Task 5135574
| Name | ParityModified-1619581163-14097-1_0 |
| Workunit | 3085109 |
| Created | 3 May 2021, 6:19:37 UTC |
| Sent | 11 May 2021, 7:31:12 UTC |
| Report deadline | 18 May 2021, 7:31:12 UTC |
| Received | 11 May 2021, 16:03:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 59 min 33 sec |
| CPU time | 57 min 27 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> 4:28 main:574] : INFO : Epoch 1542 | loss: 0.0311552 | val_loss: 0.0311719 | Time: 1693.54 ms [2021-05-11 18:14:29 main:574] : INFO : Epoch 1543 | loss: 0.031158 | val_loss: 0.0311676 | Time: 1684.31 ms [2021-05-11 18:14:31 main:574] : INFO : Epoch 1544 | loss: 0.0311576 | val_loss: 0.03117 | Time: 1699.02 ms [2021-05-11 18:14:33 main:574] : INFO : Epoch 1545 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 1730.71 ms [2021-05-11 18:14:35 main:574] : INFO : Epoch 1546 | loss: 0.031156 | val_loss: 0.0311741 | Time: 1717.3 ms [2021-05-11 18:14:36 main:574] : INFO : Epoch 1547 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 1708.09 ms [2021-05-11 18:14:38 main:574] : INFO : Epoch 1548 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 1652.84 ms [2021-05-11 18:14:40 main:574] : INFO : Epoch 1549 | loss: 0.0311603 | val_loss: 0.031181 | Time: 1705.92 ms [2021-05-11 18:14:42 main:574] : INFO : Epoch 1550 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 1713.82 ms [2021-05-11 18:14:43 main:574] : INFO : Epoch 1551 | loss: 0.0311548 | val_loss: 0.0311769 | Time: 1698.15 ms [2021-05-11 18:14:45 main:574] : INFO : Epoch 1552 | loss: 0.0311551 | val_loss: 0.0311719 | Time: 1679.8 ms [2021-05-11 18:14:47 main:574] : INFO : Epoch 1553 | loss: 0.0311558 | val_loss: 0.0311681 | Time: 1722.16 ms [2021-05-11 18:14:48 main:574] : INFO : Epoch 1554 | loss: 0.0311581 | val_loss: 0.0311729 | Time: 1679.66 ms [2021-05-11 18:14:50 main:574] : INFO : Epoch 1555 | loss: 0.0311603 | val_loss: 0.0311688 | Time: 1711.13 ms [2021-05-11 18:14:52 main:574] : INFO : Epoch 1556 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 1713.33 ms [2021-05-11 18:14:54 main:574] : INFO : Epoch 1557 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 1692.36 ms [2021-05-11 18:14:56 main:574] : INFO : Epoch 1558 | loss: 0.0311543 | val_loss: 0.0311703 | Time: 1718.84 ms [2021-05-11 18:14:57 main:574] : INFO : Epoch 1559 | loss: 0.0311532 | val_loss: 0.0311713 | Time: 1679.16 ms [2021-05-11 18:14:59 main:574] : INFO : Epoch 1560 | loss: 0.0311541 | val_loss: 0.0311717 | Time: 1687.24 ms [2021-05-11 18:15:01 main:574] : INFO : Epoch 1561 | loss: 0.0311522 | val_loss: 0.0311722 | Time: 1694.02 ms [2021-05-11 18:15:02 main:574] : INFO : Epoch 1562 | loss: 0.0311541 | val_loss: 0.0311727 | Time: 1696.23 ms [2021-05-11 18:15:04 main:574] : INFO : Epoch 1563 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 1693.96 ms [2021-05-11 18:15:06 main:574] : INFO : Epoch 1564 | loss: 0.0311538 | val_loss: 0.031171 | Time: 1690.95 ms [2021-05-11 18:15:08 main:574] : INFO : Epoch 1565 | loss: 0.0311528 | val_loss: 0.0311758 | Time: 1665.1 ms [2021-05-11 18:15:09 main:574] : INFO : Epoch 1566 | loss: 0.0311559 | val_loss: 0.0311681 | Time: 1687.97 ms [2021-05-11 18:15:11 main:574] : INFO : Epoch 1567 | loss: 0.0311533 | val_loss: 0.0311749 | Time: 1684.43 ms [2021-05-11 18:15:13 main:574] : INFO : Epoch 1568 | loss: 0.0311542 | val_loss: 0.0311712 | Time: 1715.97 ms [2021-05-11 18:15:15 main:574] : INFO : Epoch 1569 | loss: 0.0311584 | val_loss: 0.0311828 | Time: 1691.92 ms [2021-05-11 18:15:16 main:574] : INFO : Epoch 1570 | loss: 0.0311543 | val_loss: 0.0311719 | Time: 1703.13 ms [2021-05-11 18:15:18 main:574] : INFO : Epoch 1571 | loss: 0.0311525 | val_loss: 0.0311714 | Time: 1657.89 ms [2021-05-11 18:15:20 main:574] : INFO : Epoch 1572 | loss: 0.0311526 | val_loss: 0.0311735 | Time: 1694.38 ms [2021-05-11 18:15:22 main:574] : INFO : Epoch 1573 | loss: 0.0311528 | val_loss: 0.0311706 | Time: 1684.62 ms [2021-05-11 18:15:23 main:574] : INFO : Epoch 1574 | loss: 0.0311515 | val_loss: 0.0311737 | Time: 1700.85 ms [2021-05-11 18:15:25 main:574] : INFO : Epoch 1575 | loss: 0.031157 | val_loss: 0.0311848 | Time: 1696.84 ms [2021-05-11 18:15:27 main:574] : INFO : Epoch 1576 | loss: 0.0311544 | val_loss: 0.0311763 | Time: 1695.02 ms [2021-05-11 18:15:29 main:574] : INFO : Epoch 1577 | loss: 0.0311542 | val_loss: 0.03117 | Time: 1678.31 ms [2021-05-11 18:15:30 main:574] : INFO : Epoch 1578 | loss: 0.0311511 | val_loss: 0.0311699 | Time: 1707.35 ms [2021-05-11 18:15:32 main:574] : INFO : Epoch 1579 | loss: 0.0311518 | val_loss: 0.0311739 | Time: 1711.72 ms [2021-05-11 18:15:34 main:574] : INFO : Epoch 1580 | loss: 0.0311532 | val_loss: 0.0311718 | Time: 1702.23 ms [2021-05-11 18:15:36 main:574] : INFO : Epoch 1581 | loss: 0.0311516 | val_loss: 0.0311712 | Time: 1724.6 ms [2021-05-11 18:15:37 main:574] : INFO : Epoch 1582 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 1684.9 ms [2021-05-11 18:15:39 main:574] : INFO : Epoch 1583 | loss: 0.0311524 | val_loss: 0.0311736 | Time: 1680.77 ms [2021-05-11 18:15:41 main:574] : INFO : Epoch 1584 | loss: 0.0311559 | val_loss: 0.0311769 | Time: 1678.39 ms [2021-05-11 18:15:43 main:574] : INFO : Epoch 1585 | loss: 0.0311551 | val_loss: 0.031173 | Time: 1722.83 ms [2021-05-11 18:15:44 main:574] : INFO : Epoch 1586 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 1721.37 ms [2021-05-11 18:15:46 main:574] : INFO : Epoch 1587 | loss: 0.031151 | val_loss: 0.0311705 | Time: 1707.22 ms [2021-05-11 18:15:48 main:574] : INFO : Epoch 1588 | loss: 0.0311533 | val_loss: 0.0311718 | Time: 1678.08 ms [2021-05-11 18:15:50 main:574] : INFO : Epoch 1589 | loss: 0.0311577 | val_loss: 0.0311916 | Time: 1689.89 ms [2021-05-11 18:15:51 main:574] : INFO : Epoch 1590 | loss: 0.0311541 | val_loss: 0.0311899 | Time: 1692.49 ms [2021-05-11 18:15:53 main:574] : INFO : Epoch 1591 | loss: 0.0311598 | val_loss: 0.0311743 | Time: 1697.62 ms [2021-05-11 18:15:55 main:574] : INFO : Epoch 1592 | loss: 0.0311561 | val_loss: 0.0311775 | Time: 1714.69 ms [2021-05-11 18:15:57 main:574] : INFO : Epoch 1593 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 1706.76 ms [2021-05-11 18:15:58 main:574] : INFO : Epoch 1594 | loss: 0.0311523 | val_loss: 0.0311703 | Time: 1670.3 ms [2021-05-11 18:16:00 main:574] : INFO : Epoch 1595 | loss: 0.0311499 | val_loss: 0.0311724 | Time: 1704.75 ms [2021-05-11 18:16:02 main:574] : INFO : Epoch 1596 | loss: 0.0311506 | val_loss: 0.0311707 | Time: 1686.62 ms [2021-05-11 18:16:03 main:574] : INFO : Epoch 1597 | loss: 0.0311504 | val_loss: 0.0311699 | Time: 1729.47 ms [2021-05-11 18:16:05 main:574] : INFO : Epoch 1598 | loss: 0.0311533 | val_loss: 0.031171 | Time: 1696.69 ms [2021-05-11 18:16:07 main:574] : INFO : Epoch 1599 | loss: 0.0311524 | val_loss: 0.0311743 | Time: 1710.71 ms [2021-05-11 18:16:09 main:574] : INFO : Epoch 1600 | loss: 0.0311533 | val_loss: 0.0311813 | Time: 1685.18 ms [2021-05-11 18:16:10 main:574] : INFO : Epoch 1601 | loss: 0.0311535 | val_loss: 0.0311702 | Time: 1701.48 ms [2021-05-11 18:16:12 main:574] : INFO : Epoch 1602 | loss: 0.0311509 | val_loss: 0.0311729 | Time: 1709.42 ms [2021-05-11 18:16:14 main:574] : INFO : Epoch 1603 | loss: 0.0311552 | val_loss: 0.0311719 | Time: 1700.96 ms [2021-05-11 18:16:16 main:574] : INFO : Epoch 1604 | loss: 0.0311505 | val_loss: 0.0311779 | Time: 1710.78 ms [2021-05-11 18:16:17 main:574] : INFO : Epoch 1605 | loss: 0.0311534 | val_loss: 0.0311722 | Time: 1671.03 ms [2021-05-11 18:16:19 main:574] : INFO : Epoch 1606 | loss: 0.0311576 | val_loss: 0.0311875 | Time: 1667.85 ms [2021-05-11 18:16:21 main:574] : INFO : Epoch 1607 | loss: 0.03116 | val_loss: 0.0311711 | Time: 1695.09 ms [2021-05-11 18:16:23 main:574] : INFO : Epoch 1608 | loss: 0.0311499 | val_loss: 0.031171 | Time: 1688.91 ms [2021-05-11 18:16:24 main:574] : INFO : Epoch 1609 | loss: 0.0311495 | val_loss: 0.0311724 | Time: 1714.86 ms [2021-05-11 18:16:26 main:574] : INFO : Epoch 1610 | loss: 0.0311515 | val_loss: 0.0311726 | Time: 1715.31 ms [2021-05-11 18:16:28 main:574] : INFO : Epoch 1611 | loss: 0.0311498 | val_loss: 0.0311739 | Time: 1657.74 ms [2021-05-11 18:16:30 main:574] : INFO : Epoch 1612 | loss: 0.0311516 | val_loss: 0.0311712 | Time: 1685.54 ms [2021-05-11 18:16:31 main:574] : INFO : Epoch 1613 | loss: 0.0311491 | val_loss: 0.0311694 | Time: 1703.79 ms [2021-05-11 18:16:33 main:574] : INFO : Epoch 1614 | loss: 0.0311509 | val_loss: 0.0311785 | Time: 1699.08 ms [2021-05-11 18:16:35 main:574] : INFO : Epoch 1615 | loss: 0.0311505 | val_loss: 0.0311709 | Time: 1695.26 ms [2021-05-11 18:16:37 main:574] : INFO : Epoch 1616 | loss: 0.0311548 | val_loss: 0.0311811 | Time: 1703.6 ms [2021-05-11 18:16:38 main:574] : INFO : Epoch 1617 | loss: 0.0311528 | val_loss: 0.0311692 | Time: 1672.06 ms [2021-05-11 18:16:40 main:574] : INFO : Epoch 1618 | loss: 0.0311515 | val_loss: 0.0311715 | Time: 1689.93 ms [2021-05-11 18:16:42 main:574] : INFO : Epoch 1619 | loss: 0.0311503 | val_loss: 0.0311743 | Time: 1687.43 ms [2021-05-11 18:16:43 main:574] : INFO : Epoch 1620 | loss: 0.0311496 | val_loss: 0.0311698 | Time: 1709.12 ms [2021-05-11 18:16:45 main:574] : INFO : Epoch 1621 | loss: 0.0311502 | val_loss: 0.0311741 | Time: 1715.78 ms [2021-05-11 18:16:47 main:574] : INFO : Epoch 1622 | loss: 0.0311508 | val_loss: 0.0311696 | Time: 1699.99 ms [2021-05-11 18:16:49 main:574] : INFO : Epoch 1623 | loss: 0.0311501 | val_loss: 0.031178 | Time: 1681.38 ms [2021-05-11 18:16:50 main:574] : INFO : Epoch 1624 | loss: 0.0311494 | val_loss: 0.0311719 | Time: 1726.52 ms [2021-05-11 18:16:52 main:574] : INFO : Epoch 1625 | loss: 0.0311478 | val_loss: 0.0311698 | Time: 1689.41 ms [2021-05-11 18:16:54 main:574] : INFO : Epoch 1626 | loss: 0.0311502 | val_loss: 0.0311721 | Time: 1738.76 ms [2021-05-11 18:16:56 main:574] : INFO : Epoch 1627 | loss: 0.031151 | val_loss: 0.0311725 | Time: 1711.18 ms [2021-05-11 18:16:57 main:574] : INFO : Epoch 1628 | loss: 0.0311479 | val_loss: 0.0311774 | Time: 1678.9 ms [2021-05-11 18:16:59 main:574] : INFO : Epoch 1629 | loss: 0.0311516 | val_loss: 0.0311766 | Time: 1678.54 ms [2021-05-11 18:17:01 main:574] : INFO : Epoch 1630 | loss: 0.0311529 | val_loss: 0.0311752 | Time: 1706.16 ms [2021-05-11 18:17:03 main:574] : INFO : Epoch 1631 | loss: 0.0311515 | val_loss: 0.0311706 | Time: 1708.86 ms [2021-05-11 18:17:04 main:574] : INFO : Epoch 1632 | loss: 0.0311545 | val_loss: 0.031178 | Time: 1704.57 ms [2021-05-11 18:17:06 main:574] : INFO : Epoch 1633 | loss: 0.0311544 | val_loss: 0.031173 | Time: 1713.06 ms [2021-05-11 18:17:08 main:574] : INFO : Epoch 1634 | loss: 0.0311561 | val_loss: 0.0311749 | Time: 1668.62 ms [2021-05-11 18:17:10 main:574] : INFO : Epoch 1635 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 1684.33 ms [2021-05-11 18:17:11 main:574] : INFO : Epoch 1636 | loss: 0.0311501 | val_loss: 0.031176 | Time: 1717.71 ms [2021-05-11 18:17:13 main:574] : INFO : Epoch 1637 | loss: 0.0311542 | val_loss: 0.0311797 | Time: 1714.64 ms [2021-05-11 18:17:15 main:574] : INFO : Epoch 1638 | loss: 0.031156 | val_loss: 0.0311699 | Time: 1688.1 ms [2021-05-11 18:17:17 main:574] : INFO : Epoch 1639 | loss: 0.0311607 | val_loss: 0.0311817 | Time: 1716.35 ms [2021-05-11 18:17:18 main:574] : INFO : Epoch 1640 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 1671.67 ms [2021-05-11 18:17:20 main:574] : INFO : Epoch 1641 | loss: 0.031152 | val_loss: 0.0311698 | Time: 1694.96 ms [2021-05-11 18:17:22 main:574] : INFO : Epoch 1642 | loss: 0.0311474 | val_loss: 0.0311702 | Time: 1712.33 ms [2021-05-11 18:17:24 main:574] : INFO : Epoch 1643 | loss: 0.0311491 | val_loss: 0.0311688 | Time: 1696 ms [2021-05-11 18:17:25 main:574] : INFO : Epoch 1644 | loss: 0.0311515 | val_loss: 0.0311734 | Time: 1702.34 ms [2021-05-11 18:17:27 main:574] : INFO : Epoch 1645 | loss: 0.0311523 | val_loss: 0.0311708 | Time: 1686.11 ms [2021-05-11 18:17:29 main:574] : INFO : Epoch 1646 | loss: 0.0311476 | val_loss: 0.0311734 | Time: 1673.8 ms [2021-05-11 18:17:31 main:574] : INFO : Epoch 1647 | loss: 0.0311496 | val_loss: 0.0311758 | Time: 1699.24 ms [2021-05-11 18:17:32 main:574] : INFO : Epoch 1648 | loss: 0.0311488 | val_loss: 0.03117 | Time: 1710.9 ms [2021-05-11 18:17:34 main:574] : INFO : Epoch 1649 | loss: 0.0311463 | val_loss: 0.0311775 | Time: 1712.18 ms [2021-05-11 18:17:36 main:574] : INFO : Epoch 1650 | loss: 0.031151 | val_loss: 0.0311742 | Time: 1698.82 ms [2021-05-11 18:17:38 main:574] : INFO : Epoch 1651 | loss: 0.0311479 | val_loss: 0.031175 | Time: 1666.31 ms [2021-05-11 18:17:39 main:574] : INFO : Epoch 1652 | loss: 0.0311497 | val_loss: 0.0311722 | Time: 1688.72 ms [2021-05-11 18:17:41 main:574] : INFO : Epoch 1653 | loss: 0.0311495 | val_loss: 0.0311748 | Time: 1696.42 ms [2021-05-11 18:17:43 main:574] : INFO : Epoch 1654 | loss: 0.031147 | val_loss: 0.0311753 | Time: 1709.16 ms [2021-05-11 18:17:45 main:574] : INFO : Epoch 1655 | loss: 0.0311508 | val_loss: 0.031181 | Time: 1707.16 ms [2021-05-11 18:17:46 main:574] : INFO : Epoch 1656 | loss: 0.0311506 | val_loss: 0.0311754 | Time: 1711.65 ms [2021-05-11 18:17:48 main:574] : INFO : Epoch 1657 | loss: 0.0311497 | val_loss: 0.0311805 | Time: 1658.87 ms [2021-05-11 18:17:50 main:574] : INFO : Epoch 1658 | loss: 0.0311482 | val_loss: 0.0311733 | Time: 1691.21 ms [2021-05-11 18:17:52 main:574] : INFO : Epoch 1659 | loss: 0.0311488 | val_loss: 0.0311712 | Time: 1725.43 ms [2021-05-11 18:17:53 main:574] : INFO : Epoch 1660 | loss: 0.0311509 | val_loss: 0.0311724 | Time: 1684.64 ms [2021-05-11 18:17:55 main:574] : INFO : Epoch 1661 | loss: 0.031152 | val_loss: 0.0311722 | Time: 1706.77 ms [2021-05-11 18:17:57 main:574] : INFO : Epoch 1662 | loss: 0.0311501 | val_loss: 0.0311739 | Time: 1708.15 ms [2021-05-11 18:17:59 main:574] : INFO : Epoch 1663 | loss: 0.0311476 | val_loss: 0.0311704 | Time: 1666.93 ms [2021-05-11 18:18:00 main:574] : INFO : Epoch 1664 | loss: 0.031152 | val_loss: 0.031173 | Time: 1719.15 ms [2021-05-11 18:18:02 main:574] : INFO : Epoch 1665 | loss: 0.0311476 | val_loss: 0.031173 | Time: 1699.9 ms [2021-05-11 18:18:04 main:574] : INFO : Epoch 1666 | loss: 0.0311469 | val_loss: 0.0311695 | Time: 1701.49 ms [2021-05-11 18:18:06 main:574] : INFO : Epoch 1667 | loss: 0.0311491 | val_loss: 0.0311749 | Time: 1699.36 ms [2021-05-11 18:18:07 main:574] : INFO : Epoch 1668 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 1685.37 ms [2021-05-11 18:18:09 main:574] : INFO : Epoch 1669 | loss: 0.0311559 | val_loss: 0.0311741 | Time: 1690.69 ms [2021-05-11 18:18:11 main:574] : INFO : Epoch 1670 | loss: 0.0311471 | val_loss: 0.0311704 | Time: 1689.66 ms [2021-05-11 18:18:13 main:574] : INFO : Epoch 1671 | loss: 0.03115 | val_loss: 0.0311736 | Time: 1686.51 ms [2021-05-11 18:18:14 main:574] : INFO : Epoch 1672 | loss: 0.0311487 | val_loss: 0.0311742 | Time: 1675.65 ms [2021-05-11 18:18:16 main:574] : INFO : Epoch 1673 | loss: 0.0311502 | val_loss: 0.0311714 | Time: 1682.53 ms [2021-05-11 18:18:18 main:574] : INFO : Epoch 1674 | loss: 0.0311468 | val_loss: 0.0311751 | Time: 1676.42 ms [2021-05-11 18:18:19 main:574] : INFO : Epoch 1675 | loss: 0.0311466 | val_loss: 0.0311733 | Time: 1700.22 ms [2021-05-11 18:18:21 main:574] : INFO : Epoch 1676 | loss: 0.0311468 | val_loss: 0.0311758 | Time: 1708.89 ms [2021-05-11 18:18:23 main:574] : INFO : Epoch 1677 | loss: 0.0311472 | val_loss: 0.0311785 | Time: 1695.75 ms [2021-05-11 18:18:25 main:574] : INFO : Epoch 1678 | loss: 0.03115 | val_loss: 0.0311724 | Time: 1706.66 ms [2021-05-11 18:18:26 main:574] : INFO : Epoch 1679 | loss: 0.0311518 | val_loss: 0.0311741 | Time: 1695.64 ms [2021-05-11 18:18:28 main:574] : INFO : Epoch 1680 | loss: 0.0311484 | val_loss: 0.0311725 | Time: 1658.51 ms [2021-05-11 18:18:30 main:574] : INFO : Epoch 1681 | loss: 0.0311521 | val_loss: 0.0311716 | Time: 1717.99 ms [2021-05-11 18:18:32 main:574] : INFO : Epoch 1682 | loss: 0.0311524 | val_loss: 0.0311718 | Time: 1702.37 ms [2021-05-11 18:18:33 main:574] : INFO : Epoch 1683 | loss: 0.0311509 | val_loss: 0.0311714 | Time: 1727.08 ms [2021-05-11 18:18:35 main:574] : INFO : Epoch 1684 | loss: 0.0311496 | val_loss: 0.031174 | Time: 1712.78 ms [2021-05-11 18:18:37 main:574] : INFO : Epoch 1685 | loss: 0.0311487 | val_loss: 0.0311805 | Time: 1686.72 ms [2021-05-11 18:18:39 main:574] : INFO : Epoch 1686 | loss: 0.0311487 | val_loss: 0.0311713 | Time: 1676.86 ms [2021-05-11 18:18:40 main:574] : INFO : Epoch 1687 | loss: 0.0311475 | val_loss: 0.0311814 | Time: 1707.18 ms [2021-05-11 18:18:42 main:574] : INFO : Epoch 1688 | loss: 0.0311482 | val_loss: 0.031177 | Time: 1715.1 ms [2021-05-11 18:18:44 main:574] : INFO : Epoch 1689 | loss: 0.031147 | val_loss: 0.0311714 | Time: 1695.74 ms [2021-05-11 18:18:46 main:574] : INFO : Epoch 1690 | loss: 0.0311463 | val_loss: 0.0311803 | Time: 1697.92 ms [2021-05-11 18:18:47 main:574] : INFO : Epoch 1691 | loss: 0.0311483 | val_loss: 0.0311799 | Time: 1707.4 ms [2021-05-11 18:18:49 main:574] : INFO : Epoch 1692 | loss: 0.031153 | val_loss: 0.0311785 | Time: 1692.16 ms [2021-05-11 18:18:51 main:574] : INFO : Epoch 1693 | loss: 0.0311473 | val_loss: 0.0311724 | Time: 1711.23 ms [2021-05-11 18:18:53 main:574] : INFO : Epoch 1694 | loss: 0.0311453 | val_loss: 0.0311747 | Time: 1701.69 ms [2021-05-11 18:18:54 main:574] : INFO : Epoch 1695 | loss: 0.0311486 | val_loss: 0.0311744 | Time: 1693.76 ms [2021-05-11 18:18:56 main:574] : INFO : Epoch 1696 | loss: 0.0311466 | val_loss: 0.031177 | Time: 1688.22 ms [2021-05-11 18:18:58 main:574] : INFO : Epoch 1697 | loss: 0.0311441 | val_loss: 0.0311678 | Time: 1677.49 ms [2021-05-11 18:19:00 main:574] : INFO : Epoch 1698 | loss: 0.0311435 | val_loss: 0.031176 | Time: 1704.25 ms [2021-05-11 18:19:01 main:574] : INFO : Epoch 1699 | loss: 0.0311469 | val_loss: 0.0311734 | Time: 1711.39 ms [2021-05-11 18:19:03 main:574] : INFO : Epoch 1700 | loss: 0.0311471 | val_loss: 0.0311713 | Time: 1693.89 ms [2021-05-11 18:19:05 main:574] : INFO : Epoch 1701 | loss: 0.0311448 | val_loss: 0.0311749 | Time: 1695.54 ms [2021-05-11 18:19:07 main:574] : INFO : Epoch 1702 | loss: 0.0311446 | val_loss: 0.031172 | Time: 1712.42 ms [2021-05-11 18:19:08 main:574] : INFO : Epoch 1703 | loss: 0.0311442 | val_loss: 0.0311705 | Time: 1683.65 ms [2021-05-11 18:19:10 main:574] : INFO : Epoch 1704 | loss: 0.0311453 | val_loss: 0.0311777 | Time: 1712.03 ms [2021-05-11 18:19:12 main:574] : INFO : Epoch 1705 | loss: 0.0311453 | val_loss: 0.0311748 | Time: 1692.58 ms [2021-05-11 18:19:14 main:574] : INFO : Epoch 1706 | loss: 0.0311476 | val_loss: 0.0311721 | Time: 1707.49 ms [2021-05-11 18:19:15 main:574] : INFO : Epoch 1707 | loss: 0.0311487 | val_loss: 0.03117 | Time: 1692.85 ms [2021-05-11 18:19:17 main:574] : INFO : Epoch 1708 | loss: 0.0311474 | val_loss: 0.0311706 | Time: 1689.92 ms [2021-05-11 18:19:19 main:574] : INFO : Epoch 1709 | loss: 0.0311454 | val_loss: 0.0311736 | Time: 1671.65 ms [2021-05-11 18:19:21 main:574] : INFO : Epoch 1710 | loss: 0.0311445 | val_loss: 0.0311759 | Time: 1712.56 ms [2021-05-11 18:19:22 main:574] : INFO : Epoch 1711 | loss: 0.031149 | val_loss: 0.0311728 | Time: 1710.55 ms [2021-05-11 18:19:24 main:574] : INFO : Epoch 1712 | loss: 0.0311459 | val_loss: 0.0311736 | Time: 1698.04 ms [2021-05-11 18:19:26 main:574] : INFO : Epoch 1713 | loss: 0.0311457 | val_loss: 0.0311761 | Time: 1700.32 ms [2021-05-11 18:19:28 main:574] : INFO : Epoch 1714 | loss: 0.0311454 | val_loss: 0.0311732 | Time: 1678.91 ms [2021-05-11 18:19:29 main:574] : INFO : Epoch 1715 | loss: 0.0311494 | val_loss: 0.0311844 | Time: 1703.32 ms [2021-05-11 18:19:31 main:574] : INFO : Epoch 1716 | loss: 0.0311477 | val_loss: 0.0311802 | Time: 1675.68 ms [2021-05-11 18:19:33 main:574] : INFO : Epoch 1717 | loss: 0.0311465 | val_loss: 0.0311721 | Time: 1719.18 ms [2021-05-11 18:19:35 main:574] : INFO : Epoch 1718 | loss: 0.0311492 | val_loss: 0.0311803 | Time: 1696.61 ms [2021-05-11 18:19:36 main:574] : INFO : Epoch 1719 | loss: 0.0311486 | val_loss: 0.0311709 | Time: 1690.88 ms [2021-05-11 18:19:38 main:574] : INFO : Epoch 1720 | loss: 0.0311458 | val_loss: 0.0311732 | Time: 1656.63 ms [2021-05-11 18:19:40 main:574] : INFO : Epoch 1721 | loss: 0.0311469 | val_loss: 0.0311816 | Time: 1670.1 ms [2021-05-11 18:19:41 main:574] : INFO : Epoch 1722 | loss: 0.0311466 | val_loss: 0.0311707 | Time: 1700.22 ms [2021-05-11 18:19:43 main:574] : INFO : Epoch 1723 | loss: 0.0311469 | val_loss: 0.0311733 | Time: 1699.83 ms [2021-05-11 18:19:45 main:574] : INFO : Epoch 1724 | loss: 0.0311464 | val_loss: 0.0311733 | Time: 1689.15 ms [2021-05-11 18:19:47 main:574] : INFO : Epoch 1725 | loss: 0.0311468 | val_loss: 0.031173 | Time: 1710.86 ms [2021-05-11 18:19:48 main:574] : INFO : Epoch 1726 | loss: 0.0311473 | val_loss: 0.0311767 | Time: 1672.52 ms [2021-05-11 18:19:50 main:574] : INFO : Epoch 1727 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 1708.39 ms [2021-05-11 18:19:52 main:574] : INFO : Epoch 1728 | loss: 0.0311466 | val_loss: 0.0311702 | Time: 1695.21 ms [2021-05-11 18:19:54 main:574] : INFO : Epoch 1729 | loss: 0.0311459 | val_loss: 0.0311759 | Time: 1709.59 ms [2021-05-11 18:19:55 main:574] : INFO : Epoch 1730 | loss: 0.0311474 | val_loss: 0.0311861 | Time: 1693.41 ms [2021-05-11 18:19:57 main:574] : INFO : Epoch 1731 | loss: 0.0311489 | val_loss: 0.0311788 | Time: 1694.16 ms [2021-05-11 18:19:59 main:574] : INFO : Epoch 1732 | loss: 0.031145 | val_loss: 0.0311709 | Time: 1700.07 ms [2021-05-11 18:20:01 main:574] : INFO : Epoch 1733 | loss: 0.0311444 | val_loss: 0.0311733 | Time: 1688.04 ms [2021-05-11 18:20:02 main:574] : INFO : Epoch 1734 | loss: 0.0311453 | val_loss: 0.0311696 | Time: 1698.44 ms [2021-05-11 18:20:04 main:574] : INFO : Epoch 1735 | loss: 0.0311421 | val_loss: 0.0311757 | Time: 1698.02 ms [2021-05-11 18:20:06 main:574] : INFO : Epoch 1736 | loss: 0.031147 | val_loss: 0.0311832 | Time: 1698.51 ms [2021-05-11 18:20:08 main:574] : INFO : Epoch 1737 | loss: 0.0311435 | val_loss: 0.0311697 | Time: 1675.43 ms [2021-05-11 18:20:09 main:574] : INFO : Epoch 1738 | loss: 0.0311443 | val_loss: 0.0311839 | Time: 1697.65 ms [2021-05-11 18:20:11 main:574] : INFO : Epoch 1739 | loss: 0.0311492 | val_loss: 0.0311749 | Time: 1709.01 ms [2021-05-11 18:20:13 main:574] : INFO : Epoch 1740 | loss: 0.0311439 | val_loss: 0.0311737 | Time: 1694.28 ms [2021-05-11 18:20:15 main:574] : INFO : Epoch 1741 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 1693.44 ms [2021-05-11 18:20:16 main:574] : INFO : Epoch 1742 | loss: 0.0311436 | val_loss: 0.0311738 | Time: 1698.24 ms [2021-05-11 18:20:18 main:574] : INFO : Epoch 1743 | loss: 0.031146 | val_loss: 0.0311701 | Time: 1681.12 ms [2021-05-11 18:20:20 main:574] : INFO : Epoch 1744 | loss: 0.0311457 | val_loss: 0.0311833 | Time: 1689.24 ms [2021-05-11 18:20:22 main:574] : INFO : Epoch 1745 | loss: 0.0311474 | val_loss: 0.0311832 | Time: 1714 ms [2021-05-11 18:20:23 main:574] : INFO : Epoch 1746 | loss: 0.0311438 | val_loss: 0.0311773 | Time: 1700.44 ms [2021-05-11 18:20:25 main:574] : INFO : Epoch 1747 | loss: 0.0311459 | val_loss: 0.0311796 | Time: 1709.99 ms [2021-05-11 18:20:27 main:574] : INFO : Epoch 1748 | loss: 0.0311412 | val_loss: 0.0311755 | Time: 1698.84 ms [2021-05-11 18:20:29 main:574] : INFO : Epoch 1749 | loss: 0.0311466 | val_loss: 0.0311721 | Time: 1654.13 ms [2021-05-11 18:20:30 main:574] : INFO : Epoch 1750 | loss: 0.0311456 | val_loss: 0.0311743 | Time: 1697.66 ms [2021-05-11 18:20:32 main:574] : INFO : Epoch 1751 | loss: 0.0311437 | val_loss: 0.0311758 | Time: 1680.64 ms [2021-05-11 18:20:34 main:574] : INFO : Epoch 1752 | loss: 0.031146 | val_loss: 0.0311724 | Time: 1705.68 ms [2021-05-11 18:20:35 main:574] : INFO : Epoch 1753 | loss: 0.031144 | val_loss: 0.0311736 | Time: 1686.37 ms [2021-05-11 18:20:37 main:574] : INFO : Epoch 1754 | loss: 0.0311459 | val_loss: 0.0311705 | Time: 1700.95 ms [2021-05-11 18:20:39 main:574] : INFO : Epoch 1755 | loss: 0.0311484 | val_loss: 0.0311767 | Time: 1664.2 ms [2021-05-11 18:20:41 main:574] : INFO : Epoch 1756 | loss: 0.0311455 | val_loss: 0.0311791 | Time: 1711.13 ms [2021-05-11 18:20:42 main:574] : INFO : Epoch 1757 | loss: 0.0311458 | val_loss: 0.0311772 | Time: 1710.63 ms [2021-05-11 18:20:44 main:574] : INFO : Epoch 1758 | loss: 0.0311466 | val_loss: 0.0311723 | Time: 1726.26 ms [2021-05-11 18:20:46 main:574] : INFO : Epoch 1759 | loss: 0.031145 | val_loss: 0.0311767 | Time: 1731.48 ms [2021-05-11 18:20:48 main:574] : INFO : Epoch 1760 | loss: 0.0311452 | val_loss: 0.0311784 | Time: 1678.1 ms [2021-05-11 18:20:49 main:574] : INFO : Epoch 1761 | loss: 0.0311442 | val_loss: 0.0311714 | Time: 1688.67 ms [2021-05-11 18:20:51 main:574] : INFO : Epoch 1762 | loss: 0.0311418 | val_loss: 0.031185 | Time: 1724.44 ms [2021-05-11 18:20:53 main:574] : INFO : Epoch 1763 | loss: 0.0311426 | val_loss: 0.0311807 | Time: 1695.7 ms [2021-05-11 18:20:55 main:574] : INFO : Epoch 1764 | loss: 0.0311437 | val_loss: 0.0311723 | Time: 1701.99 ms [2021-05-11 18:20:56 main:574] : INFO : Epoch 1765 | loss: 0.0311406 | val_loss: 0.0311763 | Time: 1707.56 ms [2021-05-11 18:20:58 main:574] : INFO : Epoch 1766 | loss: 0.031147 | val_loss: 0.0311819 | Time: 1663.59 ms [2021-05-11 18:21:00 main:574] : INFO : Epoch 1767 | loss: 0.0311515 | val_loss: 0.031183 | Time: 1689.53 ms [2021-05-11 18:21:02 main:574] : INFO : Epoch 1768 | loss: 0.0311538 | val_loss: 0.0311799 | Time: 1714.49 ms [2021-05-11 18:21:04 main:574] : INFO : Epoch 1769 | loss: 0.031145 | val_loss: 0.0311739 | Time: 1688.4 ms [2021-05-11 18:21:05 main:574] : INFO : Epoch 1770 | loss: 0.0311455 | val_loss: 0.0311773 | Time: 1710.97 ms [2021-05-11 18:21:07 main:574] : INFO : Epoch 1771 | loss: 0.0311472 | val_loss: 0.0311826 | Time: 1700.76 ms [2021-05-11 18:21:09 main:574] : INFO : Epoch 1772 | loss: 0.0311519 | val_loss: 0.0311833 | Time: 1669.04 ms [2021-05-11 18:21:10 main:574] : INFO : Epoch 1773 | loss: 0.0311477 | val_loss: 0.0311712 | Time: 1688.44 ms [2021-05-11 18:21:12 main:574] : INFO : Epoch 1774 | loss: 0.0311438 | val_loss: 0.031174 | Time: 1683.04 ms [2021-05-11 18:21:14 main:574] : INFO : Epoch 1775 | loss: 0.0311445 | val_loss: 0.0311886 | Time: 1683.28 ms [2021-05-11 18:21:16 main:574] : INFO : Epoch 1776 | loss: 0.031144 | val_loss: 0.0311729 | Time: 1691.9 ms [2021-05-11 18:21:17 main:574] : INFO : Epoch 1777 | loss: 0.031146 | val_loss: 0.0311715 | Time: 1681.49 ms [2021-05-11 18:21:19 main:574] : INFO : Epoch 1778 | loss: 0.0311448 | val_loss: 0.0311707 | Time: 1686.95 ms [2021-05-11 18:21:21 main:574] : INFO : Epoch 1779 | loss: 0.0311434 | val_loss: 0.0311722 | Time: 1695.89 ms [2021-05-11 18:21:23 main:574] : INFO : Epoch 1780 | loss: 0.0311452 | val_loss: 0.0311878 | Time: 1711.57 ms [2021-05-11 18:21:24 main:574] : INFO : Epoch 1781 | loss: 0.0311492 | val_loss: 0.0311873 | Time: 1686.43 ms [2021-05-11 18:21:26 main:574] : INFO : Epoch 1782 | loss: 0.0311496 | val_loss: 0.0311763 | Time: 1724.52 ms [2021-05-11 18:21:28 main:574] : INFO : Epoch 1783 | loss: 0.0311448 | val_loss: 0.0311736 | Time: 1676.11 ms [2021-05-11 18:21:30 main:574] : INFO : Epoch 1784 | loss: 0.0311426 | val_loss: 0.0311766 | Time: 1695.84 ms [2021-05-11 18:21:31 main:574] : INFO : Epoch 1785 | loss: 0.0311417 | val_loss: 0.0311793 | Time: 1709.83 ms [2021-05-11 18:21:33 main:574] : INFO : Epoch 1786 | loss: 0.0311418 | val_loss: 0.0311698 | Time: 1691.26 ms [2021-05-11 18:21:35 main:574] : INFO : Epoch 1787 | loss: 0.0311412 | val_loss: 0.0311773 | Time: 1698.96 ms [2021-05-11 18:21:37 main:574] : INFO : Epoch 1788 | loss: 0.0311448 | val_loss: 0.0311793 | Time: 1681.61 ms [2021-05-11 18:21:38 main:574] : INFO : Epoch 1789 | loss: 0.0311412 | val_loss: 0.0311746 | Time: 1652.35 ms [2021-05-11 18:21:40 main:574] : INFO : Epoch 1790 | loss: 0.0311427 | val_loss: 0.0311729 | Time: 1681.97 ms [2021-05-11 18:21:42 main:574] : INFO : Epoch 1791 | loss: 0.0311429 | val_loss: 0.0311732 | Time: 1683.85 ms [2021-05-11 18:21:44 main:574] : INFO : Epoch 1792 | loss: 0.0311448 | val_loss: 0.0311766 | Time: 1703.37 ms [2021-05-11 18:21:45 main:574] : INFO : Epoch 1793 | loss: 0.0311468 | val_loss: 0.0311725 | Time: 1675.01 ms [2021-05-11 18:21:47 main:574] : INFO : Epoch 1794 | loss: 0.0311483 | val_loss: 0.0311777 | Time: 1677.56 ms [2021-05-11 18:21:49 main:574] : INFO : Epoch 1795 | loss: 0.0311464 | val_loss: 0.0311756 | Time: 1694.91 ms [2021-05-11 18:21:51 main:574] : INFO : Epoch 1796 | loss: 0.031144 | val_loss: 0.0311789 | Time: 1741.17 ms [2021-05-11 18:21:52 main:574] : INFO : Epoch 1797 | loss: 0.0311444 | val_loss: 0.0311736 | Time: 1698.04 ms [2021-05-11 18:21:54 main:574] : INFO : Epoch 1798 | loss: 0.0311398 | val_loss: 0.0311767 | Time: 1709.16 ms [2021-05-11 18:21:56 main:574] : INFO : Epoch 1799 | loss: 0.0311411 | val_loss: 0.0311767 | Time: 1685.14 ms [2021-05-11 18:21:58 main:574] : INFO : Epoch 1800 | loss: 0.0311405 | val_loss: 0.0311776 | Time: 1666.55 ms [2021-05-11 18:21:59 main:574] : INFO : Epoch 1801 | loss: 0.0311456 | val_loss: 0.0311839 | Time: 1684.88 ms [2021-05-11 18:22:01 main:574] : INFO : Epoch 1802 | loss: 0.0311462 | val_loss: 0.0311734 | Time: 1697.81 ms [2021-05-11 18:22:03 main:574] : INFO : Epoch 1803 | loss: 0.0311457 | val_loss: 0.0311734 | Time: 1687.7 ms [2021-05-11 18:22:04 main:574] : INFO : Epoch 1804 | loss: 0.0311427 | val_loss: 0.0311734 | Time: 1706.6 ms [2021-05-11 18:22:06 main:574] : INFO : Epoch 1805 | loss: 0.0311445 | val_loss: 0.0311742 | Time: 1725.45 ms [2021-05-11 18:22:08 main:574] : INFO : Epoch 1806 | loss: 0.0311457 | val_loss: 0.0311738 | Time: 1668.75 ms [2021-05-11 18:22:10 main:574] : INFO : Epoch 1807 | loss: 0.0311433 | val_loss: 0.0311746 | Time: 1681.13 ms [2021-05-11 18:22:11 main:574] : INFO : Epoch 1808 | loss: 0.0311426 | val_loss: 0.0311745 | Time: 1685.4 ms [2021-05-11 18:22:13 main:574] : INFO : Epoch 1809 | loss: 0.0311421 | val_loss: 0.0311725 | Time: 1702.71 ms [2021-05-11 18:22:15 main:574] : INFO : Epoch 1810 | loss: 0.0311422 | val_loss: 0.0311776 | Time: 1714.1 ms [2021-05-11 18:22:17 main:574] : INFO : Epoch 1811 | loss: 0.0311415 | val_loss: 0.0311733 | Time: 1700.23 ms [2021-05-11 18:22:18 main:574] : INFO : Epoch 1812 | loss: 0.03114 | val_loss: 0.031182 | Time: 1673.71 ms [2021-05-11 18:22:20 main:574] : INFO : Epoch 1813 | loss: 0.0311437 | val_loss: 0.0311802 | Time: 1686.34 ms [2021-05-11 18:22:22 main:574] : INFO : Epoch 1814 | loss: 0.0311439 | val_loss: 0.0311738 | Time: 1713.96 ms [2021-05-11 18:22:24 main:574] : INFO : Epoch 1815 | loss: 0.0311405 | val_loss: 0.0311733 | Time: 1698.57 ms [2021-05-11 18:22:25 main:574] : INFO : Epoch 1816 | loss: 0.031141 | val_loss: 0.0311769 | Time: 1706.86 ms [2021-05-11 18:22:27 main:574] : INFO : Epoch 1817 | loss: 0.0311419 | val_loss: 0.0311788 | Time: 1729.52 ms [2021-05-11 18:22:29 main:574] : INFO : Epoch 1818 | loss: 0.0311416 | val_loss: 0.0311775 | Time: 1670.31 ms [2021-05-11 18:22:31 main:574] : INFO : Epoch 1819 | loss: 0.0311444 | val_loss: 0.031181 | Time: 1700.63 ms [2021-05-11 18:22:32 main:574] : INFO : Epoch 1820 | loss: 0.0311431 | val_loss: 0.0311744 | Time: 1703.12 ms [2021-05-11 18:22:34 main:574] : INFO : Epoch 1821 | loss: 0.0311409 | val_loss: 0.0311745 | Time: 1701.04 ms [2021-05-11 18:22:36 main:574] : INFO : Epoch 1822 | loss: 0.0311407 | val_loss: 0.0311748 | Time: 1684.71 ms [2021-05-11 18:22:38 main:574] : INFO : Epoch 1823 | loss: 0.0311415 | val_loss: 0.031175 | Time: 1675.33 ms [2021-05-11 18:22:39 main:574] : INFO : Epoch 1824 | loss: 0.0311426 | val_loss: 0.0311744 | Time: 1676.22 ms [2021-05-11 18:22:41 main:574] : INFO : Epoch 1825 | loss: 0.031143 | val_loss: 0.0311815 | Time: 1687.7 ms [2021-05-11 18:22:43 main:574] : INFO : Epoch 1826 | loss: 0.0311495 | val_loss: 0.0311736 | Time: 1693.88 ms [2021-05-11 18:22:45 main:574] : INFO : Epoch 1827 | loss: 0.0311448 | val_loss: 0.0311716 | Time: 1703.35 ms [2021-05-11 18:22:46 main:574] : INFO : Epoch 1828 | loss: 0.0311461 | val_loss: 0.0311737 | Time: 1679.72 ms [2021-05-11 18:22:48 main:574] : INFO : Epoch 1829 | loss: 0.0311466 | val_loss: 0.0311738 | Time: 1676.61 ms [2021-05-11 18:22:50 main:574] : INFO : Epoch 1830 | loss: 0.0311491 | val_loss: 0.0311747 | Time: 1691.72 ms [2021-05-11 18:22:51 main:574] : INFO : Epoch 1831 | loss: 0.031143 | val_loss: 0.0311798 | Time: 1707.7 ms [2021-05-11 18:22:53 main:574] : INFO : Epoch 1832 | loss: 0.0311479 | val_loss: 0.0311788 | Time: 1687.25 ms [2021-05-11 18:22:55 main:574] : INFO : Epoch 1833 | loss: 0.0311397 | val_loss: 0.0311768 | Time: 1673.86 ms [2021-05-11 18:22:57 main:574] : INFO : Epoch 1834 | loss: 0.0311427 | val_loss: 0.0311764 | Time: 1704.75 ms [2021-05-11 18:22:58 main:574] : INFO : Epoch 1835 | loss: 0.0311384 | val_loss: 0.0311745 | Time: 1655.56 ms [2021-05-11 18:23:00 main:574] : INFO : Epoch 1836 | loss: 0.0311412 | val_loss: 0.0311741 | Time: 1695.07 ms [2021-05-11 18:23:02 main:574] : INFO : Epoch 1837 | loss: 0.0311403 | val_loss: 0.0311751 | Time: 1718.81 ms [2021-05-11 18:23:04 main:574] : INFO : Epoch 1838 | loss: 0.0311432 | val_loss: 0.0311768 | Time: 1713.49 ms [2021-05-11 18:23:05 main:574] : INFO : Epoch 1839 | loss: 0.0311412 | val_loss: 0.0311808 | Time: 1707.36 ms [2021-05-11 18:23:07 main:574] : INFO : Epoch 1840 | loss: 0.0311448 | val_loss: 0.0311732 | Time: 1720.66 ms [2021-05-11 18:23:09 main:574] : INFO : Epoch 1841 | loss: 0.0311428 | val_loss: 0.0311742 | Time: 1684.27 ms [2021-05-11 18:23:11 main:574] : INFO : Epoch 1842 | loss: 0.0311398 | val_loss: 0.0311736 | Time: 1696.39 ms [2021-05-11 18:23:12 main:574] : INFO : Epoch 1843 | loss: 0.031139 | val_loss: 0.0311723 | Time: 1698.12 ms [2021-05-11 18:23:14 main:574] : INFO : Epoch 1844 | loss: 0.0311397 | val_loss: 0.0311807 | Time: 1689.92 ms [2021-05-11 18:23:16 main:574] : INFO : Epoch 1845 | loss: 0.0311522 | val_loss: 0.0311752 | Time: 1723.59 ms [2021-05-11 18:23:18 main:574] : INFO : Epoch 1846 | loss: 0.0311471 | val_loss: 0.0311749 | Time: 1668.83 ms [2021-05-11 18:23:19 main:574] : INFO : Epoch 1847 | loss: 0.0311462 | val_loss: 0.0311749 | Time: 1690.46 ms [2021-05-11 18:23:21 main:574] : INFO : Epoch 1848 | loss: 0.0311506 | val_loss: 0.0311763 | Time: 1716.01 ms [2021-05-11 18:23:23 main:574] : INFO : Epoch 1849 | loss: 0.0311459 | val_loss: 0.0311711 | Time: 1711.21 ms [2021-05-11 18:23:25 main:574] : INFO : Epoch 1850 | loss: 0.0311488 | val_loss: 0.0311824 | Time: 1737.07 ms [2021-05-11 18:23:26 main:574] : INFO : Epoch 1851 | loss: 0.0311663 | val_loss: 0.0312516 | Time: 1712.81 ms [2021-05-11 18:23:28 main:574] : INFO : Epoch 1852 | loss: 0.0367671 | val_loss: 0.0449141 | Time: 1674.62 ms [2021-05-11 18:23:30 main:574] : INFO : Epoch 1853 | loss: 0.0384347 | val_loss: 0.0320656 | Time: 1701.27 ms [2021-05-11 18:23:32 main:574] : INFO : Epoch 1854 | loss: 0.032149 | val_loss: 0.0316829 | Time: 1703.2 ms [2021-05-11 18:23:33 main:574] : INFO : Epoch 1855 | loss: 0.0313946 | val_loss: 0.031294 | Time: 1691.11 ms [2021-05-11 18:23:35 main:574] : INFO : Epoch 1856 | loss: 0.0312737 | val_loss: 0.0312586 | Time: 1696.08 ms [2021-05-11 18:23:37 main:574] : INFO : Epoch 1857 | loss: 0.0312561 | val_loss: 0.0312543 | Time: 1699.97 ms [2021-05-11 18:23:39 main:574] : INFO : Epoch 1858 | loss: 0.0312531 | val_loss: 0.031253 | Time: 1677.84 ms [2021-05-11 18:23:40 main:574] : INFO : Epoch 1859 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1722 ms [2021-05-11 18:23:42 main:574] : INFO : Epoch 1860 | loss: 0.0312489 | val_loss: 0.031247 | Time: 1716.55 ms [2021-05-11 18:23:44 main:574] : INFO : Epoch 1861 | loss: 0.0312447 | val_loss: 0.0312404 | Time: 1706.22 ms [2021-05-11 18:23:46 main:574] : INFO : Epoch 1862 | loss: 0.0312385 | val_loss: 0.0312332 | Time: 1687.81 ms [2021-05-11 18:23:47 main:574] : INFO : Epoch 1863 | loss: 0.0312319 | val_loss: 0.0312256 | Time: 1684.17 ms [2021-05-11 18:23:49 main:574] : INFO : Epoch 1864 | loss: 0.0312254 | val_loss: 0.0312191 | Time: 1675.08 ms [2021-05-11 18:23:51 main:574] : INFO : Epoch 1865 | loss: 0.03122 | val_loss: 0.0312142 | Time: 1694.65 ms [2021-05-11 18:23:53 main:574] : INFO : Epoch 1866 | loss: 0.0312155 | val_loss: 0.03121 | Time: 1697.34 ms [2021-05-11 18:23:54 main:574] : INFO : Epoch 1867 | loss: 0.0312112 | val_loss: 0.0312063 | Time: 1715.01 ms [2021-05-11 18:23:56 main:574] : INFO : Epoch 1868 | loss: 0.0312072 | val_loss: 0.0312031 | Time: 1715.04 ms [2021-05-11 18:23:58 main:574] : INFO : Epoch 1869 | loss: 0.0312048 | val_loss: 0.0312028 | Time: 1668.68 ms [2021-05-11 18:24:00 main:574] : INFO : Epoch 1870 | loss: 0.031202 | val_loss: 0.0311978 | Time: 1675.81 ms [2021-05-11 18:24:01 main:574] : INFO : Epoch 1871 | loss: 0.0311991 | val_loss: 0.0311954 | Time: 1694.88 ms [2021-05-11 18:24:03 main:574] : INFO : Epoch 1872 | loss: 0.0311977 | val_loss: 0.0311941 | Time: 1711.04 ms [2021-05-11 18:24:05 main:574] : INFO : Epoch 1873 | loss: 0.0311955 | val_loss: 0.0311929 | Time: 1711.49 ms [2021-05-11 18:24:07 main:574] : INFO : Epoch 1874 | loss: 0.031194 | val_loss: 0.0311904 | Time: 1684 ms [2021-05-11 18:24:08 main:574] : INFO : Epoch 1875 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 1662.35 ms [2021-05-11 18:24:10 main:574] : INFO : Epoch 1876 | loss: 0.0311927 | val_loss: 0.0311892 | Time: 1706.89 ms [2021-05-11 18:24:12 main:574] : INFO : Epoch 1877 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 1708.83 ms [2021-05-11 18:24:14 main:574] : INFO : Epoch 1878 | loss: 0.0311905 | val_loss: 0.0311876 | Time: 1707.37 ms [2021-05-11 18:24:15 main:574] : INFO : Epoch 1879 | loss: 0.0311896 | val_loss: 0.0311874 | Time: 1688.27 ms [2021-05-11 18:24:17 main:574] : INFO : Epoch 1880 | loss: 0.031189 | val_loss: 0.0311878 | Time: 1701.32 ms [2021-05-11 18:24:19 main:574] : INFO : Epoch 1881 | loss: 0.031188 | val_loss: 0.0311849 | Time: 1662.05 ms [2021-05-11 18:24:20 main:574] : INFO : Epoch 1882 | loss: 0.0311849 | val_loss: 0.0311825 | Time: 1702.51 ms [2021-05-11 18:24:22 main:574] : INFO : Epoch 1883 | loss: 0.0311802 | val_loss: 0.0311794 | Time: 1696.37 ms [2021-05-11 18:24:24 main:574] : INFO : Epoch 1884 | loss: 0.031178 | val_loss: 0.0311788 | Time: 1701.98 ms [2021-05-11 18:24:26 main:574] : INFO : Epoch 1885 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 1724.78 ms [2021-05-11 18:24:27 main:574] : INFO : Epoch 1886 | loss: 0.031184 | val_loss: 0.0311895 | Time: 1692.32 ms [2021-05-11 18:24:29 main:574] : INFO : Epoch 1887 | loss: 0.0311779 | val_loss: 0.0311768 | Time: 1664.68 ms [2021-05-11 18:24:31 main:574] : INFO : Epoch 1888 | loss: 0.031175 | val_loss: 0.0311776 | Time: 1691.51 ms [2021-05-11 18:24:33 main:574] : INFO : Epoch 1889 | loss: 0.0311752 | val_loss: 0.031175 | Time: 1671.05 ms [2021-05-11 18:24:34 main:574] : INFO : Epoch 1890 | loss: 0.0311733 | val_loss: 0.0311743 | Time: 1710 ms [2021-05-11 18:24:36 main:574] : INFO : Epoch 1891 | loss: 0.0311745 | val_loss: 0.0311743 | Time: 1743.75 ms [2021-05-11 18:24:38 main:574] : INFO : Epoch 1892 | loss: 0.0311748 | val_loss: 0.0311736 | Time: 1658.21 ms [2021-05-11 18:24:40 main:574] : INFO : Epoch 1893 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 1684.97 ms [2021-05-11 18:24:41 main:574] : INFO : Epoch 1894 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 1689.49 ms [2021-05-11 18:24:43 main:574] : INFO : Epoch 1895 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 1702.94 ms [2021-05-11 18:24:45 main:574] : INFO : Epoch 1896 | loss: 0.031172 | val_loss: 0.0311734 | Time: 1689.58 ms [2021-05-11 18:24:47 main:574] : INFO : Epoch 1897 | loss: 0.0311735 | val_loss: 0.0311731 | Time: 1694.1 ms [2021-05-11 18:24:48 main:574] : INFO : Epoch 1898 | loss: 0.0311706 | val_loss: 0.0311707 | Time: 1665.86 ms [2021-05-11 18:24:50 main:574] : INFO : Epoch 1899 | loss: 0.0311698 | val_loss: 0.0311712 | Time: 1697.48 ms [2021-05-11 18:24:52 main:574] : INFO : Epoch 1900 | loss: 0.0311734 | val_loss: 0.0311729 | Time: 1689.07 ms [2021-05-11 18:24:54 main:574] : INFO : Epoch 1901 | loss: 0.0311725 | val_loss: 0.0311718 | Time: 1693.89 ms [2021-05-11 18:24:55 main:574] : INFO : Epoch 1902 | loss: 0.0311722 | val_loss: 0.0311694 | Time: 1714.18 ms [2021-05-11 18:24:57 main:574] : INFO : Epoch 1903 | loss: 0.0311704 | val_loss: 0.0311693 | Time: 1684.83 ms [2021-05-11 18:24:59 main:574] : INFO : Epoch 1904 | loss: 0.0311699 | val_loss: 0.0311709 | Time: 1663.53 ms [2021-05-11 18:25:01 main:574] : INFO : Epoch 1905 | loss: 0.0311707 | val_loss: 0.0311693 | Time: 1702.72 ms [2021-05-11 18:25:02 main:574] : INFO : Epoch 1906 | loss: 0.0311702 | val_loss: 0.0311684 | Time: 1692.81 ms [2021-05-11 18:25:04 main:574] : INFO : Epoch 1907 | loss: 0.0311692 | val_loss: 0.0311673 | Time: 1717.07 ms [2021-05-11 18:25:06 main:574] : INFO : Epoch 1908 | loss: 0.0311695 | val_loss: 0.0311678 | Time: 1689.96 ms [2021-05-11 18:25:08 main:574] : INFO : Epoch 1909 | loss: 0.031168 | val_loss: 0.0311689 | Time: 1686.56 ms [2021-05-11 18:25:09 main:574] : INFO : Epoch 1910 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 1673.31 ms [2021-05-11 18:25:11 main:574] : INFO : Epoch 1911 | loss: 0.0311692 | val_loss: 0.0311666 | Time: 1705.25 ms [2021-05-11 18:25:13 main:574] : INFO : Epoch 1912 | loss: 0.0311671 | val_loss: 0.0311668 | Time: 1709.07 ms [2021-05-11 18:25:15 main:574] : INFO : Epoch 1913 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 1707.04 ms [2021-05-11 18:25:16 main:574] : INFO : Epoch 1914 | loss: 0.0311691 | val_loss: 0.0311673 | Time: 1721.84 ms [2021-05-11 18:25:18 main:574] : INFO : Epoch 1915 | loss: 0.0311688 | val_loss: 0.0311707 | Time: 1666.03 ms [2021-05-11 18:25:20 main:574] : INFO : Epoch 1916 | loss: 0.0311681 | val_loss: 0.0311706 | Time: 1712.58 ms [2021-05-11 18:25:22 main:574] : INFO : Epoch 1917 | loss: 0.0311688 | val_loss: 0.0311693 | Time: 1695.15 ms [2021-05-11 18:25:23 main:574] : INFO : Epoch 1918 | loss: 0.0311707 | val_loss: 0.0311672 | Time: 1691.9 ms [2021-05-11 18:25:25 main:574] : INFO : Epoch 1919 | loss: 0.0311663 | val_loss: 0.031169 | Time: 1708.45 ms [2021-05-11 18:25:27 main:574] : INFO : Epoch 1920 | loss: 0.0311669 | val_loss: 0.0311664 | Time: 1703.7 ms [2021-05-11 18:25:29 main:574] : INFO : Epoch 1921 | loss: 0.031166 | val_loss: 0.0311668 | Time: 1653.01 ms [2021-05-11 18:25:30 main:574] : INFO : Epoch 1922 | loss: 0.0311664 | val_loss: 0.0311664 | Time: 1690.26 ms [2021-05-11 18:25:32 main:574] : INFO : Epoch 1923 | loss: 0.0311651 | val_loss: 0.031167 | Time: 1702.24 ms [2021-05-11 18:25:34 main:574] : INFO : Epoch 1924 | loss: 0.0311661 | val_loss: 0.0311659 | Time: 1724.32 ms [2021-05-11 18:25:36 main:574] : INFO : Epoch 1925 | loss: 0.0311661 | val_loss: 0.0311669 | Time: 1708.99 ms [2021-05-11 18:25:37 main:574] : INFO : Epoch 1926 | loss: 0.0311656 | val_loss: 0.0311658 | Time: 1703.59 ms [2021-05-11 18:25:39 main:574] : INFO : Epoch 1927 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 1670.67 ms [2021-05-11 18:25:41 main:574] : INFO : Epoch 1928 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 1678.17 ms [2021-05-11 18:25:43 main:574] : INFO : Epoch 1929 | loss: 0.031165 | val_loss: 0.0311638 | Time: 1710.5 ms [2021-05-11 18:25:44 main:574] : INFO : Epoch 1930 | loss: 0.0311636 | val_loss: 0.0311654 | Time: 1702.51 ms [2021-05-11 18:25:46 main:574] : INFO : Epoch 1931 | loss: 0.0311634 | val_loss: 0.0311644 | Time: 1682.2 ms [2021-05-11 18:25:48 main:574] : INFO : Epoch 1932 | loss: 0.0311636 | val_loss: 0.0311651 | Time: 1686.11 ms [2021-05-11 18:25:49 main:574] : INFO : Epoch 1933 | loss: 0.0311637 | val_loss: 0.0311648 | Time: 1674.64 ms [2021-05-11 18:25:51 main:574] : INFO : Epoch 1934 | loss: 0.031164 | val_loss: 0.0311639 | Time: 1700.55 ms [2021-05-11 18:25:53 main:574] : INFO : Epoch 1935 | loss: 0.0311626 | val_loss: 0.0311647 | Time: 1711.92 ms [2021-05-11 18:25:55 main:574] : INFO : Epoch 1936 | loss: 0.0311631 | val_loss: 0.0311641 | Time: 1712.34 ms [2021-05-11 18:25:56 main:574] : INFO : Epoch 1937 | loss: 0.0311635 | val_loss: 0.0311644 | Time: 1695.32 ms [2021-05-11 18:25:58 main:574] : INFO : Epoch 1938 | loss: 0.0311625 | val_loss: 0.031164 | Time: 1675.01 ms [2021-05-11 18:26:00 main:574] : INFO : Epoch 1939 | loss: 0.0311613 | val_loss: 0.0311634 | Time: 1687.22 ms [2021-05-11 18:26:02 main:574] : INFO : Epoch 1940 | loss: 0.0311619 | val_loss: 0.0311642 | Time: 1679.92 ms [2021-05-11 18:26:03 main:574] : INFO : Epoch 1941 | loss: 0.0311624 | val_loss: 0.0311633 | Time: 1709.96 ms [2021-05-11 18:26:05 main:574] : INFO : Epoch 1942 | loss: 0.0311609 | val_loss: 0.0311632 | Time: 1709.72 ms [2021-05-11 18:26:07 main:574] : INFO : Epoch 1943 | loss: 0.031161 | val_loss: 0.0311628 | Time: 1703.14 ms [2021-05-11 18:26:09 main:574] : INFO : Epoch 1944 | loss: 0.0311599 | val_loss: 0.0311646 | Time: 1687.54 ms [2021-05-11 18:26:10 main:574] : INFO : Epoch 1945 | loss: 0.0311605 | val_loss: 0.0311617 | Time: 1682.86 ms [2021-05-11 18:26:12 main:574] : INFO : Epoch 1946 | loss: 0.0311588 | val_loss: 0.031162 | Time: 1731.84 ms [2021-05-11 18:26:14 main:574] : INFO : Epoch 1947 | loss: 0.0311599 | val_loss: 0.0311624 | Time: 1717.97 ms [2021-05-11 18:26:16 main:574] : INFO : Epoch 1948 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 1691.24 ms [2021-05-11 18:26:17 main:574] : INFO : Epoch 1949 | loss: 0.031159 | val_loss: 0.031162 | Time: 1707.6 ms [2021-05-11 18:26:19 main:574] : INFO : Epoch 1950 | loss: 0.03116 | val_loss: 0.0311625 | Time: 1682.6 ms [2021-05-11 18:26:21 main:574] : INFO : Epoch 1951 | loss: 0.0311605 | val_loss: 0.0311626 | Time: 1722.32 ms [2021-05-11 18:26:23 main:574] : INFO : Epoch 1952 | loss: 0.031159 | val_loss: 0.0311632 | Time: 1701.33 ms [2021-05-11 18:26:24 main:574] : INFO : Epoch 1953 | loss: 0.0311598 | val_loss: 0.03117 | Time: 1693.94 ms [2021-05-11 18:26:26 main:574] : INFO : Epoch 1954 | loss: 0.0311619 | val_loss: 0.0311642 | Time: 1692.96 ms [2021-05-11 18:26:28 main:574] : INFO : Epoch 1955 | loss: 0.031163 | val_loss: 0.0311611 | Time: 1676.25 ms [2021-05-11 18:26:30 main:574] : INFO : Epoch 1956 | loss: 0.0311611 | val_loss: 0.0311675 | Time: 1672.75 ms [2021-05-11 18:26:31 main:574] : INFO : Epoch 1957 | loss: 0.0311616 | val_loss: 0.0311616 | Time: 1669.5 ms [2021-05-11 18:26:33 main:574] : INFO : Epoch 1958 | loss: 0.0311588 | val_loss: 0.0311616 | Time: 1702.18 ms [2021-05-11 18:26:35 main:574] : INFO : Epoch 1959 | loss: 0.031157 | val_loss: 0.0311646 | Time: 1681.19 ms [2021-05-11 18:26:36 main:574] : INFO : Epoch 1960 | loss: 0.0311617 | val_loss: 0.0311644 | Time: 1696.61 ms [2021-05-11 18:26:38 main:574] : INFO : Epoch 1961 | loss: 0.0311619 | val_loss: 0.0311618 | Time: 1654.17 ms [2021-05-11 18:26:40 main:574] : INFO : Epoch 1962 | loss: 0.0311617 | val_loss: 0.0311625 | Time: 1698.28 ms [2021-05-11 18:26:42 main:574] : INFO : Epoch 1963 | loss: 0.0311582 | val_loss: 0.0311619 | Time: 1713.48 ms [2021-05-11 18:26:43 main:574] : INFO : Epoch 1964 | loss: 0.0311572 | val_loss: 0.031162 | Time: 1693.72 ms [2021-05-11 18:26:45 main:574] : INFO : Epoch 1965 | loss: 0.0311665 | val_loss: 0.0311622 | Time: 1710.52 ms [2021-05-11 18:26:47 main:574] : INFO : Epoch 1966 | loss: 0.0311611 | val_loss: 0.0311643 | Time: 1689.42 ms [2021-05-11 18:26:49 main:574] : INFO : Epoch 1967 | loss: 0.0311605 | val_loss: 0.0311625 | Time: 1653.43 ms [2021-05-11 18:26:50 main:574] : INFO : Epoch 1968 | loss: 0.0311589 | val_loss: 0.0311638 | Time: 1708.33 ms [2021-05-11 18:26:52 main:574] : INFO : Epoch 1969 | loss: 0.031163 | val_loss: 0.0311663 | Time: 1702.05 ms [2021-05-11 18:26:54 main:574] : INFO : Epoch 1970 | loss: 0.0311595 | val_loss: 0.0311614 | Time: 1683.81 ms [2021-05-11 18:26:56 main:574] : INFO : Epoch 1971 | loss: 0.0311577 | val_loss: 0.0311584 | Time: 1685.67 ms [2021-05-11 18:26:57 main:574] : INFO : Epoch 1972 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 1696.44 ms [2021-05-11 18:26:59 main:574] : INFO : Epoch 1973 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 1664.74 ms [2021-05-11 18:27:01 main:574] : INFO : Epoch 1974 | loss: 0.0311601 | val_loss: 0.0311682 | Time: 1717.7 ms [2021-05-11 18:27:03 main:574] : INFO : Epoch 1975 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 1695.72 ms [2021-05-11 18:27:04 main:574] : INFO : Epoch 1976 | loss: 0.0311577 | val_loss: 0.0311593 | Time: 1702.58 ms [2021-05-11 18:27:06 main:574] : INFO : Epoch 1977 | loss: 0.0311567 | val_loss: 0.0311591 | Time: 1714.47 ms [2021-05-11 18:27:08 main:574] : INFO : Epoch 1978 | loss: 0.0311565 | val_loss: 0.0311587 | Time: 1661.47 ms [2021-05-11 18:27:10 main:574] : INFO : Epoch 1979 | loss: 0.0311659 | val_loss: 0.03116 | Time: 1666.35 ms [2021-05-11 18:27:11 main:574] : INFO : Epoch 1980 | loss: 0.0311609 | val_loss: 0.0311588 | Time: 1690.27 ms [2021-05-11 18:27:13 main:574] : INFO : Epoch 1981 | loss: 0.0311613 | val_loss: 0.0311588 | Time: 1713.1 ms [2021-05-11 18:27:15 main:574] : INFO : Epoch 1982 | loss: 0.0311574 | val_loss: 0.0311597 | Time: 1713.3 ms [2021-05-11 18:27:17 main:574] : INFO : Epoch 1983 | loss: 0.0311558 | val_loss: 0.0311604 | Time: 1698.11 ms [2021-05-11 18:27:18 main:574] : INFO : Epoch 1984 | loss: 0.0311558 | val_loss: 0.0311593 | Time: 1668.12 ms [2021-05-11 18:27:20 main:574] : INFO : Epoch 1985 | loss: 0.0311551 | val_loss: 0.0311632 | Time: 1697.85 ms [2021-05-11 18:27:22 main:574] : INFO : Epoch 1986 | loss: 0.0311593 | val_loss: 0.031162 | Time: 1693.42 ms [2021-05-11 18:27:24 main:574] : INFO : Epoch 1987 | loss: 0.0311591 | val_loss: 0.0311602 | Time: 1697.19 ms [2021-05-11 18:27:25 main:574] : INFO : Epoch 1988 | loss: 0.0311577 | val_loss: 0.0311589 | Time: 1732.55 ms [2021-05-11 18:27:27 main:574] : INFO : Epoch 1989 | loss: 0.0311559 | val_loss: 0.031159 | Time: 1720.12 ms [2021-05-11 18:27:29 main:574] : INFO : Epoch 1990 | loss: 0.0311556 | val_loss: 0.0311593 | Time: 1673.44 ms [2021-05-11 18:27:31 main:574] : INFO : Epoch 1991 | loss: 0.0311562 | val_loss: 0.0311599 | Time: 1708.68 ms [2021-05-11 18:27:32 main:574] : INFO : Epoch 1992 | loss: 0.031155 | val_loss: 0.0311594 | Time: 1698.15 ms [2021-05-11 18:27:34 main:574] : INFO : Epoch 1993 | loss: 0.0311542 | val_loss: 0.0311591 | Time: 1695.83 ms [2021-05-11 18:27:36 main:574] : INFO : Epoch 1994 | loss: 0.0311541 | val_loss: 0.0311591 | Time: 1704.22 ms [2021-05-11 18:27:38 main:574] : INFO : Epoch 1995 | loss: 0.0311556 | val_loss: 0.031161 | Time: 1683.11 ms [2021-05-11 18:27:39 main:574] : INFO : Epoch 1996 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 1685.45 ms [2021-05-11 18:27:41 main:574] : INFO : Epoch 1997 | loss: 0.0311591 | val_loss: 0.0311595 | Time: 1702.55 ms [2021-05-11 18:27:43 main:574] : INFO : Epoch 1998 | loss: 0.0311562 | val_loss: 0.0311585 | Time: 1716.19 ms [2021-05-11 18:27:45 main:574] : INFO : Epoch 1999 | loss: 0.031156 | val_loss: 0.0311599 | Time: 1713.09 ms [2021-05-11 18:27:46 main:574] : INFO : Epoch 2000 | loss: 0.0311591 | val_loss: 0.0311615 | Time: 1727.48 ms [2021-05-11 18:27:48 main:574] : INFO : Epoch 2001 | loss: 0.031156 | val_loss: 0.0311596 | Time: 1670.89 ms [2021-05-11 18:27:50 main:574] : INFO : Epoch 2002 | loss: 0.031157 | val_loss: 0.0311593 | Time: 1696.37 ms [2021-05-11 18:27:52 main:574] : INFO : Epoch 2003 | loss: 0.0311548 | val_loss: 0.0311693 | Time: 1729.68 ms [2021-05-11 18:27:53 main:574] : INFO : Epoch 2004 | loss: 0.0311559 | val_loss: 0.0311602 | Time: 1702.33 ms [2021-05-11 18:27:55 main:574] : INFO : Epoch 2005 | loss: 0.0311533 | val_loss: 0.0311599 | Time: 1704.71 ms [2021-05-11 18:27:57 main:574] : INFO : Epoch 2006 | loss: 0.0311548 | val_loss: 0.0311578 | Time: 1681.32 ms [2021-05-11 18:27:59 main:574] : INFO : Epoch 2007 | loss: 0.0311535 | val_loss: 0.0311591 | Time: 1657.82 ms [2021-05-11 18:28:00 main:574] : INFO : Epoch 2008 | loss: 0.0311541 | val_loss: 0.0311595 | Time: 1705.2 ms [2021-05-11 18:28:02 main:574] : INFO : Epoch 2009 | loss: 0.0311534 | val_loss: 0.0311589 | Time: 1688.03 ms [2021-05-11 18:28:04 main:574] : INFO : Epoch 2010 | loss: 0.0311541 | val_loss: 0.0311643 | Time: 1706.33 ms [2021-05-11 18:28:06 main:574] : INFO : Epoch 2011 | loss: 0.0311551 | val_loss: 0.0311617 | Time: 1714.48 ms [2021-05-11 18:28:07 main:574] : INFO : Epoch 2012 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 1688.31 ms [2021-05-11 18:28:09 main:574] : INFO : Epoch 2013 | loss: 0.0311552 | val_loss: 0.0311615 | Time: 1653.3 ms [2021-05-11 18:28:11 main:574] : INFO : Epoch 2014 | loss: 0.031156 | val_loss: 0.0311676 | Time: 1695.48 ms [2021-05-11 18:28:13 main:574] : INFO : Epoch 2015 | loss: 0.0311643 | val_loss: 0.031169 | Time: 1709.06 ms [2021-05-11 18:28:14 main:574] : INFO : Epoch 2016 | loss: 0.0311634 | val_loss: 0.0311611 | Time: 1702.6 ms [2021-05-11 18:28:16 main:574] : INFO : Epoch 2017 | loss: 0.0311596 | val_loss: 0.0311601 | Time: 1686.86 ms [2021-05-11 18:28:18 main:574] : INFO : Epoch 2018 | loss: 0.0311539 | val_loss: 0.0311609 | Time: 1688.47 ms [2021-05-11 18:28:20 main:574] : INFO : Epoch 2019 | loss: 0.0311534 | val_loss: 0.0311625 | Time: 1689.13 ms [2021-05-11 18:28:21 main:574] : INFO : Epoch 2020 | loss: 0.0311546 | val_loss: 0.0311611 | Time: 1716.41 ms [2021-05-11 18:28:23 main:574] : INFO : Epoch 2021 | loss: 0.031155 | val_loss: 0.0311606 | Time: 1683.55 ms [2021-05-11 18:28:25 main:574] : INFO : Epoch 2022 | loss: 0.0311553 | val_loss: 0.031168 | Time: 1695.17 ms [2021-05-11 18:28:27 main:574] : INFO : Epoch 2023 | loss: 0.0311557 | val_loss: 0.0311608 | Time: 1684.8 ms [2021-05-11 18:28:28 main:574] : INFO : Epoch 2024 | loss: 0.0311566 | val_loss: 0.0311617 | Time: 1667.24 ms [2021-05-11 18:28:30 main:574] : INFO : Epoch 2025 | loss: 0.0311554 | val_loss: 0.0311598 | Time: 1731 ms [2021-05-11 18:28:32 main:574] : INFO : Epoch 2026 | loss: 0.0311562 | val_loss: 0.0311589 | Time: 1707.78 ms [2021-05-11 18:28:34 main:574] : INFO : Epoch 2027 | loss: 0.0311539 | val_loss: 0.0311579 | Time: 1697.61 ms [2021-05-11 18:28:35 main:574] : INFO : Epoch 2028 | loss: 0.0311529 | val_loss: 0.0311596 | Time: 1693.39 ms [2021-05-11 18:28:37 main:574] : INFO : Epoch 2029 | loss: 0.0311525 | val_loss: 0.031159 | Time: 1704.01 ms [2021-05-11 18:28:39 main:574] : INFO : Epoch 2030 | loss: 0.0311544 | val_loss: 0.0311647 | Time: 1659.07 ms [2021-05-11 18:28:41 main:574] : INFO : Epoch 2031 | loss: 0.0311614 | val_loss: 0.0311606 | Time: 1727.94 ms [2021-05-11 18:28:42 main:574] : INFO : Epoch 2032 | loss: 0.031154 | val_loss: 0.0311603 | Time: 1705.45 ms [2021-05-11 18:28:44 main:574] : INFO : Epoch 2033 | loss: 0.0311521 | val_loss: 0.0311585 | Time: 1723.72 ms [2021-05-11 18:28:46 main:574] : INFO : Epoch 2034 | loss: 0.0311517 | val_loss: 0.0311584 | Time: 1717.54 ms [2021-05-11 18:28:48 main:574] : INFO : Epoch 2035 | loss: 0.0311524 | val_loss: 0.0311589 | Time: 1692.33 ms [2021-05-11 18:28:49 main:574] : INFO : Epoch 2036 | loss: 0.0311529 | val_loss: 0.0311604 | Time: 1686.76 ms [2021-05-11 18:28:51 main:574] : INFO : Epoch 2037 | loss: 0.0311528 | val_loss: 0.031159 | Time: 1691.29 ms [2021-05-11 18:28:53 main:574] : INFO : Epoch 2038 | loss: 0.0311522 | val_loss: 0.031163 | Time: 1708.35 ms [2021-05-11 18:28:55 main:574] : INFO : Epoch 2039 | loss: 0.0311543 | val_loss: 0.0311628 | Time: 1703.62 ms [2021-05-11 18:28:56 main:574] : INFO : Epoch 2040 | loss: 0.0311539 | val_loss: 0.0311573 | Time: 1734.77 ms [2021-05-11 18:28:58 main:574] : INFO : Epoch 2041 | loss: 0.0311535 | val_loss: 0.0311622 | Time: 1667.13 ms [2021-05-11 18:29:00 main:574] : INFO : Epoch 2042 | loss: 0.0311603 | val_loss: 0.0311616 | Time: 1690.92 ms [2021-05-11 18:29:02 main:574] : INFO : Epoch 2043 | loss: 0.031157 | val_loss: 0.031158 | Time: 1693.86 ms [2021-05-11 18:29:03 main:574] : INFO : Epoch 2044 | loss: 0.0311527 | val_loss: 0.0311597 | Time: 1718.41 ms [2021-05-11 18:29:05 main:574] : INFO : Epoch 2045 | loss: 0.0311556 | val_loss: 0.0311656 | Time: 1726.96 ms [2021-05-11 18:29:07 main:574] : INFO : Epoch 2046 | loss: 0.0311593 | val_loss: 0.0311674 | Time: 1694.67 ms [2021-05-11 18:29:09 main:574] : INFO : Epoch 2047 | loss: 0.0311548 | val_loss: 0.0311596 | Time: 1682.78 ms [2021-05-11 18:29:10 main:574] : INFO : Epoch 2048 | loss: 0.0311519 | val_loss: 0.0311579 | Time: 1709.9 ms [2021-05-11 18:29:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311579 [2021-05-11 18:29:10 main:603] : INFO : Saving end state to config to file [2021-05-11 18:29:10 main:608] : INFO : Success, exiting.. 18:29:11 (13664): 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)