Task 7361844
| Name | ParityModified-1631726925-10317-0_0 |
| Workunit | 5038045 |
| Created | 15 Sep 2021, 17:28:49 UTC |
| Sent | 15 Sep 2021, 19:53:02 UTC |
| Report deadline | 23 Sep 2021, 19:53:02 UTC |
| Received | 16 Sep 2021, 2:07:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 58 min 25 sec |
| CPU time | 52 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -15 21:51:50 main:574] : INFO : Epoch 1542 | loss: 0.0309775 | val_loss: 0.0312726 | Time: 1638.95 ms [2021-09-15 21:51:52 main:574] : INFO : Epoch 1543 | loss: 0.0309757 | val_loss: 0.0312765 | Time: 1545.05 ms [2021-09-15 21:51:54 main:574] : INFO : Epoch 1544 | loss: 0.0309768 | val_loss: 0.0312777 | Time: 1559.08 ms [2021-09-15 21:51:55 main:574] : INFO : Epoch 1545 | loss: 0.0309877 | val_loss: 0.0312454 | Time: 1500.99 ms [2021-09-15 21:51:57 main:574] : INFO : Epoch 1546 | loss: 0.0309862 | val_loss: 0.0312625 | Time: 1516.59 ms [2021-09-15 21:51:59 main:574] : INFO : Epoch 1547 | loss: 0.0309861 | val_loss: 0.0312465 | Time: 1549.46 ms [2021-09-15 21:52:00 main:574] : INFO : Epoch 1548 | loss: 0.0309858 | val_loss: 0.0312604 | Time: 1527.4 ms [2021-09-15 21:52:02 main:574] : INFO : Epoch 1549 | loss: 0.0309811 | val_loss: 0.0312729 | Time: 1565.7 ms [2021-09-15 21:52:03 main:574] : INFO : Epoch 1550 | loss: 0.0309716 | val_loss: 0.031282 | Time: 1524.34 ms [2021-09-15 21:52:05 main:574] : INFO : Epoch 1551 | loss: 0.0309722 | val_loss: 0.031292 | Time: 1515.74 ms [2021-09-15 21:52:07 main:574] : INFO : Epoch 1552 | loss: 0.0309814 | val_loss: 0.0312701 | Time: 1537.07 ms [2021-09-15 21:52:08 main:574] : INFO : Epoch 1553 | loss: 0.0309788 | val_loss: 0.0312781 | Time: 1591.45 ms [2021-09-15 21:52:10 main:574] : INFO : Epoch 1554 | loss: 0.0309717 | val_loss: 0.0312627 | Time: 1636.04 ms [2021-09-15 21:52:12 main:574] : INFO : Epoch 1555 | loss: 0.0309702 | val_loss: 0.0312867 | Time: 1639.14 ms [2021-09-15 21:52:14 main:574] : INFO : Epoch 1556 | loss: 0.030974 | val_loss: 0.0312899 | Time: 1565.03 ms [2021-09-15 21:52:15 main:574] : INFO : Epoch 1557 | loss: 0.0309729 | val_loss: 0.0312642 | Time: 1564.3 ms [2021-09-15 21:52:17 main:574] : INFO : Epoch 1558 | loss: 0.0309828 | val_loss: 0.0312703 | Time: 1572.85 ms [2021-09-15 21:52:19 main:574] : INFO : Epoch 1559 | loss: 0.0309791 | val_loss: 0.0312649 | Time: 1630.64 ms [2021-09-15 21:52:20 main:574] : INFO : Epoch 1560 | loss: 0.0309705 | val_loss: 0.0312882 | Time: 1637.18 ms [2021-09-15 21:52:22 main:574] : INFO : Epoch 1561 | loss: 0.03099 | val_loss: 0.0312616 | Time: 1597.11 ms [2021-09-15 21:52:24 main:574] : INFO : Epoch 1562 | loss: 0.0309911 | val_loss: 0.0312671 | Time: 1502.05 ms [2021-09-15 21:52:25 main:574] : INFO : Epoch 1563 | loss: 0.0309884 | val_loss: 0.0312914 | Time: 1513.17 ms [2021-09-15 21:52:27 main:574] : INFO : Epoch 1564 | loss: 0.030989 | val_loss: 0.0312754 | Time: 1552.53 ms [2021-09-15 21:52:29 main:574] : INFO : Epoch 1565 | loss: 0.0309837 | val_loss: 0.0312408 | Time: 1601.94 ms [2021-09-15 21:52:30 main:574] : INFO : Epoch 1566 | loss: 0.0309835 | val_loss: 0.0312847 | Time: 1594.4 ms [2021-09-15 21:52:32 main:574] : INFO : Epoch 1567 | loss: 0.0309747 | val_loss: 0.0312928 | Time: 1488.49 ms [2021-09-15 21:52:33 main:574] : INFO : Epoch 1568 | loss: 0.0309822 | val_loss: 0.0312791 | Time: 1449.79 ms [2021-09-15 21:52:35 main:574] : INFO : Epoch 1569 | loss: 0.0309822 | val_loss: 0.031273 | Time: 1482.47 ms [2021-09-15 21:52:37 main:574] : INFO : Epoch 1570 | loss: 0.0309855 | val_loss: 0.0312891 | Time: 1525.92 ms [2021-09-15 21:52:38 main:574] : INFO : Epoch 1571 | loss: 0.0309807 | val_loss: 0.0312751 | Time: 1503.73 ms [2021-09-15 21:52:40 main:574] : INFO : Epoch 1572 | loss: 0.0309864 | val_loss: 0.0312677 | Time: 1463.91 ms [2021-09-15 21:52:41 main:574] : INFO : Epoch 1573 | loss: 0.030981 | val_loss: 0.0312781 | Time: 1457.56 ms [2021-09-15 21:52:43 main:574] : INFO : Epoch 1574 | loss: 0.0309771 | val_loss: 0.031281 | Time: 1514.04 ms [2021-09-15 21:52:45 main:574] : INFO : Epoch 1575 | loss: 0.0309735 | val_loss: 0.0313161 | Time: 1521.4 ms [2021-09-15 21:52:46 main:574] : INFO : Epoch 1576 | loss: 0.0309795 | val_loss: 0.0312734 | Time: 1522.27 ms [2021-09-15 21:52:48 main:574] : INFO : Epoch 1577 | loss: 0.0309805 | val_loss: 0.0312767 | Time: 1449.17 ms [2021-09-15 21:52:49 main:574] : INFO : Epoch 1578 | loss: 0.0309783 | val_loss: 0.0312733 | Time: 1465.56 ms [2021-09-15 21:52:51 main:574] : INFO : Epoch 1579 | loss: 0.0309741 | val_loss: 0.0312735 | Time: 1480.94 ms [2021-09-15 21:52:53 main:574] : INFO : Epoch 1580 | loss: 0.0309778 | val_loss: 0.0312755 | Time: 1521.33 ms [2021-09-15 21:52:54 main:574] : INFO : Epoch 1581 | loss: 0.030977 | val_loss: 0.0312692 | Time: 1550.67 ms [2021-09-15 21:52:56 main:574] : INFO : Epoch 1582 | loss: 0.0309922 | val_loss: 0.0312512 | Time: 1522.52 ms [2021-09-15 21:52:58 main:574] : INFO : Epoch 1583 | loss: 0.0309811 | val_loss: 0.0312652 | Time: 1451.21 ms [2021-09-15 21:52:59 main:574] : INFO : Epoch 1584 | loss: 0.0309894 | val_loss: 0.0312373 | Time: 1482.66 ms [2021-09-15 21:53:01 main:574] : INFO : Epoch 1585 | loss: 0.0309857 | val_loss: 0.0312416 | Time: 1539.46 ms [2021-09-15 21:53:03 main:574] : INFO : Epoch 1586 | loss: 0.0309857 | val_loss: 0.0312618 | Time: 1530.34 ms [2021-09-15 21:53:04 main:574] : INFO : Epoch 1587 | loss: 0.0309792 | val_loss: 0.0312823 | Time: 1508.42 ms [2021-09-15 21:53:06 main:574] : INFO : Epoch 1588 | loss: 0.0309818 | val_loss: 0.0312713 | Time: 1463.04 ms [2021-09-15 21:53:08 main:574] : INFO : Epoch 1589 | loss: 0.0309721 | val_loss: 0.0312789 | Time: 1473.93 ms [2021-09-15 21:53:09 main:574] : INFO : Epoch 1590 | loss: 0.0309694 | val_loss: 0.0312821 | Time: 1470.4 ms [2021-09-15 21:53:13 main:574] : INFO : Epoch 1591 | loss: 0.0309815 | val_loss: 0.0312791 | Time: 1512.83 ms [2021-09-15 21:53:14 main:574] : INFO : Epoch 1592 | loss: 0.030985 | val_loss: 0.0312502 | Time: 1522.96 ms [2021-09-15 21:53:16 main:574] : INFO : Epoch 1593 | loss: 0.0309793 | val_loss: 0.0312867 | Time: 1474.11 ms [2021-09-15 21:53:18 main:574] : INFO : Epoch 1594 | loss: 0.0309762 | val_loss: 0.0312775 | Time: 1475 ms [2021-09-15 21:53:19 main:574] : INFO : Epoch 1595 | loss: 0.0309761 | val_loss: 0.0312715 | Time: 1497.57 ms [2021-09-15 21:53:21 main:574] : INFO : Epoch 1596 | loss: 0.0309868 | val_loss: 0.0312674 | Time: 1529.55 ms [2021-09-15 21:53:22 main:574] : INFO : Epoch 1597 | loss: 0.0309799 | val_loss: 0.0312617 | Time: 1499.52 ms [2021-09-15 21:53:24 main:574] : INFO : Epoch 1598 | loss: 0.0309778 | val_loss: 0.0312828 | Time: 1568.25 ms [2021-09-15 21:53:26 main:574] : INFO : Epoch 1599 | loss: 0.0309753 | val_loss: 0.0312807 | Time: 1474.45 ms [2021-09-15 21:53:27 main:574] : INFO : Epoch 1600 | loss: 0.0309716 | val_loss: 0.0313011 | Time: 1484.52 ms [2021-09-15 21:53:29 main:574] : INFO : Epoch 1601 | loss: 0.0309692 | val_loss: 0.0313014 | Time: 1556.64 ms [2021-09-15 21:53:31 main:574] : INFO : Epoch 1602 | loss: 0.0309742 | val_loss: 0.0312502 | Time: 1549.69 ms [2021-09-15 21:53:32 main:574] : INFO : Epoch 1603 | loss: 0.0309758 | val_loss: 0.0312727 | Time: 1492.57 ms [2021-09-15 21:53:34 main:574] : INFO : Epoch 1604 | loss: 0.0309745 | val_loss: 0.0312937 | Time: 1468.48 ms [2021-09-15 21:53:35 main:574] : INFO : Epoch 1605 | loss: 0.0309759 | val_loss: 0.0312819 | Time: 1496.35 ms [2021-09-15 21:53:37 main:574] : INFO : Epoch 1606 | loss: 0.030976 | val_loss: 0.0312783 | Time: 1521.56 ms [2021-09-15 21:53:39 main:574] : INFO : Epoch 1607 | loss: 0.0309745 | val_loss: 0.0312679 | Time: 1531.44 ms [2021-09-15 21:53:40 main:574] : INFO : Epoch 1608 | loss: 0.0309848 | val_loss: 0.0312694 | Time: 1540.17 ms [2021-09-15 21:53:42 main:574] : INFO : Epoch 1609 | loss: 0.0309854 | val_loss: 0.0312482 | Time: 1471.53 ms [2021-09-15 21:53:44 main:574] : INFO : Epoch 1610 | loss: 0.0309906 | val_loss: 0.0312674 | Time: 1505.26 ms [2021-09-15 21:53:45 main:574] : INFO : Epoch 1611 | loss: 0.030986 | val_loss: 0.0312502 | Time: 1501.8 ms [2021-09-15 21:53:47 main:574] : INFO : Epoch 1612 | loss: 0.0309944 | val_loss: 0.0312656 | Time: 1530.79 ms [2021-09-15 21:53:48 main:574] : INFO : Epoch 1613 | loss: 0.0309845 | val_loss: 0.0312709 | Time: 1500.41 ms [2021-09-15 21:53:50 main:574] : INFO : Epoch 1614 | loss: 0.0309851 | val_loss: 0.0312708 | Time: 1478.66 ms [2021-09-15 21:53:52 main:574] : INFO : Epoch 1615 | loss: 0.0309823 | val_loss: 0.0312683 | Time: 1494.8 ms [2021-09-15 21:53:53 main:574] : INFO : Epoch 1616 | loss: 0.0309749 | val_loss: 0.0312891 | Time: 1522.34 ms [2021-09-15 21:53:55 main:574] : INFO : Epoch 1617 | loss: 0.0309778 | val_loss: 0.0312424 | Time: 1526.19 ms [2021-09-15 21:53:57 main:574] : INFO : Epoch 1618 | loss: 0.0309806 | val_loss: 0.0312907 | Time: 1562.12 ms [2021-09-15 21:53:58 main:574] : INFO : Epoch 1619 | loss: 0.0309766 | val_loss: 0.0312856 | Time: 1510.01 ms [2021-09-15 21:54:00 main:574] : INFO : Epoch 1620 | loss: 0.0309782 | val_loss: 0.0312728 | Time: 1486.82 ms [2021-09-15 21:54:02 main:574] : INFO : Epoch 1621 | loss: 0.030983 | val_loss: 0.0312707 | Time: 1583.17 ms [2021-09-15 21:54:03 main:574] : INFO : Epoch 1622 | loss: 0.0309771 | val_loss: 0.03125 | Time: 1579.07 ms [2021-09-15 21:54:05 main:574] : INFO : Epoch 1623 | loss: 0.0309876 | val_loss: 0.0312649 | Time: 1539.74 ms [2021-09-15 21:54:07 main:574] : INFO : Epoch 1624 | loss: 0.03099 | val_loss: 0.0312565 | Time: 1513.88 ms [2021-09-15 21:54:08 main:574] : INFO : Epoch 1625 | loss: 0.0309935 | val_loss: 0.0312389 | Time: 1479.77 ms [2021-09-15 21:54:10 main:574] : INFO : Epoch 1626 | loss: 0.0309961 | val_loss: 0.0312684 | Time: 1536.02 ms [2021-09-15 21:54:11 main:574] : INFO : Epoch 1627 | loss: 0.0309762 | val_loss: 0.0312505 | Time: 1562.04 ms [2021-09-15 21:54:13 main:574] : INFO : Epoch 1628 | loss: 0.0309868 | val_loss: 0.0312737 | Time: 1575.59 ms [2021-09-15 21:54:15 main:574] : INFO : Epoch 1629 | loss: 0.0310042 | val_loss: 0.0312559 | Time: 1603.74 ms [2021-09-15 21:54:17 main:574] : INFO : Epoch 1630 | loss: 0.0309908 | val_loss: 0.031278 | Time: 1500.94 ms [2021-09-15 21:54:18 main:574] : INFO : Epoch 1631 | loss: 0.0309897 | val_loss: 0.0312568 | Time: 1482.74 ms [2021-09-15 21:54:20 main:574] : INFO : Epoch 1632 | loss: 0.0309852 | val_loss: 0.0312674 | Time: 1519.24 ms [2021-09-15 21:54:22 main:574] : INFO : Epoch 1633 | loss: 0.0309937 | val_loss: 0.0312533 | Time: 1540.04 ms [2021-09-15 21:54:23 main:574] : INFO : Epoch 1634 | loss: 0.0309809 | val_loss: 0.0312562 | Time: 1547.49 ms [2021-09-15 21:54:25 main:574] : INFO : Epoch 1635 | loss: 0.0309775 | val_loss: 0.0312776 | Time: 1530.46 ms [2021-09-15 21:54:27 main:574] : INFO : Epoch 1636 | loss: 0.0309877 | val_loss: 0.0312859 | Time: 1486.29 ms [2021-09-15 21:54:28 main:574] : INFO : Epoch 1637 | loss: 0.0309745 | val_loss: 0.0312806 | Time: 1494.12 ms [2021-09-15 21:54:30 main:574] : INFO : Epoch 1638 | loss: 0.0309722 | val_loss: 0.0312913 | Time: 1477.02 ms [2021-09-15 21:54:32 main:574] : INFO : Epoch 1639 | loss: 0.0309691 | val_loss: 0.0312824 | Time: 1628.26 ms [2021-09-15 21:54:33 main:574] : INFO : Epoch 1640 | loss: 0.0309746 | val_loss: 0.0312603 | Time: 1586.42 ms [2021-09-15 21:54:35 main:574] : INFO : Epoch 1641 | loss: 0.0309807 | val_loss: 0.0312949 | Time: 1552 ms [2021-09-15 21:54:37 main:574] : INFO : Epoch 1642 | loss: 0.030985 | val_loss: 0.031274 | Time: 1507.44 ms [2021-09-15 21:54:38 main:574] : INFO : Epoch 1643 | loss: 0.0309874 | val_loss: 0.0312739 | Time: 1496.59 ms [2021-09-15 21:54:40 main:574] : INFO : Epoch 1644 | loss: 0.0309852 | val_loss: 0.031296 | Time: 1500.27 ms [2021-09-15 21:54:42 main:574] : INFO : Epoch 1645 | loss: 0.0309791 | val_loss: 0.0312655 | Time: 1560.2 ms [2021-09-15 21:54:43 main:574] : INFO : Epoch 1646 | loss: 0.0309869 | val_loss: 0.0312684 | Time: 1535.35 ms [2021-09-15 21:54:45 main:574] : INFO : Epoch 1647 | loss: 0.0309889 | val_loss: 0.0313234 | Time: 1532.29 ms [2021-09-15 21:54:46 main:574] : INFO : Epoch 1648 | loss: 0.0309827 | val_loss: 0.0312637 | Time: 1468.22 ms [2021-09-15 21:54:48 main:574] : INFO : Epoch 1649 | loss: 0.0309801 | val_loss: 0.0312888 | Time: 1559.28 ms [2021-09-15 21:54:50 main:574] : INFO : Epoch 1650 | loss: 0.0309756 | val_loss: 0.0312892 | Time: 1573.97 ms [2021-09-15 21:54:51 main:574] : INFO : Epoch 1651 | loss: 0.0309785 | val_loss: 0.0312883 | Time: 1578.79 ms [2021-09-15 21:54:53 main:574] : INFO : Epoch 1652 | loss: 0.0309837 | val_loss: 0.031288 | Time: 1532.48 ms [2021-09-15 21:54:55 main:574] : INFO : Epoch 1653 | loss: 0.0309797 | val_loss: 0.0312774 | Time: 1500.3 ms [2021-09-15 21:54:56 main:574] : INFO : Epoch 1654 | loss: 0.030987 | val_loss: 0.0312809 | Time: 1505.98 ms [2021-09-15 21:54:58 main:574] : INFO : Epoch 1655 | loss: 0.0309836 | val_loss: 0.0312446 | Time: 1533.6 ms [2021-09-15 21:55:00 main:574] : INFO : Epoch 1656 | loss: 0.0309796 | val_loss: 0.0312731 | Time: 1575.82 ms [2021-09-15 21:55:01 main:574] : INFO : Epoch 1657 | loss: 0.0309793 | val_loss: 0.0312678 | Time: 1540.76 ms [2021-09-15 21:55:03 main:574] : INFO : Epoch 1658 | loss: 0.0309885 | val_loss: 0.0312682 | Time: 1522.3 ms [2021-09-15 21:55:05 main:574] : INFO : Epoch 1659 | loss: 0.0309808 | val_loss: 0.0313169 | Time: 1511.9 ms [2021-09-15 21:55:06 main:574] : INFO : Epoch 1660 | loss: 0.0309828 | val_loss: 0.031281 | Time: 1566.3 ms [2021-09-15 21:55:08 main:574] : INFO : Epoch 1661 | loss: 0.0309876 | val_loss: 0.0312888 | Time: 1579.79 ms [2021-09-15 21:55:10 main:574] : INFO : Epoch 1662 | loss: 0.0309811 | val_loss: 0.0312844 | Time: 1543.98 ms [2021-09-15 21:55:11 main:574] : INFO : Epoch 1663 | loss: 0.0309746 | val_loss: 0.0312645 | Time: 1543.03 ms [2021-09-15 21:55:13 main:574] : INFO : Epoch 1664 | loss: 0.0309755 | val_loss: 0.0312776 | Time: 1526.15 ms [2021-09-15 21:55:15 main:574] : INFO : Epoch 1665 | loss: 0.0309755 | val_loss: 0.0312962 | Time: 1490.69 ms [2021-09-15 21:55:16 main:574] : INFO : Epoch 1666 | loss: 0.0309753 | val_loss: 0.0312819 | Time: 1534.19 ms [2021-09-15 21:55:18 main:574] : INFO : Epoch 1667 | loss: 0.0309701 | val_loss: 0.0312772 | Time: 1535.23 ms [2021-09-15 21:55:19 main:574] : INFO : Epoch 1668 | loss: 0.030974 | val_loss: 0.0312636 | Time: 1559.37 ms [2021-09-15 21:55:21 main:574] : INFO : Epoch 1669 | loss: 0.0309758 | val_loss: 0.0312955 | Time: 1504.12 ms [2021-09-15 21:55:23 main:574] : INFO : Epoch 1670 | loss: 0.0309839 | val_loss: 0.0312598 | Time: 1503.72 ms [2021-09-15 21:55:24 main:574] : INFO : Epoch 1671 | loss: 0.0309852 | val_loss: 0.0312527 | Time: 1622.84 ms [2021-09-15 21:55:26 main:574] : INFO : Epoch 1672 | loss: 0.0309818 | val_loss: 0.0312702 | Time: 1576.06 ms [2021-09-15 21:55:28 main:574] : INFO : Epoch 1673 | loss: 0.0309746 | val_loss: 0.031291 | Time: 1537.45 ms [2021-09-15 21:55:29 main:574] : INFO : Epoch 1674 | loss: 0.0309769 | val_loss: 0.0312838 | Time: 1524.4 ms [2021-09-15 21:55:31 main:574] : INFO : Epoch 1675 | loss: 0.0309766 | val_loss: 0.0312719 | Time: 1512.09 ms [2021-09-15 21:55:33 main:574] : INFO : Epoch 1676 | loss: 0.0309838 | val_loss: 0.0312465 | Time: 1501.2 ms [2021-09-15 21:55:34 main:574] : INFO : Epoch 1677 | loss: 0.0309817 | val_loss: 0.0312513 | Time: 1501.16 ms [2021-09-15 21:55:36 main:574] : INFO : Epoch 1678 | loss: 0.0309877 | val_loss: 0.031289 | Time: 1554.02 ms [2021-09-15 21:55:38 main:574] : INFO : Epoch 1679 | loss: 0.0309909 | val_loss: 0.0312745 | Time: 1582.23 ms [2021-09-15 21:55:39 main:574] : INFO : Epoch 1680 | loss: 0.0309797 | val_loss: 0.0312872 | Time: 1514.75 ms [2021-09-15 21:55:41 main:574] : INFO : Epoch 1681 | loss: 0.0309917 | val_loss: 0.0312779 | Time: 1513.7 ms [2021-09-15 21:55:43 main:574] : INFO : Epoch 1682 | loss: 0.0309864 | val_loss: 0.0312599 | Time: 1578.16 ms [2021-09-15 21:55:44 main:574] : INFO : Epoch 1683 | loss: 0.0309918 | val_loss: 0.0312769 | Time: 1577.52 ms [2021-09-15 21:55:46 main:574] : INFO : Epoch 1684 | loss: 0.0309816 | val_loss: 0.0312602 | Time: 1555.41 ms [2021-09-15 21:55:48 main:574] : INFO : Epoch 1685 | loss: 0.0309836 | val_loss: 0.031267 | Time: 1532.97 ms [2021-09-15 21:55:49 main:574] : INFO : Epoch 1686 | loss: 0.0309816 | val_loss: 0.031259 | Time: 1508.16 ms [2021-09-15 21:55:51 main:574] : INFO : Epoch 1687 | loss: 0.0309789 | val_loss: 0.0312774 | Time: 1508.1 ms [2021-09-15 21:55:52 main:574] : INFO : Epoch 1688 | loss: 0.030989 | val_loss: 0.03126 | Time: 1542.55 ms [2021-09-15 21:55:54 main:574] : INFO : Epoch 1689 | loss: 0.030989 | val_loss: 0.0312623 | Time: 1554.22 ms [2021-09-15 21:55:56 main:574] : INFO : Epoch 1690 | loss: 0.0309975 | val_loss: 0.031258 | Time: 1558.87 ms [2021-09-15 21:55:57 main:574] : INFO : Epoch 1691 | loss: 0.0309923 | val_loss: 0.0312548 | Time: 1656.04 ms [2021-09-15 21:55:59 main:574] : INFO : Epoch 1692 | loss: 0.0309868 | val_loss: 0.0312428 | Time: 1522.03 ms [2021-09-15 21:56:01 main:574] : INFO : Epoch 1693 | loss: 0.0309896 | val_loss: 0.0312768 | Time: 1632.82 ms [2021-09-15 21:56:02 main:574] : INFO : Epoch 1694 | loss: 0.030974 | val_loss: 0.0312887 | Time: 1608.75 ms [2021-09-15 21:56:04 main:574] : INFO : Epoch 1695 | loss: 0.0309861 | val_loss: 0.0313025 | Time: 1592.53 ms [2021-09-15 21:56:06 main:574] : INFO : Epoch 1696 | loss: 0.0309799 | val_loss: 0.0312627 | Time: 1534.61 ms [2021-09-15 21:56:07 main:574] : INFO : Epoch 1697 | loss: 0.0309807 | val_loss: 0.0312606 | Time: 1504.32 ms [2021-09-15 21:56:09 main:574] : INFO : Epoch 1698 | loss: 0.0309908 | val_loss: 0.0312363 | Time: 1518.1 ms [2021-09-15 21:56:11 main:574] : INFO : Epoch 1699 | loss: 0.0309943 | val_loss: 0.031264 | Time: 1525.61 ms [2021-09-15 21:56:12 main:574] : INFO : Epoch 1700 | loss: 0.0309786 | val_loss: 0.0312947 | Time: 1571.86 ms [2021-09-15 21:56:14 main:574] : INFO : Epoch 1701 | loss: 0.0309803 | val_loss: 0.0312612 | Time: 1547.37 ms [2021-09-15 21:56:15 main:574] : INFO : Epoch 1702 | loss: 0.0309724 | val_loss: 0.0312814 | Time: 1488.72 ms [2021-09-15 21:56:17 main:574] : INFO : Epoch 1703 | loss: 0.0309745 | val_loss: 0.0312753 | Time: 1468.89 ms [2021-09-15 21:56:19 main:574] : INFO : Epoch 1704 | loss: 0.0309753 | val_loss: 0.0312826 | Time: 1555.02 ms [2021-09-15 21:56:20 main:574] : INFO : Epoch 1705 | loss: 0.0309698 | val_loss: 0.0312672 | Time: 1578.71 ms [2021-09-15 21:56:22 main:574] : INFO : Epoch 1706 | loss: 0.030976 | val_loss: 0.0312852 | Time: 1598.76 ms [2021-09-15 21:56:24 main:574] : INFO : Epoch 1707 | loss: 0.0309852 | val_loss: 0.0312482 | Time: 1500.37 ms [2021-09-15 21:56:25 main:574] : INFO : Epoch 1708 | loss: 0.0309898 | val_loss: 0.0312475 | Time: 1475.27 ms [2021-09-15 21:56:27 main:574] : INFO : Epoch 1709 | loss: 0.0309878 | val_loss: 0.0312622 | Time: 1504.36 ms [2021-09-15 21:56:29 main:574] : INFO : Epoch 1710 | loss: 0.0309863 | val_loss: 0.0312881 | Time: 1526.25 ms [2021-09-15 21:56:30 main:574] : INFO : Epoch 1711 | loss: 0.0309858 | val_loss: 0.031267 | Time: 1586.98 ms [2021-09-15 21:56:32 main:574] : INFO : Epoch 1712 | loss: 0.0309901 | val_loss: 0.0312969 | Time: 1494.94 ms [2021-09-15 21:56:33 main:574] : INFO : Epoch 1713 | loss: 0.0309823 | val_loss: 0.0312837 | Time: 1487.55 ms [2021-09-15 21:56:35 main:574] : INFO : Epoch 1714 | loss: 0.0309781 | val_loss: 0.031285 | Time: 1500.74 ms [2021-09-15 21:56:37 main:574] : INFO : Epoch 1715 | loss: 0.0309787 | val_loss: 0.031299 | Time: 1495.94 ms [2021-09-15 21:56:39 main:574] : INFO : Epoch 1716 | loss: 0.0309744 | val_loss: 0.0312655 | Time: 1636.84 ms [2021-09-15 21:56:40 main:574] : INFO : Epoch 1717 | loss: 0.0309766 | val_loss: 0.0312874 | Time: 1561.72 ms [2021-09-15 21:56:42 main:574] : INFO : Epoch 1718 | loss: 0.030978 | val_loss: 0.0312533 | Time: 1567.84 ms [2021-09-15 21:56:44 main:574] : INFO : Epoch 1719 | loss: 0.0309963 | val_loss: 0.0312715 | Time: 1451.14 ms [2021-09-15 21:56:45 main:574] : INFO : Epoch 1720 | loss: 0.0309939 | val_loss: 0.0312444 | Time: 1501.34 ms [2021-09-15 21:56:47 main:574] : INFO : Epoch 1721 | loss: 0.0309803 | val_loss: 0.031268 | Time: 1550.24 ms [2021-09-15 21:56:48 main:574] : INFO : Epoch 1722 | loss: 0.0309949 | val_loss: 0.0312542 | Time: 1513.01 ms [2021-09-15 21:56:50 main:574] : INFO : Epoch 1723 | loss: 0.0309849 | val_loss: 0.0312815 | Time: 1569.39 ms [2021-09-15 21:56:52 main:574] : INFO : Epoch 1724 | loss: 0.0309827 | val_loss: 0.0312652 | Time: 1478.23 ms [2021-09-15 21:56:53 main:574] : INFO : Epoch 1725 | loss: 0.0309846 | val_loss: 0.0312655 | Time: 1477.18 ms [2021-09-15 21:56:56 main:574] : INFO : Epoch 1726 | loss: 0.0309801 | val_loss: 0.0312877 | Time: 1488.81 ms [2021-09-15 21:56:58 main:574] : INFO : Epoch 1727 | loss: 0.0310071 | val_loss: 0.0312461 | Time: 1565.52 ms [2021-09-15 21:57:00 main:574] : INFO : Epoch 1728 | loss: 0.0309932 | val_loss: 0.0312811 | Time: 1546.95 ms [2021-09-15 21:57:01 main:574] : INFO : Epoch 1729 | loss: 0.0309772 | val_loss: 0.0312621 | Time: 1480.71 ms [2021-09-15 21:57:03 main:574] : INFO : Epoch 1730 | loss: 0.030974 | val_loss: 0.0313032 | Time: 1525.55 ms [2021-09-15 21:57:05 main:574] : INFO : Epoch 1731 | loss: 0.0309874 | val_loss: 0.0312789 | Time: 1519 ms [2021-09-15 21:57:06 main:574] : INFO : Epoch 1732 | loss: 0.030978 | val_loss: 0.0312933 | Time: 1587.17 ms [2021-09-15 21:57:08 main:574] : INFO : Epoch 1733 | loss: 0.0309797 | val_loss: 0.0312802 | Time: 1610.93 ms [2021-09-15 21:57:10 main:574] : INFO : Epoch 1734 | loss: 0.0309779 | val_loss: 0.0312794 | Time: 1626.37 ms [2021-09-15 21:57:12 main:574] : INFO : Epoch 1735 | loss: 0.0309719 | val_loss: 0.0312853 | Time: 1460.66 ms [2021-09-15 21:57:13 main:574] : INFO : Epoch 1736 | loss: 0.0309689 | val_loss: 0.0312634 | Time: 1525.37 ms [2021-09-15 21:57:15 main:574] : INFO : Epoch 1737 | loss: 0.0309762 | val_loss: 0.031291 | Time: 1582.41 ms [2021-09-15 21:57:17 main:574] : INFO : Epoch 1738 | loss: 0.0309785 | val_loss: 0.0312744 | Time: 1606.63 ms [2021-09-15 21:57:18 main:574] : INFO : Epoch 1739 | loss: 0.0309707 | val_loss: 0.031263 | Time: 1602.47 ms [2021-09-15 21:57:20 main:574] : INFO : Epoch 1740 | loss: 0.0309781 | val_loss: 0.0312556 | Time: 1450.53 ms [2021-09-15 21:57:21 main:574] : INFO : Epoch 1741 | loss: 0.0309779 | val_loss: 0.0312767 | Time: 1516.75 ms [2021-09-15 21:57:23 main:574] : INFO : Epoch 1742 | loss: 0.0309838 | val_loss: 0.0312652 | Time: 1569.3 ms [2021-09-15 21:57:25 main:574] : INFO : Epoch 1743 | loss: 0.0309792 | val_loss: 0.0312493 | Time: 1536.32 ms [2021-09-15 21:57:26 main:574] : INFO : Epoch 1744 | loss: 0.0309775 | val_loss: 0.0312569 | Time: 1524.29 ms [2021-09-15 21:57:28 main:574] : INFO : Epoch 1745 | loss: 0.030974 | val_loss: 0.0313006 | Time: 1442.96 ms [2021-09-15 21:57:29 main:574] : INFO : Epoch 1746 | loss: 0.0309799 | val_loss: 0.0312658 | Time: 1535.42 ms [2021-09-15 21:57:31 main:574] : INFO : Epoch 1747 | loss: 0.0309806 | val_loss: 0.0312774 | Time: 1566.25 ms [2021-09-15 21:57:33 main:574] : INFO : Epoch 1748 | loss: 0.0309819 | val_loss: 0.0312811 | Time: 1546.94 ms [2021-09-15 21:57:35 main:574] : INFO : Epoch 1749 | loss: 0.0309844 | val_loss: 0.0312723 | Time: 1611.51 ms [2021-09-15 21:57:37 main:574] : INFO : Epoch 1750 | loss: 0.0309833 | val_loss: 0.0312635 | Time: 1634.99 ms [2021-09-15 21:57:38 main:574] : INFO : Epoch 1751 | loss: 0.0309846 | val_loss: 0.0312569 | Time: 1571.92 ms [2021-09-15 21:57:40 main:574] : INFO : Epoch 1752 | loss: 0.0309838 | val_loss: 0.0313016 | Time: 1462.9 ms [2021-09-15 21:57:43 main:574] : INFO : Epoch 1753 | loss: 0.0309806 | val_loss: 0.03126 | Time: 1553.73 ms [2021-09-15 21:57:44 main:574] : INFO : Epoch 1754 | loss: 0.0309704 | val_loss: 0.0312898 | Time: 1466.27 ms [2021-09-15 21:57:46 main:574] : INFO : Epoch 1755 | loss: 0.030979 | val_loss: 0.0312927 | Time: 1512.02 ms [2021-09-15 21:57:48 main:574] : INFO : Epoch 1756 | loss: 0.0309842 | val_loss: 0.0312748 | Time: 1476.82 ms [2021-09-15 21:57:49 main:574] : INFO : Epoch 1757 | loss: 0.0309834 | val_loss: 0.0312889 | Time: 1548.91 ms [2021-09-15 21:57:51 main:574] : INFO : Epoch 1758 | loss: 0.030976 | val_loss: 0.0312814 | Time: 1551.48 ms [2021-09-15 21:57:53 main:574] : INFO : Epoch 1759 | loss: 0.0309916 | val_loss: 0.0313029 | Time: 1517.51 ms [2021-09-15 21:57:54 main:574] : INFO : Epoch 1760 | loss: 0.030975 | val_loss: 0.0312762 | Time: 1524.76 ms [2021-09-15 21:57:56 main:574] : INFO : Epoch 1761 | loss: 0.0309726 | val_loss: 0.0312721 | Time: 1527.25 ms [2021-09-15 21:57:58 main:574] : INFO : Epoch 1762 | loss: 0.0309767 | val_loss: 0.0312788 | Time: 1632.88 ms [2021-09-15 21:57:59 main:574] : INFO : Epoch 1763 | loss: 0.030978 | val_loss: 0.0312792 | Time: 1570.15 ms [2021-09-15 21:58:01 main:574] : INFO : Epoch 1764 | loss: 0.0309739 | val_loss: 0.031281 | Time: 1568.34 ms [2021-09-15 21:58:02 main:574] : INFO : Epoch 1765 | loss: 0.030972 | val_loss: 0.0312806 | Time: 1506.78 ms [2021-09-15 21:58:04 main:574] : INFO : Epoch 1766 | loss: 0.0309725 | val_loss: 0.0312745 | Time: 1482.48 ms [2021-09-15 21:58:06 main:574] : INFO : Epoch 1767 | loss: 0.0309859 | val_loss: 0.0312789 | Time: 1531.5 ms [2021-09-15 21:58:08 main:574] : INFO : Epoch 1768 | loss: 0.0309861 | val_loss: 0.0312678 | Time: 1511.96 ms [2021-09-15 21:58:09 main:574] : INFO : Epoch 1769 | loss: 0.0309813 | val_loss: 0.0312739 | Time: 1561.22 ms [2021-09-15 21:58:11 main:574] : INFO : Epoch 1770 | loss: 0.0309834 | val_loss: 0.0312762 | Time: 1525.32 ms [2021-09-15 21:58:13 main:574] : INFO : Epoch 1771 | loss: 0.0309762 | val_loss: 0.0312979 | Time: 1550.21 ms [2021-09-15 21:58:14 main:574] : INFO : Epoch 1772 | loss: 0.0309736 | val_loss: 0.0312778 | Time: 1536.48 ms [2021-09-15 21:58:16 main:574] : INFO : Epoch 1773 | loss: 0.0309712 | val_loss: 0.0312613 | Time: 1540.22 ms [2021-09-15 21:58:18 main:574] : INFO : Epoch 1774 | loss: 0.0309791 | val_loss: 0.0312809 | Time: 1611.2 ms [2021-09-15 21:58:19 main:574] : INFO : Epoch 1775 | loss: 0.0309704 | val_loss: 0.0312897 | Time: 1565.88 ms [2021-09-15 21:58:21 main:574] : INFO : Epoch 1776 | loss: 0.0309838 | val_loss: 0.0312651 | Time: 1536.86 ms [2021-09-15 21:58:22 main:574] : INFO : Epoch 1777 | loss: 0.0309835 | val_loss: 0.031259 | Time: 1507.94 ms [2021-09-15 21:58:24 main:574] : INFO : Epoch 1778 | loss: 0.0309774 | val_loss: 0.0312884 | Time: 1504.1 ms [2021-09-15 21:58:26 main:574] : INFO : Epoch 1779 | loss: 0.0309821 | val_loss: 0.0312546 | Time: 1606.84 ms [2021-09-15 21:58:27 main:574] : INFO : Epoch 1780 | loss: 0.0309852 | val_loss: 0.0312693 | Time: 1542.7 ms [2021-09-15 21:58:29 main:574] : INFO : Epoch 1781 | loss: 0.0309827 | val_loss: 0.0312626 | Time: 1601.54 ms [2021-09-15 21:58:31 main:574] : INFO : Epoch 1782 | loss: 0.0309802 | val_loss: 0.031261 | Time: 1481.47 ms [2021-09-15 21:58:32 main:574] : INFO : Epoch 1783 | loss: 0.0309947 | val_loss: 0.0312511 | Time: 1494.96 ms [2021-09-15 21:58:34 main:574] : INFO : Epoch 1784 | loss: 0.0309864 | val_loss: 0.031273 | Time: 1578.69 ms [2021-09-15 21:58:35 main:574] : INFO : Epoch 1785 | loss: 0.0309794 | val_loss: 0.0312879 | Time: 1595.3 ms [2021-09-15 21:58:37 main:574] : INFO : Epoch 1786 | loss: 0.0309811 | val_loss: 0.0312674 | Time: 1641.98 ms [2021-09-15 21:58:39 main:574] : INFO : Epoch 1787 | loss: 0.0309865 | val_loss: 0.0313019 | Time: 1578.06 ms [2021-09-15 21:58:41 main:574] : INFO : Epoch 1788 | loss: 0.0309787 | val_loss: 0.0312773 | Time: 1508.43 ms [2021-09-15 21:58:42 main:574] : INFO : Epoch 1789 | loss: 0.0309768 | val_loss: 0.0312452 | Time: 1497 ms [2021-09-15 21:58:44 main:574] : INFO : Epoch 1790 | loss: 0.0309869 | val_loss: 0.0312411 | Time: 1466.96 ms [2021-09-15 21:58:46 main:574] : INFO : Epoch 1791 | loss: 0.0309898 | val_loss: 0.0312606 | Time: 1544.38 ms [2021-09-15 21:58:47 main:574] : INFO : Epoch 1792 | loss: 0.030983 | val_loss: 0.0312497 | Time: 1559.89 ms [2021-09-15 21:58:49 main:574] : INFO : Epoch 1793 | loss: 0.0309817 | val_loss: 0.0312913 | Time: 1485.82 ms [2021-09-15 21:58:51 main:574] : INFO : Epoch 1794 | loss: 0.030974 | val_loss: 0.0312513 | Time: 1493.55 ms [2021-09-15 21:58:53 main:574] : INFO : Epoch 1795 | loss: 0.0309824 | val_loss: 0.0312929 | Time: 1496.57 ms [2021-09-15 21:58:55 main:574] : INFO : Epoch 1796 | loss: 0.0309792 | val_loss: 0.0312755 | Time: 1572.63 ms [2021-09-15 21:58:57 main:574] : INFO : Epoch 1797 | loss: 0.030986 | val_loss: 0.0312803 | Time: 1563.04 ms [2021-09-15 21:58:58 main:574] : INFO : Epoch 1798 | loss: 0.0309868 | val_loss: 0.0312564 | Time: 1590.69 ms [2021-09-15 21:59:00 main:574] : INFO : Epoch 1799 | loss: 0.0310014 | val_loss: 0.0312388 | Time: 1645.57 ms [2021-09-15 21:59:02 main:574] : INFO : Epoch 1800 | loss: 0.0310045 | val_loss: 0.0312401 | Time: 1527.33 ms [2021-09-15 21:59:03 main:574] : INFO : Epoch 1801 | loss: 0.0309903 | val_loss: 0.031251 | Time: 1563.91 ms [2021-09-15 21:59:06 main:574] : INFO : Epoch 1802 | loss: 0.0309782 | val_loss: 0.031274 | Time: 1525.63 ms [2021-09-15 21:59:07 main:574] : INFO : Epoch 1803 | loss: 0.0309789 | val_loss: 0.0312705 | Time: 1550.62 ms [2021-09-15 21:59:09 main:574] : INFO : Epoch 1804 | loss: 0.0309848 | val_loss: 0.0313049 | Time: 1456.25 ms [2021-09-15 21:59:11 main:574] : INFO : Epoch 1805 | loss: 0.0309768 | val_loss: 0.0312687 | Time: 1527.56 ms [2021-09-15 21:59:13 main:574] : INFO : Epoch 1806 | loss: 0.0309735 | val_loss: 0.0312534 | Time: 1487.53 ms [2021-09-15 21:59:15 main:574] : INFO : Epoch 1807 | loss: 0.0309864 | val_loss: 0.0312552 | Time: 1534.6 ms [2021-09-15 21:59:17 main:574] : INFO : Epoch 1808 | loss: 0.0309762 | val_loss: 0.0312538 | Time: 1553.77 ms [2021-09-15 21:59:18 main:574] : INFO : Epoch 1809 | loss: 0.0309889 | val_loss: 0.0312652 | Time: 1574.47 ms [2021-09-15 21:59:20 main:574] : INFO : Epoch 1810 | loss: 0.0309791 | val_loss: 0.0312937 | Time: 1623.24 ms [2021-09-15 21:59:22 main:574] : INFO : Epoch 1811 | loss: 0.0309767 | val_loss: 0.0312737 | Time: 1624.66 ms [2021-09-15 21:59:24 main:574] : INFO : Epoch 1812 | loss: 0.0309728 | val_loss: 0.031304 | Time: 1579.13 ms [2021-09-15 21:59:25 main:574] : INFO : Epoch 1813 | loss: 0.0309674 | val_loss: 0.0312682 | Time: 1484.34 ms [2021-09-15 21:59:27 main:574] : INFO : Epoch 1814 | loss: 0.0309806 | val_loss: 0.031279 | Time: 1505.74 ms [2021-09-15 21:59:29 main:574] : INFO : Epoch 1815 | loss: 0.0309849 | val_loss: 0.0313056 | Time: 1545.95 ms [2021-09-15 21:59:30 main:574] : INFO : Epoch 1816 | loss: 0.0309896 | val_loss: 0.0312772 | Time: 1609.21 ms [2021-09-15 21:59:32 main:574] : INFO : Epoch 1817 | loss: 0.0309776 | val_loss: 0.0312829 | Time: 1555.59 ms [2021-09-15 21:59:33 main:574] : INFO : Epoch 1818 | loss: 0.0309702 | val_loss: 0.0312833 | Time: 1525.66 ms [2021-09-15 21:59:35 main:574] : INFO : Epoch 1819 | loss: 0.0309773 | val_loss: 0.0312744 | Time: 1528.84 ms [2021-09-15 21:59:37 main:574] : INFO : Epoch 1820 | loss: 0.0309876 | val_loss: 0.0312725 | Time: 1484.03 ms [2021-09-15 21:59:38 main:574] : INFO : Epoch 1821 | loss: 0.0309797 | val_loss: 0.0312816 | Time: 1615.6 ms [2021-09-15 21:59:40 main:574] : INFO : Epoch 1822 | loss: 0.0309895 | val_loss: 0.031262 | Time: 1595.8 ms [2021-09-15 21:59:42 main:574] : INFO : Epoch 1823 | loss: 0.0309845 | val_loss: 0.031275 | Time: 1634.99 ms [2021-09-15 21:59:44 main:574] : INFO : Epoch 1824 | loss: 0.0309785 | val_loss: 0.0312832 | Time: 1606.68 ms [2021-09-15 21:59:45 main:574] : INFO : Epoch 1825 | loss: 0.0309704 | val_loss: 0.0312805 | Time: 1493.92 ms [2021-09-15 21:59:47 main:574] : INFO : Epoch 1826 | loss: 0.0309855 | val_loss: 0.0312545 | Time: 1502.19 ms [2021-09-15 21:59:49 main:574] : INFO : Epoch 1827 | loss: 0.0309819 | val_loss: 0.0312649 | Time: 1482.43 ms [2021-09-15 21:59:50 main:574] : INFO : Epoch 1828 | loss: 0.0309763 | val_loss: 0.0312709 | Time: 1579.01 ms [2021-09-15 21:59:52 main:574] : INFO : Epoch 1829 | loss: 0.0309712 | val_loss: 0.0312827 | Time: 1548.58 ms [2021-09-15 21:59:53 main:574] : INFO : Epoch 1830 | loss: 0.0309742 | val_loss: 0.0312713 | Time: 1515.34 ms [2021-09-15 21:59:55 main:574] : INFO : Epoch 1831 | loss: 0.0309716 | val_loss: 0.0312828 | Time: 1554.66 ms [2021-09-15 21:59:57 main:574] : INFO : Epoch 1832 | loss: 0.0309876 | val_loss: 0.0312817 | Time: 1496.68 ms [2021-09-15 21:59:58 main:574] : INFO : Epoch 1833 | loss: 0.0309813 | val_loss: 0.0312912 | Time: 1582.39 ms [2021-09-15 22:00:00 main:574] : INFO : Epoch 1834 | loss: 0.0309823 | val_loss: 0.0312666 | Time: 1650.6 ms [2021-09-15 22:00:02 main:574] : INFO : Epoch 1835 | loss: 0.0309744 | val_loss: 0.0312573 | Time: 1780.17 ms [2021-09-15 22:00:04 main:574] : INFO : Epoch 1836 | loss: 0.030976 | val_loss: 0.0313146 | Time: 1636.61 ms [2021-09-15 22:00:05 main:574] : INFO : Epoch 1837 | loss: 0.0309776 | val_loss: 0.0312808 | Time: 1574.88 ms [2021-09-15 22:00:07 main:574] : INFO : Epoch 1838 | loss: 0.0309753 | val_loss: 0.0312579 | Time: 1573.75 ms [2021-09-15 22:00:19 main:574] : INFO : Epoch 1839 | loss: 0.0309744 | val_loss: 0.0312876 | Time: 11739.6 ms [2021-09-15 22:00:20 main:574] : INFO : Epoch 1840 | loss: 0.0309769 | val_loss: 0.0312717 | Time: 1485.02 ms [2021-09-15 22:00:22 main:574] : INFO : Epoch 1841 | loss: 0.0309816 | val_loss: 0.0312962 | Time: 1505.76 ms [2021-09-15 22:00:24 main:574] : INFO : Epoch 1842 | loss: 0.0312249 | val_loss: 0.0313433 | Time: 1505.48 ms [2021-09-15 22:00:25 main:574] : INFO : Epoch 1843 | loss: 0.0320547 | val_loss: 0.0315066 | Time: 1494.88 ms [2021-09-15 22:00:27 main:574] : INFO : Epoch 1844 | loss: 0.0313252 | val_loss: 0.0312433 | Time: 1494.24 ms [2021-09-15 22:00:28 main:574] : INFO : Epoch 1845 | loss: 0.0312105 | val_loss: 0.0311757 | Time: 1516.69 ms [2021-09-15 22:00:30 main:574] : INFO : Epoch 1846 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 1497.31 ms [2021-09-15 22:00:32 main:574] : INFO : Epoch 1847 | loss: 0.0311384 | val_loss: 0.0311676 | Time: 1469.86 ms [2021-09-15 22:00:33 main:574] : INFO : Epoch 1848 | loss: 0.0311304 | val_loss: 0.0311652 | Time: 1516.36 ms [2021-09-15 22:00:35 main:574] : INFO : Epoch 1849 | loss: 0.0311274 | val_loss: 0.0311673 | Time: 1541.54 ms [2021-09-15 22:00:36 main:574] : INFO : Epoch 1850 | loss: 0.0311169 | val_loss: 0.0311689 | Time: 1548.67 ms [2021-09-15 22:00:38 main:574] : INFO : Epoch 1851 | loss: 0.0311129 | val_loss: 0.0311675 | Time: 1640.38 ms [2021-09-15 22:00:40 main:574] : INFO : Epoch 1852 | loss: 0.0311073 | val_loss: 0.0311685 | Time: 1496.36 ms [2021-09-15 22:00:41 main:574] : INFO : Epoch 1853 | loss: 0.0311032 | val_loss: 0.031173 | Time: 1538.43 ms [2021-09-15 22:00:43 main:574] : INFO : Epoch 1854 | loss: 0.0311 | val_loss: 0.0311761 | Time: 1554.72 ms [2021-09-15 22:00:45 main:574] : INFO : Epoch 1855 | loss: 0.0311006 | val_loss: 0.0311754 | Time: 1647.9 ms [2021-09-15 22:00:47 main:574] : INFO : Epoch 1856 | loss: 0.0310953 | val_loss: 0.0311742 | Time: 1650.95 ms [2021-09-15 22:00:48 main:574] : INFO : Epoch 1857 | loss: 0.0310892 | val_loss: 0.0311815 | Time: 1615.87 ms [2021-09-15 22:00:50 main:574] : INFO : Epoch 1858 | loss: 0.0310871 | val_loss: 0.0311821 | Time: 1636.47 ms [2021-09-15 22:00:52 main:574] : INFO : Epoch 1859 | loss: 0.0310835 | val_loss: 0.0311804 | Time: 1523.16 ms [2021-09-15 22:00:53 main:574] : INFO : Epoch 1860 | loss: 0.0310847 | val_loss: 0.0311964 | Time: 1467.92 ms [2021-09-15 22:00:55 main:574] : INFO : Epoch 1861 | loss: 0.0310829 | val_loss: 0.0311911 | Time: 1576.32 ms [2021-09-15 22:00:57 main:574] : INFO : Epoch 1862 | loss: 0.0310792 | val_loss: 0.031194 | Time: 1585.74 ms [2021-09-15 22:00:58 main:574] : INFO : Epoch 1863 | loss: 0.031076 | val_loss: 0.0311868 | Time: 1516.98 ms [2021-09-15 22:01:00 main:574] : INFO : Epoch 1864 | loss: 0.031074 | val_loss: 0.0311966 | Time: 1487.47 ms [2021-09-15 22:01:01 main:574] : INFO : Epoch 1865 | loss: 0.031074 | val_loss: 0.0311842 | Time: 1500.41 ms [2021-09-15 22:01:03 main:574] : INFO : Epoch 1866 | loss: 0.0310735 | val_loss: 0.0311907 | Time: 1554.3 ms [2021-09-15 22:01:05 main:574] : INFO : Epoch 1867 | loss: 0.0310694 | val_loss: 0.0311971 | Time: 1571.98 ms [2021-09-15 22:01:06 main:574] : INFO : Epoch 1868 | loss: 0.0310682 | val_loss: 0.0311937 | Time: 1568.09 ms [2021-09-15 22:01:08 main:574] : INFO : Epoch 1869 | loss: 0.0310644 | val_loss: 0.0312059 | Time: 1587.47 ms [2021-09-15 22:01:10 main:574] : INFO : Epoch 1870 | loss: 0.0310651 | val_loss: 0.0311922 | Time: 1588.97 ms [2021-09-15 22:01:12 main:574] : INFO : Epoch 1871 | loss: 0.031063 | val_loss: 0.0311957 | Time: 1573.06 ms [2021-09-15 22:01:13 main:574] : INFO : Epoch 1872 | loss: 0.0310574 | val_loss: 0.0312045 | Time: 1577.92 ms [2021-09-15 22:01:15 main:574] : INFO : Epoch 1873 | loss: 0.0310568 | val_loss: 0.0312031 | Time: 1585.53 ms [2021-09-15 22:01:17 main:574] : INFO : Epoch 1874 | loss: 0.0310554 | val_loss: 0.0311969 | Time: 1563.53 ms [2021-09-15 22:01:18 main:574] : INFO : Epoch 1875 | loss: 0.0310522 | val_loss: 0.0312073 | Time: 1581.41 ms [2021-09-15 22:01:20 main:574] : INFO : Epoch 1876 | loss: 0.0310522 | val_loss: 0.0312085 | Time: 1498.21 ms [2021-09-15 22:01:22 main:574] : INFO : Epoch 1877 | loss: 0.031049 | val_loss: 0.0312204 | Time: 1503.92 ms [2021-09-15 22:01:23 main:574] : INFO : Epoch 1878 | loss: 0.0310505 | val_loss: 0.0312127 | Time: 1525.86 ms [2021-09-15 22:01:25 main:574] : INFO : Epoch 1879 | loss: 0.0310484 | val_loss: 0.0312129 | Time: 1587.35 ms [2021-09-15 22:01:27 main:574] : INFO : Epoch 1880 | loss: 0.0310519 | val_loss: 0.0312049 | Time: 1602.8 ms [2021-09-15 22:01:28 main:574] : INFO : Epoch 1881 | loss: 0.0310479 | val_loss: 0.0312028 | Time: 1581.15 ms [2021-09-15 22:01:30 main:574] : INFO : Epoch 1882 | loss: 0.0310493 | val_loss: 0.0312153 | Time: 1573.64 ms [2021-09-15 22:01:32 main:574] : INFO : Epoch 1883 | loss: 0.0310523 | val_loss: 0.0312097 | Time: 1573.82 ms [2021-09-15 22:01:33 main:574] : INFO : Epoch 1884 | loss: 0.0310486 | val_loss: 0.0312172 | Time: 1598.89 ms [2021-09-15 22:01:35 main:574] : INFO : Epoch 1885 | loss: 0.0310441 | val_loss: 0.0312178 | Time: 1634.85 ms [2021-09-15 22:01:37 main:574] : INFO : Epoch 1886 | loss: 0.031041 | val_loss: 0.0312146 | Time: 1607.73 ms [2021-09-15 22:01:39 main:574] : INFO : Epoch 1887 | loss: 0.0310386 | val_loss: 0.0312152 | Time: 1612.71 ms [2021-09-15 22:01:40 main:574] : INFO : Epoch 1888 | loss: 0.0310385 | val_loss: 0.0312207 | Time: 1523.89 ms [2021-09-15 22:01:42 main:574] : INFO : Epoch 1889 | loss: 0.0310393 | val_loss: 0.0312105 | Time: 1473.03 ms [2021-09-15 22:01:43 main:574] : INFO : Epoch 1890 | loss: 0.0310372 | val_loss: 0.0312162 | Time: 1526.48 ms [2021-09-15 22:01:45 main:574] : INFO : Epoch 1891 | loss: 0.0310367 | val_loss: 0.0312184 | Time: 1597.76 ms [2021-09-15 22:01:47 main:574] : INFO : Epoch 1892 | loss: 0.031036 | val_loss: 0.0312433 | Time: 1575.44 ms [2021-09-15 22:01:48 main:574] : INFO : Epoch 1893 | loss: 0.0310344 | val_loss: 0.0312113 | Time: 1526.95 ms [2021-09-15 22:01:50 main:574] : INFO : Epoch 1894 | loss: 0.0310314 | val_loss: 0.031222 | Time: 1502.96 ms [2021-09-15 22:01:52 main:574] : INFO : Epoch 1895 | loss: 0.0310348 | val_loss: 0.0312342 | Time: 1556.7 ms [2021-09-15 22:01:53 main:574] : INFO : Epoch 1896 | loss: 0.0310356 | val_loss: 0.0312233 | Time: 1587.96 ms [2021-09-15 22:01:55 main:574] : INFO : Epoch 1897 | loss: 0.0310341 | val_loss: 0.0312308 | Time: 1634.47 ms [2021-09-15 22:01:57 main:574] : INFO : Epoch 1898 | loss: 0.0310319 | val_loss: 0.0312153 | Time: 1594.32 ms [2021-09-15 22:01:58 main:574] : INFO : Epoch 1899 | loss: 0.0310371 | val_loss: 0.0312324 | Time: 1555.65 ms [2021-09-15 22:02:00 main:574] : INFO : Epoch 1900 | loss: 0.0310326 | val_loss: 0.0312258 | Time: 1632.31 ms [2021-09-15 22:02:02 main:574] : INFO : Epoch 1901 | loss: 0.0310286 | val_loss: 0.0312285 | Time: 1546.18 ms [2021-09-15 22:02:03 main:574] : INFO : Epoch 1902 | loss: 0.0310286 | val_loss: 0.0312396 | Time: 1566.9 ms [2021-09-15 22:02:05 main:574] : INFO : Epoch 1903 | loss: 0.0310301 | val_loss: 0.0312505 | Time: 1576.19 ms [2021-09-15 22:02:07 main:574] : INFO : Epoch 1904 | loss: 0.0310305 | val_loss: 0.0312369 | Time: 1536.5 ms [2021-09-15 22:02:08 main:574] : INFO : Epoch 1905 | loss: 0.0310288 | val_loss: 0.031212 | Time: 1451.3 ms [2021-09-15 22:02:10 main:574] : INFO : Epoch 1906 | loss: 0.031035 | val_loss: 0.0312077 | Time: 1518.6 ms [2021-09-15 22:02:11 main:574] : INFO : Epoch 1907 | loss: 0.0310299 | val_loss: 0.0312145 | Time: 1588.89 ms [2021-09-15 22:02:13 main:574] : INFO : Epoch 1908 | loss: 0.0310303 | val_loss: 0.0312285 | Time: 1541.53 ms [2021-09-15 22:02:15 main:574] : INFO : Epoch 1909 | loss: 0.0310323 | val_loss: 0.0312349 | Time: 1465.53 ms [2021-09-15 22:02:16 main:574] : INFO : Epoch 1910 | loss: 0.0310264 | val_loss: 0.0312232 | Time: 1540.28 ms [2021-09-15 22:02:18 main:574] : INFO : Epoch 1911 | loss: 0.03103 | val_loss: 0.0312145 | Time: 1557.6 ms [2021-09-15 22:02:20 main:574] : INFO : Epoch 1912 | loss: 0.0310299 | val_loss: 0.0312376 | Time: 1593.91 ms [2021-09-15 22:02:21 main:574] : INFO : Epoch 1913 | loss: 0.0310247 | val_loss: 0.0312373 | Time: 1631.03 ms [2021-09-15 22:02:23 main:574] : INFO : Epoch 1914 | loss: 0.0310251 | val_loss: 0.0312581 | Time: 1629.21 ms [2021-09-15 22:02:25 main:574] : INFO : Epoch 1915 | loss: 0.0310264 | val_loss: 0.0312223 | Time: 1591.89 ms [2021-09-15 22:02:26 main:574] : INFO : Epoch 1916 | loss: 0.0310285 | val_loss: 0.0312373 | Time: 1553.23 ms [2021-09-15 22:02:28 main:574] : INFO : Epoch 1917 | loss: 0.0310238 | val_loss: 0.0312224 | Time: 1524.61 ms [2021-09-15 22:02:30 main:574] : INFO : Epoch 1918 | loss: 0.0310285 | val_loss: 0.0312148 | Time: 1541.8 ms [2021-09-15 22:02:31 main:574] : INFO : Epoch 1919 | loss: 0.0310283 | val_loss: 0.0312221 | Time: 1559.69 ms [2021-09-15 22:02:33 main:574] : INFO : Epoch 1920 | loss: 0.0310321 | val_loss: 0.0312358 | Time: 1563.97 ms [2021-09-15 22:02:35 main:574] : INFO : Epoch 1921 | loss: 0.0310217 | val_loss: 0.0312156 | Time: 1521.73 ms [2021-09-15 22:02:36 main:574] : INFO : Epoch 1922 | loss: 0.0310271 | val_loss: 0.0312114 | Time: 1495.47 ms [2021-09-15 22:02:38 main:574] : INFO : Epoch 1923 | loss: 0.0310248 | val_loss: 0.0312232 | Time: 1493.38 ms [2021-09-15 22:02:40 main:574] : INFO : Epoch 1924 | loss: 0.0310241 | val_loss: 0.031249 | Time: 1571.82 ms [2021-09-15 22:02:41 main:574] : INFO : Epoch 1925 | loss: 0.0310213 | val_loss: 0.0312276 | Time: 1553.53 ms [2021-09-15 22:02:43 main:574] : INFO : Epoch 1926 | loss: 0.0310244 | val_loss: 0.0312224 | Time: 1562.02 ms [2021-09-15 22:02:44 main:574] : INFO : Epoch 1927 | loss: 0.0310202 | val_loss: 0.0312377 | Time: 1553.47 ms [2021-09-15 22:02:46 main:574] : INFO : Epoch 1928 | loss: 0.0310242 | val_loss: 0.0312383 | Time: 1562.67 ms [2021-09-15 22:02:48 main:574] : INFO : Epoch 1929 | loss: 0.0310251 | val_loss: 0.0312334 | Time: 1621.71 ms [2021-09-15 22:02:50 main:574] : INFO : Epoch 1930 | loss: 0.0310177 | val_loss: 0.031238 | Time: 1599.47 ms [2021-09-15 22:02:52 main:574] : INFO : Epoch 1931 | loss: 0.0310138 | val_loss: 0.0312365 | Time: 1639.49 ms [2021-09-15 22:02:53 main:574] : INFO : Epoch 1932 | loss: 0.031016 | val_loss: 0.0312413 | Time: 1587.08 ms [2021-09-15 22:02:55 main:574] : INFO : Epoch 1933 | loss: 0.0310213 | val_loss: 0.03122 | Time: 1521.37 ms [2021-09-15 22:02:57 main:574] : INFO : Epoch 1934 | loss: 0.0310237 | val_loss: 0.0312342 | Time: 1483.87 ms [2021-09-15 22:02:58 main:574] : INFO : Epoch 1935 | loss: 0.0310167 | val_loss: 0.0312443 | Time: 1532.2 ms [2021-09-15 22:03:00 main:574] : INFO : Epoch 1936 | loss: 0.0310146 | val_loss: 0.0312408 | Time: 1619.71 ms [2021-09-15 22:03:02 main:574] : INFO : Epoch 1937 | loss: 0.0310135 | val_loss: 0.0312347 | Time: 1531.24 ms [2021-09-15 22:03:03 main:574] : INFO : Epoch 1938 | loss: 0.0310159 | val_loss: 0.0312416 | Time: 1526.75 ms [2021-09-15 22:03:05 main:574] : INFO : Epoch 1939 | loss: 0.0310152 | val_loss: 0.0312327 | Time: 1504.9 ms [2021-09-15 22:03:06 main:574] : INFO : Epoch 1940 | loss: 0.0310103 | val_loss: 0.0312433 | Time: 1537.2 ms [2021-09-15 22:03:08 main:574] : INFO : Epoch 1941 | loss: 0.031021 | val_loss: 0.0312399 | Time: 1609.8 ms [2021-09-15 22:03:10 main:574] : INFO : Epoch 1942 | loss: 0.0310173 | val_loss: 0.0312238 | Time: 1663.54 ms [2021-09-15 22:03:11 main:574] : INFO : Epoch 1943 | loss: 0.0310153 | val_loss: 0.0312449 | Time: 1618.45 ms [2021-09-15 22:03:13 main:574] : INFO : Epoch 1944 | loss: 0.0310107 | val_loss: 0.0312616 | Time: 1544.1 ms [2021-09-15 22:03:15 main:574] : INFO : Epoch 1945 | loss: 0.0310123 | val_loss: 0.0312491 | Time: 1569.06 ms [2021-09-15 22:03:16 main:574] : INFO : Epoch 1946 | loss: 0.031011 | val_loss: 0.0312522 | Time: 1601.32 ms [2021-09-15 22:03:18 main:574] : INFO : Epoch 1947 | loss: 0.0310096 | val_loss: 0.0312444 | Time: 1573.7 ms [2021-09-15 22:03:20 main:574] : INFO : Epoch 1948 | loss: 0.0310159 | val_loss: 0.0312576 | Time: 1531.65 ms [2021-09-15 22:03:22 main:574] : INFO : Epoch 1949 | loss: 0.0310189 | val_loss: 0.0312458 | Time: 1586.06 ms [2021-09-15 22:03:23 main:574] : INFO : Epoch 1950 | loss: 0.0310082 | val_loss: 0.0312391 | Time: 1538.54 ms [2021-09-15 22:03:25 main:574] : INFO : Epoch 1951 | loss: 0.0310128 | val_loss: 0.0312206 | Time: 1508.92 ms [2021-09-15 22:03:27 main:574] : INFO : Epoch 1952 | loss: 0.0310191 | val_loss: 0.031237 | Time: 1496.59 ms [2021-09-15 22:03:28 main:574] : INFO : Epoch 1953 | loss: 0.031011 | val_loss: 0.0312403 | Time: 1585.33 ms [2021-09-15 22:03:30 main:574] : INFO : Epoch 1954 | loss: 0.0310119 | val_loss: 0.03125 | Time: 1588.61 ms [2021-09-15 22:03:31 main:574] : INFO : Epoch 1955 | loss: 0.0310098 | val_loss: 0.0312406 | Time: 1468.76 ms [2021-09-15 22:03:33 main:574] : INFO : Epoch 1956 | loss: 0.0310104 | val_loss: 0.0312719 | Time: 1585.85 ms [2021-09-15 22:03:35 main:574] : INFO : Epoch 1957 | loss: 0.0310086 | val_loss: 0.0312435 | Time: 1573.11 ms [2021-09-15 22:03:36 main:574] : INFO : Epoch 1958 | loss: 0.0310073 | val_loss: 0.0312265 | Time: 1640.62 ms [2021-09-15 22:03:38 main:574] : INFO : Epoch 1959 | loss: 0.0310097 | val_loss: 0.0312287 | Time: 1587.89 ms [2021-09-15 22:03:40 main:574] : INFO : Epoch 1960 | loss: 0.0310119 | val_loss: 0.0312507 | Time: 1652.35 ms [2021-09-15 22:03:41 main:574] : INFO : Epoch 1961 | loss: 0.0310117 | val_loss: 0.0312352 | Time: 1605.42 ms [2021-09-15 22:03:43 main:574] : INFO : Epoch 1962 | loss: 0.0310133 | val_loss: 0.0312277 | Time: 1630.29 ms [2021-09-15 22:03:45 main:574] : INFO : Epoch 1963 | loss: 0.0310134 | val_loss: 0.0312386 | Time: 1538.47 ms [2021-09-15 22:03:46 main:574] : INFO : Epoch 1964 | loss: 0.0310049 | val_loss: 0.0312547 | Time: 1599.08 ms [2021-09-15 22:03:48 main:574] : INFO : Epoch 1965 | loss: 0.0310062 | val_loss: 0.0312495 | Time: 1581.03 ms [2021-09-15 22:03:50 main:574] : INFO : Epoch 1966 | loss: 0.0310093 | val_loss: 0.0312211 | Time: 1485.26 ms [2021-09-15 22:03:51 main:574] : INFO : Epoch 1967 | loss: 0.0310192 | val_loss: 0.0312243 | Time: 1518.18 ms [2021-09-15 22:03:53 main:574] : INFO : Epoch 1968 | loss: 0.031007 | val_loss: 0.0312493 | Time: 1531.07 ms [2021-09-15 22:03:55 main:574] : INFO : Epoch 1969 | loss: 0.0310149 | val_loss: 0.0312506 | Time: 1501.06 ms [2021-09-15 22:03:56 main:574] : INFO : Epoch 1970 | loss: 0.0310118 | val_loss: 0.0312156 | Time: 1554.81 ms [2021-09-15 22:03:58 main:574] : INFO : Epoch 1971 | loss: 0.0310069 | val_loss: 0.0312375 | Time: 1617.09 ms [2021-09-15 22:04:00 main:574] : INFO : Epoch 1972 | loss: 0.0310134 | val_loss: 0.0312394 | Time: 1590.7 ms [2021-09-15 22:04:01 main:574] : INFO : Epoch 1973 | loss: 0.0310148 | val_loss: 0.0312449 | Time: 1542.29 ms [2021-09-15 22:04:03 main:574] : INFO : Epoch 1974 | loss: 0.0310066 | val_loss: 0.0312475 | Time: 1565.64 ms [2021-09-15 22:04:05 main:574] : INFO : Epoch 1975 | loss: 0.031009 | val_loss: 0.031244 | Time: 1591.15 ms [2021-09-15 22:04:06 main:574] : INFO : Epoch 1976 | loss: 0.0310067 | val_loss: 0.0312562 | Time: 1616.08 ms [2021-09-15 22:04:08 main:574] : INFO : Epoch 1977 | loss: 0.0310045 | val_loss: 0.0312425 | Time: 1623.05 ms [2021-09-15 22:04:10 main:574] : INFO : Epoch 1978 | loss: 0.0310054 | val_loss: 0.0312426 | Time: 1545.98 ms [2021-09-15 22:04:11 main:574] : INFO : Epoch 1979 | loss: 0.0310066 | val_loss: 0.0312256 | Time: 1495.84 ms [2021-09-15 22:04:13 main:574] : INFO : Epoch 1980 | loss: 0.0310127 | val_loss: 0.0312404 | Time: 1525.97 ms [2021-09-15 22:04:14 main:574] : INFO : Epoch 1981 | loss: 0.0310134 | val_loss: 0.0312226 | Time: 1580.35 ms [2021-09-15 22:04:16 main:574] : INFO : Epoch 1982 | loss: 0.0310197 | val_loss: 0.0312391 | Time: 1571.29 ms [2021-09-15 22:04:18 main:574] : INFO : Epoch 1983 | loss: 0.0310108 | val_loss: 0.0312406 | Time: 1533.43 ms [2021-09-15 22:04:19 main:574] : INFO : Epoch 1984 | loss: 0.0310056 | val_loss: 0.0312335 | Time: 1449.46 ms [2021-09-15 22:04:21 main:574] : INFO : Epoch 1985 | loss: 0.0310123 | val_loss: 0.0312171 | Time: 1531.59 ms [2021-09-15 22:04:22 main:574] : INFO : Epoch 1986 | loss: 0.0310127 | val_loss: 0.03123 | Time: 1556.8 ms [2021-09-15 22:04:24 main:574] : INFO : Epoch 1987 | loss: 0.0310417 | val_loss: 0.0312311 | Time: 1600.9 ms [2021-09-15 22:04:26 main:574] : INFO : Epoch 1988 | loss: 0.0310201 | val_loss: 0.0312541 | Time: 1573.17 ms [2021-09-15 22:04:28 main:574] : INFO : Epoch 1989 | loss: 0.0310099 | val_loss: 0.0312422 | Time: 1569.54 ms [2021-09-15 22:04:29 main:574] : INFO : Epoch 1990 | loss: 0.0310112 | val_loss: 0.0312374 | Time: 1546.63 ms [2021-09-15 22:04:31 main:574] : INFO : Epoch 1991 | loss: 0.0310288 | val_loss: 0.0312343 | Time: 1548.7 ms [2021-09-15 22:04:33 main:574] : INFO : Epoch 1992 | loss: 0.0310197 | val_loss: 0.0312124 | Time: 1633.63 ms [2021-09-15 22:04:34 main:574] : INFO : Epoch 1993 | loss: 0.0310086 | val_loss: 0.0312472 | Time: 1601.01 ms [2021-09-15 22:04:36 main:574] : INFO : Epoch 1994 | loss: 0.0310062 | val_loss: 0.0312567 | Time: 1520.25 ms [2021-09-15 22:04:38 main:574] : INFO : Epoch 1995 | loss: 0.0310058 | val_loss: 0.0312246 | Time: 1509.54 ms [2021-09-15 22:04:39 main:574] : INFO : Epoch 1996 | loss: 0.0310045 | val_loss: 0.0312482 | Time: 1508.78 ms [2021-09-15 22:04:41 main:574] : INFO : Epoch 1997 | loss: 0.0310111 | val_loss: 0.0312265 | Time: 1513.09 ms [2021-09-15 22:04:43 main:574] : INFO : Epoch 1998 | loss: 0.0310134 | val_loss: 0.0312346 | Time: 1521.76 ms [2021-09-15 22:04:44 main:574] : INFO : Epoch 1999 | loss: 0.0310133 | val_loss: 0.0312328 | Time: 1583.84 ms [2021-09-15 22:04:46 main:574] : INFO : Epoch 2000 | loss: 0.0310113 | val_loss: 0.0312658 | Time: 1522.9 ms [2021-09-15 22:04:48 main:574] : INFO : Epoch 2001 | loss: 0.031006 | val_loss: 0.0312513 | Time: 1515.07 ms [2021-09-15 22:04:49 main:574] : INFO : Epoch 2002 | loss: 0.0310033 | val_loss: 0.0312436 | Time: 1491.04 ms [2021-09-15 22:04:51 main:574] : INFO : Epoch 2003 | loss: 0.0309996 | val_loss: 0.0312549 | Time: 1585.02 ms [2021-09-15 22:04:53 main:574] : INFO : Epoch 2004 | loss: 0.031 | val_loss: 0.0312605 | Time: 1667.96 ms [2021-09-15 22:04:55 main:574] : INFO : Epoch 2005 | loss: 0.0309999 | val_loss: 0.031256 | Time: 1625.4 ms [2021-09-15 22:04:56 main:574] : INFO : Epoch 2006 | loss: 0.0310054 | val_loss: 0.031228 | Time: 1632.5 ms [2021-09-15 22:04:59 main:574] : INFO : Epoch 2007 | loss: 0.0310097 | val_loss: 0.0312119 | Time: 1669.02 ms [2021-09-15 22:05:01 main:574] : INFO : Epoch 2008 | loss: 0.0310087 | val_loss: 0.031255 | Time: 1576.19 ms [2021-09-15 22:05:03 main:574] : INFO : Epoch 2009 | loss: 0.0310054 | val_loss: 0.0312415 | Time: 1558.75 ms [2021-09-15 22:05:05 main:574] : INFO : Epoch 2010 | loss: 0.0309987 | val_loss: 0.0312385 | Time: 1596.32 ms [2021-09-15 22:05:06 main:574] : INFO : Epoch 2011 | loss: 0.0309977 | val_loss: 0.0312647 | Time: 1554.43 ms [2021-09-15 22:05:08 main:574] : INFO : Epoch 2012 | loss: 0.0309999 | val_loss: 0.0312348 | Time: 1515.1 ms [2021-09-15 22:05:10 main:574] : INFO : Epoch 2013 | loss: 0.0309986 | val_loss: 0.03127 | Time: 1503.28 ms [2021-09-15 22:05:11 main:574] : INFO : Epoch 2014 | loss: 0.0310087 | val_loss: 0.0312693 | Time: 1561.99 ms [2021-09-15 22:05:13 main:574] : INFO : Epoch 2015 | loss: 0.0310059 | val_loss: 0.031261 | Time: 1553.57 ms [2021-09-15 22:05:15 main:574] : INFO : Epoch 2016 | loss: 0.0310008 | val_loss: 0.0312682 | Time: 1584.62 ms [2021-09-15 22:05:17 main:574] : INFO : Epoch 2017 | loss: 0.0310002 | val_loss: 0.0312446 | Time: 1628.07 ms [2021-09-15 22:05:19 main:574] : INFO : Epoch 2018 | loss: 0.030996 | val_loss: 0.0312681 | Time: 1611.78 ms [2021-09-15 22:05:20 main:574] : INFO : Epoch 2019 | loss: 0.0310008 | val_loss: 0.0312368 | Time: 1590.76 ms [2021-09-15 22:05:22 main:574] : INFO : Epoch 2020 | loss: 0.0310065 | val_loss: 0.0312349 | Time: 1581.23 ms [2021-09-15 22:05:24 main:574] : INFO : Epoch 2021 | loss: 0.0310033 | val_loss: 0.0312265 | Time: 1596.55 ms [2021-09-15 22:05:25 main:574] : INFO : Epoch 2022 | loss: 0.0309969 | val_loss: 0.0312546 | Time: 1604.29 ms [2021-09-15 22:05:27 main:574] : INFO : Epoch 2023 | loss: 0.0310019 | val_loss: 0.0312846 | Time: 1626.64 ms [2021-09-15 22:05:29 main:574] : INFO : Epoch 2024 | loss: 0.0310014 | val_loss: 0.0312247 | Time: 1626.21 ms [2021-09-15 22:05:30 main:574] : INFO : Epoch 2025 | loss: 0.0310049 | val_loss: 0.0312513 | Time: 1532.95 ms [2021-09-15 22:05:32 main:574] : INFO : Epoch 2026 | loss: 0.0310065 | val_loss: 0.0312361 | Time: 1504.29 ms [2021-09-15 22:05:34 main:574] : INFO : Epoch 2027 | loss: 0.0309998 | val_loss: 0.0312509 | Time: 1511.04 ms [2021-09-15 22:05:35 main:574] : INFO : Epoch 2028 | loss: 0.0309982 | val_loss: 0.031249 | Time: 1629.29 ms [2021-09-15 22:05:37 main:574] : INFO : Epoch 2029 | loss: 0.0309996 | val_loss: 0.0312491 | Time: 1628.54 ms [2021-09-15 22:05:39 main:574] : INFO : Epoch 2030 | loss: 0.0309956 | val_loss: 0.0312472 | Time: 1610.76 ms [2021-09-15 22:05:40 main:574] : INFO : Epoch 2031 | loss: 0.0309963 | val_loss: 0.0312856 | Time: 1546.58 ms [2021-09-15 22:05:42 main:574] : INFO : Epoch 2032 | loss: 0.0310011 | val_loss: 0.0312605 | Time: 1498.11 ms [2021-09-15 22:05:44 main:574] : INFO : Epoch 2033 | loss: 0.0309968 | val_loss: 0.0312331 | Time: 1584.05 ms [2021-09-15 22:05:45 main:574] : INFO : Epoch 2034 | loss: 0.031 | val_loss: 0.0312529 | Time: 1609.25 ms [2021-09-15 22:05:47 main:574] : INFO : Epoch 2035 | loss: 0.031009 | val_loss: 0.031227 | Time: 1685.27 ms [2021-09-15 22:05:49 main:574] : INFO : Epoch 2036 | loss: 0.0310036 | val_loss: 0.0312785 | Time: 1629.92 ms [2021-09-15 22:05:51 main:574] : INFO : Epoch 2037 | loss: 0.0310021 | val_loss: 0.0312378 | Time: 1622.67 ms [2021-09-15 22:05:52 main:574] : INFO : Epoch 2038 | loss: 0.0310041 | val_loss: 0.0312645 | Time: 1588.98 ms [2021-09-15 22:05:54 main:574] : INFO : Epoch 2039 | loss: 0.0310017 | val_loss: 0.0312648 | Time: 1571.77 ms [2021-09-15 22:05:56 main:574] : INFO : Epoch 2040 | loss: 0.0309945 | val_loss: 0.0312645 | Time: 1534.95 ms [2021-09-15 22:05:57 main:574] : INFO : Epoch 2041 | loss: 0.0309966 | val_loss: 0.0312442 | Time: 1552.19 ms [2021-09-15 22:05:59 main:574] : INFO : Epoch 2042 | loss: 0.0309995 | val_loss: 0.0312428 | Time: 1578.4 ms [2021-09-15 22:06:01 main:574] : INFO : Epoch 2043 | loss: 0.031 | val_loss: 0.0312456 | Time: 1576.26 ms [2021-09-15 22:06:02 main:574] : INFO : Epoch 2044 | loss: 0.0310007 | val_loss: 0.0312736 | Time: 1506.14 ms [2021-09-15 22:06:04 main:574] : INFO : Epoch 2045 | loss: 0.0309956 | val_loss: 0.0312518 | Time: 1515.75 ms [2021-09-15 22:06:06 main:574] : INFO : Epoch 2046 | loss: 0.030994 | val_loss: 0.0312391 | Time: 1506.98 ms [2021-09-15 22:06:07 main:574] : INFO : Epoch 2047 | loss: 0.0310031 | val_loss: 0.031245 | Time: 1588.73 ms [2021-09-15 22:06:09 main:574] : INFO : Epoch 2048 | loss: 0.031003 | val_loss: 0.0312413 | Time: 1588.97 ms [2021-09-15 22:06:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312413 [2021-09-15 22:06:09 main:603] : INFO : Saving end state to config to file [2021-09-15 22:06:09 main:608] : INFO : Success, exiting.. 22:06:09 (10696): 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)