:574] : INFO : Epoch 1687 | loss: 0.0311481 | val_loss: 0.0311697 | Time: 1677.97 ms [2021-05-11 22:19:01 main:574] : INFO : Epoch 1688 | loss: 0.0311485 | val_loss: 0.0311668 | Time: 1714.3 ms [2021-05-11 22:19:03 main:574] : INFO : Epoch 1689 | loss: 0.0311488 | val_loss: 0.0311678 | Time: 1706.26 ms [2021-05-11 22:19:05 main:574] : INFO : Epoch 1690 | loss: 0.03115 | val_loss: 0.0311661 | Time: 1712.7 ms [2021-05-11 22:19:06 main:574] : INFO : Epoch 1691 | loss: 0.0311511 | val_loss: 0.0311713 | Time: 1715.37 ms [2021-05-11 22:19:08 main:574] : INFO : Epoch 1692 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 1681.51 ms [2021-05-11 22:19:10 main:574] : INFO : Epoch 1693 | loss: 0.0311458 | val_loss: 0.0311671 | Time: 1711.92 ms [2021-05-11 22:19:12 main:574] : INFO : Epoch 1694 | loss: 0.0311484 | val_loss: 0.0311681 | Time: 1700.4 ms [2021-05-11 22:19:13 main:574] : INFO : Epoch 1695 | loss: 0.031148 | val_loss: 0.031167 | Time: 1703.45 ms [2021-05-11 22:19:15 main:574] : INFO : Epoch 1696 | loss: 0.0311479 | val_loss: 0.0311685 | Time: 1704.91 ms [2021-05-11 22:19:17 main:574] : INFO : Epoch 1697 | loss: 0.0311459 | val_loss: 0.0311718 | Time: 1679.4 ms [2021-05-11 22:19:19 main:574] : INFO : Epoch 1698 | loss: 0.0311468 | val_loss: 0.0311673 | Time: 1672.42 ms [2021-05-11 22:19:20 main:574] : INFO : Epoch 1699 | loss: 0.0311482 | val_loss: 0.0311709 | Time: 1700.27 ms [2021-05-11 22:19:22 main:574] : INFO : Epoch 1700 | loss: 0.0311537 | val_loss: 0.0311741 | Time: 1699.77 ms [2021-05-11 22:19:24 main:574] : INFO : Epoch 1701 | loss: 0.0311503 | val_loss: 0.031169 | Time: 1704.96 ms [2021-05-11 22:19:25 main:574] : INFO : Epoch 1702 | loss: 0.0311498 | val_loss: 0.0311669 | Time: 1691.48 ms [2021-05-11 22:19:27 main:574] : INFO : Epoch 1703 | loss: 0.031149 | val_loss: 0.0311665 | Time: 1679.93 ms [2021-05-11 22:19:29 main:574] : INFO : Epoch 1704 | loss: 0.0311474 | val_loss: 0.0311722 | Time: 1683.01 ms [2021-05-11 22:19:31 main:574] : INFO : Epoch 1705 | loss: 0.0311484 | val_loss: 0.0311716 | Time: 1695.85 ms [2021-05-11 22:19:32 main:574] : INFO : Epoch 1706 | loss: 0.0311493 | val_loss: 0.0311764 | Time: 1675 ms [2021-05-11 22:19:34 main:574] : INFO : Epoch 1707 | loss: 0.0311509 | val_loss: 0.031173 | Time: 1727.21 ms [2021-05-11 22:19:36 main:574] : INFO : Epoch 1708 | loss: 0.0311484 | val_loss: 0.0311684 | Time: 1698.48 ms [2021-05-11 22:19:38 main:574] : INFO : Epoch 1709 | loss: 0.0311478 | val_loss: 0.0311705 | Time: 1673.49 ms [2021-05-11 22:19:39 main:574] : INFO : Epoch 1710 | loss: 0.0311499 | val_loss: 0.0311721 | Time: 1689.54 ms [2021-05-11 22:19:41 main:574] : INFO : Epoch 1711 | loss: 0.0311472 | val_loss: 0.0311775 | Time: 1704.97 ms [2021-05-11 22:19:43 main:574] : INFO : Epoch 1712 | loss: 0.0311456 | val_loss: 0.0311694 | Time: 1702.98 ms [2021-05-11 22:19:44 main:574] : INFO : Epoch 1713 | loss: 0.0311455 | val_loss: 0.031171 | Time: 1684.9 ms [2021-05-11 22:19:46 main:574] : INFO : Epoch 1714 | loss: 0.0311505 | val_loss: 0.0311723 | Time: 1693.78 ms [2021-05-11 22:19:48 main:574] : INFO : Epoch 1715 | loss: 0.0311497 | val_loss: 0.0311697 | Time: 1672.01 ms [2021-05-11 22:19:50 main:574] : INFO : Epoch 1716 | loss: 0.0311523 | val_loss: 0.0311716 | Time: 1695.95 ms [2021-05-11 22:19:51 main:574] : INFO : Epoch 1717 | loss: 0.0311478 | val_loss: 0.0311722 | Time: 1699 ms [2021-05-11 22:19:53 main:574] : INFO : Epoch 1718 | loss: 0.0311444 | val_loss: 0.031171 | Time: 1708.5 ms [2021-05-11 22:19:55 main:574] : INFO : Epoch 1719 | loss: 0.0311442 | val_loss: 0.0311717 | Time: 1689.63 ms [2021-05-11 22:19:57 main:574] : INFO : Epoch 1720 | loss: 0.0311435 | val_loss: 0.0311709 | Time: 1712.61 ms [2021-05-11 22:19:58 main:574] : INFO : Epoch 1721 | loss: 0.0311419 | val_loss: 0.0311702 | Time: 1667.82 ms [2021-05-11 22:20:00 main:574] : INFO : Epoch 1722 | loss: 0.0311424 | val_loss: 0.031169 | Time: 1715.74 ms [2021-05-11 22:20:02 main:574] : INFO : Epoch 1723 | loss: 0.0311428 | val_loss: 0.0311721 | Time: 1699.01 ms [2021-05-11 22:20:04 main:574] : INFO : Epoch 1724 | loss: 0.0311436 | val_loss: 0.0311676 | Time: 1713.34 ms [2021-05-11 22:20:05 main:574] : INFO : Epoch 1725 | loss: 0.0311434 | val_loss: 0.0311727 | Time: 1689.63 ms [2021-05-11 22:20:07 main:574] : INFO : Epoch 1726 | loss: 0.0311436 | val_loss: 0.0311696 | Time: 1687.79 ms [2021-05-11 22:20:09 main:574] : INFO : Epoch 1727 | loss: 0.031145 | val_loss: 0.0311738 | Time: 1655.83 ms [2021-05-11 22:20:10 main:574] : INFO : Epoch 1728 | loss: 0.0311452 | val_loss: 0.0311754 | Time: 1694.84 ms [2021-05-11 22:20:12 main:574] : INFO : Epoch 1729 | loss: 0.0311432 | val_loss: 0.0311741 | Time: 1714.38 ms [2021-05-11 22:20:14 main:574] : INFO : Epoch 1730 | loss: 0.0311415 | val_loss: 0.0311737 | Time: 1694.82 ms [2021-05-11 22:20:16 main:574] : INFO : Epoch 1731 | loss: 0.0311433 | val_loss: 0.0311683 | Time: 1691.97 ms [2021-05-11 22:20:17 main:574] : INFO : Epoch 1732 | loss: 0.0311422 | val_loss: 0.031172 | Time: 1663.39 ms [2021-05-11 22:20:19 main:574] : INFO : Epoch 1733 | loss: 0.0311409 | val_loss: 0.0311707 | Time: 1678.01 ms [2021-05-11 22:20:21 main:574] : INFO : Epoch 1734 | loss: 0.0311414 | val_loss: 0.0311701 | Time: 1693.86 ms [2021-05-11 22:20:22 main:574] : INFO : Epoch 1735 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 1696.8 ms [2021-05-11 22:20:24 main:574] : INFO : Epoch 1736 | loss: 0.031145 | val_loss: 0.0311755 | Time: 1698.99 ms [2021-05-11 22:20:26 main:574] : INFO : Epoch 1737 | loss: 0.0311447 | val_loss: 0.0311707 | Time: 1706.73 ms [2021-05-11 22:20:28 main:574] : INFO : Epoch 1738 | loss: 0.0311481 | val_loss: 0.0311677 | Time: 1668.41 ms [2021-05-11 22:20:29 main:574] : INFO : Epoch 1739 | loss: 0.0311504 | val_loss: 0.0311681 | Time: 1698.5 ms [2021-05-11 22:20:31 main:574] : INFO : Epoch 1740 | loss: 0.0311478 | val_loss: 0.0311708 | Time: 1700.58 ms [2021-05-11 22:20:33 main:574] : INFO : Epoch 1741 | loss: 0.0311461 | val_loss: 0.0311688 | Time: 1701.41 ms [2021-05-11 22:20:35 main:574] : INFO : Epoch 1742 | loss: 0.0311445 | val_loss: 0.031169 | Time: 1694.46 ms [2021-05-11 22:20:36 main:574] : INFO : Epoch 1743 | loss: 0.0311437 | val_loss: 0.0311691 | Time: 1714.09 ms [2021-05-11 22:20:38 main:574] : INFO : Epoch 1744 | loss: 0.0311428 | val_loss: 0.0311699 | Time: 1673.79 ms [2021-05-11 22:20:40 main:574] : INFO : Epoch 1745 | loss: 0.0311426 | val_loss: 0.0311704 | Time: 1710.24 ms [2021-05-11 22:20:42 main:574] : INFO : Epoch 1746 | loss: 0.0311436 | val_loss: 0.0311708 | Time: 1702.55 ms [2021-05-11 22:20:43 main:574] : INFO : Epoch 1747 | loss: 0.0311475 | val_loss: 0.03117 | Time: 1703.8 ms [2021-05-11 22:20:45 main:574] : INFO : Epoch 1748 | loss: 0.0311462 | val_loss: 0.0311703 | Time: 1721.81 ms [2021-05-11 22:20:47 main:574] : INFO : Epoch 1749 | loss: 0.031144 | val_loss: 0.0311705 | Time: 1688.71 ms [2021-05-11 22:20:49 main:574] : INFO : Epoch 1750 | loss: 0.0311418 | val_loss: 0.0311696 | Time: 1665.71 ms [2021-05-11 22:20:50 main:574] : INFO : Epoch 1751 | loss: 0.031141 | val_loss: 0.0311765 | Time: 1707.02 ms [2021-05-11 22:20:52 main:574] : INFO : Epoch 1752 | loss: 0.0311406 | val_loss: 0.0311689 | Time: 1695.25 ms [2021-05-11 22:20:54 main:574] : INFO : Epoch 1753 | loss: 0.0311419 | val_loss: 0.0311705 | Time: 1688.22 ms [2021-05-11 22:20:56 main:574] : INFO : Epoch 1754 | loss: 0.0311412 | val_loss: 0.0311699 | Time: 1720.42 ms [2021-05-11 22:20:57 main:574] : INFO : Epoch 1755 | loss: 0.0311423 | val_loss: 0.0311686 | Time: 1683.03 ms [2021-05-11 22:20:59 main:574] : INFO : Epoch 1756 | loss: 0.0311404 | val_loss: 0.0311723 | Time: 1694.92 ms [2021-05-11 22:21:01 main:574] : INFO : Epoch 1757 | loss: 0.0311391 | val_loss: 0.0311689 | Time: 1698.9 ms [2021-05-11 22:21:02 main:574] : INFO : Epoch 1758 | loss: 0.0311383 | val_loss: 0.0311768 | Time: 1697.23 ms [2021-05-11 22:21:04 main:574] : INFO : Epoch 1759 | loss: 0.0311405 | val_loss: 0.0311759 | Time: 1715.4 ms [2021-05-11 22:21:06 main:574] : INFO : Epoch 1760 | loss: 0.0311385 | val_loss: 0.0311735 | Time: 1687.3 ms [2021-05-11 22:21:08 main:574] : INFO : Epoch 1761 | loss: 0.0311399 | val_loss: 0.031175 | Time: 1648.12 ms [2021-05-11 22:21:09 main:574] : INFO : Epoch 1762 | loss: 0.0311372 | val_loss: 0.0311704 | Time: 1715.56 ms [2021-05-11 22:21:11 main:574] : INFO : Epoch 1763 | loss: 0.0311389 | val_loss: 0.0311707 | Time: 1716.01 ms [2021-05-11 22:21:13 main:574] : INFO : Epoch 1764 | loss: 0.0311388 | val_loss: 0.0311717 | Time: 1677.27 ms [2021-05-11 22:21:15 main:574] : INFO : Epoch 1765 | loss: 0.0311379 | val_loss: 0.0311732 | Time: 1698.74 ms [2021-05-11 22:21:16 main:574] : INFO : Epoch 1766 | loss: 0.0311375 | val_loss: 0.0311715 | Time: 1719.26 ms [2021-05-11 22:21:18 main:574] : INFO : Epoch 1767 | loss: 0.0311404 | val_loss: 0.0311708 | Time: 1673.48 ms [2021-05-11 22:21:20 main:574] : INFO : Epoch 1768 | loss: 0.03114 | val_loss: 0.0311728 | Time: 1751.12 ms [2021-05-11 22:21:22 main:574] : INFO : Epoch 1769 | loss: 0.031138 | val_loss: 0.0311664 | Time: 1689.29 ms [2021-05-11 22:21:23 main:574] : INFO : Epoch 1770 | loss: 0.0311405 | val_loss: 0.0311742 | Time: 1687.58 ms [2021-05-11 22:21:25 main:574] : INFO : Epoch 1771 | loss: 0.0311389 | val_loss: 0.0311682 | Time: 1688.95 ms [2021-05-11 22:21:27 main:574] : INFO : Epoch 1772 | loss: 0.0311376 | val_loss: 0.0311701 | Time: 1726.85 ms [2021-05-11 22:21:29 main:574] : INFO : Epoch 1773 | loss: 0.0311384 | val_loss: 0.0311662 | Time: 1678.47 ms [2021-05-11 22:21:30 main:574] : INFO : Epoch 1774 | loss: 0.0311402 | val_loss: 0.0311752 | Time: 1691.49 ms [2021-05-11 22:21:32 main:574] : INFO : Epoch 1775 | loss: 0.0311406 | val_loss: 0.0311756 | Time: 1708.05 ms [2021-05-11 22:21:34 main:574] : INFO : Epoch 1776 | loss: 0.0311422 | val_loss: 0.031185 | Time: 1703.32 ms [2021-05-11 22:21:35 main:574] : INFO : Epoch 1777 | loss: 0.031142 | val_loss: 0.0311733 | Time: 1715.48 ms [2021-05-11 22:21:37 main:574] : INFO : Epoch 1778 | loss: 0.0311372 | val_loss: 0.0311698 | Time: 1677.19 ms [2021-05-11 22:21:39 main:574] : INFO : Epoch 1779 | loss: 0.0311389 | val_loss: 0.0311684 | Time: 1691.4 ms [2021-05-11 22:21:41 main:574] : INFO : Epoch 1780 | loss: 0.0311411 | val_loss: 0.0311649 | Time: 1685.23 ms [2021-05-11 22:21:42 main:574] : INFO : Epoch 1781 | loss: 0.0311392 | val_loss: 0.0311675 | Time: 1709.68 ms [2021-05-11 22:21:44 main:574] : INFO : Epoch 1782 | loss: 0.0311372 | val_loss: 0.0311729 | Time: 1686.07 ms [2021-05-11 22:21:46 main:574] : INFO : Epoch 1783 | loss: 0.0311361 | val_loss: 0.031168 | Time: 1692.33 ms [2021-05-11 22:21:47 main:574] : INFO : Epoch 1784 | loss: 0.0311354 | val_loss: 0.0311712 | Time: 1658.27 ms [2021-05-11 22:21:49 main:574] : INFO : Epoch 1785 | loss: 0.0311372 | val_loss: 0.0311713 | Time: 1683.62 ms [2021-05-11 22:21:51 main:574] : INFO : Epoch 1786 | loss: 0.0311384 | val_loss: 0.0311763 | Time: 1699.83 ms [2021-05-11 22:21:53 main:574] : INFO : Epoch 1787 | loss: 0.0311373 | val_loss: 0.0311713 | Time: 1698.64 ms [2021-05-11 22:21:54 main:574] : INFO : Epoch 1788 | loss: 0.031136 | val_loss: 0.031176 | Time: 1741.95 ms [2021-05-11 22:21:56 main:574] : INFO : Epoch 1789 | loss: 0.0311382 | val_loss: 0.0311772 | Time: 1703.73 ms [2021-05-11 22:21:58 main:574] : INFO : Epoch 1790 | loss: 0.0311382 | val_loss: 0.0311735 | Time: 1656.16 ms [2021-05-11 22:22:00 main:574] : INFO : Epoch 1791 | loss: 0.0311361 | val_loss: 0.0311699 | Time: 1680.88 ms [2021-05-11 22:22:01 main:574] : INFO : Epoch 1792 | loss: 0.0311365 | val_loss: 0.0311775 | Time: 1693.44 ms [2021-05-11 22:22:03 main:574] : INFO : Epoch 1793 | loss: 0.0311387 | val_loss: 0.0311663 | Time: 1688.54 ms [2021-05-11 22:22:05 main:574] : INFO : Epoch 1794 | loss: 0.0311372 | val_loss: 0.0311718 | Time: 1675.33 ms [2021-05-11 22:22:06 main:574] : INFO : Epoch 1795 | loss: 0.0311351 | val_loss: 0.0311698 | Time: 1705 ms [2021-05-11 22:22:08 main:574] : INFO : Epoch 1796 | loss: 0.0311356 | val_loss: 0.0311732 | Time: 1682.46 ms [2021-05-11 22:22:10 main:574] : INFO : Epoch 1797 | loss: 0.0311369 | val_loss: 0.0311752 | Time: 1709.8 ms [2021-05-11 22:22:12 main:574] : INFO : Epoch 1798 | loss: 0.0311373 | val_loss: 0.0311739 | Time: 1732.75 ms [2021-05-11 22:22:14 main:574] : INFO : Epoch 1799 | loss: 0.031139 | val_loss: 0.0311698 | Time: 1716.66 ms [2021-05-11 22:22:15 main:574] : INFO : Epoch 1800 | loss: 0.0311363 | val_loss: 0.0311705 | Time: 1684.43 ms [2021-05-11 22:22:17 main:574] : INFO : Epoch 1801 | loss: 0.0311352 | val_loss: 0.0311743 | Time: 1685.74 ms [2021-05-11 22:22:19 main:574] : INFO : Epoch 1802 | loss: 0.0311345 | val_loss: 0.0311709 | Time: 1671.36 ms [2021-05-11 22:22:20 main:574] : INFO : Epoch 1803 | loss: 0.0311345 | val_loss: 0.0311709 | Time: 1740.35 ms [2021-05-11 22:22:22 main:574] : INFO : Epoch 1804 | loss: 0.031135 | val_loss: 0.0311702 | Time: 1673.56 ms [2021-05-11 22:22:24 main:574] : INFO : Epoch 1805 | loss: 0.0311351 | val_loss: 0.0311739 | Time: 1714.02 ms [2021-05-11 22:22:26 main:574] : INFO : Epoch 1806 | loss: 0.0311351 | val_loss: 0.0311713 | Time: 1680.39 ms [2021-05-11 22:22:27 main:574] : INFO : Epoch 1807 | loss: 0.0311324 | val_loss: 0.0311741 | Time: 1677.87 ms [2021-05-11 22:22:29 main:574] : INFO : Epoch 1808 | loss: 0.0311348 | val_loss: 0.0311764 | Time: 1697.18 ms [2021-05-11 22:22:31 main:574] : INFO : Epoch 1809 | loss: 0.0311344 | val_loss: 0.031173 | Time: 1698.74 ms [2021-05-11 22:22:33 main:574] : INFO : Epoch 1810 | loss: 0.0311339 | val_loss: 0.0311719 | Time: 1709.95 ms [2021-05-11 22:22:34 main:574] : INFO : Epoch 1811 | loss: 0.0311321 | val_loss: 0.0311702 | Time: 1717.98 ms [2021-05-11 22:22:36 main:574] : INFO : Epoch 1812 | loss: 0.0311327 | val_loss: 0.0311696 | Time: 1688 ms [2021-05-11 22:22:38 main:574] : INFO : Epoch 1813 | loss: 0.0311321 | val_loss: 0.031173 | Time: 1664.11 ms [2021-05-11 22:22:40 main:574] : INFO : Epoch 1814 | loss: 0.0311322 | val_loss: 0.0311779 | Time: 1699.64 ms [2021-05-11 22:22:41 main:574] : INFO : Epoch 1815 | loss: 0.0311345 | val_loss: 0.0311721 | Time: 1718 ms [2021-05-11 22:22:43 main:574] : INFO : Epoch 1816 | loss: 0.0311352 | val_loss: 0.0311757 | Time: 1701.29 ms [2021-05-11 22:22:45 main:574] : INFO : Epoch 1817 | loss: 0.0311409 | val_loss: 0.0311729 | Time: 1695.7 ms [2021-05-11 22:22:46 main:574] : INFO : Epoch 1818 | loss: 0.0311448 | val_loss: 0.0311717 | Time: 1700.44 ms [2021-05-11 22:22:48 main:574] : INFO : Epoch 1819 | loss: 0.0311406 | val_loss: 0.0311664 | Time: 1671.96 ms [2021-05-11 22:22:50 main:574] : INFO : Epoch 1820 | loss: 0.0311379 | val_loss: 0.0311726 | Time: 1683.79 ms [2021-05-11 22:22:52 main:574] : INFO : Epoch 1821 | loss: 0.0311365 | val_loss: 0.0311746 | Time: 1672.28 ms [2021-05-11 22:22:53 main:574] : INFO : Epoch 1822 | loss: 0.0311339 | val_loss: 0.0311724 | Time: 1691.23 ms [2021-05-11 22:22:55 main:574] : INFO : Epoch 1823 | loss: 0.0311331 | val_loss: 0.0311827 | Time: 1690.47 ms [2021-05-11 22:22:57 main:574] : INFO : Epoch 1824 | loss: 0.0311343 | val_loss: 0.0311706 | Time: 1695.36 ms [2021-05-11 22:22:58 main:574] : INFO : Epoch 1825 | loss: 0.0311346 | val_loss: 0.0311745 | Time: 1662.2 ms [2021-05-11 22:23:00 main:574] : INFO : Epoch 1826 | loss: 0.0311332 | val_loss: 0.0311754 | Time: 1690.46 ms [2021-05-11 22:23:02 main:574] : INFO : Epoch 1827 | loss: 0.0311359 | val_loss: 0.0311715 | Time: 1695.42 ms [2021-05-11 22:23:04 main:574] : INFO : Epoch 1828 | loss: 0.0311355 | val_loss: 0.0311681 | Time: 1704.53 ms [2021-05-11 22:23:05 main:574] : INFO : Epoch 1829 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 1702.08 ms [2021-05-11 22:23:07 main:574] : INFO : Epoch 1830 | loss: 0.0311454 | val_loss: 0.0311726 | Time: 1693.53 ms [2021-05-11 22:23:09 main:574] : INFO : Epoch 1831 | loss: 0.0311425 | val_loss: 0.0311657 | Time: 1679.75 ms [2021-05-11 22:23:11 main:574] : INFO : Epoch 1832 | loss: 0.0311391 | val_loss: 0.031167 | Time: 1713.11 ms [2021-05-11 22:23:12 main:574] : INFO : Epoch 1833 | loss: 0.0311373 | val_loss: 0.0311665 | Time: 1741.39 ms [2021-05-11 22:23:14 main:574] : INFO : Epoch 1834 | loss: 0.0311363 | val_loss: 0.0311713 | Time: 1717.7 ms [2021-05-11 22:23:16 main:574] : INFO : Epoch 1835 | loss: 0.0311356 | val_loss: 0.0311726 | Time: 1704.62 ms [2021-05-11 22:23:18 main:574] : INFO : Epoch 1836 | loss: 0.0311354 | val_loss: 0.0311665 | Time: 1674.46 ms [2021-05-11 22:23:19 main:574] : INFO : Epoch 1837 | loss: 0.0311337 | val_loss: 0.0311786 | Time: 1692.08 ms [2021-05-11 22:23:21 main:574] : INFO : Epoch 1838 | loss: 0.0311366 | val_loss: 0.0311692 | Time: 1714.27 ms [2021-05-11 22:23:23 main:574] : INFO : Epoch 1839 | loss: 0.0311336 | val_loss: 0.0311694 | Time: 1688.48 ms [2021-05-11 22:23:25 main:574] : INFO : Epoch 1840 | loss: 0.0311331 | val_loss: 0.0311711 | Time: 1689.44 ms [2021-05-11 22:23:26 main:574] : INFO : Epoch 1841 | loss: 0.0311343 | val_loss: 0.0311769 | Time: 1706.89 ms [2021-05-11 22:23:28 main:574] : INFO : Epoch 1842 | loss: 0.0311342 | val_loss: 0.0311709 | Time: 1667.24 ms [2021-05-11 22:23:30 main:574] : INFO : Epoch 1843 | loss: 0.0311307 | val_loss: 0.0311709 | Time: 1689.71 ms [2021-05-11 22:23:31 main:574] : INFO : Epoch 1844 | loss: 0.0311302 | val_loss: 0.03117 | Time: 1714.58 ms [2021-05-11 22:23:33 main:574] : INFO : Epoch 1845 | loss: 0.0311306 | val_loss: 0.0311744 | Time: 1726.94 ms [2021-05-11 22:23:35 main:574] : INFO : Epoch 1846 | loss: 0.0311316 | val_loss: 0.031175 | Time: 1706.46 ms [2021-05-11 22:23:37 main:574] : INFO : Epoch 1847 | loss: 0.0311317 | val_loss: 0.0311728 | Time: 1730.06 ms [2021-05-11 22:23:38 main:574] : INFO : Epoch 1848 | loss: 0.0311311 | val_loss: 0.0311724 | Time: 1661.66 ms [2021-05-11 22:23:40 main:574] : INFO : Epoch 1849 | loss: 0.0311317 | val_loss: 0.0311682 | Time: 1704.63 ms [2021-05-11 22:23:42 main:574] : INFO : Epoch 1850 | loss: 0.031133 | val_loss: 0.0311731 | Time: 1703.57 ms [2021-05-11 22:23:44 main:574] : INFO : Epoch 1851 | loss: 0.0311367 | val_loss: 0.0311734 | Time: 1707.45 ms [2021-05-11 22:23:45 main:574] : INFO : Epoch 1852 | loss: 0.0311368 | val_loss: 0.0311701 | Time: 1693.01 ms [2021-05-11 22:23:47 main:574] : INFO : Epoch 1853 | loss: 0.0311364 | val_loss: 0.0311733 | Time: 1678.88 ms [2021-05-11 22:23:49 main:574] : INFO : Epoch 1854 | loss: 0.0311394 | val_loss: 0.0311812 | Time: 1680.21 ms [2021-05-11 22:23:51 main:574] : INFO : Epoch 1855 | loss: 0.0311511 | val_loss: 0.0311697 | Time: 1695.09 ms [2021-05-11 22:23:52 main:574] : INFO : Epoch 1856 | loss: 0.0311549 | val_loss: 0.0311706 | Time: 1686.52 ms [2021-05-11 22:23:54 main:574] : INFO : Epoch 1857 | loss: 0.031146 | val_loss: 0.0311698 | Time: 1711.6 ms [2021-05-11 22:23:56 main:574] : INFO : Epoch 1858 | loss: 0.0311408 | val_loss: 0.0311721 | Time: 1715.38 ms [2021-05-11 22:23:57 main:574] : INFO : Epoch 1859 | loss: 0.0311414 | val_loss: 0.0311765 | Time: 1664.04 ms [2021-05-11 22:23:59 main:574] : INFO : Epoch 1860 | loss: 0.0311505 | val_loss: 0.031167 | Time: 1679.62 ms [2021-05-11 22:24:01 main:574] : INFO : Epoch 1861 | loss: 0.0311477 | val_loss: 0.0311728 | Time: 1691.34 ms [2021-05-11 22:24:03 main:574] : INFO : Epoch 1862 | loss: 0.0311444 | val_loss: 0.0311657 | Time: 1701.88 ms [2021-05-11 22:24:04 main:574] : INFO : Epoch 1863 | loss: 0.031145 | val_loss: 0.0311662 | Time: 1693.63 ms [2021-05-11 22:24:06 main:574] : INFO : Epoch 1864 | loss: 0.0311415 | val_loss: 0.0311671 | Time: 1679.31 ms [2021-05-11 22:24:08 main:574] : INFO : Epoch 1865 | loss: 0.0311388 | val_loss: 0.031169 | Time: 1666.31 ms [2021-05-11 22:24:10 main:574] : INFO : Epoch 1866 | loss: 0.0311371 | val_loss: 0.0311687 | Time: 1703.37 ms [2021-05-11 22:24:11 main:574] : INFO : Epoch 1867 | loss: 0.031139 | val_loss: 0.031172 | Time: 1703.76 ms [2021-05-11 22:24:13 main:574] : INFO : Epoch 1868 | loss: 0.031137 | val_loss: 0.0311704 | Time: 1699.08 ms [2021-05-11 22:24:15 main:574] : INFO : Epoch 1869 | loss: 0.0311361 | val_loss: 0.0311668 | Time: 1707.21 ms [2021-05-11 22:24:16 main:574] : INFO : Epoch 1870 | loss: 0.0311375 | val_loss: 0.031177 | Time: 1701.98 ms [2021-05-11 22:24:18 main:574] : INFO : Epoch 1871 | loss: 0.0311369 | val_loss: 0.0311699 | Time: 1704.65 ms [2021-05-11 22:24:20 main:574] : INFO : Epoch 1872 | loss: 0.0311336 | val_loss: 0.0311682 | Time: 1711.29 ms [2021-05-11 22:24:22 main:574] : INFO : Epoch 1873 | loss: 0.0311343 | val_loss: 0.0311713 | Time: 1715.37 ms [2021-05-11 22:24:23 main:574] : INFO : Epoch 1874 | loss: 0.0311368 | val_loss: 0.0311713 | Time: 1713.94 ms [2021-05-11 22:24:25 main:574] : INFO : Epoch 1875 | loss: 0.0311368 | val_loss: 0.0311696 | Time: 1712.95 ms [2021-05-11 22:24:27 main:574] : INFO : Epoch 1876 | loss: 0.0311343 | val_loss: 0.0311721 | Time: 1704.95 ms [2021-05-11 22:24:29 main:574] : INFO : Epoch 1877 | loss: 0.0311343 | val_loss: 0.0311673 | Time: 1680.63 ms [2021-05-11 22:24:30 main:574] : INFO : Epoch 1878 | loss: 0.0311372 | val_loss: 0.0311701 | Time: 1721.78 ms [2021-05-11 22:24:32 main:574] : INFO : Epoch 1879 | loss: 0.0311383 | val_loss: 0.0311674 | Time: 1707.82 ms [2021-05-11 22:24:34 main:574] : INFO : Epoch 1880 | loss: 0.0311364 | val_loss: 0.031171 | Time: 1688.8 ms [2021-05-11 22:24:36 main:574] : INFO : Epoch 1881 | loss: 0.0311399 | val_loss: 0.0311682 | Time: 1707.44 ms [2021-05-11 22:24:37 main:574] : INFO : Epoch 1882 | loss: 0.0311422 | val_loss: 0.031165 | Time: 1676.16 ms [2021-05-11 22:24:39 main:574] : INFO : Epoch 1883 | loss: 0.0311398 | val_loss: 0.0311654 | Time: 1684.33 ms [2021-05-11 22:24:41 main:574] : INFO : Epoch 1884 | loss: 0.0311373 | val_loss: 0.031174 | Time: 1707.16 ms [2021-05-11 22:24:43 main:574] : INFO : Epoch 1885 | loss: 0.031138 | val_loss: 0.0311652 | Time: 1683.71 ms [2021-05-11 22:24:44 main:574] : INFO : Epoch 1886 | loss: 0.0311364 | val_loss: 0.0311707 | Time: 1701.47 ms [2021-05-11 22:24:46 main:574] : INFO : Epoch 1887 | loss: 0.0311345 | val_loss: 0.0311691 | Time: 1706.67 ms [2021-05-11 22:24:48 main:574] : INFO : Epoch 1888 | loss: 0.0311329 | val_loss: 0.0311722 | Time: 1669.64 ms [2021-05-11 22:24:49 main:574] : INFO : Epoch 1889 | loss: 0.0311321 | val_loss: 0.0311704 | Time: 1699.49 ms [2021-05-11 22:24:51 main:574] : INFO : Epoch 1890 | loss: 0.0311329 | val_loss: 0.0311704 | Time: 1696.29 ms [2021-05-11 22:24:53 main:574] : INFO : Epoch 1891 | loss: 0.0311325 | val_loss: 0.0311688 | Time: 1715.21 ms [2021-05-11 22:24:55 main:574] : INFO : Epoch 1892 | loss: 0.031133 | val_loss: 0.0311675 | Time: 1707.14 ms [2021-05-11 22:24:56 main:574] : INFO : Epoch 1893 | loss: 0.0311321 | val_loss: 0.0311687 | Time: 1686.05 ms [2021-05-11 22:24:58 main:574] : INFO : Epoch 1894 | loss: 0.0311321 | val_loss: 0.0311744 | Time: 1686.94 ms [2021-05-11 22:25:00 main:574] : INFO : Epoch 1895 | loss: 0.031133 | val_loss: 0.0311705 | Time: 1680.21 ms [2021-05-11 22:25:02 main:574] : INFO : Epoch 1896 | loss: 0.0311327 | val_loss: 0.0311682 | Time: 1679.49 ms [2021-05-11 22:25:03 main:574] : INFO : Epoch 1897 | loss: 0.0311325 | val_loss: 0.0311675 | Time: 1699.73 ms [2021-05-11 22:25:05 main:574] : INFO : Epoch 1898 | loss: 0.0311396 | val_loss: 0.0311685 | Time: 1731.98 ms [2021-05-11 22:25:07 main:574] : INFO : Epoch 1899 | loss: 0.0311362 | val_loss: 0.0311675 | Time: 1697.87 ms [2021-05-11 22:25:08 main:574] : INFO : Epoch 1900 | loss: 0.0311337 | val_loss: 0.0311674 | Time: 1683.98 ms [2021-05-11 22:25:10 main:574] : INFO : Epoch 1901 | loss: 0.031134 | val_loss: 0.0311665 | Time: 1684.77 ms [2021-05-11 22:25:12 main:574] : INFO : Epoch 1902 | loss: 0.0311337 | val_loss: 0.0311717 | Time: 1712.43 ms [2021-05-11 22:25:14 main:574] : INFO : Epoch 1903 | loss: 0.0311374 | val_loss: 0.0311752 | Time: 1698.38 ms [2021-05-11 22:25:15 main:574] : INFO : Epoch 1904 | loss: 0.0311399 | val_loss: 0.0311693 | Time: 1704.72 ms [2021-05-11 22:25:17 main:574] : INFO : Epoch 1905 | loss: 0.0311387 | val_loss: 0.0311659 | Time: 1657.25 ms [2021-05-11 22:25:19 main:574] : INFO : Epoch 1906 | loss: 0.0311379 | val_loss: 0.0311699 | Time: 1682.66 ms [2021-05-11 22:25:21 main:574] : INFO : Epoch 1907 | loss: 0.0311381 | val_loss: 0.0311711 | Time: 1709.86 ms [2021-05-11 22:25:22 main:574] : INFO : Epoch 1908 | loss: 0.0311366 | val_loss: 0.0311692 | Time: 1719.48 ms [2021-05-11 22:25:24 main:574] : INFO : Epoch 1909 | loss: 0.0311358 | val_loss: 0.0311724 | Time: 1729.86 ms [2021-05-11 22:25:26 main:574] : INFO : Epoch 1910 | loss: 0.0311363 | val_loss: 0.0311652 | Time: 1700.41 ms [2021-05-11 22:25:28 main:574] : INFO : Epoch 1911 | loss: 0.0311341 | val_loss: 0.0311738 | Time: 1671.71 ms [2021-05-11 22:25:29 main:574] : INFO : Epoch 1912 | loss: 0.0311356 | val_loss: 0.0311689 | Time: 1667.92 ms [2021-05-11 22:25:31 main:574] : INFO : Epoch 1913 | loss: 0.0311336 | val_loss: 0.0311644 | Time: 1725.59 ms [2021-05-11 22:25:33 main:574] : INFO : Epoch 1914 | loss: 0.0311341 | val_loss: 0.0311689 | Time: 1691.96 ms [2021-05-11 22:25:34 main:574] : INFO : Epoch 1915 | loss: 0.0311344 | val_loss: 0.03117 | Time: 1691.44 ms [2021-05-11 22:25:36 main:574] : INFO : Epoch 1916 | loss: 0.0311321 | val_loss: 0.0311703 | Time: 1690.24 ms [2021-05-11 22:25:38 main:574] : INFO : Epoch 1917 | loss: 0.0311334 | val_loss: 0.0311688 | Time: 1655.81 ms [2021-05-11 22:25:40 main:574] : INFO : Epoch 1918 | loss: 0.0311343 | val_loss: 0.0311706 | Time: 1706.02 ms [2021-05-11 22:25:41 main:574] : INFO : Epoch 1919 | loss: 0.0311338 | val_loss: 0.0311714 | Time: 1721.08 ms [2021-05-11 22:25:43 main:574] : INFO : Epoch 1920 | loss: 0.0311318 | val_loss: 0.0311702 | Time: 1701.96 ms [2021-05-11 22:25:45 main:574] : INFO : Epoch 1921 | loss: 0.0311319 | val_loss: 0.0311725 | Time: 1701.95 ms [2021-05-11 22:25:47 main:574] : INFO : Epoch 1922 | loss: 0.0311319 | val_loss: 0.0311731 | Time: 1706.32 ms [2021-05-11 22:25:48 main:574] : INFO : Epoch 1923 | loss: 0.031135 | val_loss: 0.0311693 | Time: 1676.46 ms [2021-05-11 22:25:50 main:574] : INFO : Epoch 1924 | loss: 0.0311335 | val_loss: 0.0311656 | Time: 1702.11 ms [2021-05-11 22:25:52 main:574] : INFO : Epoch 1925 | loss: 0.0311341 | val_loss: 0.0311696 | Time: 1662.52 ms [2021-05-11 22:25:53 main:574] : INFO : Epoch 1926 | loss: 0.0311343 | val_loss: 0.0311689 | Time: 1723.68 ms [2021-05-11 22:25:55 main:574] : INFO : Epoch 1927 | loss: 0.0311353 | val_loss: 0.0311679 | Time: 1712.51 ms [2021-05-11 22:25:57 main:574] : INFO : Epoch 1928 | loss: 0.0311373 | val_loss: 0.0311703 | Time: 1723.66 ms [2021-05-11 22:25:59 main:574] : INFO : Epoch 1929 | loss: 0.0311319 | val_loss: 0.0311688 | Time: 1663.25 ms [2021-05-11 22:26:00 main:574] : INFO : Epoch 1930 | loss: 0.0311322 | val_loss: 0.0311741 | Time: 1726.35 ms [2021-05-11 22:26:02 main:574] : INFO : Epoch 1931 | loss: 0.0311349 | val_loss: 0.0311712 | Time: 1701.55 ms [2021-05-11 22:26:04 main:574] : INFO : Epoch 1932 | loss: 0.0311326 | val_loss: 0.0311713 | Time: 1704.19 ms [2021-05-11 22:26:06 main:574] : INFO : Epoch 1933 | loss: 0.0311325 | val_loss: 0.0311711 | Time: 1736.65 ms [2021-05-11 22:26:07 main:574] : INFO : Epoch 1934 | loss: 0.0311355 | val_loss: 0.0311767 | Time: 1671.35 ms [2021-05-11 22:26:09 main:574] : INFO : Epoch 1935 | loss: 0.0311374 | val_loss: 0.0311723 | Time: 1682.28 ms [2021-05-11 22:26:11 main:574] : INFO : Epoch 1936 | loss: 0.031135 | val_loss: 0.0311666 | Time: 1705.14 ms [2021-05-11 22:26:13 main:574] : INFO : Epoch 1937 | loss: 0.0311387 | val_loss: 0.0311662 | Time: 1689.54 ms [2021-05-11 22:26:14 main:574] : INFO : Epoch 1938 | loss: 0.0311347 | val_loss: 0.0311705 | Time: 1705.92 ms [2021-05-11 22:26:16 main:574] : INFO : Epoch 1939 | loss: 0.0311327 | val_loss: 0.0311682 | Time: 1705.28 ms [2021-05-11 22:26:18 main:574] : INFO : Epoch 1940 | loss: 0.0311331 | val_loss: 0.031175 | Time: 1677.53 ms [2021-05-11 22:26:19 main:574] : INFO : Epoch 1941 | loss: 0.0311342 | val_loss: 0.0311709 | Time: 1676.02 ms [2021-05-11 22:26:21 main:574] : INFO : Epoch 1942 | loss: 0.0311349 | val_loss: 0.0311766 | Time: 1712.44 ms [2021-05-11 22:26:23 main:574] : INFO : Epoch 1943 | loss: 0.0311338 | val_loss: 0.031171 | Time: 1696.78 ms [2021-05-11 22:26:25 main:574] : INFO : Epoch 1944 | loss: 0.0311327 | val_loss: 0.0311695 | Time: 1707.12 ms [2021-05-11 22:26:26 main:574] : INFO : Epoch 1945 | loss: 0.0311316 | val_loss: 0.031175 | Time: 1704.17 ms [2021-05-11 22:26:28 main:574] : INFO : Epoch 1946 | loss: 0.031132 | val_loss: 0.0311713 | Time: 1683.62 ms [2021-05-11 22:26:30 main:574] : INFO : Epoch 1947 | loss: 0.0311314 | val_loss: 0.0311709 | Time: 1690.42 ms [2021-05-11 22:26:32 main:574] : INFO : Epoch 1948 | loss: 0.0311316 | val_loss: 0.0311722 | Time: 1696.02 ms [2021-05-11 22:26:33 main:574] : INFO : Epoch 1949 | loss: 0.031134 | val_loss: 0.0311703 | Time: 1684.51 ms [2021-05-11 22:26:35 main:574] : INFO : Epoch 1950 | loss: 0.0311316 | val_loss: 0.0311725 | Time: 1689.45 ms [2021-05-11 22:26:37 main:574] : INFO : Epoch 1951 | loss: 0.0311337 | val_loss: 0.0311681 | Time: 1713.63 ms [2021-05-11 22:26:38 main:574] : INFO : Epoch 1952 | loss: 0.0311352 | val_loss: 0.0311697 | Time: 1675.48 ms [2021-05-11 22:26:40 main:574] : INFO : Epoch 1953 | loss: 0.0311351 | val_loss: 0.0311753 | Time: 1697.71 ms [2021-05-11 22:26:42 main:574] : INFO : Epoch 1954 | loss: 0.0311339 | val_loss: 0.0311719 | Time: 1688.9 ms [2021-05-11 22:26:44 main:574] : INFO : Epoch 1955 | loss: 0.0311343 | val_loss: 0.0311726 | Time: 1712.3 ms [2021-05-11 22:26:45 main:574] : INFO : Epoch 1956 | loss: 0.031135 | val_loss: 0.0311735 | Time: 1693.9 ms [2021-05-11 22:26:47 main:574] : INFO : Epoch 1957 | loss: 0.0311336 | val_loss: 0.0311721 | Time: 1677.62 ms [2021-05-11 22:26:49 main:574] : INFO : Epoch 1958 | loss: 0.0311334 | val_loss: 0.031175 | Time: 1688.52 ms [2021-05-11 22:26:51 main:574] : INFO : Epoch 1959 | loss: 0.0311374 | val_loss: 0.0311702 | Time: 1716.41 ms [2021-05-11 22:26:52 main:574] : INFO : Epoch 1960 | loss: 0.0311379 | val_loss: 0.0311724 | Time: 1688.35 ms [2021-05-11 22:26:54 main:574] : INFO : Epoch 1961 | loss: 0.0311365 | val_loss: 0.0311751 | Time: 1696.71 ms [2021-05-11 22:26:56 main:574] : INFO : Epoch 1962 | loss: 0.0311526 | val_loss: 0.0312042 | Time: 1711.55 ms [2021-05-11 22:26:57 main:574] : INFO : Epoch 1963 | loss: 0.0313346 | val_loss: 0.0353137 | Time: 1695.31 ms [2021-05-11 22:26:59 main:574] : INFO : Epoch 1964 | loss: 0.0376563 | val_loss: 0.0327639 | Time: 1702.53 ms [2021-05-11 22:27:01 main:574] : INFO : Epoch 1965 | loss: 0.0330921 | val_loss: 0.0320298 | Time: 1700.54 ms [2021-05-11 22:27:03 main:574] : INFO : Epoch 1966 | loss: 0.0317208 | val_loss: 0.031339 | Time: 1701.37 ms [2021-05-11 22:27:04 main:574] : INFO : Epoch 1967 | loss: 0.0313159 | val_loss: 0.0312803 | Time: 1734.2 ms [2021-05-11 22:27:06 main:574] : INFO : Epoch 1968 | loss: 0.0312634 | val_loss: 0.031253 | Time: 1695.61 ms [2021-05-11 22:27:08 main:574] : INFO : Epoch 1969 | loss: 0.031252 | val_loss: 0.0312503 | Time: 1679.03 ms [2021-05-11 22:27:10 main:574] : INFO : Epoch 1970 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 1666.12 ms [2021-05-11 22:27:11 main:574] : INFO : Epoch 1971 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 1693.31 ms [2021-05-11 22:27:13 main:574] : INFO : Epoch 1972 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1691.4 ms [2021-05-11 22:27:15 main:574] : INFO : Epoch 1973 | loss: 0.031249 | val_loss: 0.0312486 | Time: 1708.72 ms [2021-05-11 22:27:17 main:574] : INFO : Epoch 1974 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 1712.98 ms [2021-05-11 22:27:18 main:574] : INFO : Epoch 1975 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 1662.45 ms [2021-05-11 22:27:20 main:574] : INFO : Epoch 1976 | loss: 0.0312487 | val_loss: 0.0312485 | Time: 1693.87 ms [2021-05-11 22:27:22 main:574] : INFO : Epoch 1977 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1689.07 ms [2021-05-11 22:27:23 main:574] : INFO : Epoch 1978 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 1709.43 ms [2021-05-11 22:27:25 main:574] : INFO : Epoch 1979 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 1683.19 ms [2021-05-11 22:27:27 main:574] : INFO : Epoch 1980 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 1698.3 ms [2021-05-11 22:27:29 main:574] : INFO : Epoch 1981 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 1676.2 ms [2021-05-11 22:27:30 main:574] : INFO : Epoch 1982 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 1702.86 ms [2021-05-11 22:27:32 main:574] : INFO : Epoch 1983 | loss: 0.0312484 | val_loss: 0.031251 | Time: 1718.26 ms [2021-05-11 22:27:34 main:574] : INFO : Epoch 1984 | loss: 0.031248 | val_loss: 0.0312453 | Time: 1765.76 ms [2021-05-11 22:27:36 main:574] : INFO : Epoch 1985 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 1703.94 ms [2021-05-11 22:27:37 main:574] : INFO : Epoch 1986 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 1675.22 ms [2021-05-11 22:27:39 main:574] : INFO : Epoch 1987 | loss: 0.0312457 | val_loss: 0.0312442 | Time: 1668.95 ms [2021-05-11 22:27:41 main:574] : INFO : Epoch 1988 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 1696.64 ms [2021-05-11 22:27:42 main:574] : INFO : Epoch 1989 | loss: 0.031244 | val_loss: 0.0312426 | Time: 1688.24 ms [2021-05-11 22:27:44 main:574] : INFO : Epoch 1990 | loss: 0.0312428 | val_loss: 0.0312421 | Time: 1697.67 ms [2021-05-11 22:27:46 main:574] : INFO : Epoch 1991 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 1689.37 ms [2021-05-11 22:27:48 main:574] : INFO : Epoch 1992 | loss: 0.0312427 | val_loss: 0.0312408 | Time: 1671.93 ms [2021-05-11 22:27:49 main:574] : INFO : Epoch 1993 | loss: 0.0312414 | val_loss: 0.0312396 | Time: 1703.63 ms [2021-05-11 22:27:51 main:574] : INFO : Epoch 1994 | loss: 0.0312417 | val_loss: 0.0312385 | Time: 1695.62 ms [2021-05-11 22:27:53 main:574] : INFO : Epoch 1995 | loss: 0.0312434 | val_loss: 0.0312471 | Time: 1710.87 ms [2021-05-11 22:27:55 main:574] : INFO : Epoch 1996 | loss: 0.0312431 | val_loss: 0.0312492 | Time: 1708.89 ms [2021-05-11 22:27:56 main:574] : INFO : Epoch 1997 | loss: 0.0312395 | val_loss: 0.0312428 | Time: 1720.84 ms [2021-05-11 22:27:58 main:574] : INFO : Epoch 1998 | loss: 0.0312382 | val_loss: 0.0312385 | Time: 1657.45 ms [2021-05-11 22:28:00 main:574] : INFO : Epoch 1999 | loss: 0.0312378 | val_loss: 0.0312375 | Time: 1717.29 ms [2021-05-11 22:28:01 main:574] : INFO : Epoch 2000 | loss: 0.0312346 | val_loss: 0.0312322 | Time: 1688.54 ms [2021-05-11 22:28:03 main:574] : INFO : Epoch 2001 | loss: 0.0312492 | val_loss: 0.0312304 | Time: 1699 ms [2021-05-11 22:28:05 main:574] : INFO : Epoch 2002 | loss: 0.0312305 | val_loss: 0.0312314 | Time: 1692.5 ms [2021-05-11 22:28:07 main:574] : INFO : Epoch 2003 | loss: 0.03123 | val_loss: 0.0312273 | Time: 1687.08 ms [2021-05-11 22:28:08 main:574] : INFO : Epoch 2004 | loss: 0.0312268 | val_loss: 0.0312225 | Time: 1675.87 ms [2021-05-11 22:28:10 main:574] : INFO : Epoch 2005 | loss: 0.0312257 | val_loss: 0.0312249 | Time: 1687.86 ms [2021-05-11 22:28:12 main:574] : INFO : Epoch 2006 | loss: 0.031223 | val_loss: 0.0312202 | Time: 1737.17 ms [2021-05-11 22:28:14 main:574] : INFO : Epoch 2007 | loss: 0.0312224 | val_loss: 0.031219 | Time: 1699.5 ms [2021-05-11 22:28:15 main:574] : INFO : Epoch 2008 | loss: 0.0312222 | val_loss: 0.0312198 | Time: 1705.67 ms [2021-05-11 22:28:17 main:574] : INFO : Epoch 2009 | loss: 0.0312241 | val_loss: 0.0312185 | Time: 1690.6 ms [2021-05-11 22:28:19 main:574] : INFO : Epoch 2010 | loss: 0.0312223 | val_loss: 0.0312231 | Time: 1680.16 ms [2021-05-11 22:28:21 main:574] : INFO : Epoch 2011 | loss: 0.0312266 | val_loss: 0.0312282 | Time: 1703.52 ms [2021-05-11 22:28:22 main:574] : INFO : Epoch 2012 | loss: 0.0312226 | val_loss: 0.0312217 | Time: 1710.59 ms [2021-05-11 22:28:24 main:574] : INFO : Epoch 2013 | loss: 0.0312225 | val_loss: 0.0312179 | Time: 1697.93 ms [2021-05-11 22:28:26 main:574] : INFO : Epoch 2014 | loss: 0.0312208 | val_loss: 0.0312196 | Time: 1695.38 ms [2021-05-11 22:28:27 main:574] : INFO : Epoch 2015 | loss: 0.0312203 | val_loss: 0.0312143 | Time: 1664.68 ms [2021-05-11 22:28:29 main:574] : INFO : Epoch 2016 | loss: 0.0312178 | val_loss: 0.0312154 | Time: 1678.97 ms [2021-05-11 22:28:31 main:574] : INFO : Epoch 2017 | loss: 0.0312196 | val_loss: 0.0312191 | Time: 1719.49 ms [2021-05-11 22:28:33 main:574] : INFO : Epoch 2018 | loss: 0.0312185 | val_loss: 0.0312171 | Time: 1719.32 ms [2021-05-11 22:28:34 main:574] : INFO : Epoch 2019 | loss: 0.0312235 | val_loss: 0.0312156 | Time: 1698.87 ms [2021-05-11 22:28:36 main:574] : INFO : Epoch 2020 | loss: 0.0312261 | val_loss: 0.0312143 | Time: 1693.58 ms [2021-05-11 22:28:38 main:574] : INFO : Epoch 2021 | loss: 0.0312177 | val_loss: 0.0312138 | Time: 1663.25 ms [2021-05-11 22:28:40 main:574] : INFO : Epoch 2022 | loss: 0.0312161 | val_loss: 0.0312156 | Time: 1722.43 ms [2021-05-11 22:28:41 main:574] : INFO : Epoch 2023 | loss: 0.0312178 | val_loss: 0.0312197 | Time: 1712.78 ms [2021-05-11 22:28:43 main:574] : INFO : Epoch 2024 | loss: 0.031217 | val_loss: 0.0312132 | Time: 1716.32 ms [2021-05-11 22:28:45 main:574] : INFO : Epoch 2025 | loss: 0.0312135 | val_loss: 0.0312115 | Time: 1702.63 ms [2021-05-11 22:28:47 main:574] : INFO : Epoch 2026 | loss: 0.0312151 | val_loss: 0.0312152 | Time: 1694.49 ms [2021-05-11 22:28:48 main:574] : INFO : Epoch 2027 | loss: 0.031217 | val_loss: 0.0312304 | Time: 1675.25 ms [2021-05-11 22:28:50 main:574] : INFO : Epoch 2028 | loss: 0.0312174 | val_loss: 0.0312101 | Time: 1718.51 ms [2021-05-11 22:28:52 main:574] : INFO : Epoch 2029 | loss: 0.0312144 | val_loss: 0.0312187 | Time: 1695.64 ms [2021-05-11 22:28:54 main:574] : INFO : Epoch 2030 | loss: 0.0312152 | val_loss: 0.0312159 | Time: 1726.29 ms [2021-05-11 22:28:55 main:574] : INFO : Epoch 2031 | loss: 0.0312126 | val_loss: 0.0312091 | Time: 1697.94 ms [2021-05-11 22:28:57 main:574] : INFO : Epoch 2032 | loss: 0.0312125 | val_loss: 0.0312103 | Time: 1745.46 ms [2021-05-11 22:28:59 main:574] : INFO : Epoch 2033 | loss: 0.0312129 | val_loss: 0.0312164 | Time: 1666.46 ms [2021-05-11 22:29:00 main:574] : INFO : Epoch 2034 | loss: 0.0312116 | val_loss: 0.0312078 | Time: 1695.77 ms [2021-05-11 22:29:02 main:574] : INFO : Epoch 2035 | loss: 0.0312106 | val_loss: 0.031207 | Time: 1683.3 ms [2021-05-11 22:29:04 main:574] : INFO : Epoch 2036 | loss: 0.0312112 | val_loss: 0.0312088 | Time: 1697.46 ms [2021-05-11 22:29:06 main:574] : INFO : Epoch 2037 | loss: 0.0312125 | val_loss: 0.0312156 | Time: 1717.37 ms [2021-05-11 22:29:07 main:574] : INFO : Epoch 2038 | loss: 0.031211 | val_loss: 0.0312095 | Time: 1688.19 ms [2021-05-11 22:29:09 main:574] : INFO : Epoch 2039 | loss: 0.0312138 | val_loss: 0.0312082 | Time: 1684.7 ms [2021-05-11 22:29:11 main:574] : INFO : Epoch 2040 | loss: 0.0312105 | val_loss: 0.0312068 | Time: 1716.34 ms [2021-05-11 22:29:13 main:574] : INFO : Epoch 2041 | loss: 0.0312144 | val_loss: 0.0312142 | Time: 1711.18 ms [2021-05-11 22:29:14 main:574] : INFO : Epoch 2042 | loss: 0.0312147 | val_loss: 0.0312116 | Time: 1691.24 ms [2021-05-11 22:29:16 main:574] : INFO : Epoch 2043 | loss: 0.031216 | val_loss: 0.031218 | Time: 1715.48 ms [2021-05-11 22:29:18 main:574] : INFO : Epoch 2044 | loss: 0.0312125 | val_loss: 0.0312078 | Time: 1657.97 ms [2021-05-11 22:29:20 main:574] : INFO : Epoch 2045 | loss: 0.031209 | val_loss: 0.0312056 | Time: 1700.34 ms [2021-05-11 22:29:21 main:574] : INFO : Epoch 2046 | loss: 0.0312102 | val_loss: 0.0312181 | Time: 1694.84 ms [2021-05-11 22:29:23 main:574] : INFO : Epoch 2047 | loss: 0.0312206 | val_loss: 0.0312331 | Time: 1691.1 ms [2021-05-11 22:29:25 main:574] : INFO : Epoch 2048 | loss: 0.0312174 | val_loss: 0.0312077 | Time: 1693.25 ms [2021-05-11 22:29:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312077 [2021-05-11 22:29:25 main:603] : INFO : Saving end state to config to file [2021-05-11 22:29:25 main:608] : INFO : Success, exiting.. 22:29:25 (15940): 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)