Task 5174762
| Name | ParityMachine-1619234828-16426-2_1 |
| Workunit | 3084597 |
| Created | 11 May 2021, 0:52:05 UTC |
| Sent | 11 May 2021, 3:26:40 UTC |
| Report deadline | 18 May 2021, 3:26:40 UTC |
| Received | 11 May 2021, 13:29:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 59 min 49 sec |
| CPU time | 57 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.031148 | val_loss: 0.0311693 | Time: 1710.91 ms [2021-05-11 15:14:45 main:574] : INFO : Epoch 1543 | loss: 0.0311557 | val_loss: 0.0311706 | Time: 1668.14 ms [2021-05-11 15:14:47 main:574] : INFO : Epoch 1544 | loss: 0.0311482 | val_loss: 0.0311779 | Time: 1711.71 ms [2021-05-11 15:14:49 main:574] : INFO : Epoch 1545 | loss: 0.0311467 | val_loss: 0.0311664 | Time: 1759.55 ms [2021-05-11 15:14:51 main:574] : INFO : Epoch 1546 | loss: 0.0311447 | val_loss: 0.0311685 | Time: 1691.52 ms [2021-05-11 15:14:52 main:574] : INFO : Epoch 1547 | loss: 0.0311443 | val_loss: 0.0311749 | Time: 1718.26 ms [2021-05-11 15:14:54 main:574] : INFO : Epoch 1548 | loss: 0.0311455 | val_loss: 0.0311707 | Time: 1668.2 ms [2021-05-11 15:14:56 main:574] : INFO : Epoch 1549 | loss: 0.0311432 | val_loss: 0.0311699 | Time: 1687.25 ms [2021-05-11 15:14:57 main:574] : INFO : Epoch 1550 | loss: 0.0311431 | val_loss: 0.0311694 | Time: 1704.82 ms [2021-05-11 15:14:59 main:574] : INFO : Epoch 1551 | loss: 0.0311464 | val_loss: 0.0311687 | Time: 1712.35 ms [2021-05-11 15:15:01 main:574] : INFO : Epoch 1552 | loss: 0.0311455 | val_loss: 0.0311697 | Time: 1737.91 ms [2021-05-11 15:15:03 main:574] : INFO : Epoch 1553 | loss: 0.0311497 | val_loss: 0.0311719 | Time: 1711.11 ms [2021-05-11 15:15:04 main:574] : INFO : Epoch 1554 | loss: 0.0311447 | val_loss: 0.0311678 | Time: 1664.75 ms [2021-05-11 15:15:06 main:574] : INFO : Epoch 1555 | loss: 0.0311457 | val_loss: 0.0311703 | Time: 1702.57 ms [2021-05-11 15:15:08 main:574] : INFO : Epoch 1556 | loss: 0.0311431 | val_loss: 0.0311667 | Time: 1730 ms [2021-05-11 15:15:10 main:574] : INFO : Epoch 1557 | loss: 0.0311441 | val_loss: 0.0311681 | Time: 1702.26 ms [2021-05-11 15:15:12 main:574] : INFO : Epoch 1558 | loss: 0.0311433 | val_loss: 0.0311663 | Time: 1716.92 ms [2021-05-11 15:15:13 main:574] : INFO : Epoch 1559 | loss: 0.0311447 | val_loss: 0.0311681 | Time: 1689.48 ms [2021-05-11 15:15:15 main:574] : INFO : Epoch 1560 | loss: 0.0311421 | val_loss: 0.0311654 | Time: 1685.58 ms [2021-05-11 15:15:17 main:574] : INFO : Epoch 1561 | loss: 0.0311427 | val_loss: 0.0311691 | Time: 1725 ms [2021-05-11 15:15:19 main:574] : INFO : Epoch 1562 | loss: 0.0311428 | val_loss: 0.0311649 | Time: 1726.13 ms [2021-05-11 15:15:20 main:574] : INFO : Epoch 1563 | loss: 0.0311464 | val_loss: 0.0311753 | Time: 1711.11 ms [2021-05-11 15:15:22 main:574] : INFO : Epoch 1564 | loss: 0.0311502 | val_loss: 0.0311681 | Time: 1707.61 ms [2021-05-11 15:15:24 main:574] : INFO : Epoch 1565 | loss: 0.0311442 | val_loss: 0.0311707 | Time: 1688.87 ms [2021-05-11 15:15:26 main:574] : INFO : Epoch 1566 | loss: 0.0311449 | val_loss: 0.0311798 | Time: 1679.95 ms [2021-05-11 15:15:27 main:574] : INFO : Epoch 1567 | loss: 0.0311447 | val_loss: 0.0311683 | Time: 1697.93 ms [2021-05-11 15:15:29 main:574] : INFO : Epoch 1568 | loss: 0.0311431 | val_loss: 0.0311703 | Time: 1708.86 ms [2021-05-11 15:15:31 main:574] : INFO : Epoch 1569 | loss: 0.0311433 | val_loss: 0.0311672 | Time: 1710.73 ms [2021-05-11 15:15:33 main:574] : INFO : Epoch 1570 | loss: 0.0311423 | val_loss: 0.0311667 | Time: 1724.5 ms [2021-05-11 15:15:34 main:574] : INFO : Epoch 1571 | loss: 0.0311419 | val_loss: 0.031169 | Time: 1671.4 ms [2021-05-11 15:15:36 main:574] : INFO : Epoch 1572 | loss: 0.0311397 | val_loss: 0.0311698 | Time: 1693.09 ms [2021-05-11 15:15:38 main:574] : INFO : Epoch 1573 | loss: 0.0311448 | val_loss: 0.031164 | Time: 1740.66 ms [2021-05-11 15:15:40 main:574] : INFO : Epoch 1574 | loss: 0.0311414 | val_loss: 0.0311677 | Time: 1719.89 ms [2021-05-11 15:15:41 main:574] : INFO : Epoch 1575 | loss: 0.0311405 | val_loss: 0.0311715 | Time: 1694.97 ms [2021-05-11 15:15:43 main:574] : INFO : Epoch 1576 | loss: 0.031141 | val_loss: 0.0311683 | Time: 1706.86 ms [2021-05-11 15:15:45 main:574] : INFO : Epoch 1577 | loss: 0.0311445 | val_loss: 0.031166 | Time: 1672.29 ms [2021-05-11 15:15:47 main:574] : INFO : Epoch 1578 | loss: 0.0311448 | val_loss: 0.0311717 | Time: 1701.7 ms [2021-05-11 15:15:48 main:574] : INFO : Epoch 1579 | loss: 0.031144 | val_loss: 0.0311695 | Time: 1719.88 ms [2021-05-11 15:15:50 main:574] : INFO : Epoch 1580 | loss: 0.0311423 | val_loss: 0.0311727 | Time: 1702.79 ms [2021-05-11 15:15:52 main:574] : INFO : Epoch 1581 | loss: 0.0311446 | val_loss: 0.0311686 | Time: 1717.93 ms [2021-05-11 15:15:54 main:574] : INFO : Epoch 1582 | loss: 0.0311442 | val_loss: 0.0311638 | Time: 1695.94 ms [2021-05-11 15:15:55 main:574] : INFO : Epoch 1583 | loss: 0.0311437 | val_loss: 0.0311644 | Time: 1694.17 ms [2021-05-11 15:15:57 main:574] : INFO : Epoch 1584 | loss: 0.0311439 | val_loss: 0.0311657 | Time: 1717.76 ms [2021-05-11 15:15:59 main:574] : INFO : Epoch 1585 | loss: 0.0311428 | val_loss: 0.0311676 | Time: 1695.65 ms [2021-05-11 15:16:01 main:574] : INFO : Epoch 1586 | loss: 0.0311441 | val_loss: 0.0311706 | Time: 1732.7 ms [2021-05-11 15:16:02 main:574] : INFO : Epoch 1587 | loss: 0.0311469 | val_loss: 0.0311657 | Time: 1720.29 ms [2021-05-11 15:16:04 main:574] : INFO : Epoch 1588 | loss: 0.0311471 | val_loss: 0.0311773 | Time: 1672.19 ms [2021-05-11 15:16:06 main:574] : INFO : Epoch 1589 | loss: 0.0311441 | val_loss: 0.0311658 | Time: 1678.29 ms [2021-05-11 15:16:08 main:574] : INFO : Epoch 1590 | loss: 0.0311442 | val_loss: 0.0311663 | Time: 1704.9 ms [2021-05-11 15:16:09 main:574] : INFO : Epoch 1591 | loss: 0.0311434 | val_loss: 0.0311697 | Time: 1708.4 ms [2021-05-11 15:16:11 main:574] : INFO : Epoch 1592 | loss: 0.0311412 | val_loss: 0.0311649 | Time: 1694.81 ms [2021-05-11 15:16:13 main:574] : INFO : Epoch 1593 | loss: 0.0311408 | val_loss: 0.0311697 | Time: 1701.15 ms [2021-05-11 15:16:14 main:574] : INFO : Epoch 1594 | loss: 0.0311407 | val_loss: 0.0311652 | Time: 1673.92 ms [2021-05-11 15:16:16 main:574] : INFO : Epoch 1595 | loss: 0.0311434 | val_loss: 0.0311685 | Time: 1707.38 ms [2021-05-11 15:16:18 main:574] : INFO : Epoch 1596 | loss: 0.031143 | val_loss: 0.0311704 | Time: 1723.58 ms [2021-05-11 15:16:20 main:574] : INFO : Epoch 1597 | loss: 0.0311441 | val_loss: 0.0311694 | Time: 1724.18 ms [2021-05-11 15:16:21 main:574] : INFO : Epoch 1598 | loss: 0.0311396 | val_loss: 0.0311697 | Time: 1687.25 ms [2021-05-11 15:16:23 main:574] : INFO : Epoch 1599 | loss: 0.0311386 | val_loss: 0.0311696 | Time: 1695.88 ms [2021-05-11 15:16:25 main:574] : INFO : Epoch 1600 | loss: 0.031138 | val_loss: 0.0311691 | Time: 1672.97 ms [2021-05-11 15:16:27 main:574] : INFO : Epoch 1601 | loss: 0.031139 | val_loss: 0.0311722 | Time: 1684.35 ms [2021-05-11 15:16:28 main:574] : INFO : Epoch 1602 | loss: 0.031138 | val_loss: 0.031172 | Time: 1704.98 ms [2021-05-11 15:16:30 main:574] : INFO : Epoch 1603 | loss: 0.0311375 | val_loss: 0.0311707 | Time: 1685.18 ms [2021-05-11 15:16:32 main:574] : INFO : Epoch 1604 | loss: 0.0311381 | val_loss: 0.0311657 | Time: 1692.92 ms [2021-05-11 15:16:34 main:574] : INFO : Epoch 1605 | loss: 0.0311399 | val_loss: 0.0311666 | Time: 1695.43 ms [2021-05-11 15:16:35 main:574] : INFO : Epoch 1606 | loss: 0.0311375 | val_loss: 0.0311698 | Time: 1678.78 ms [2021-05-11 15:16:37 main:574] : INFO : Epoch 1607 | loss: 0.0311388 | val_loss: 0.0311663 | Time: 1735.62 ms [2021-05-11 15:16:39 main:574] : INFO : Epoch 1608 | loss: 0.0311401 | val_loss: 0.0311719 | Time: 1679.63 ms [2021-05-11 15:16:41 main:574] : INFO : Epoch 1609 | loss: 0.0311356 | val_loss: 0.0311737 | Time: 1687.44 ms [2021-05-11 15:16:42 main:574] : INFO : Epoch 1610 | loss: 0.0311393 | val_loss: 0.0311686 | Time: 1692.25 ms [2021-05-11 15:16:44 main:574] : INFO : Epoch 1611 | loss: 0.0311389 | val_loss: 0.0311649 | Time: 1668.28 ms [2021-05-11 15:16:46 main:574] : INFO : Epoch 1612 | loss: 0.0311396 | val_loss: 0.0311723 | Time: 1668.2 ms [2021-05-11 15:16:48 main:574] : INFO : Epoch 1613 | loss: 0.0311413 | val_loss: 0.0311742 | Time: 1721.18 ms [2021-05-11 15:16:49 main:574] : INFO : Epoch 1614 | loss: 0.0311385 | val_loss: 0.0311718 | Time: 1706.63 ms [2021-05-11 15:16:51 main:574] : INFO : Epoch 1615 | loss: 0.0311373 | val_loss: 0.0311716 | Time: 1692.71 ms [2021-05-11 15:16:53 main:574] : INFO : Epoch 1616 | loss: 0.0311389 | val_loss: 0.0311679 | Time: 1719.49 ms [2021-05-11 15:16:55 main:574] : INFO : Epoch 1617 | loss: 0.0311445 | val_loss: 0.0311694 | Time: 1675.53 ms [2021-05-11 15:16:56 main:574] : INFO : Epoch 1618 | loss: 0.0311648 | val_loss: 0.0311716 | Time: 1688.59 ms [2021-05-11 15:16:58 main:574] : INFO : Epoch 1619 | loss: 0.0311735 | val_loss: 0.0311858 | Time: 1718.23 ms [2021-05-11 15:17:00 main:574] : INFO : Epoch 1620 | loss: 0.0311659 | val_loss: 0.0311724 | Time: 1713.1 ms [2021-05-11 15:17:02 main:574] : INFO : Epoch 1621 | loss: 0.031157 | val_loss: 0.0311669 | Time: 1723.02 ms [2021-05-11 15:17:03 main:574] : INFO : Epoch 1622 | loss: 0.0311536 | val_loss: 0.0311685 | Time: 1717.26 ms [2021-05-11 15:17:05 main:574] : INFO : Epoch 1623 | loss: 0.0311544 | val_loss: 0.031167 | Time: 1691.06 ms [2021-05-11 15:17:07 main:574] : INFO : Epoch 1624 | loss: 0.0311522 | val_loss: 0.0311725 | Time: 1713.97 ms [2021-05-11 15:17:09 main:574] : INFO : Epoch 1625 | loss: 0.0311506 | val_loss: 0.0311647 | Time: 1702.36 ms [2021-05-11 15:17:10 main:574] : INFO : Epoch 1626 | loss: 0.0311523 | val_loss: 0.0311796 | Time: 1696.69 ms [2021-05-11 15:17:12 main:574] : INFO : Epoch 1627 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 1690.37 ms [2021-05-11 15:17:14 main:574] : INFO : Epoch 1628 | loss: 0.0311489 | val_loss: 0.0311672 | Time: 1684.18 ms [2021-05-11 15:17:15 main:574] : INFO : Epoch 1629 | loss: 0.031149 | val_loss: 0.0311687 | Time: 1683.82 ms [2021-05-11 15:17:17 main:574] : INFO : Epoch 1630 | loss: 0.0311482 | val_loss: 0.0311679 | Time: 1696.59 ms [2021-05-11 15:17:19 main:574] : INFO : Epoch 1631 | loss: 0.0311456 | val_loss: 0.0311664 | Time: 1706.73 ms [2021-05-11 15:17:21 main:574] : INFO : Epoch 1632 | loss: 0.0311468 | val_loss: 0.0311646 | Time: 1705.08 ms [2021-05-11 15:17:23 main:574] : INFO : Epoch 1633 | loss: 0.0311446 | val_loss: 0.0311678 | Time: 1704.54 ms [2021-05-11 15:17:24 main:574] : INFO : Epoch 1634 | loss: 0.0311443 | val_loss: 0.0311702 | Time: 1662.54 ms [2021-05-11 15:17:26 main:574] : INFO : Epoch 1635 | loss: 0.0311443 | val_loss: 0.0311722 | Time: 1668.44 ms [2021-05-11 15:17:28 main:574] : INFO : Epoch 1636 | loss: 0.0311455 | val_loss: 0.0311686 | Time: 1691.66 ms [2021-05-11 15:17:29 main:574] : INFO : Epoch 1637 | loss: 0.0311482 | val_loss: 0.0311791 | Time: 1688.44 ms [2021-05-11 15:17:31 main:574] : INFO : Epoch 1638 | loss: 0.0311518 | val_loss: 0.0311659 | Time: 1722.17 ms [2021-05-11 15:17:33 main:574] : INFO : Epoch 1639 | loss: 0.0311485 | val_loss: 0.0311649 | Time: 1689.66 ms [2021-05-11 15:17:35 main:574] : INFO : Epoch 1640 | loss: 0.0311445 | val_loss: 0.0311716 | Time: 1664.33 ms [2021-05-11 15:17:36 main:574] : INFO : Epoch 1641 | loss: 0.0311438 | val_loss: 0.0311669 | Time: 1678.27 ms [2021-05-11 15:17:38 main:574] : INFO : Epoch 1642 | loss: 0.0311439 | val_loss: 0.0311678 | Time: 1706.36 ms [2021-05-11 15:17:40 main:574] : INFO : Epoch 1643 | loss: 0.0311445 | val_loss: 0.0311738 | Time: 1728.66 ms [2021-05-11 15:17:42 main:574] : INFO : Epoch 1644 | loss: 0.031144 | val_loss: 0.0311708 | Time: 1706.79 ms [2021-05-11 15:17:43 main:574] : INFO : Epoch 1645 | loss: 0.0311419 | val_loss: 0.0311646 | Time: 1700.32 ms [2021-05-11 15:17:45 main:574] : INFO : Epoch 1646 | loss: 0.0311399 | val_loss: 0.0311659 | Time: 1668.7 ms [2021-05-11 15:17:47 main:574] : INFO : Epoch 1647 | loss: 0.0311455 | val_loss: 0.0311649 | Time: 1718.66 ms [2021-05-11 15:17:49 main:574] : INFO : Epoch 1648 | loss: 0.0311466 | val_loss: 0.0311669 | Time: 1689.1 ms [2021-05-11 15:17:50 main:574] : INFO : Epoch 1649 | loss: 0.0311461 | val_loss: 0.0311673 | Time: 1703.01 ms [2021-05-11 15:17:52 main:574] : INFO : Epoch 1650 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 1712.82 ms [2021-05-11 15:17:54 main:574] : INFO : Epoch 1651 | loss: 0.0311444 | val_loss: 0.0311667 | Time: 1686.44 ms [2021-05-11 15:17:56 main:574] : INFO : Epoch 1652 | loss: 0.0311408 | val_loss: 0.0311668 | Time: 1672.92 ms [2021-05-11 15:17:57 main:574] : INFO : Epoch 1653 | loss: 0.0311411 | val_loss: 0.0311745 | Time: 1716.19 ms [2021-05-11 15:17:59 main:574] : INFO : Epoch 1654 | loss: 0.0311421 | val_loss: 0.0311667 | Time: 1712.92 ms [2021-05-11 15:18:01 main:574] : INFO : Epoch 1655 | loss: 0.031143 | val_loss: 0.0311698 | Time: 1710.85 ms [2021-05-11 15:18:03 main:574] : INFO : Epoch 1656 | loss: 0.0311407 | val_loss: 0.0311695 | Time: 1711.49 ms [2021-05-11 15:18:04 main:574] : INFO : Epoch 1657 | loss: 0.0311428 | val_loss: 0.0311788 | Time: 1684.08 ms [2021-05-11 15:18:06 main:574] : INFO : Epoch 1658 | loss: 0.0311435 | val_loss: 0.0311744 | Time: 1698.46 ms [2021-05-11 15:18:08 main:574] : INFO : Epoch 1659 | loss: 0.0311398 | val_loss: 0.0311675 | Time: 1686.21 ms [2021-05-11 15:18:10 main:574] : INFO : Epoch 1660 | loss: 0.0311385 | val_loss: 0.0311722 | Time: 1711.24 ms [2021-05-11 15:18:11 main:574] : INFO : Epoch 1661 | loss: 0.0311453 | val_loss: 0.0311737 | Time: 1702.08 ms [2021-05-11 15:18:13 main:574] : INFO : Epoch 1662 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 1712.48 ms [2021-05-11 15:18:15 main:574] : INFO : Epoch 1663 | loss: 0.0311638 | val_loss: 0.0311652 | Time: 1682.49 ms [2021-05-11 15:18:17 main:574] : INFO : Epoch 1664 | loss: 0.031161 | val_loss: 0.0311668 | Time: 1698.24 ms [2021-05-11 15:18:18 main:574] : INFO : Epoch 1665 | loss: 0.0311593 | val_loss: 0.0311654 | Time: 1747.08 ms [2021-05-11 15:18:20 main:574] : INFO : Epoch 1666 | loss: 0.031158 | val_loss: 0.0311683 | Time: 1726 ms [2021-05-11 15:18:22 main:574] : INFO : Epoch 1667 | loss: 0.0311604 | val_loss: 0.0311735 | Time: 1712.66 ms [2021-05-11 15:18:24 main:574] : INFO : Epoch 1668 | loss: 0.0311537 | val_loss: 0.0311647 | Time: 1683.15 ms [2021-05-11 15:18:25 main:574] : INFO : Epoch 1669 | loss: 0.0311554 | val_loss: 0.0311668 | Time: 1665.78 ms [2021-05-11 15:18:27 main:574] : INFO : Epoch 1670 | loss: 0.0311522 | val_loss: 0.0311692 | Time: 1704.91 ms [2021-05-11 15:18:29 main:574] : INFO : Epoch 1671 | loss: 0.0311526 | val_loss: 0.0311707 | Time: 1693.73 ms [2021-05-11 15:18:31 main:574] : INFO : Epoch 1672 | loss: 0.0311517 | val_loss: 0.0311669 | Time: 1695.7 ms [2021-05-11 15:18:32 main:574] : INFO : Epoch 1673 | loss: 0.0311522 | val_loss: 0.0311629 | Time: 1705.64 ms [2021-05-11 15:18:34 main:574] : INFO : Epoch 1674 | loss: 0.0311495 | val_loss: 0.0311661 | Time: 1679.58 ms [2021-05-11 15:18:36 main:574] : INFO : Epoch 1675 | loss: 0.0311486 | val_loss: 0.0311674 | Time: 1682.14 ms [2021-05-11 15:18:38 main:574] : INFO : Epoch 1676 | loss: 0.0311487 | val_loss: 0.0311697 | Time: 1714.07 ms [2021-05-11 15:18:39 main:574] : INFO : Epoch 1677 | loss: 0.0311492 | val_loss: 0.0311728 | Time: 1701.06 ms [2021-05-11 15:18:41 main:574] : INFO : Epoch 1678 | loss: 0.0311481 | val_loss: 0.0311712 | Time: 1710.01 ms [2021-05-11 15:18:43 main:574] : INFO : Epoch 1679 | loss: 0.0311483 | val_loss: 0.0311702 | Time: 1723.76 ms [2021-05-11 15:18:45 main:574] : INFO : Epoch 1680 | loss: 0.0311466 | val_loss: 0.031167 | Time: 1661.34 ms [2021-05-11 15:18:46 main:574] : INFO : Epoch 1681 | loss: 0.0311468 | val_loss: 0.0311733 | Time: 1703.08 ms [2021-05-11 15:18:48 main:574] : INFO : Epoch 1682 | loss: 0.0311464 | val_loss: 0.0311675 | Time: 1687.09 ms [2021-05-11 15:18:50 main:574] : INFO : Epoch 1683 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 1711.85 ms [2021-05-11 15:18:52 main:574] : INFO : Epoch 1684 | loss: 0.0311502 | val_loss: 0.0311716 | Time: 1726.44 ms [2021-05-11 15:18:53 main:574] : INFO : Epoch 1685 | loss: 0.0311488 | val_loss: 0.0311682 | Time: 1714.6 ms [2021-05-11 15:18:55 main:574] : INFO : Epoch 1686 | loss: 0.0311479 | val_loss: 0.0311671 | Time: 1699.32 ms [2021-05-11 15:18:57 main:574] : INFO : Epoch 1687 | loss: 0.0311463 | val_loss: 0.0311653 | Time: 1723.92 ms [2021-05-11 15:18:59 main:574] : INFO : Epoch 1688 | loss: 0.0311467 | val_loss: 0.0311667 | Time: 1751.04 ms [2021-05-11 15:19:01 main:574] : INFO : Epoch 1689 | loss: 0.0311476 | val_loss: 0.0311789 | Time: 1713.99 ms [2021-05-11 15:19:02 main:574] : INFO : Epoch 1690 | loss: 0.0311521 | val_loss: 0.0311893 | Time: 1706.5 ms [2021-05-11 15:19:04 main:574] : INFO : Epoch 1691 | loss: 0.0311544 | val_loss: 0.0311689 | Time: 1678.21 ms [2021-05-11 15:19:06 main:574] : INFO : Epoch 1692 | loss: 0.0311459 | val_loss: 0.0311678 | Time: 1671.83 ms [2021-05-11 15:19:07 main:574] : INFO : Epoch 1693 | loss: 0.0311466 | val_loss: 0.0311681 | Time: 1714.08 ms [2021-05-11 15:19:09 main:574] : INFO : Epoch 1694 | loss: 0.0311522 | val_loss: 0.0311853 | Time: 1712.15 ms [2021-05-11 15:19:11 main:574] : INFO : Epoch 1695 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 1705.04 ms [2021-05-11 15:19:13 main:574] : INFO : Epoch 1696 | loss: 0.0311471 | val_loss: 0.0311678 | Time: 1697.35 ms [2021-05-11 15:19:14 main:574] : INFO : Epoch 1697 | loss: 0.0311454 | val_loss: 0.0311644 | Time: 1676.63 ms [2021-05-11 15:19:16 main:574] : INFO : Epoch 1698 | loss: 0.031145 | val_loss: 0.0311635 | Time: 1701.17 ms [2021-05-11 15:19:18 main:574] : INFO : Epoch 1699 | loss: 0.0311461 | val_loss: 0.0311646 | Time: 1730.9 ms [2021-05-11 15:19:20 main:574] : INFO : Epoch 1700 | loss: 0.0311469 | val_loss: 0.0311655 | Time: 1687.49 ms [2021-05-11 15:19:21 main:574] : INFO : Epoch 1701 | loss: 0.0311472 | val_loss: 0.0311689 | Time: 1706.33 ms [2021-05-11 15:19:23 main:574] : INFO : Epoch 1702 | loss: 0.0311494 | val_loss: 0.0311641 | Time: 1690.14 ms [2021-05-11 15:19:25 main:574] : INFO : Epoch 1703 | loss: 0.0311454 | val_loss: 0.0311679 | Time: 1668.76 ms [2021-05-11 15:19:27 main:574] : INFO : Epoch 1704 | loss: 0.0311466 | val_loss: 0.0311653 | Time: 1712.42 ms [2021-05-11 15:19:28 main:574] : INFO : Epoch 1705 | loss: 0.0311459 | val_loss: 0.0311647 | Time: 1688.37 ms [2021-05-11 15:19:30 main:574] : INFO : Epoch 1706 | loss: 0.0311473 | val_loss: 0.0311721 | Time: 1686.05 ms [2021-05-11 15:19:32 main:574] : INFO : Epoch 1707 | loss: 0.0311469 | val_loss: 0.0311663 | Time: 1678.19 ms [2021-05-11 15:19:34 main:574] : INFO : Epoch 1708 | loss: 0.0311486 | val_loss: 0.031169 | Time: 1698.8 ms [2021-05-11 15:19:35 main:574] : INFO : Epoch 1709 | loss: 0.0311481 | val_loss: 0.0311704 | Time: 1682.98 ms [2021-05-11 15:19:37 main:574] : INFO : Epoch 1710 | loss: 0.0311481 | val_loss: 0.0311636 | Time: 1733.08 ms [2021-05-11 15:19:39 main:574] : INFO : Epoch 1711 | loss: 0.0311437 | val_loss: 0.0311707 | Time: 1688.99 ms [2021-05-11 15:19:41 main:574] : INFO : Epoch 1712 | loss: 0.031144 | val_loss: 0.0311682 | Time: 1696.65 ms [2021-05-11 15:19:42 main:574] : INFO : Epoch 1713 | loss: 0.0311491 | val_loss: 0.0311722 | Time: 1699.19 ms [2021-05-11 15:19:44 main:574] : INFO : Epoch 1714 | loss: 0.0311573 | val_loss: 0.0311717 | Time: 1660.87 ms [2021-05-11 15:19:46 main:574] : INFO : Epoch 1715 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 1699.21 ms [2021-05-11 15:19:48 main:574] : INFO : Epoch 1716 | loss: 0.0311609 | val_loss: 0.031171 | Time: 1713.65 ms [2021-05-11 15:19:49 main:574] : INFO : Epoch 1717 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 1682.61 ms [2021-05-11 15:19:51 main:574] : INFO : Epoch 1718 | loss: 0.031158 | val_loss: 0.0311655 | Time: 1710.09 ms [2021-05-11 15:19:53 main:574] : INFO : Epoch 1719 | loss: 0.0311571 | val_loss: 0.0311715 | Time: 1721.29 ms [2021-05-11 15:19:55 main:574] : INFO : Epoch 1720 | loss: 0.0311583 | val_loss: 0.0311659 | Time: 1653.09 ms [2021-05-11 15:19:56 main:574] : INFO : Epoch 1721 | loss: 0.0311599 | val_loss: 0.0311751 | Time: 1686.12 ms [2021-05-11 15:19:58 main:574] : INFO : Epoch 1722 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 1720.52 ms [2021-05-11 15:20:00 main:574] : INFO : Epoch 1723 | loss: 0.0311566 | val_loss: 0.0311634 | Time: 1718.32 ms [2021-05-11 15:20:02 main:574] : INFO : Epoch 1724 | loss: 0.0311548 | val_loss: 0.0311698 | Time: 1707.71 ms [2021-05-11 15:20:03 main:574] : INFO : Epoch 1725 | loss: 0.0311531 | val_loss: 0.0311645 | Time: 1710.11 ms [2021-05-11 15:20:05 main:574] : INFO : Epoch 1726 | loss: 0.0311532 | val_loss: 0.0311669 | Time: 1686.78 ms [2021-05-11 15:20:07 main:574] : INFO : Epoch 1727 | loss: 0.031154 | val_loss: 0.0311715 | Time: 1713.87 ms [2021-05-11 15:20:09 main:574] : INFO : Epoch 1728 | loss: 0.0311536 | val_loss: 0.0311723 | Time: 1724.55 ms [2021-05-11 15:20:10 main:574] : INFO : Epoch 1729 | loss: 0.0311527 | val_loss: 0.0311714 | Time: 1702.33 ms [2021-05-11 15:20:12 main:574] : INFO : Epoch 1730 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 1697.51 ms [2021-05-11 15:20:14 main:574] : INFO : Epoch 1731 | loss: 0.0311538 | val_loss: 0.0311635 | Time: 1669.65 ms [2021-05-11 15:20:16 main:574] : INFO : Epoch 1732 | loss: 0.0311527 | val_loss: 0.0311631 | Time: 1684.2 ms [2021-05-11 15:20:17 main:574] : INFO : Epoch 1733 | loss: 0.0311508 | val_loss: 0.0311625 | Time: 1724.87 ms [2021-05-11 15:20:19 main:574] : INFO : Epoch 1734 | loss: 0.031152 | val_loss: 0.0311652 | Time: 1694.03 ms [2021-05-11 15:20:21 main:574] : INFO : Epoch 1735 | loss: 0.03115 | val_loss: 0.0311654 | Time: 1692.2 ms [2021-05-11 15:20:23 main:574] : INFO : Epoch 1736 | loss: 0.0311508 | val_loss: 0.0311707 | Time: 1702.28 ms [2021-05-11 15:20:24 main:574] : INFO : Epoch 1737 | loss: 0.0311519 | val_loss: 0.0311639 | Time: 1666.05 ms [2021-05-11 15:20:26 main:574] : INFO : Epoch 1738 | loss: 0.031155 | val_loss: 0.0311676 | Time: 1701.97 ms [2021-05-11 15:20:28 main:574] : INFO : Epoch 1739 | loss: 0.0311511 | val_loss: 0.0311675 | Time: 1692.99 ms [2021-05-11 15:20:30 main:574] : INFO : Epoch 1740 | loss: 0.0311517 | val_loss: 0.0311645 | Time: 1717.41 ms [2021-05-11 15:20:31 main:574] : INFO : Epoch 1741 | loss: 0.0311502 | val_loss: 0.0311633 | Time: 1694.16 ms [2021-05-11 15:20:33 main:574] : INFO : Epoch 1742 | loss: 0.0311528 | val_loss: 0.0311692 | Time: 1696.64 ms [2021-05-11 15:20:35 main:574] : INFO : Epoch 1743 | loss: 0.0311516 | val_loss: 0.0311629 | Time: 1666.69 ms [2021-05-11 15:20:37 main:574] : INFO : Epoch 1744 | loss: 0.0311509 | val_loss: 0.031165 | Time: 1718.51 ms [2021-05-11 15:20:38 main:574] : INFO : Epoch 1745 | loss: 0.0311508 | val_loss: 0.0311651 | Time: 1712.94 ms [2021-05-11 15:20:40 main:574] : INFO : Epoch 1746 | loss: 0.0311518 | val_loss: 0.0311674 | Time: 1691.5 ms [2021-05-11 15:20:42 main:574] : INFO : Epoch 1747 | loss: 0.0311563 | val_loss: 0.0311644 | Time: 1699.18 ms [2021-05-11 15:20:44 main:574] : INFO : Epoch 1748 | loss: 0.0311555 | val_loss: 0.0311845 | Time: 1720.62 ms [2021-05-11 15:20:45 main:574] : INFO : Epoch 1749 | loss: 0.0311596 | val_loss: 0.0311818 | Time: 1671.73 ms [2021-05-11 15:20:47 main:574] : INFO : Epoch 1750 | loss: 0.0835142 | val_loss: 0.0593272 | Time: 1732.34 ms [2021-05-11 15:20:49 main:574] : INFO : Epoch 1751 | loss: 0.0485653 | val_loss: 0.0369502 | Time: 1713.15 ms [2021-05-11 15:20:51 main:574] : INFO : Epoch 1752 | loss: 0.0334002 | val_loss: 0.0315253 | Time: 1708.29 ms [2021-05-11 15:20:52 main:574] : INFO : Epoch 1753 | loss: 0.0315862 | val_loss: 0.0313127 | Time: 1713.17 ms [2021-05-11 15:20:54 main:574] : INFO : Epoch 1754 | loss: 0.0313176 | val_loss: 0.0312888 | Time: 1676.1 ms [2021-05-11 15:20:56 main:574] : INFO : Epoch 1755 | loss: 0.0312734 | val_loss: 0.0312642 | Time: 1695.85 ms [2021-05-11 15:20:58 main:574] : INFO : Epoch 1756 | loss: 0.0312621 | val_loss: 0.0312588 | Time: 1695.64 ms [2021-05-11 15:20:59 main:574] : INFO : Epoch 1757 | loss: 0.0312588 | val_loss: 0.031257 | Time: 1693.29 ms [2021-05-11 15:21:01 main:574] : INFO : Epoch 1758 | loss: 0.0312572 | val_loss: 0.0312558 | Time: 1714.41 ms [2021-05-11 15:21:03 main:574] : INFO : Epoch 1759 | loss: 0.0312561 | val_loss: 0.031255 | Time: 1722.37 ms [2021-05-11 15:21:04 main:574] : INFO : Epoch 1760 | loss: 0.0312553 | val_loss: 0.0312543 | Time: 1668.75 ms [2021-05-11 15:21:06 main:574] : INFO : Epoch 1761 | loss: 0.0312547 | val_loss: 0.0312538 | Time: 1717.32 ms [2021-05-11 15:21:08 main:574] : INFO : Epoch 1762 | loss: 0.0312539 | val_loss: 0.031253 | Time: 1713.33 ms [2021-05-11 15:21:10 main:574] : INFO : Epoch 1763 | loss: 0.0312535 | val_loss: 0.0312531 | Time: 1678.96 ms [2021-05-11 15:21:11 main:574] : INFO : Epoch 1764 | loss: 0.0312529 | val_loss: 0.031252 | Time: 1705.01 ms [2021-05-11 15:21:13 main:574] : INFO : Epoch 1765 | loss: 0.0312521 | val_loss: 0.0312513 | Time: 1710.32 ms [2021-05-11 15:21:15 main:574] : INFO : Epoch 1766 | loss: 0.0312514 | val_loss: 0.0312508 | Time: 1668.39 ms [2021-05-11 15:21:17 main:574] : INFO : Epoch 1767 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1706.48 ms [2021-05-11 15:21:18 main:574] : INFO : Epoch 1768 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 1709.42 ms [2021-05-11 15:21:20 main:574] : INFO : Epoch 1769 | loss: 0.03125 | val_loss: 0.0312493 | Time: 1699.55 ms [2021-05-11 15:21:22 main:574] : INFO : Epoch 1770 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 1708.99 ms [2021-05-11 15:21:24 main:574] : INFO : Epoch 1771 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1678.28 ms [2021-05-11 15:21:25 main:574] : INFO : Epoch 1772 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 1662.33 ms [2021-05-11 15:21:27 main:574] : INFO : Epoch 1773 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 1697.93 ms [2021-05-11 15:21:29 main:574] : INFO : Epoch 1774 | loss: 0.031247 | val_loss: 0.0312465 | Time: 1732.47 ms [2021-05-11 15:21:31 main:574] : INFO : Epoch 1775 | loss: 0.0312463 | val_loss: 0.0312459 | Time: 1727.57 ms [2021-05-11 15:21:32 main:574] : INFO : Epoch 1776 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1695.62 ms [2021-05-11 15:21:34 main:574] : INFO : Epoch 1777 | loss: 0.031245 | val_loss: 0.0312452 | Time: 1677.15 ms [2021-05-11 15:21:36 main:574] : INFO : Epoch 1778 | loss: 0.0312446 | val_loss: 0.0312444 | Time: 1684.15 ms [2021-05-11 15:21:38 main:574] : INFO : Epoch 1779 | loss: 0.031244 | val_loss: 0.0312433 | Time: 1716.94 ms [2021-05-11 15:21:39 main:574] : INFO : Epoch 1780 | loss: 0.0312429 | val_loss: 0.0312427 | Time: 1706.04 ms [2021-05-11 15:21:41 main:574] : INFO : Epoch 1781 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 1707.22 ms [2021-05-11 15:21:43 main:574] : INFO : Epoch 1782 | loss: 0.0312411 | val_loss: 0.0312396 | Time: 1699.21 ms [2021-05-11 15:21:45 main:574] : INFO : Epoch 1783 | loss: 0.0312376 | val_loss: 0.0312374 | Time: 1656.37 ms [2021-05-11 15:21:46 main:574] : INFO : Epoch 1784 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 1693.74 ms [2021-05-11 15:21:48 main:574] : INFO : Epoch 1785 | loss: 0.0312354 | val_loss: 0.0312357 | Time: 1697.13 ms [2021-05-11 15:21:50 main:574] : INFO : Epoch 1786 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 1708.19 ms [2021-05-11 15:21:52 main:574] : INFO : Epoch 1787 | loss: 0.0312342 | val_loss: 0.0312346 | Time: 1698.3 ms [2021-05-11 15:21:53 main:574] : INFO : Epoch 1788 | loss: 0.0312336 | val_loss: 0.0312341 | Time: 1706.04 ms [2021-05-11 15:21:55 main:574] : INFO : Epoch 1789 | loss: 0.0312331 | val_loss: 0.0312338 | Time: 1675.18 ms [2021-05-11 15:21:57 main:574] : INFO : Epoch 1790 | loss: 0.0312326 | val_loss: 0.031233 | Time: 1732.27 ms [2021-05-11 15:21:59 main:574] : INFO : Epoch 1791 | loss: 0.031232 | val_loss: 0.0312328 | Time: 1704.95 ms [2021-05-11 15:22:00 main:574] : INFO : Epoch 1792 | loss: 0.0312315 | val_loss: 0.0312321 | Time: 1744.14 ms [2021-05-11 15:22:02 main:574] : INFO : Epoch 1793 | loss: 0.0312311 | val_loss: 0.0312316 | Time: 1706.39 ms [2021-05-11 15:22:04 main:574] : INFO : Epoch 1794 | loss: 0.0312306 | val_loss: 0.031231 | Time: 1675.18 ms [2021-05-11 15:22:06 main:574] : INFO : Epoch 1795 | loss: 0.0312297 | val_loss: 0.0312303 | Time: 1676.51 ms [2021-05-11 15:22:07 main:574] : INFO : Epoch 1796 | loss: 0.031229 | val_loss: 0.0312294 | Time: 1689.26 ms [2021-05-11 15:22:09 main:574] : INFO : Epoch 1797 | loss: 0.031228 | val_loss: 0.0312283 | Time: 1720.35 ms [2021-05-11 15:22:11 main:574] : INFO : Epoch 1798 | loss: 0.0312267 | val_loss: 0.0312271 | Time: 1722.3 ms [2021-05-11 15:22:13 main:574] : INFO : Epoch 1799 | loss: 0.0312258 | val_loss: 0.0312264 | Time: 1732.24 ms [2021-05-11 15:22:14 main:574] : INFO : Epoch 1800 | loss: 0.0312248 | val_loss: 0.0312252 | Time: 1682.78 ms [2021-05-11 15:22:16 main:574] : INFO : Epoch 1801 | loss: 0.0312237 | val_loss: 0.0312238 | Time: 1724.33 ms [2021-05-11 15:22:18 main:574] : INFO : Epoch 1802 | loss: 0.0312231 | val_loss: 0.0312233 | Time: 1717.87 ms [2021-05-11 15:22:20 main:574] : INFO : Epoch 1803 | loss: 0.0312223 | val_loss: 0.0312227 | Time: 1724.77 ms [2021-05-11 15:22:21 main:574] : INFO : Epoch 1804 | loss: 0.0312219 | val_loss: 0.0312223 | Time: 1724.75 ms [2021-05-11 15:22:23 main:574] : INFO : Epoch 1805 | loss: 0.0312213 | val_loss: 0.031222 | Time: 1741.84 ms [2021-05-11 15:22:25 main:574] : INFO : Epoch 1806 | loss: 0.0312211 | val_loss: 0.0312215 | Time: 1678.78 ms [2021-05-11 15:22:27 main:574] : INFO : Epoch 1807 | loss: 0.0312207 | val_loss: 0.0312212 | Time: 1717.2 ms [2021-05-11 15:22:28 main:574] : INFO : Epoch 1808 | loss: 0.0312205 | val_loss: 0.0312212 | Time: 1712.37 ms [2021-05-11 15:22:30 main:574] : INFO : Epoch 1809 | loss: 0.0312201 | val_loss: 0.0312207 | Time: 1687.1 ms [2021-05-11 15:22:32 main:574] : INFO : Epoch 1810 | loss: 0.0312199 | val_loss: 0.0312204 | Time: 1692.1 ms [2021-05-11 15:22:34 main:574] : INFO : Epoch 1811 | loss: 0.0312198 | val_loss: 0.0312206 | Time: 1689.74 ms [2021-05-11 15:22:35 main:574] : INFO : Epoch 1812 | loss: 0.0312194 | val_loss: 0.0312201 | Time: 1670.25 ms [2021-05-11 15:22:37 main:574] : INFO : Epoch 1813 | loss: 0.0312193 | val_loss: 0.0312212 | Time: 1713.43 ms [2021-05-11 15:22:39 main:574] : INFO : Epoch 1814 | loss: 0.0312195 | val_loss: 0.0312196 | Time: 1690.99 ms [2021-05-11 15:22:41 main:574] : INFO : Epoch 1815 | loss: 0.031219 | val_loss: 0.0312195 | Time: 1689.18 ms [2021-05-11 15:22:42 main:574] : INFO : Epoch 1816 | loss: 0.0312189 | val_loss: 0.0312194 | Time: 1697.13 ms [2021-05-11 15:22:44 main:574] : INFO : Epoch 1817 | loss: 0.0312189 | val_loss: 0.0312203 | Time: 1688.67 ms [2021-05-11 15:22:46 main:574] : INFO : Epoch 1818 | loss: 0.0312191 | val_loss: 0.0312193 | Time: 1684.87 ms [2021-05-11 15:22:48 main:574] : INFO : Epoch 1819 | loss: 0.0312187 | val_loss: 0.0312194 | Time: 1695.2 ms [2021-05-11 15:22:49 main:574] : INFO : Epoch 1820 | loss: 0.0312185 | val_loss: 0.0312191 | Time: 1707.74 ms [2021-05-11 15:22:51 main:574] : INFO : Epoch 1821 | loss: 0.0312187 | val_loss: 0.03122 | Time: 1697.13 ms [2021-05-11 15:22:53 main:574] : INFO : Epoch 1822 | loss: 0.0312187 | val_loss: 0.031219 | Time: 1717.5 ms [2021-05-11 15:22:55 main:574] : INFO : Epoch 1823 | loss: 0.0312182 | val_loss: 0.0312195 | Time: 1656.83 ms [2021-05-11 15:22:56 main:574] : INFO : Epoch 1824 | loss: 0.0312185 | val_loss: 0.0312189 | Time: 1715.51 ms [2021-05-11 15:22:58 main:574] : INFO : Epoch 1825 | loss: 0.0312187 | val_loss: 0.0312196 | Time: 1710.36 ms [2021-05-11 15:23:00 main:574] : INFO : Epoch 1826 | loss: 0.0312184 | val_loss: 0.031219 | Time: 1700.61 ms [2021-05-11 15:23:02 main:574] : INFO : Epoch 1827 | loss: 0.0312189 | val_loss: 0.0312195 | Time: 1719.24 ms [2021-05-11 15:23:03 main:574] : INFO : Epoch 1828 | loss: 0.0312185 | val_loss: 0.0312188 | Time: 1714.88 ms [2021-05-11 15:23:05 main:574] : INFO : Epoch 1829 | loss: 0.031218 | val_loss: 0.0312187 | Time: 1676.62 ms [2021-05-11 15:23:07 main:574] : INFO : Epoch 1830 | loss: 0.0312181 | val_loss: 0.0312187 | Time: 1703.67 ms [2021-05-11 15:23:09 main:574] : INFO : Epoch 1831 | loss: 0.0312186 | val_loss: 0.0312191 | Time: 1722.44 ms [2021-05-11 15:23:10 main:574] : INFO : Epoch 1832 | loss: 0.0312182 | val_loss: 0.0312185 | Time: 1705.46 ms [2021-05-11 15:23:12 main:574] : INFO : Epoch 1833 | loss: 0.031218 | val_loss: 0.0312186 | Time: 1716.23 ms [2021-05-11 15:23:14 main:574] : INFO : Epoch 1834 | loss: 0.0312179 | val_loss: 0.0312187 | Time: 1699.62 ms [2021-05-11 15:23:16 main:574] : INFO : Epoch 1835 | loss: 0.0312183 | val_loss: 0.0312185 | Time: 1678.87 ms [2021-05-11 15:23:17 main:574] : INFO : Epoch 1836 | loss: 0.0312177 | val_loss: 0.0312193 | Time: 1693.31 ms [2021-05-11 15:23:19 main:574] : INFO : Epoch 1837 | loss: 0.0312181 | val_loss: 0.0312185 | Time: 1701.46 ms [2021-05-11 15:23:21 main:574] : INFO : Epoch 1838 | loss: 0.0312178 | val_loss: 0.031218 | Time: 1698.77 ms [2021-05-11 15:23:23 main:574] : INFO : Epoch 1839 | loss: 0.0312176 | val_loss: 0.031218 | Time: 1703.17 ms [2021-05-11 15:23:24 main:574] : INFO : Epoch 1840 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 1685.56 ms [2021-05-11 15:23:26 main:574] : INFO : Epoch 1841 | loss: 0.0312178 | val_loss: 0.0312181 | Time: 1677.21 ms [2021-05-11 15:23:28 main:574] : INFO : Epoch 1842 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 1694.66 ms [2021-05-11 15:23:29 main:574] : INFO : Epoch 1843 | loss: 0.0312175 | val_loss: 0.031218 | Time: 1686.97 ms [2021-05-11 15:23:31 main:574] : INFO : Epoch 1844 | loss: 0.0312175 | val_loss: 0.0312176 | Time: 1694.8 ms [2021-05-11 15:23:33 main:574] : INFO : Epoch 1845 | loss: 0.0312173 | val_loss: 0.0312179 | Time: 1735 ms [2021-05-11 15:23:35 main:574] : INFO : Epoch 1846 | loss: 0.0312176 | val_loss: 0.0312178 | Time: 1657.82 ms [2021-05-11 15:23:36 main:574] : INFO : Epoch 1847 | loss: 0.0312172 | val_loss: 0.0312179 | Time: 1685.16 ms [2021-05-11 15:23:38 main:574] : INFO : Epoch 1848 | loss: 0.0312175 | val_loss: 0.0312174 | Time: 1704.91 ms [2021-05-11 15:23:40 main:574] : INFO : Epoch 1849 | loss: 0.0312175 | val_loss: 0.0312173 | Time: 1706.44 ms [2021-05-11 15:23:42 main:574] : INFO : Epoch 1850 | loss: 0.0312175 | val_loss: 0.0312173 | Time: 1693.86 ms [2021-05-11 15:23:43 main:574] : INFO : Epoch 1851 | loss: 0.0312174 | val_loss: 0.0312176 | Time: 1694.14 ms [2021-05-11 15:23:45 main:574] : INFO : Epoch 1852 | loss: 0.0312186 | val_loss: 0.0312179 | Time: 1663.37 ms [2021-05-11 15:23:47 main:574] : INFO : Epoch 1853 | loss: 0.0312168 | val_loss: 0.0312175 | Time: 1697.4 ms [2021-05-11 15:23:49 main:574] : INFO : Epoch 1854 | loss: 0.0312165 | val_loss: 0.0312168 | Time: 1702.61 ms [2021-05-11 15:23:50 main:574] : INFO : Epoch 1855 | loss: 0.0312164 | val_loss: 0.0312166 | Time: 1692.27 ms [2021-05-11 15:23:52 main:574] : INFO : Epoch 1856 | loss: 0.0312163 | val_loss: 0.0312179 | Time: 1686.94 ms [2021-05-11 15:23:54 main:574] : INFO : Epoch 1857 | loss: 0.031217 | val_loss: 0.0312165 | Time: 1700.18 ms [2021-05-11 15:23:56 main:574] : INFO : Epoch 1858 | loss: 0.0312165 | val_loss: 0.0312172 | Time: 1679.89 ms [2021-05-11 15:23:57 main:574] : INFO : Epoch 1859 | loss: 0.0312168 | val_loss: 0.0312164 | Time: 1695.03 ms [2021-05-11 15:23:59 main:574] : INFO : Epoch 1860 | loss: 0.031216 | val_loss: 0.0312163 | Time: 1735.83 ms [2021-05-11 15:24:01 main:574] : INFO : Epoch 1861 | loss: 0.0312161 | val_loss: 0.0312171 | Time: 1689.31 ms [2021-05-11 15:24:03 main:574] : INFO : Epoch 1862 | loss: 0.0312159 | val_loss: 0.0312169 | Time: 1724.48 ms [2021-05-11 15:24:04 main:574] : INFO : Epoch 1863 | loss: 0.0312168 | val_loss: 0.0312172 | Time: 1684.02 ms [2021-05-11 15:24:06 main:574] : INFO : Epoch 1864 | loss: 0.0312163 | val_loss: 0.0312162 | Time: 1695.16 ms [2021-05-11 15:24:08 main:574] : INFO : Epoch 1865 | loss: 0.0312168 | val_loss: 0.0312178 | Time: 1725.34 ms [2021-05-11 15:24:10 main:574] : INFO : Epoch 1866 | loss: 0.0312163 | val_loss: 0.0312163 | Time: 1713.87 ms [2021-05-11 15:24:11 main:574] : INFO : Epoch 1867 | loss: 0.0312159 | val_loss: 0.0312167 | Time: 1693.93 ms [2021-05-11 15:24:13 main:574] : INFO : Epoch 1868 | loss: 0.0312165 | val_loss: 0.0312159 | Time: 1694.3 ms [2021-05-11 15:24:15 main:574] : INFO : Epoch 1869 | loss: 0.031216 | val_loss: 0.0312157 | Time: 1661.56 ms [2021-05-11 15:24:16 main:574] : INFO : Epoch 1870 | loss: 0.0312154 | val_loss: 0.0312156 | Time: 1687.87 ms [2021-05-11 15:24:18 main:574] : INFO : Epoch 1871 | loss: 0.0312153 | val_loss: 0.0312155 | Time: 1714.22 ms [2021-05-11 15:24:20 main:574] : INFO : Epoch 1872 | loss: 0.0312154 | val_loss: 0.0312157 | Time: 1677.05 ms [2021-05-11 15:24:22 main:574] : INFO : Epoch 1873 | loss: 0.0312155 | val_loss: 0.0312152 | Time: 1733.29 ms [2021-05-11 15:24:23 main:574] : INFO : Epoch 1874 | loss: 0.0312154 | val_loss: 0.0312163 | Time: 1703.06 ms [2021-05-11 15:24:25 main:574] : INFO : Epoch 1875 | loss: 0.0312151 | val_loss: 0.0312152 | Time: 1673.44 ms [2021-05-11 15:24:27 main:574] : INFO : Epoch 1876 | loss: 0.0312147 | val_loss: 0.0312149 | Time: 1705.33 ms [2021-05-11 15:24:29 main:574] : INFO : Epoch 1877 | loss: 0.0312151 | val_loss: 0.0312152 | Time: 1722.69 ms [2021-05-11 15:24:30 main:574] : INFO : Epoch 1878 | loss: 0.0312154 | val_loss: 0.0312164 | Time: 1734.27 ms [2021-05-11 15:24:32 main:574] : INFO : Epoch 1879 | loss: 0.031215 | val_loss: 0.0312152 | Time: 1706.97 ms [2021-05-11 15:24:34 main:574] : INFO : Epoch 1880 | loss: 0.0312145 | val_loss: 0.0312145 | Time: 1694.71 ms [2021-05-11 15:24:36 main:574] : INFO : Epoch 1881 | loss: 0.0312147 | val_loss: 0.0312157 | Time: 1683.84 ms [2021-05-11 15:24:37 main:574] : INFO : Epoch 1882 | loss: 0.0312148 | val_loss: 0.0312149 | Time: 1726.08 ms [2021-05-11 15:24:39 main:574] : INFO : Epoch 1883 | loss: 0.0312141 | val_loss: 0.0312146 | Time: 1706.27 ms [2021-05-11 15:24:41 main:574] : INFO : Epoch 1884 | loss: 0.031214 | val_loss: 0.031215 | Time: 1692.37 ms [2021-05-11 15:24:43 main:574] : INFO : Epoch 1885 | loss: 0.0312143 | val_loss: 0.0312151 | Time: 1701.28 ms [2021-05-11 15:24:44 main:574] : INFO : Epoch 1886 | loss: 0.0312143 | val_loss: 0.0312145 | Time: 1669.48 ms [2021-05-11 15:24:46 main:574] : INFO : Epoch 1887 | loss: 0.0312137 | val_loss: 0.0312144 | Time: 1689.19 ms [2021-05-11 15:24:48 main:574] : INFO : Epoch 1888 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 1703.57 ms [2021-05-11 15:24:50 main:574] : INFO : Epoch 1889 | loss: 0.0312132 | val_loss: 0.0312134 | Time: 1680.75 ms [2021-05-11 15:24:51 main:574] : INFO : Epoch 1890 | loss: 0.0312136 | val_loss: 0.0312135 | Time: 1712.74 ms [2021-05-11 15:24:53 main:574] : INFO : Epoch 1891 | loss: 0.031213 | val_loss: 0.0312127 | Time: 1698.33 ms [2021-05-11 15:24:55 main:574] : INFO : Epoch 1892 | loss: 0.0312125 | val_loss: 0.0312125 | Time: 1661.51 ms [2021-05-11 15:24:57 main:574] : INFO : Epoch 1893 | loss: 0.0312123 | val_loss: 0.0312136 | Time: 1705.81 ms [2021-05-11 15:24:58 main:574] : INFO : Epoch 1894 | loss: 0.0312124 | val_loss: 0.0312124 | Time: 1705.22 ms [2021-05-11 15:25:00 main:574] : INFO : Epoch 1895 | loss: 0.0312118 | val_loss: 0.0312115 | Time: 1720.94 ms [2021-05-11 15:25:02 main:574] : INFO : Epoch 1896 | loss: 0.031211 | val_loss: 0.0312107 | Time: 1732.05 ms [2021-05-11 15:25:04 main:574] : INFO : Epoch 1897 | loss: 0.0312109 | val_loss: 0.0312112 | Time: 1721.73 ms [2021-05-11 15:25:05 main:574] : INFO : Epoch 1898 | loss: 0.0312119 | val_loss: 0.0312106 | Time: 1677.28 ms [2021-05-11 15:25:07 main:574] : INFO : Epoch 1899 | loss: 0.0312107 | val_loss: 0.0312104 | Time: 1681.31 ms [2021-05-11 15:25:09 main:574] : INFO : Epoch 1900 | loss: 0.0312111 | val_loss: 0.0312127 | Time: 1684.67 ms [2021-05-11 15:25:11 main:574] : INFO : Epoch 1901 | loss: 0.0312121 | val_loss: 0.0312106 | Time: 1737.35 ms [2021-05-11 15:25:12 main:574] : INFO : Epoch 1902 | loss: 0.0312113 | val_loss: 0.0312096 | Time: 1703.83 ms [2021-05-11 15:25:14 main:574] : INFO : Epoch 1903 | loss: 0.0312105 | val_loss: 0.0312121 | Time: 1684.02 ms [2021-05-11 15:25:16 main:574] : INFO : Epoch 1904 | loss: 0.0312103 | val_loss: 0.0312102 | Time: 1687.55 ms [2021-05-11 15:25:18 main:574] : INFO : Epoch 1905 | loss: 0.0312124 | val_loss: 0.0312125 | Time: 1705.33 ms [2021-05-11 15:25:19 main:574] : INFO : Epoch 1906 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 1698.04 ms [2021-05-11 15:25:21 main:574] : INFO : Epoch 1907 | loss: 0.0312096 | val_loss: 0.0312091 | Time: 1694.32 ms [2021-05-11 15:25:23 main:574] : INFO : Epoch 1908 | loss: 0.0312099 | val_loss: 0.0312092 | Time: 1706.73 ms [2021-05-11 15:25:24 main:574] : INFO : Epoch 1909 | loss: 0.0312095 | val_loss: 0.0312091 | Time: 1666.1 ms [2021-05-11 15:25:26 main:574] : INFO : Epoch 1910 | loss: 0.0312087 | val_loss: 0.031209 | Time: 1691.99 ms [2021-05-11 15:25:28 main:574] : INFO : Epoch 1911 | loss: 0.031209 | val_loss: 0.0312088 | Time: 1707.47 ms [2021-05-11 15:25:30 main:574] : INFO : Epoch 1912 | loss: 0.0312089 | val_loss: 0.0312088 | Time: 1720.65 ms [2021-05-11 15:25:31 main:574] : INFO : Epoch 1913 | loss: 0.0312086 | val_loss: 0.0312091 | Time: 1726.08 ms [2021-05-11 15:25:33 main:574] : INFO : Epoch 1914 | loss: 0.031209 | val_loss: 0.0312119 | Time: 1688.2 ms [2021-05-11 15:25:35 main:574] : INFO : Epoch 1915 | loss: 0.0312099 | val_loss: 0.0312088 | Time: 1665.56 ms [2021-05-11 15:25:37 main:574] : INFO : Epoch 1916 | loss: 0.0312084 | val_loss: 0.0312089 | Time: 1702.65 ms [2021-05-11 15:25:38 main:574] : INFO : Epoch 1917 | loss: 0.0312089 | val_loss: 0.0312086 | Time: 1691.75 ms [2021-05-11 15:25:40 main:574] : INFO : Epoch 1918 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 1727.1 ms [2021-05-11 15:25:42 main:574] : INFO : Epoch 1919 | loss: 0.0312098 | val_loss: 0.0312088 | Time: 1702.73 ms [2021-05-11 15:25:44 main:574] : INFO : Epoch 1920 | loss: 0.0312088 | val_loss: 0.0312095 | Time: 1700.45 ms [2021-05-11 15:25:45 main:574] : INFO : Epoch 1921 | loss: 0.0312084 | val_loss: 0.0312086 | Time: 1680.8 ms [2021-05-11 15:25:47 main:574] : INFO : Epoch 1922 | loss: 0.0312073 | val_loss: 0.03121 | Time: 1718.59 ms [2021-05-11 15:25:49 main:574] : INFO : Epoch 1923 | loss: 0.0312077 | val_loss: 0.0312079 | Time: 1699.1 ms [2021-05-11 15:25:51 main:574] : INFO : Epoch 1924 | loss: 0.0312079 | val_loss: 0.0312121 | Time: 1724.36 ms [2021-05-11 15:25:52 main:574] : INFO : Epoch 1925 | loss: 0.0312068 | val_loss: 0.0312078 | Time: 1700.44 ms [2021-05-11 15:25:54 main:574] : INFO : Epoch 1926 | loss: 0.0312071 | val_loss: 0.0312078 | Time: 1688.06 ms [2021-05-11 15:25:56 main:574] : INFO : Epoch 1927 | loss: 0.0312069 | val_loss: 0.0312097 | Time: 1705.24 ms [2021-05-11 15:25:58 main:574] : INFO : Epoch 1928 | loss: 0.0312069 | val_loss: 0.0312134 | Time: 1707.68 ms [2021-05-11 15:25:59 main:574] : INFO : Epoch 1929 | loss: 0.031207 | val_loss: 0.0312074 | Time: 1718.37 ms [2021-05-11 15:26:01 main:574] : INFO : Epoch 1930 | loss: 0.031206 | val_loss: 0.0312086 | Time: 1684.1 ms [2021-05-11 15:26:03 main:574] : INFO : Epoch 1931 | loss: 0.0312055 | val_loss: 0.0312083 | Time: 1696.73 ms [2021-05-11 15:26:05 main:574] : INFO : Epoch 1932 | loss: 0.0312061 | val_loss: 0.0312072 | Time: 1665.92 ms [2021-05-11 15:26:06 main:574] : INFO : Epoch 1933 | loss: 0.0312057 | val_loss: 0.031207 | Time: 1692.52 ms [2021-05-11 15:26:08 main:574] : INFO : Epoch 1934 | loss: 0.0312058 | val_loss: 0.0312076 | Time: 1694.32 ms [2021-05-11 15:26:10 main:574] : INFO : Epoch 1935 | loss: 0.0312013 | val_loss: 0.031202 | Time: 1700.51 ms [2021-05-11 15:26:11 main:574] : INFO : Epoch 1936 | loss: 0.0311984 | val_loss: 0.0312009 | Time: 1693.18 ms [2021-05-11 15:26:13 main:574] : INFO : Epoch 1937 | loss: 0.0311977 | val_loss: 0.0311991 | Time: 1710.16 ms [2021-05-11 15:26:15 main:574] : INFO : Epoch 1938 | loss: 0.0311972 | val_loss: 0.0311981 | Time: 1669.14 ms [2021-05-11 15:26:17 main:574] : INFO : Epoch 1939 | loss: 0.0311965 | val_loss: 0.031199 | Time: 1681.68 ms [2021-05-11 15:26:18 main:574] : INFO : Epoch 1940 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 1715.85 ms [2021-05-11 15:26:20 main:574] : INFO : Epoch 1941 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 1693.31 ms [2021-05-11 15:26:22 main:574] : INFO : Epoch 1942 | loss: 0.031194 | val_loss: 0.0311985 | Time: 1707.36 ms [2021-05-11 15:26:24 main:574] : INFO : Epoch 1943 | loss: 0.0311944 | val_loss: 0.0311972 | Time: 1699.3 ms [2021-05-11 15:26:25 main:574] : INFO : Epoch 1944 | loss: 0.0311948 | val_loss: 0.0312012 | Time: 1655.35 ms [2021-05-11 15:26:27 main:574] : INFO : Epoch 1945 | loss: 0.0311955 | val_loss: 0.0311959 | Time: 1719.04 ms [2021-05-11 15:26:29 main:574] : INFO : Epoch 1946 | loss: 0.0311934 | val_loss: 0.0311951 | Time: 1714.38 ms [2021-05-11 15:26:31 main:574] : INFO : Epoch 1947 | loss: 0.031193 | val_loss: 0.0311965 | Time: 1717.35 ms [2021-05-11 15:26:32 main:574] : INFO : Epoch 1948 | loss: 0.0311934 | val_loss: 0.0311959 | Time: 1695.24 ms [2021-05-11 15:26:34 main:574] : INFO : Epoch 1949 | loss: 0.0311926 | val_loss: 0.0311959 | Time: 1661.04 ms [2021-05-11 15:26:36 main:574] : INFO : Epoch 1950 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 1695.04 ms [2021-05-11 15:26:38 main:574] : INFO : Epoch 1951 | loss: 0.0311926 | val_loss: 0.031195 | Time: 1710.29 ms [2021-05-11 15:26:39 main:574] : INFO : Epoch 1952 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 1704.54 ms [2021-05-11 15:26:41 main:574] : INFO : Epoch 1953 | loss: 0.0311914 | val_loss: 0.031196 | Time: 1706.15 ms [2021-05-11 15:26:43 main:574] : INFO : Epoch 1954 | loss: 0.0311917 | val_loss: 0.031196 | Time: 1703.49 ms [2021-05-11 15:26:45 main:574] : INFO : Epoch 1955 | loss: 0.0311926 | val_loss: 0.0311959 | Time: 1676.29 ms [2021-05-11 15:26:46 main:574] : INFO : Epoch 1956 | loss: 0.0311921 | val_loss: 0.0311958 | Time: 1697.97 ms [2021-05-11 15:26:48 main:574] : INFO : Epoch 1957 | loss: 0.0311914 | val_loss: 0.031196 | Time: 1698.93 ms [2021-05-11 15:26:50 main:574] : INFO : Epoch 1958 | loss: 0.0311914 | val_loss: 0.031197 | Time: 1707.77 ms [2021-05-11 15:26:51 main:574] : INFO : Epoch 1959 | loss: 0.0311919 | val_loss: 0.0311988 | Time: 1701.92 ms [2021-05-11 15:26:53 main:574] : INFO : Epoch 1960 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 1685.79 ms [2021-05-11 15:26:55 main:574] : INFO : Epoch 1961 | loss: 0.031191 | val_loss: 0.0311944 | Time: 1673.72 ms [2021-05-11 15:26:57 main:574] : INFO : Epoch 1962 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 1695.34 ms [2021-05-11 15:26:58 main:574] : INFO : Epoch 1963 | loss: 0.0311908 | val_loss: 0.0311961 | Time: 1716.39 ms [2021-05-11 15:27:00 main:574] : INFO : Epoch 1964 | loss: 0.0311911 | val_loss: 0.0311957 | Time: 1726.87 ms [2021-05-11 15:27:02 main:574] : INFO : Epoch 1965 | loss: 0.0311914 | val_loss: 0.031198 | Time: 1689.21 ms [2021-05-11 15:27:04 main:574] : INFO : Epoch 1966 | loss: 0.0311911 | val_loss: 0.0311949 | Time: 1689.64 ms [2021-05-11 15:27:05 main:574] : INFO : Epoch 1967 | loss: 0.0311912 | val_loss: 0.0311959 | Time: 1655.45 ms [2021-05-11 15:27:07 main:574] : INFO : Epoch 1968 | loss: 0.0311898 | val_loss: 0.031196 | Time: 1687.33 ms [2021-05-11 15:27:09 main:574] : INFO : Epoch 1969 | loss: 0.0311913 | val_loss: 0.0311951 | Time: 1694.42 ms [2021-05-11 15:27:11 main:574] : INFO : Epoch 1970 | loss: 0.0311912 | val_loss: 0.0311957 | Time: 1697.52 ms [2021-05-11 15:27:12 main:574] : INFO : Epoch 1971 | loss: 0.0311908 | val_loss: 0.0311955 | Time: 1711.8 ms [2021-05-11 15:27:14 main:574] : INFO : Epoch 1972 | loss: 0.031191 | val_loss: 0.0311982 | Time: 1686.12 ms [2021-05-11 15:27:16 main:574] : INFO : Epoch 1973 | loss: 0.0311908 | val_loss: 0.0311948 | Time: 1692.43 ms [2021-05-11 15:27:18 main:574] : INFO : Epoch 1974 | loss: 0.0311902 | val_loss: 0.0311941 | Time: 1724.51 ms [2021-05-11 15:27:19 main:574] : INFO : Epoch 1975 | loss: 0.0311908 | val_loss: 0.0311949 | Time: 1727.54 ms [2021-05-11 15:27:21 main:574] : INFO : Epoch 1976 | loss: 0.0311899 | val_loss: 0.0311944 | Time: 1716.16 ms [2021-05-11 15:27:23 main:574] : INFO : Epoch 1977 | loss: 0.0311896 | val_loss: 0.031195 | Time: 1692 ms [2021-05-11 15:27:25 main:574] : INFO : Epoch 1978 | loss: 0.0311893 | val_loss: 0.0311991 | Time: 1661.68 ms [2021-05-11 15:27:26 main:574] : INFO : Epoch 1979 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 1719.11 ms [2021-05-11 15:27:28 main:574] : INFO : Epoch 1980 | loss: 0.0311904 | val_loss: 0.0311944 | Time: 1713.67 ms [2021-05-11 15:27:30 main:574] : INFO : Epoch 1981 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 1719.91 ms [2021-05-11 15:27:32 main:574] : INFO : Epoch 1982 | loss: 0.0311886 | val_loss: 0.0311943 | Time: 1692.66 ms [2021-05-11 15:27:33 main:574] : INFO : Epoch 1983 | loss: 0.0311889 | val_loss: 0.031192 | Time: 1691.6 ms [2021-05-11 15:27:35 main:574] : INFO : Epoch 1984 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 1667.95 ms [2021-05-11 15:27:37 main:574] : INFO : Epoch 1985 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 1693.15 ms [2021-05-11 15:27:39 main:574] : INFO : Epoch 1986 | loss: 0.0311881 | val_loss: 0.0311925 | Time: 1716.19 ms [2021-05-11 15:27:40 main:574] : INFO : Epoch 1987 | loss: 0.0311886 | val_loss: 0.0311923 | Time: 1683.42 ms [2021-05-11 15:27:42 main:574] : INFO : Epoch 1988 | loss: 0.0311894 | val_loss: 0.0312017 | Time: 1692.66 ms [2021-05-11 15:27:44 main:574] : INFO : Epoch 1989 | loss: 0.0311895 | val_loss: 0.0311906 | Time: 1708.24 ms [2021-05-11 15:27:45 main:574] : INFO : Epoch 1990 | loss: 0.0311908 | val_loss: 0.0311976 | Time: 1685.87 ms [2021-05-11 15:27:47 main:574] : INFO : Epoch 1991 | loss: 0.0311884 | val_loss: 0.0311918 | Time: 1709.44 ms [2021-05-11 15:27:49 main:574] : INFO : Epoch 1992 | loss: 0.0311875 | val_loss: 0.0311998 | Time: 1739.28 ms [2021-05-11 15:27:51 main:574] : INFO : Epoch 1993 | loss: 0.0311889 | val_loss: 0.0311906 | Time: 1687.09 ms [2021-05-11 15:27:52 main:574] : INFO : Epoch 1994 | loss: 0.0311882 | val_loss: 0.0311921 | Time: 1721.52 ms [2021-05-11 15:27:54 main:574] : INFO : Epoch 1995 | loss: 0.0311888 | val_loss: 0.0311915 | Time: 1668.03 ms [2021-05-11 15:27:56 main:574] : INFO : Epoch 1996 | loss: 0.0311862 | val_loss: 0.0311904 | Time: 1680.97 ms [2021-05-11 15:27:58 main:574] : INFO : Epoch 1997 | loss: 0.0311857 | val_loss: 0.0311896 | Time: 1710.8 ms [2021-05-11 15:27:59 main:574] : INFO : Epoch 1998 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 1694.68 ms [2021-05-11 15:28:01 main:574] : INFO : Epoch 1999 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 1724.61 ms [2021-05-11 15:28:03 main:574] : INFO : Epoch 2000 | loss: 0.0311842 | val_loss: 0.0311928 | Time: 1710.24 ms [2021-05-11 15:28:05 main:574] : INFO : Epoch 2001 | loss: 0.0311856 | val_loss: 0.0311878 | Time: 1671.32 ms [2021-05-11 15:28:06 main:574] : INFO : Epoch 2002 | loss: 0.0311825 | val_loss: 0.0311889 | Time: 1692.35 ms [2021-05-11 15:28:08 main:574] : INFO : Epoch 2003 | loss: 0.0311825 | val_loss: 0.031189 | Time: 1685.62 ms [2021-05-11 15:28:10 main:574] : INFO : Epoch 2004 | loss: 0.0311821 | val_loss: 0.0311885 | Time: 1688.83 ms [2021-05-11 15:28:12 main:574] : INFO : Epoch 2005 | loss: 0.0311825 | val_loss: 0.0311867 | Time: 1698.45 ms [2021-05-11 15:28:13 main:574] : INFO : Epoch 2006 | loss: 0.0311811 | val_loss: 0.0311869 | Time: 1690.93 ms [2021-05-11 15:28:15 main:574] : INFO : Epoch 2007 | loss: 0.0311802 | val_loss: 0.0311882 | Time: 1673.04 ms [2021-05-11 15:28:17 main:574] : INFO : Epoch 2008 | loss: 0.0311839 | val_loss: 0.0311964 | Time: 1698.74 ms [2021-05-11 15:28:19 main:574] : INFO : Epoch 2009 | loss: 0.0311817 | val_loss: 0.0311885 | Time: 1695.85 ms [2021-05-11 15:28:20 main:574] : INFO : Epoch 2010 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1685.81 ms [2021-05-11 15:28:22 main:574] : INFO : Epoch 2011 | loss: 0.031179 | val_loss: 0.0311849 | Time: 1680.72 ms [2021-05-11 15:28:24 main:574] : INFO : Epoch 2012 | loss: 0.03118 | val_loss: 0.0311864 | Time: 1693.22 ms [2021-05-11 15:28:25 main:574] : INFO : Epoch 2013 | loss: 0.0311794 | val_loss: 0.0311897 | Time: 1678.12 ms [2021-05-11 15:28:27 main:574] : INFO : Epoch 2014 | loss: 0.0311798 | val_loss: 0.031185 | Time: 1688.99 ms [2021-05-11 15:28:29 main:574] : INFO : Epoch 2015 | loss: 0.0311779 | val_loss: 0.0311867 | Time: 1708.94 ms [2021-05-11 15:28:31 main:574] : INFO : Epoch 2016 | loss: 0.0311811 | val_loss: 0.031187 | Time: 1691.9 ms [2021-05-11 15:28:32 main:574] : INFO : Epoch 2017 | loss: 0.0311869 | val_loss: 0.0311924 | Time: 1737.34 ms [2021-05-11 15:28:34 main:574] : INFO : Epoch 2018 | loss: 0.0311797 | val_loss: 0.0311859 | Time: 1680.33 ms [2021-05-11 15:28:36 main:574] : INFO : Epoch 2019 | loss: 0.0311782 | val_loss: 0.0311844 | Time: 1678.04 ms [2021-05-11 15:28:38 main:574] : INFO : Epoch 2020 | loss: 0.0311779 | val_loss: 0.0311859 | Time: 1719.35 ms [2021-05-11 15:28:39 main:574] : INFO : Epoch 2021 | loss: 0.0311796 | val_loss: 0.031184 | Time: 1722.31 ms [2021-05-11 15:28:41 main:574] : INFO : Epoch 2022 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 1708.92 ms [2021-05-11 15:28:43 main:574] : INFO : Epoch 2023 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 1696.42 ms [2021-05-11 15:28:45 main:574] : INFO : Epoch 2024 | loss: 0.031179 | val_loss: 0.0311816 | Time: 1667.08 ms [2021-05-11 15:28:46 main:574] : INFO : Epoch 2025 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 1737.14 ms [2021-05-11 15:28:48 main:574] : INFO : Epoch 2026 | loss: 0.0311797 | val_loss: 0.0311948 | Time: 1693.78 ms [2021-05-11 15:28:50 main:574] : INFO : Epoch 2027 | loss: 0.0311831 | val_loss: 0.0312001 | Time: 1710.54 ms [2021-05-11 15:28:52 main:574] : INFO : Epoch 2028 | loss: 0.0311827 | val_loss: 0.0311834 | Time: 1737.48 ms [2021-05-11 15:28:53 main:574] : INFO : Epoch 2029 | loss: 0.0311759 | val_loss: 0.031182 | Time: 1706.56 ms [2021-05-11 15:28:55 main:574] : INFO : Epoch 2030 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 1704.95 ms [2021-05-11 15:28:57 main:574] : INFO : Epoch 2031 | loss: 0.0311765 | val_loss: 0.0311813 | Time: 1705.44 ms [2021-05-11 15:28:59 main:574] : INFO : Epoch 2032 | loss: 0.0311745 | val_loss: 0.0311852 | Time: 1721.34 ms [2021-05-11 15:29:00 main:574] : INFO : Epoch 2033 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 1698.38 ms [2021-05-11 15:29:02 main:574] : INFO : Epoch 2034 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 1666.91 ms [2021-05-11 15:29:04 main:574] : INFO : Epoch 2035 | loss: 0.0311732 | val_loss: 0.0311855 | Time: 1681.94 ms [2021-05-11 15:29:06 main:574] : INFO : Epoch 2036 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 1693.18 ms [2021-05-11 15:29:07 main:574] : INFO : Epoch 2037 | loss: 0.031176 | val_loss: 0.0311842 | Time: 1701.26 ms [2021-05-11 15:29:09 main:574] : INFO : Epoch 2038 | loss: 0.0311739 | val_loss: 0.0311841 | Time: 1707.91 ms [2021-05-11 15:29:11 main:574] : INFO : Epoch 2039 | loss: 0.0311739 | val_loss: 0.0311852 | Time: 1692.26 ms [2021-05-11 15:29:13 main:574] : INFO : Epoch 2040 | loss: 0.0311757 | val_loss: 0.0311835 | Time: 1707.84 ms [2021-05-11 15:29:14 main:574] : INFO : Epoch 2041 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 1660.31 ms [2021-05-11 15:29:16 main:574] : INFO : Epoch 2042 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 1658.44 ms [2021-05-11 15:29:18 main:574] : INFO : Epoch 2043 | loss: 0.0311762 | val_loss: 0.031181 | Time: 1696.77 ms [2021-05-11 15:29:19 main:574] : INFO : Epoch 2044 | loss: 0.0311731 | val_loss: 0.0311871 | Time: 1711.53 ms [2021-05-11 15:29:21 main:574] : INFO : Epoch 2045 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 1724.18 ms [2021-05-11 15:29:23 main:574] : INFO : Epoch 2046 | loss: 0.0311742 | val_loss: 0.0311854 | Time: 1706.26 ms [2021-05-11 15:29:25 main:574] : INFO : Epoch 2047 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 1661.08 ms [2021-05-11 15:29:26 main:574] : INFO : Epoch 2048 | loss: 0.031174 | val_loss: 0.0311831 | Time: 1699.89 ms [2021-05-11 15:29:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311831 [2021-05-11 15:29:27 main:603] : INFO : Saving end state to config to file [2021-05-11 15:29:27 main:608] : INFO : Success, exiting.. 15:29:27 (9360): 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)