Task 7688490
| Name | ParityModified-1631730981-18500-3_0 |
| Workunit | 5336833 |
| Created | 29 Sep 2021, 4:10:08 UTC |
| Sent | 7 Oct 2021, 2:42:35 UTC |
| Report deadline | 14 Oct 2021, 2:42:35 UTC |
| Received | 7 Oct 2021, 16:50:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 14 sec |
| CPU time | 50 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :58 main:581] : INFO : Epoch 1538 | loss: 0.0311693 | val_loss: 0.0311745 | Time: 1488.82 ms [2021-10-07 12:38:00 main:581] : INFO : Epoch 1539 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 1469.14 ms [2021-10-07 12:38:01 main:581] : INFO : Epoch 1540 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 1461.67 ms [2021-10-07 12:38:03 main:581] : INFO : Epoch 1541 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 1471.22 ms [2021-10-07 12:38:04 main:581] : INFO : Epoch 1542 | loss: 0.0311675 | val_loss: 0.0311779 | Time: 1453.09 ms [2021-10-07 12:38:06 main:581] : INFO : Epoch 1543 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 1475.92 ms [2021-10-07 12:38:07 main:581] : INFO : Epoch 1544 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 1468.88 ms [2021-10-07 12:38:09 main:581] : INFO : Epoch 1545 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 1472.15 ms [2021-10-07 12:38:10 main:581] : INFO : Epoch 1546 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 1441.44 ms [2021-10-07 12:38:12 main:581] : INFO : Epoch 1547 | loss: 0.031169 | val_loss: 0.0311757 | Time: 1465.01 ms [2021-10-07 12:38:13 main:581] : INFO : Epoch 1548 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 1443.34 ms [2021-10-07 12:38:15 main:581] : INFO : Epoch 1549 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 1462.58 ms [2021-10-07 12:38:16 main:581] : INFO : Epoch 1550 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 1481.6 ms [2021-10-07 12:38:17 main:581] : INFO : Epoch 1551 | loss: 0.031171 | val_loss: 0.0311766 | Time: 1449.62 ms [2021-10-07 12:38:19 main:581] : INFO : Epoch 1552 | loss: 0.0311729 | val_loss: 0.0311825 | Time: 1489.27 ms [2021-10-07 12:38:20 main:581] : INFO : Epoch 1553 | loss: 0.0311756 | val_loss: 0.031176 | Time: 1449.41 ms [2021-10-07 12:38:22 main:581] : INFO : Epoch 1554 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 1443.66 ms [2021-10-07 12:38:23 main:581] : INFO : Epoch 1555 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 1428.91 ms [2021-10-07 12:38:25 main:581] : INFO : Epoch 1556 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 1485.03 ms [2021-10-07 12:38:26 main:581] : INFO : Epoch 1557 | loss: 0.0311716 | val_loss: 0.0311746 | Time: 1476.48 ms [2021-10-07 12:38:28 main:581] : INFO : Epoch 1558 | loss: 0.0311694 | val_loss: 0.0311766 | Time: 1503.58 ms [2021-10-07 12:38:29 main:581] : INFO : Epoch 1559 | loss: 0.0311684 | val_loss: 0.0311771 | Time: 1507.98 ms [2021-10-07 12:38:31 main:581] : INFO : Epoch 1560 | loss: 0.0311693 | val_loss: 0.0311746 | Time: 1471.49 ms [2021-10-07 12:38:32 main:581] : INFO : Epoch 1561 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 1485.75 ms [2021-10-07 12:38:34 main:581] : INFO : Epoch 1562 | loss: 0.031168 | val_loss: 0.0311762 | Time: 1490.59 ms [2021-10-07 12:38:35 main:581] : INFO : Epoch 1563 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1500.28 ms [2021-10-07 12:38:37 main:581] : INFO : Epoch 1564 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 1472.59 ms [2021-10-07 12:38:38 main:581] : INFO : Epoch 1565 | loss: 0.0311706 | val_loss: 0.031175 | Time: 1467.88 ms [2021-10-07 12:38:40 main:581] : INFO : Epoch 1566 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 1470.44 ms [2021-10-07 12:38:41 main:581] : INFO : Epoch 1567 | loss: 0.0311679 | val_loss: 0.0311761 | Time: 1521.29 ms [2021-10-07 12:38:43 main:581] : INFO : Epoch 1568 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 1452.59 ms [2021-10-07 12:38:44 main:581] : INFO : Epoch 1569 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 1505.5 ms [2021-10-07 12:38:46 main:581] : INFO : Epoch 1570 | loss: 0.0311669 | val_loss: 0.0311735 | Time: 1476.68 ms [2021-10-07 12:38:47 main:581] : INFO : Epoch 1571 | loss: 0.0311665 | val_loss: 0.031176 | Time: 1480.07 ms [2021-10-07 12:38:49 main:581] : INFO : Epoch 1572 | loss: 0.0311668 | val_loss: 0.0311768 | Time: 1487.74 ms [2021-10-07 12:38:50 main:581] : INFO : Epoch 1573 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 1469.87 ms [2021-10-07 12:38:51 main:581] : INFO : Epoch 1574 | loss: 0.0311676 | val_loss: 0.0311765 | Time: 1463.51 ms [2021-10-07 12:38:53 main:581] : INFO : Epoch 1575 | loss: 0.0311672 | val_loss: 0.031176 | Time: 1467.34 ms [2021-10-07 12:38:54 main:581] : INFO : Epoch 1576 | loss: 0.0311665 | val_loss: 0.0311762 | Time: 1432.19 ms [2021-10-07 12:38:56 main:581] : INFO : Epoch 1577 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 1451.44 ms [2021-10-07 12:38:57 main:581] : INFO : Epoch 1578 | loss: 0.0311677 | val_loss: 0.0311783 | Time: 1460.82 ms [2021-10-07 12:38:59 main:581] : INFO : Epoch 1579 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 1471.71 ms [2021-10-07 12:39:00 main:581] : INFO : Epoch 1580 | loss: 0.0311678 | val_loss: 0.031178 | Time: 1448.89 ms [2021-10-07 12:39:02 main:581] : INFO : Epoch 1581 | loss: 0.0311671 | val_loss: 0.0311798 | Time: 1452.13 ms [2021-10-07 12:39:03 main:581] : INFO : Epoch 1582 | loss: 0.031169 | val_loss: 0.0311764 | Time: 1439.42 ms [2021-10-07 12:39:05 main:581] : INFO : Epoch 1583 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 1431.09 ms [2021-10-07 12:39:06 main:581] : INFO : Epoch 1584 | loss: 0.0311655 | val_loss: 0.0311754 | Time: 1463.14 ms [2021-10-07 12:39:07 main:581] : INFO : Epoch 1585 | loss: 0.0311661 | val_loss: 0.0311793 | Time: 1465.56 ms [2021-10-07 12:39:09 main:581] : INFO : Epoch 1586 | loss: 0.0311652 | val_loss: 0.0311759 | Time: 1466.7 ms [2021-10-07 12:39:10 main:581] : INFO : Epoch 1587 | loss: 0.0311643 | val_loss: 0.0311793 | Time: 1461.34 ms [2021-10-07 12:39:12 main:581] : INFO : Epoch 1588 | loss: 0.0311654 | val_loss: 0.0311773 | Time: 1459.89 ms [2021-10-07 12:39:13 main:581] : INFO : Epoch 1589 | loss: 0.0311645 | val_loss: 0.0311773 | Time: 1477.15 ms [2021-10-07 12:39:15 main:581] : INFO : Epoch 1590 | loss: 0.0311656 | val_loss: 0.0311794 | Time: 1474 ms [2021-10-07 12:39:16 main:581] : INFO : Epoch 1591 | loss: 0.0311666 | val_loss: 0.0311773 | Time: 1457.98 ms [2021-10-07 12:39:18 main:581] : INFO : Epoch 1592 | loss: 0.0311653 | val_loss: 0.0311776 | Time: 1444 ms [2021-10-07 12:39:19 main:581] : INFO : Epoch 1593 | loss: 0.0311683 | val_loss: 0.0311795 | Time: 1466.04 ms [2021-10-07 12:39:21 main:581] : INFO : Epoch 1594 | loss: 0.0311682 | val_loss: 0.0311779 | Time: 1468.83 ms [2021-10-07 12:39:22 main:581] : INFO : Epoch 1595 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 1455.05 ms [2021-10-07 12:39:24 main:581] : INFO : Epoch 1596 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 1467.55 ms [2021-10-07 12:39:25 main:581] : INFO : Epoch 1597 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 1463.81 ms [2021-10-07 12:39:26 main:581] : INFO : Epoch 1598 | loss: 0.0311663 | val_loss: 0.031173 | Time: 1476.08 ms [2021-10-07 12:39:28 main:581] : INFO : Epoch 1599 | loss: 0.0311687 | val_loss: 0.0311806 | Time: 1469.1 ms [2021-10-07 12:39:29 main:581] : INFO : Epoch 1600 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 1447.33 ms [2021-10-07 12:39:31 main:581] : INFO : Epoch 1601 | loss: 0.0311687 | val_loss: 0.0311765 | Time: 1528.38 ms [2021-10-07 12:39:32 main:581] : INFO : Epoch 1602 | loss: 0.0311877 | val_loss: 0.0315329 | Time: 1549.84 ms [2021-10-07 12:39:34 main:581] : INFO : Epoch 1603 | loss: 0.0367765 | val_loss: 0.0326645 | Time: 1590.44 ms [2021-10-07 12:39:36 main:581] : INFO : Epoch 1604 | loss: 0.0343317 | val_loss: 0.0318734 | Time: 1525.25 ms [2021-10-07 12:39:37 main:581] : INFO : Epoch 1605 | loss: 0.0314352 | val_loss: 0.0312567 | Time: 1534.22 ms [2021-10-07 12:39:39 main:581] : INFO : Epoch 1606 | loss: 0.0312328 | val_loss: 0.0312116 | Time: 1476.16 ms [2021-10-07 12:39:40 main:581] : INFO : Epoch 1607 | loss: 0.0312038 | val_loss: 0.0311983 | Time: 1467.2 ms [2021-10-07 12:39:42 main:581] : INFO : Epoch 1608 | loss: 0.0311963 | val_loss: 0.0311918 | Time: 1442.3 ms [2021-10-07 12:39:43 main:581] : INFO : Epoch 1609 | loss: 0.0311927 | val_loss: 0.0311892 | Time: 1444.82 ms [2021-10-07 12:39:44 main:581] : INFO : Epoch 1610 | loss: 0.0311908 | val_loss: 0.0311884 | Time: 1446.76 ms [2021-10-07 12:39:46 main:581] : INFO : Epoch 1611 | loss: 0.0311899 | val_loss: 0.0311879 | Time: 1476.2 ms [2021-10-07 12:39:47 main:581] : INFO : Epoch 1612 | loss: 0.0311896 | val_loss: 0.0311873 | Time: 1467.82 ms [2021-10-07 12:39:49 main:581] : INFO : Epoch 1613 | loss: 0.0311904 | val_loss: 0.0311875 | Time: 1476.61 ms [2021-10-07 12:39:50 main:581] : INFO : Epoch 1614 | loss: 0.031189 | val_loss: 0.0311872 | Time: 1456.8 ms [2021-10-07 12:39:52 main:581] : INFO : Epoch 1615 | loss: 0.0311885 | val_loss: 0.0311871 | Time: 1450.1 ms [2021-10-07 12:39:53 main:581] : INFO : Epoch 1616 | loss: 0.0311889 | val_loss: 0.0311873 | Time: 1491.53 ms [2021-10-07 12:39:55 main:581] : INFO : Epoch 1617 | loss: 0.03119 | val_loss: 0.0311872 | Time: 1492.72 ms [2021-10-07 12:39:56 main:581] : INFO : Epoch 1618 | loss: 0.0311909 | val_loss: 0.0311872 | Time: 1462.51 ms [2021-10-07 12:39:58 main:581] : INFO : Epoch 1619 | loss: 0.031189 | val_loss: 0.0311888 | Time: 1478.23 ms [2021-10-07 12:39:59 main:581] : INFO : Epoch 1620 | loss: 0.0311887 | val_loss: 0.0311879 | Time: 1476.69 ms [2021-10-07 12:40:01 main:581] : INFO : Epoch 1621 | loss: 0.031189 | val_loss: 0.0311876 | Time: 1494.19 ms [2021-10-07 12:40:02 main:581] : INFO : Epoch 1622 | loss: 0.0311886 | val_loss: 0.0311876 | Time: 1459.9 ms [2021-10-07 12:40:04 main:581] : INFO : Epoch 1623 | loss: 0.0311882 | val_loss: 0.0311875 | Time: 1465.52 ms [2021-10-07 12:40:05 main:581] : INFO : Epoch 1624 | loss: 0.0311884 | val_loss: 0.031189 | Time: 1488.5 ms [2021-10-07 12:40:07 main:581] : INFO : Epoch 1625 | loss: 0.0311892 | val_loss: 0.0311876 | Time: 1468.94 ms [2021-10-07 12:40:08 main:581] : INFO : Epoch 1626 | loss: 0.0311895 | val_loss: 0.0311925 | Time: 1448.25 ms [2021-10-07 12:40:09 main:581] : INFO : Epoch 1627 | loss: 0.0311943 | val_loss: 0.0311891 | Time: 1478.47 ms [2021-10-07 12:40:11 main:581] : INFO : Epoch 1628 | loss: 0.0311896 | val_loss: 0.0311889 | Time: 1454.78 ms [2021-10-07 12:40:12 main:581] : INFO : Epoch 1629 | loss: 0.0311883 | val_loss: 0.0311891 | Time: 1465.98 ms [2021-10-07 12:40:14 main:581] : INFO : Epoch 1630 | loss: 0.0311896 | val_loss: 0.031191 | Time: 1497.49 ms [2021-10-07 12:40:15 main:581] : INFO : Epoch 1631 | loss: 0.0311873 | val_loss: 0.0311873 | Time: 1484.06 ms [2021-10-07 12:40:17 main:581] : INFO : Epoch 1632 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 1455.78 ms [2021-10-07 12:40:18 main:581] : INFO : Epoch 1633 | loss: 0.0311871 | val_loss: 0.0311876 | Time: 1470.95 ms [2021-10-07 12:40:20 main:581] : INFO : Epoch 1634 | loss: 0.0311873 | val_loss: 0.0311874 | Time: 1471.95 ms [2021-10-07 12:40:21 main:581] : INFO : Epoch 1635 | loss: 0.0311865 | val_loss: 0.0311877 | Time: 1482.54 ms [2021-10-07 12:40:23 main:581] : INFO : Epoch 1636 | loss: 0.0311869 | val_loss: 0.0311881 | Time: 1464.19 ms [2021-10-07 12:40:24 main:581] : INFO : Epoch 1637 | loss: 0.0311857 | val_loss: 0.031186 | Time: 1453.11 ms [2021-10-07 12:40:26 main:581] : INFO : Epoch 1638 | loss: 0.0311862 | val_loss: 0.031187 | Time: 1470.66 ms [2021-10-07 12:40:27 main:581] : INFO : Epoch 1639 | loss: 0.0311856 | val_loss: 0.0311875 | Time: 1511.32 ms [2021-10-07 12:40:29 main:581] : INFO : Epoch 1640 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 1470.65 ms [2021-10-07 12:40:30 main:581] : INFO : Epoch 1641 | loss: 0.0311854 | val_loss: 0.0311856 | Time: 1423.97 ms [2021-10-07 12:40:31 main:581] : INFO : Epoch 1642 | loss: 0.0311848 | val_loss: 0.0311863 | Time: 1466.3 ms [2021-10-07 12:40:33 main:581] : INFO : Epoch 1643 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 1454.08 ms [2021-10-07 12:40:34 main:581] : INFO : Epoch 1644 | loss: 0.0311856 | val_loss: 0.0311961 | Time: 1435.11 ms [2021-10-07 12:40:36 main:581] : INFO : Epoch 1645 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 1437.04 ms [2021-10-07 12:40:37 main:581] : INFO : Epoch 1646 | loss: 0.0311859 | val_loss: 0.0311865 | Time: 1451 ms [2021-10-07 12:40:39 main:581] : INFO : Epoch 1647 | loss: 0.0311844 | val_loss: 0.0311867 | Time: 1458.5 ms [2021-10-07 12:40:40 main:581] : INFO : Epoch 1648 | loss: 0.0311835 | val_loss: 0.0311863 | Time: 1471.27 ms [2021-10-07 12:40:42 main:581] : INFO : Epoch 1649 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 1442.62 ms [2021-10-07 12:40:43 main:581] : INFO : Epoch 1650 | loss: 0.0311856 | val_loss: 0.0311879 | Time: 1454.94 ms [2021-10-07 12:40:45 main:581] : INFO : Epoch 1651 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 1473.74 ms [2021-10-07 12:40:46 main:581] : INFO : Epoch 1652 | loss: 0.0311847 | val_loss: 0.0311883 | Time: 1476.43 ms [2021-10-07 12:40:48 main:581] : INFO : Epoch 1653 | loss: 0.0311835 | val_loss: 0.0311851 | Time: 1477.66 ms [2021-10-07 12:40:49 main:581] : INFO : Epoch 1654 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 1457.97 ms [2021-10-07 12:40:50 main:581] : INFO : Epoch 1655 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 1454.56 ms [2021-10-07 12:40:52 main:581] : INFO : Epoch 1656 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 1481.86 ms [2021-10-07 12:40:53 main:581] : INFO : Epoch 1657 | loss: 0.0311816 | val_loss: 0.0311852 | Time: 1481.67 ms [2021-10-07 12:40:55 main:581] : INFO : Epoch 1658 | loss: 0.0311839 | val_loss: 0.0311888 | Time: 1482.94 ms [2021-10-07 12:40:56 main:581] : INFO : Epoch 1659 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 1510.55 ms [2021-10-07 12:40:58 main:581] : INFO : Epoch 1660 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 1492.74 ms [2021-10-07 12:40:59 main:581] : INFO : Epoch 1661 | loss: 0.0311764 | val_loss: 0.0311784 | Time: 1462.75 ms [2021-10-07 12:41:01 main:581] : INFO : Epoch 1662 | loss: 0.031175 | val_loss: 0.0311787 | Time: 1460.31 ms [2021-10-07 12:41:02 main:581] : INFO : Epoch 1663 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 1479.2 ms [2021-10-07 12:41:04 main:581] : INFO : Epoch 1664 | loss: 0.031173 | val_loss: 0.0311778 | Time: 1472.04 ms [2021-10-07 12:41:05 main:581] : INFO : Epoch 1665 | loss: 0.0311721 | val_loss: 0.0311779 | Time: 1425.46 ms [2021-10-07 12:41:07 main:581] : INFO : Epoch 1666 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 1460.24 ms [2021-10-07 12:41:08 main:581] : INFO : Epoch 1667 | loss: 0.0311734 | val_loss: 0.0311786 | Time: 1471.25 ms [2021-10-07 12:41:10 main:581] : INFO : Epoch 1668 | loss: 0.0311718 | val_loss: 0.0311781 | Time: 1459.34 ms [2021-10-07 12:41:11 main:581] : INFO : Epoch 1669 | loss: 0.031171 | val_loss: 0.031177 | Time: 1455.99 ms [2021-10-07 12:41:12 main:581] : INFO : Epoch 1670 | loss: 0.0311716 | val_loss: 0.0311787 | Time: 1449.45 ms [2021-10-07 12:41:14 main:581] : INFO : Epoch 1671 | loss: 0.0311716 | val_loss: 0.031177 | Time: 1432.33 ms [2021-10-07 12:41:15 main:581] : INFO : Epoch 1672 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 1452.14 ms [2021-10-07 12:41:17 main:581] : INFO : Epoch 1673 | loss: 0.0311707 | val_loss: 0.0311761 | Time: 1458.69 ms [2021-10-07 12:41:18 main:581] : INFO : Epoch 1674 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 1449.53 ms [2021-10-07 12:41:20 main:581] : INFO : Epoch 1675 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 1488.38 ms [2021-10-07 12:41:21 main:581] : INFO : Epoch 1676 | loss: 0.0311719 | val_loss: 0.0311819 | Time: 1477.16 ms [2021-10-07 12:41:23 main:581] : INFO : Epoch 1677 | loss: 0.031172 | val_loss: 0.0311763 | Time: 1463.75 ms [2021-10-07 12:41:24 main:581] : INFO : Epoch 1678 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 1469.71 ms [2021-10-07 12:41:26 main:581] : INFO : Epoch 1679 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 1485.01 ms [2021-10-07 12:41:27 main:581] : INFO : Epoch 1680 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 1463.51 ms [2021-10-07 12:41:29 main:581] : INFO : Epoch 1681 | loss: 0.0311708 | val_loss: 0.0311829 | Time: 1483.42 ms [2021-10-07 12:41:30 main:581] : INFO : Epoch 1682 | loss: 0.0311718 | val_loss: 0.0311826 | Time: 1452.87 ms [2021-10-07 12:41:32 main:581] : INFO : Epoch 1683 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 1506.87 ms [2021-10-07 12:41:33 main:581] : INFO : Epoch 1684 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 1482.84 ms [2021-10-07 12:41:35 main:581] : INFO : Epoch 1685 | loss: 0.0311677 | val_loss: 0.0311764 | Time: 1490.17 ms [2021-10-07 12:41:36 main:581] : INFO : Epoch 1686 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 1459.85 ms [2021-10-07 12:41:37 main:581] : INFO : Epoch 1687 | loss: 0.0311683 | val_loss: 0.0311776 | Time: 1471.37 ms [2021-10-07 12:41:39 main:581] : INFO : Epoch 1688 | loss: 0.0311708 | val_loss: 0.0311771 | Time: 1484.82 ms [2021-10-07 12:41:40 main:581] : INFO : Epoch 1689 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 1496.85 ms [2021-10-07 12:41:42 main:581] : INFO : Epoch 1690 | loss: 0.0311719 | val_loss: 0.031181 | Time: 1491.29 ms [2021-10-07 12:41:43 main:581] : INFO : Epoch 1691 | loss: 0.0311694 | val_loss: 0.0311794 | Time: 1456.81 ms [2021-10-07 12:41:45 main:581] : INFO : Epoch 1692 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 1468.11 ms [2021-10-07 12:41:46 main:581] : INFO : Epoch 1693 | loss: 0.0311685 | val_loss: 0.0311786 | Time: 1472.82 ms [2021-10-07 12:41:48 main:581] : INFO : Epoch 1694 | loss: 0.031168 | val_loss: 0.0311783 | Time: 1447.68 ms [2021-10-07 12:41:49 main:581] : INFO : Epoch 1695 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 1466.49 ms [2021-10-07 12:41:51 main:581] : INFO : Epoch 1696 | loss: 0.0311669 | val_loss: 0.0311792 | Time: 1453.69 ms [2021-10-07 12:41:52 main:581] : INFO : Epoch 1697 | loss: 0.0311696 | val_loss: 0.0311768 | Time: 1509.08 ms [2021-10-07 12:41:54 main:581] : INFO : Epoch 1698 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 1616.58 ms [2021-10-07 12:41:55 main:581] : INFO : Epoch 1699 | loss: 0.0311715 | val_loss: 0.0311821 | Time: 1505.71 ms [2021-10-07 12:41:57 main:581] : INFO : Epoch 1700 | loss: 0.0311745 | val_loss: 0.0311818 | Time: 1472.23 ms [2021-10-07 12:41:58 main:581] : INFO : Epoch 1701 | loss: 0.0311716 | val_loss: 0.0311778 | Time: 1424 ms [2021-10-07 12:42:00 main:581] : INFO : Epoch 1702 | loss: 0.0311705 | val_loss: 0.031179 | Time: 1465.48 ms [2021-10-07 12:42:01 main:581] : INFO : Epoch 1703 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 1483.88 ms [2021-10-07 12:42:03 main:581] : INFO : Epoch 1704 | loss: 0.031168 | val_loss: 0.0311792 | Time: 1487.77 ms [2021-10-07 12:42:04 main:581] : INFO : Epoch 1705 | loss: 0.0311681 | val_loss: 0.0311791 | Time: 1448.8 ms [2021-10-07 12:42:06 main:581] : INFO : Epoch 1706 | loss: 0.0311678 | val_loss: 0.0311785 | Time: 1462.87 ms [2021-10-07 12:42:07 main:581] : INFO : Epoch 1707 | loss: 0.0311682 | val_loss: 0.031177 | Time: 1460.97 ms [2021-10-07 12:42:09 main:581] : INFO : Epoch 1708 | loss: 0.031168 | val_loss: 0.0311776 | Time: 1478.44 ms [2021-10-07 12:42:10 main:581] : INFO : Epoch 1709 | loss: 0.0311676 | val_loss: 0.0311775 | Time: 1477.99 ms [2021-10-07 12:42:11 main:581] : INFO : Epoch 1710 | loss: 0.031167 | val_loss: 0.031178 | Time: 1475.1 ms [2021-10-07 12:42:13 main:581] : INFO : Epoch 1711 | loss: 0.0311676 | val_loss: 0.0311805 | Time: 1470.39 ms [2021-10-07 12:42:14 main:581] : INFO : Epoch 1712 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 1518.77 ms [2021-10-07 12:42:16 main:581] : INFO : Epoch 1713 | loss: 0.0311723 | val_loss: 0.0311846 | Time: 1479.19 ms [2021-10-07 12:42:17 main:581] : INFO : Epoch 1714 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 1446.86 ms [2021-10-07 12:42:19 main:581] : INFO : Epoch 1715 | loss: 0.0311722 | val_loss: 0.0311801 | Time: 1517.84 ms [2021-10-07 12:42:20 main:581] : INFO : Epoch 1716 | loss: 0.0311708 | val_loss: 0.0311797 | Time: 1509.18 ms [2021-10-07 12:42:22 main:581] : INFO : Epoch 1717 | loss: 0.0311706 | val_loss: 0.0311822 | Time: 1492.76 ms [2021-10-07 12:42:23 main:581] : INFO : Epoch 1718 | loss: 0.0311711 | val_loss: 0.0311804 | Time: 1469.45 ms [2021-10-07 12:42:25 main:581] : INFO : Epoch 1719 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 1457.28 ms [2021-10-07 12:42:26 main:581] : INFO : Epoch 1720 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 1473.29 ms [2021-10-07 12:42:28 main:581] : INFO : Epoch 1721 | loss: 0.0311688 | val_loss: 0.0311804 | Time: 1459.59 ms [2021-10-07 12:42:29 main:581] : INFO : Epoch 1722 | loss: 0.031171 | val_loss: 0.0311871 | Time: 1441.73 ms [2021-10-07 12:42:31 main:581] : INFO : Epoch 1723 | loss: 0.0311688 | val_loss: 0.0311796 | Time: 1467.59 ms [2021-10-07 12:42:32 main:581] : INFO : Epoch 1724 | loss: 0.0311686 | val_loss: 0.03118 | Time: 1469.59 ms [2021-10-07 12:42:34 main:581] : INFO : Epoch 1725 | loss: 0.0311684 | val_loss: 0.03118 | Time: 1486.71 ms [2021-10-07 12:42:35 main:581] : INFO : Epoch 1726 | loss: 0.0311687 | val_loss: 0.03118 | Time: 1476.14 ms [2021-10-07 12:42:37 main:581] : INFO : Epoch 1727 | loss: 0.031167 | val_loss: 0.0311816 | Time: 1445.69 ms [2021-10-07 12:42:38 main:581] : INFO : Epoch 1728 | loss: 0.0311693 | val_loss: 0.0311823 | Time: 1455.27 ms [2021-10-07 12:42:39 main:581] : INFO : Epoch 1729 | loss: 0.0311684 | val_loss: 0.0311813 | Time: 1453.55 ms [2021-10-07 12:42:41 main:581] : INFO : Epoch 1730 | loss: 0.0311677 | val_loss: 0.0311808 | Time: 1466.49 ms [2021-10-07 12:42:42 main:581] : INFO : Epoch 1731 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 1435.09 ms [2021-10-07 12:42:44 main:581] : INFO : Epoch 1732 | loss: 0.0311689 | val_loss: 0.0311848 | Time: 1443.18 ms [2021-10-07 12:42:45 main:581] : INFO : Epoch 1733 | loss: 0.0311684 | val_loss: 0.0311839 | Time: 1487.01 ms [2021-10-07 12:42:47 main:581] : INFO : Epoch 1734 | loss: 0.0311674 | val_loss: 0.0311802 | Time: 1461.83 ms [2021-10-07 12:42:48 main:581] : INFO : Epoch 1735 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 1492.89 ms [2021-10-07 12:42:50 main:581] : INFO : Epoch 1736 | loss: 0.0311665 | val_loss: 0.0311799 | Time: 1479.99 ms [2021-10-07 12:42:51 main:581] : INFO : Epoch 1737 | loss: 0.0311676 | val_loss: 0.0311823 | Time: 1461.72 ms [2021-10-07 12:42:53 main:581] : INFO : Epoch 1738 | loss: 0.0311685 | val_loss: 0.0311798 | Time: 1470.28 ms [2021-10-07 12:42:54 main:581] : INFO : Epoch 1739 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 1471.03 ms [2021-10-07 12:42:56 main:581] : INFO : Epoch 1740 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 1446.42 ms [2021-10-07 12:42:57 main:581] : INFO : Epoch 1741 | loss: 0.0311661 | val_loss: 0.0311798 | Time: 1457.39 ms [2021-10-07 12:42:59 main:581] : INFO : Epoch 1742 | loss: 0.0311662 | val_loss: 0.0311811 | Time: 1469.51 ms [2021-10-07 12:43:00 main:581] : INFO : Epoch 1743 | loss: 0.0311665 | val_loss: 0.0311817 | Time: 1450.4 ms [2021-10-07 12:43:01 main:581] : INFO : Epoch 1744 | loss: 0.0311671 | val_loss: 0.0311807 | Time: 1478.21 ms [2021-10-07 12:43:03 main:581] : INFO : Epoch 1745 | loss: 0.0311664 | val_loss: 0.0311801 | Time: 1466.72 ms [2021-10-07 12:43:04 main:581] : INFO : Epoch 1746 | loss: 0.0311676 | val_loss: 0.0311782 | Time: 1442.97 ms [2021-10-07 12:43:06 main:581] : INFO : Epoch 1747 | loss: 0.0311659 | val_loss: 0.0311789 | Time: 1458.66 ms [2021-10-07 12:43:07 main:581] : INFO : Epoch 1748 | loss: 0.0311658 | val_loss: 0.0311783 | Time: 1433.85 ms [2021-10-07 12:43:09 main:581] : INFO : Epoch 1749 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1460.74 ms [2021-10-07 12:43:10 main:581] : INFO : Epoch 1750 | loss: 0.0311698 | val_loss: 0.0311846 | Time: 1439.41 ms [2021-10-07 12:43:12 main:581] : INFO : Epoch 1751 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 1448.05 ms [2021-10-07 12:43:13 main:581] : INFO : Epoch 1752 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 1480.42 ms [2021-10-07 12:43:15 main:581] : INFO : Epoch 1753 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 1494.27 ms [2021-10-07 12:43:16 main:581] : INFO : Epoch 1754 | loss: 0.0311727 | val_loss: 0.0311745 | Time: 1509.2 ms [2021-10-07 12:43:18 main:581] : INFO : Epoch 1755 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 1501.13 ms [2021-10-07 12:43:19 main:581] : INFO : Epoch 1756 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 1442.85 ms [2021-10-07 12:43:21 main:581] : INFO : Epoch 1757 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 1480.96 ms [2021-10-07 12:43:22 main:581] : INFO : Epoch 1758 | loss: 0.0311705 | val_loss: 0.0311729 | Time: 1610.78 ms [2021-10-07 12:43:24 main:581] : INFO : Epoch 1759 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 1440.15 ms [2021-10-07 12:43:25 main:581] : INFO : Epoch 1760 | loss: 0.0311694 | val_loss: 0.0311751 | Time: 1464.6 ms [2021-10-07 12:43:26 main:581] : INFO : Epoch 1761 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 1455.76 ms [2021-10-07 12:43:28 main:581] : INFO : Epoch 1762 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 1458.83 ms [2021-10-07 12:43:29 main:581] : INFO : Epoch 1763 | loss: 0.0311684 | val_loss: 0.0311709 | Time: 1471.62 ms [2021-10-07 12:43:31 main:581] : INFO : Epoch 1764 | loss: 0.0311684 | val_loss: 0.0311716 | Time: 1461.3 ms [2021-10-07 12:43:32 main:581] : INFO : Epoch 1765 | loss: 0.031168 | val_loss: 0.0311724 | Time: 1469.28 ms [2021-10-07 12:43:34 main:581] : INFO : Epoch 1766 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 1473.03 ms [2021-10-07 12:43:35 main:581] : INFO : Epoch 1767 | loss: 0.0311666 | val_loss: 0.0311718 | Time: 1479.93 ms [2021-10-07 12:43:37 main:581] : INFO : Epoch 1768 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 1460.67 ms [2021-10-07 12:43:38 main:581] : INFO : Epoch 1769 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 1472.56 ms [2021-10-07 12:43:40 main:581] : INFO : Epoch 1770 | loss: 0.031166 | val_loss: 0.0311734 | Time: 1465.73 ms [2021-10-07 12:43:41 main:581] : INFO : Epoch 1771 | loss: 0.031166 | val_loss: 0.0311714 | Time: 1482.4 ms [2021-10-07 12:43:43 main:581] : INFO : Epoch 1772 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 1489.88 ms [2021-10-07 12:43:44 main:581] : INFO : Epoch 1773 | loss: 0.031166 | val_loss: 0.031173 | Time: 1472.98 ms [2021-10-07 12:43:46 main:581] : INFO : Epoch 1774 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 1449.3 ms [2021-10-07 12:43:47 main:581] : INFO : Epoch 1775 | loss: 0.0311668 | val_loss: 0.0311708 | Time: 1492.56 ms [2021-10-07 12:43:49 main:581] : INFO : Epoch 1776 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 1492.54 ms [2021-10-07 12:43:50 main:581] : INFO : Epoch 1777 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 1470.51 ms [2021-10-07 12:43:52 main:581] : INFO : Epoch 1778 | loss: 0.031165 | val_loss: 0.0311707 | Time: 1482 ms [2021-10-07 12:43:53 main:581] : INFO : Epoch 1779 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 1473.01 ms [2021-10-07 12:43:54 main:581] : INFO : Epoch 1780 | loss: 0.031165 | val_loss: 0.0311757 | Time: 1473.42 ms [2021-10-07 12:43:56 main:581] : INFO : Epoch 1781 | loss: 0.0311664 | val_loss: 0.0311742 | Time: 1452.85 ms [2021-10-07 12:43:57 main:581] : INFO : Epoch 1782 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 1476.49 ms [2021-10-07 12:43:59 main:581] : INFO : Epoch 1783 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 1467.41 ms [2021-10-07 12:44:00 main:581] : INFO : Epoch 1784 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 1470.51 ms [2021-10-07 12:44:02 main:581] : INFO : Epoch 1785 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 1444.62 ms [2021-10-07 12:44:03 main:581] : INFO : Epoch 1786 | loss: 0.0311653 | val_loss: 0.0311747 | Time: 1462.47 ms [2021-10-07 12:44:05 main:581] : INFO : Epoch 1787 | loss: 0.0311648 | val_loss: 0.0311705 | Time: 1458.04 ms [2021-10-07 12:44:06 main:581] : INFO : Epoch 1788 | loss: 0.0311633 | val_loss: 0.0311734 | Time: 1459.5 ms [2021-10-07 12:44:08 main:581] : INFO : Epoch 1789 | loss: 0.0311654 | val_loss: 0.0311728 | Time: 1453.86 ms [2021-10-07 12:44:09 main:581] : INFO : Epoch 1790 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 1443.79 ms [2021-10-07 12:44:11 main:581] : INFO : Epoch 1791 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 1473.32 ms [2021-10-07 12:44:12 main:581] : INFO : Epoch 1792 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 1475.43 ms [2021-10-07 12:44:13 main:581] : INFO : Epoch 1793 | loss: 0.0311643 | val_loss: 0.0311724 | Time: 1456.45 ms [2021-10-07 12:44:15 main:581] : INFO : Epoch 1794 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1456.46 ms [2021-10-07 12:44:16 main:581] : INFO : Epoch 1795 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 1501.31 ms [2021-10-07 12:44:18 main:581] : INFO : Epoch 1796 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 1491.36 ms [2021-10-07 12:44:19 main:581] : INFO : Epoch 1797 | loss: 0.031163 | val_loss: 0.0311708 | Time: 1443.89 ms [2021-10-07 12:44:21 main:581] : INFO : Epoch 1798 | loss: 0.0311643 | val_loss: 0.0311708 | Time: 1455.99 ms [2021-10-07 12:44:22 main:581] : INFO : Epoch 1799 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 1492.93 ms [2021-10-07 12:44:24 main:581] : INFO : Epoch 1800 | loss: 0.0311657 | val_loss: 0.0311717 | Time: 1501.75 ms [2021-10-07 12:44:25 main:581] : INFO : Epoch 1801 | loss: 0.031164 | val_loss: 0.031171 | Time: 1476.61 ms [2021-10-07 12:44:27 main:581] : INFO : Epoch 1802 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 1469.98 ms [2021-10-07 12:44:28 main:581] : INFO : Epoch 1803 | loss: 0.0311632 | val_loss: 0.0311716 | Time: 1482.54 ms [2021-10-07 12:44:30 main:581] : INFO : Epoch 1804 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 1470.62 ms [2021-10-07 12:44:31 main:581] : INFO : Epoch 1805 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 1483.09 ms [2021-10-07 12:44:33 main:581] : INFO : Epoch 1806 | loss: 0.0311619 | val_loss: 0.0311715 | Time: 1461.4 ms [2021-10-07 12:44:34 main:581] : INFO : Epoch 1807 | loss: 0.0311614 | val_loss: 0.0311732 | Time: 1472.84 ms [2021-10-07 12:44:36 main:581] : INFO : Epoch 1808 | loss: 0.0311598 | val_loss: 0.0311729 | Time: 1464.95 ms [2021-10-07 12:44:37 main:581] : INFO : Epoch 1809 | loss: 0.0311598 | val_loss: 0.0311728 | Time: 1450.27 ms [2021-10-07 12:44:39 main:581] : INFO : Epoch 1810 | loss: 0.0311609 | val_loss: 0.031174 | Time: 1448.26 ms [2021-10-07 12:44:40 main:581] : INFO : Epoch 1811 | loss: 0.031164 | val_loss: 0.0311754 | Time: 1463.01 ms [2021-10-07 12:44:41 main:581] : INFO : Epoch 1812 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 1473.64 ms [2021-10-07 12:44:43 main:581] : INFO : Epoch 1813 | loss: 0.0311642 | val_loss: 0.0311737 | Time: 1505.15 ms [2021-10-07 12:44:44 main:581] : INFO : Epoch 1814 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1448.91 ms [2021-10-07 12:44:46 main:581] : INFO : Epoch 1815 | loss: 0.0311632 | val_loss: 0.031172 | Time: 1498.93 ms [2021-10-07 12:44:47 main:581] : INFO : Epoch 1816 | loss: 0.0311629 | val_loss: 0.0311746 | Time: 1469.34 ms [2021-10-07 12:44:49 main:581] : INFO : Epoch 1817 | loss: 0.0311634 | val_loss: 0.031171 | Time: 1471.25 ms [2021-10-07 12:44:50 main:581] : INFO : Epoch 1818 | loss: 0.0311635 | val_loss: 0.0311742 | Time: 1477.43 ms [2021-10-07 12:44:52 main:581] : INFO : Epoch 1819 | loss: 0.0311644 | val_loss: 0.0311742 | Time: 1465.08 ms [2021-10-07 12:44:53 main:581] : INFO : Epoch 1820 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 1449.52 ms [2021-10-07 12:44:55 main:581] : INFO : Epoch 1821 | loss: 0.0311619 | val_loss: 0.0311723 | Time: 1467.12 ms [2021-10-07 12:44:56 main:581] : INFO : Epoch 1822 | loss: 0.0311638 | val_loss: 0.031179 | Time: 1466.3 ms [2021-10-07 12:44:58 main:581] : INFO : Epoch 1823 | loss: 0.0311629 | val_loss: 0.0311726 | Time: 1477.16 ms [2021-10-07 12:44:59 main:581] : INFO : Epoch 1824 | loss: 0.031162 | val_loss: 0.0311746 | Time: 1491.92 ms [2021-10-07 12:45:01 main:581] : INFO : Epoch 1825 | loss: 0.0311628 | val_loss: 0.0311768 | Time: 1471.68 ms [2021-10-07 12:45:02 main:581] : INFO : Epoch 1826 | loss: 0.031163 | val_loss: 0.0311758 | Time: 1461.25 ms [2021-10-07 12:45:04 main:581] : INFO : Epoch 1827 | loss: 0.0311622 | val_loss: 0.0311736 | Time: 1463.73 ms [2021-10-07 12:45:05 main:581] : INFO : Epoch 1828 | loss: 0.0311618 | val_loss: 0.0311736 | Time: 1467.79 ms [2021-10-07 12:45:06 main:581] : INFO : Epoch 1829 | loss: 0.0311626 | val_loss: 0.0311735 | Time: 1454.8 ms [2021-10-07 12:45:08 main:581] : INFO : Epoch 1830 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 1471.77 ms [2021-10-07 12:45:09 main:581] : INFO : Epoch 1831 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 1445.16 ms [2021-10-07 12:45:11 main:581] : INFO : Epoch 1832 | loss: 0.0311623 | val_loss: 0.0311726 | Time: 1460.92 ms [2021-10-07 12:45:12 main:581] : INFO : Epoch 1833 | loss: 0.0311611 | val_loss: 0.0311738 | Time: 1461.81 ms [2021-10-07 12:45:14 main:581] : INFO : Epoch 1834 | loss: 0.0311625 | val_loss: 0.0311768 | Time: 1451.99 ms [2021-10-07 12:45:15 main:581] : INFO : Epoch 1835 | loss: 0.0311629 | val_loss: 0.0311761 | Time: 1453.56 ms [2021-10-07 12:45:17 main:581] : INFO : Epoch 1836 | loss: 0.0311621 | val_loss: 0.031178 | Time: 1456.39 ms [2021-10-07 12:45:18 main:581] : INFO : Epoch 1837 | loss: 0.0311623 | val_loss: 0.0311754 | Time: 1466.37 ms [2021-10-07 12:45:20 main:581] : INFO : Epoch 1838 | loss: 0.0311627 | val_loss: 0.0311771 | Time: 1457.18 ms [2021-10-07 12:45:21 main:581] : INFO : Epoch 1839 | loss: 0.0311629 | val_loss: 0.0311757 | Time: 1474.29 ms [2021-10-07 12:45:23 main:581] : INFO : Epoch 1840 | loss: 0.0311653 | val_loss: 0.031177 | Time: 1453.62 ms [2021-10-07 12:45:24 main:581] : INFO : Epoch 1841 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 1449.7 ms [2021-10-07 12:45:25 main:581] : INFO : Epoch 1842 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 1533.94 ms [2021-10-07 12:45:27 main:581] : INFO : Epoch 1843 | loss: 0.0311623 | val_loss: 0.0311726 | Time: 1575.17 ms [2021-10-07 12:45:29 main:581] : INFO : Epoch 1844 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 1518.07 ms [2021-10-07 12:45:30 main:581] : INFO : Epoch 1845 | loss: 0.0311706 | val_loss: 0.0311822 | Time: 1491.06 ms [2021-10-07 12:45:32 main:581] : INFO : Epoch 1846 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 1431.53 ms [2021-10-07 12:45:33 main:581] : INFO : Epoch 1847 | loss: 0.031169 | val_loss: 0.031176 | Time: 1462.49 ms [2021-10-07 12:45:34 main:581] : INFO : Epoch 1848 | loss: 0.031169 | val_loss: 0.0311764 | Time: 1504.03 ms [2021-10-07 12:45:36 main:581] : INFO : Epoch 1849 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 1503.79 ms [2021-10-07 12:45:37 main:581] : INFO : Epoch 1850 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 1483.56 ms [2021-10-07 12:45:39 main:581] : INFO : Epoch 1851 | loss: 0.03117 | val_loss: 0.0311797 | Time: 1473.27 ms [2021-10-07 12:45:40 main:581] : INFO : Epoch 1852 | loss: 0.0311696 | val_loss: 0.031178 | Time: 1506.25 ms [2021-10-07 12:45:42 main:581] : INFO : Epoch 1853 | loss: 0.0311709 | val_loss: 0.0311825 | Time: 1482.36 ms [2021-10-07 12:45:43 main:581] : INFO : Epoch 1854 | loss: 0.0311743 | val_loss: 0.0311825 | Time: 1492.3 ms [2021-10-07 12:45:45 main:581] : INFO : Epoch 1855 | loss: 0.0311796 | val_loss: 0.0311787 | Time: 1496.09 ms [2021-10-07 12:45:46 main:581] : INFO : Epoch 1856 | loss: 0.0311801 | val_loss: 0.0311779 | Time: 1541.31 ms [2021-10-07 12:45:48 main:581] : INFO : Epoch 1857 | loss: 0.0311776 | val_loss: 0.0311768 | Time: 1497.55 ms [2021-10-07 12:45:49 main:581] : INFO : Epoch 1858 | loss: 0.0311761 | val_loss: 0.0311768 | Time: 1514.37 ms [2021-10-07 12:45:51 main:581] : INFO : Epoch 1859 | loss: 0.031176 | val_loss: 0.0311774 | Time: 1478.11 ms [2021-10-07 12:45:52 main:581] : INFO : Epoch 1860 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 1509.09 ms [2021-10-07 12:45:54 main:581] : INFO : Epoch 1861 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 1509.76 ms [2021-10-07 12:45:55 main:581] : INFO : Epoch 1862 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 1497.7 ms [2021-10-07 12:45:57 main:581] : INFO : Epoch 1863 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 1473.41 ms [2021-10-07 12:45:58 main:581] : INFO : Epoch 1864 | loss: 0.0311722 | val_loss: 0.0311755 | Time: 1506.72 ms [2021-10-07 12:46:00 main:581] : INFO : Epoch 1865 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 1510.76 ms [2021-10-07 12:46:01 main:581] : INFO : Epoch 1866 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 1476.14 ms [2021-10-07 12:46:03 main:581] : INFO : Epoch 1867 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 1467.4 ms [2021-10-07 12:46:04 main:581] : INFO : Epoch 1868 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 1521.54 ms [2021-10-07 12:46:06 main:581] : INFO : Epoch 1869 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 1486.97 ms [2021-10-07 12:46:07 main:581] : INFO : Epoch 1870 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1498.09 ms [2021-10-07 12:46:09 main:581] : INFO : Epoch 1871 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 1482.8 ms [2021-10-07 12:46:10 main:581] : INFO : Epoch 1872 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 1467.54 ms [2021-10-07 12:46:12 main:581] : INFO : Epoch 1873 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 1510.88 ms [2021-10-07 12:46:14 main:581] : INFO : Epoch 1874 | loss: 0.0311712 | val_loss: 0.0311759 | Time: 1673.62 ms [2021-10-07 12:46:15 main:581] : INFO : Epoch 1875 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 1501.22 ms [2021-10-07 12:46:17 main:581] : INFO : Epoch 1876 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 1539.63 ms [2021-10-07 12:46:18 main:581] : INFO : Epoch 1877 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 1517.51 ms [2021-10-07 12:46:20 main:581] : INFO : Epoch 1878 | loss: 0.0311733 | val_loss: 0.0311756 | Time: 1504 ms [2021-10-07 12:46:21 main:581] : INFO : Epoch 1879 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 1472.22 ms [2021-10-07 12:46:23 main:581] : INFO : Epoch 1880 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1476.85 ms [2021-10-07 12:46:24 main:581] : INFO : Epoch 1881 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 1527.41 ms [2021-10-07 12:46:26 main:581] : INFO : Epoch 1882 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 1475.08 ms [2021-10-07 12:46:27 main:581] : INFO : Epoch 1883 | loss: 0.031172 | val_loss: 0.0311767 | Time: 1474.59 ms [2021-10-07 12:46:29 main:581] : INFO : Epoch 1884 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 1475.93 ms [2021-10-07 12:46:30 main:581] : INFO : Epoch 1885 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 1482.16 ms [2021-10-07 12:46:31 main:581] : INFO : Epoch 1886 | loss: 0.0311708 | val_loss: 0.0311788 | Time: 1452.7 ms [2021-10-07 12:46:33 main:581] : INFO : Epoch 1887 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 1442.44 ms [2021-10-07 12:46:34 main:581] : INFO : Epoch 1888 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 1490.52 ms [2021-10-07 12:46:36 main:581] : INFO : Epoch 1889 | loss: 0.0311688 | val_loss: 0.0311779 | Time: 1509.43 ms [2021-10-07 12:46:37 main:581] : INFO : Epoch 1890 | loss: 0.0311695 | val_loss: 0.0311792 | Time: 1520.49 ms [2021-10-07 12:46:39 main:581] : INFO : Epoch 1891 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 1475.58 ms [2021-10-07 12:46:40 main:581] : INFO : Epoch 1892 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 1488.86 ms [2021-10-07 12:46:42 main:581] : INFO : Epoch 1893 | loss: 0.0311672 | val_loss: 0.0311779 | Time: 1478.75 ms [2021-10-07 12:46:43 main:581] : INFO : Epoch 1894 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 1492.82 ms [2021-10-07 12:46:45 main:581] : INFO : Epoch 1895 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 1456.5 ms [2021-10-07 12:46:46 main:581] : INFO : Epoch 1896 | loss: 0.0311671 | val_loss: 0.031178 | Time: 1471.94 ms [2021-10-07 12:46:48 main:581] : INFO : Epoch 1897 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 1466.27 ms [2021-10-07 12:46:49 main:581] : INFO : Epoch 1898 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 1426.77 ms [2021-10-07 12:46:51 main:581] : INFO : Epoch 1899 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 1455.85 ms [2021-10-07 12:46:52 main:581] : INFO : Epoch 1900 | loss: 0.031167 | val_loss: 0.0311757 | Time: 1433.61 ms [2021-10-07 12:46:54 main:581] : INFO : Epoch 1901 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 1469.17 ms [2021-10-07 12:46:55 main:581] : INFO : Epoch 1902 | loss: 0.0311676 | val_loss: 0.0311776 | Time: 1493.96 ms [2021-10-07 12:46:56 main:581] : INFO : Epoch 1903 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 1450.33 ms [2021-10-07 12:46:58 main:581] : INFO : Epoch 1904 | loss: 0.031167 | val_loss: 0.0311778 | Time: 1466.92 ms [2021-10-07 12:46:59 main:581] : INFO : Epoch 1905 | loss: 0.0311671 | val_loss: 0.0311785 | Time: 1482.8 ms [2021-10-07 12:47:01 main:581] : INFO : Epoch 1906 | loss: 0.0311672 | val_loss: 0.0311822 | Time: 1485.78 ms [2021-10-07 12:47:02 main:581] : INFO : Epoch 1907 | loss: 0.031169 | val_loss: 0.0311767 | Time: 1481.58 ms [2021-10-07 12:47:04 main:581] : INFO : Epoch 1908 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 1477.64 ms [2021-10-07 12:47:05 main:581] : INFO : Epoch 1909 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 1476.27 ms [2021-10-07 12:47:07 main:581] : INFO : Epoch 1910 | loss: 0.0311682 | val_loss: 0.031174 | Time: 1464.46 ms [2021-10-07 12:47:08 main:581] : INFO : Epoch 1911 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 1484.47 ms [2021-10-07 12:47:10 main:581] : INFO : Epoch 1912 | loss: 0.0311662 | val_loss: 0.0311749 | Time: 1472.64 ms [2021-10-07 12:47:11 main:581] : INFO : Epoch 1913 | loss: 0.0311659 | val_loss: 0.03118 | Time: 1465.84 ms [2021-10-07 12:47:13 main:581] : INFO : Epoch 1914 | loss: 0.0311671 | val_loss: 0.0311766 | Time: 1502.86 ms [2021-10-07 12:47:14 main:581] : INFO : Epoch 1915 | loss: 0.031167 | val_loss: 0.0311759 | Time: 1458.48 ms [2021-10-07 12:47:16 main:581] : INFO : Epoch 1916 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 1477.9 ms [2021-10-07 12:47:17 main:581] : INFO : Epoch 1917 | loss: 0.0311654 | val_loss: 0.0311784 | Time: 1468.84 ms [2021-10-07 12:47:19 main:581] : INFO : Epoch 1918 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 1491.09 ms [2021-10-07 12:47:20 main:581] : INFO : Epoch 1919 | loss: 0.0311665 | val_loss: 0.0311746 | Time: 1482.85 ms [2021-10-07 12:47:22 main:581] : INFO : Epoch 1920 | loss: 0.0311665 | val_loss: 0.031177 | Time: 1488.86 ms [2021-10-07 12:47:23 main:581] : INFO : Epoch 1921 | loss: 0.0311659 | val_loss: 0.031175 | Time: 1482.85 ms [2021-10-07 12:47:25 main:581] : INFO : Epoch 1922 | loss: 0.0311647 | val_loss: 0.0311748 | Time: 1499.98 ms [2021-10-07 12:47:26 main:581] : INFO : Epoch 1923 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1479.37 ms [2021-10-07 12:47:28 main:581] : INFO : Epoch 1924 | loss: 0.0311668 | val_loss: 0.03118 | Time: 1472.33 ms [2021-10-07 12:47:29 main:581] : INFO : Epoch 1925 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 1467.31 ms [2021-10-07 12:47:30 main:581] : INFO : Epoch 1926 | loss: 0.0311641 | val_loss: 0.0311746 | Time: 1447.68 ms [2021-10-07 12:47:32 main:581] : INFO : Epoch 1927 | loss: 0.0311635 | val_loss: 0.0311771 | Time: 1482.82 ms [2021-10-07 12:47:33 main:581] : INFO : Epoch 1928 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 1484.03 ms [2021-10-07 12:47:35 main:581] : INFO : Epoch 1929 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1452.56 ms [2021-10-07 12:47:36 main:581] : INFO : Epoch 1930 | loss: 0.031165 | val_loss: 0.0311788 | Time: 1460.51 ms [2021-10-07 12:47:38 main:581] : INFO : Epoch 1931 | loss: 0.0311669 | val_loss: 0.0311778 | Time: 1455.64 ms [2021-10-07 12:47:39 main:581] : INFO : Epoch 1932 | loss: 0.031169 | val_loss: 0.0311806 | Time: 1470.43 ms [2021-10-07 12:47:41 main:581] : INFO : Epoch 1933 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 1472.17 ms [2021-10-07 12:47:42 main:581] : INFO : Epoch 1934 | loss: 0.0311669 | val_loss: 0.0311766 | Time: 1488.28 ms [2021-10-07 12:47:44 main:581] : INFO : Epoch 1935 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 1491.84 ms [2021-10-07 12:47:45 main:581] : INFO : Epoch 1936 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 1475.99 ms [2021-10-07 12:47:47 main:581] : INFO : Epoch 1937 | loss: 0.0311655 | val_loss: 0.0311783 | Time: 1460.56 ms [2021-10-07 12:47:48 main:581] : INFO : Epoch 1938 | loss: 0.0311664 | val_loss: 0.0311766 | Time: 1489.98 ms [2021-10-07 12:47:50 main:581] : INFO : Epoch 1939 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 1473.75 ms [2021-10-07 12:47:51 main:581] : INFO : Epoch 1940 | loss: 0.0311653 | val_loss: 0.031177 | Time: 1470.15 ms [2021-10-07 12:47:53 main:581] : INFO : Epoch 1941 | loss: 0.0311654 | val_loss: 0.0311776 | Time: 1469.14 ms [2021-10-07 12:47:54 main:581] : INFO : Epoch 1942 | loss: 0.0311653 | val_loss: 0.0311791 | Time: 1453.55 ms [2021-10-07 12:47:55 main:581] : INFO : Epoch 1943 | loss: 0.0311641 | val_loss: 0.0311776 | Time: 1433.25 ms [2021-10-07 12:47:57 main:581] : INFO : Epoch 1944 | loss: 0.0311649 | val_loss: 0.0311774 | Time: 1480.65 ms [2021-10-07 12:47:58 main:581] : INFO : Epoch 1945 | loss: 0.0311636 | val_loss: 0.0311789 | Time: 1452.19 ms [2021-10-07 12:48:00 main:581] : INFO : Epoch 1946 | loss: 0.0311645 | val_loss: 0.0311766 | Time: 1480.02 ms [2021-10-07 12:48:01 main:581] : INFO : Epoch 1947 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 1457.08 ms [2021-10-07 12:48:03 main:581] : INFO : Epoch 1948 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 1433.9 ms [2021-10-07 12:48:04 main:581] : INFO : Epoch 1949 | loss: 0.0311638 | val_loss: 0.031175 | Time: 1495.77 ms [2021-10-07 12:48:06 main:581] : INFO : Epoch 1950 | loss: 0.0311651 | val_loss: 0.0311778 | Time: 1483.91 ms [2021-10-07 12:48:07 main:581] : INFO : Epoch 1951 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 1498.03 ms [2021-10-07 12:48:09 main:581] : INFO : Epoch 1952 | loss: 0.031165 | val_loss: 0.0311752 | Time: 1478.42 ms [2021-10-07 12:48:10 main:581] : INFO : Epoch 1953 | loss: 0.0311656 | val_loss: 0.03118 | Time: 1482.36 ms [2021-10-07 12:48:12 main:581] : INFO : Epoch 1954 | loss: 0.0311691 | val_loss: 0.031176 | Time: 1522.44 ms [2021-10-07 12:48:13 main:581] : INFO : Epoch 1955 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 1480.41 ms [2021-10-07 12:48:15 main:581] : INFO : Epoch 1956 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 1502.35 ms [2021-10-07 12:48:16 main:581] : INFO : Epoch 1957 | loss: 0.0311638 | val_loss: 0.0311761 | Time: 1476.87 ms [2021-10-07 12:48:18 main:581] : INFO : Epoch 1958 | loss: 0.0311645 | val_loss: 0.0311743 | Time: 1474.7 ms [2021-10-07 12:48:19 main:581] : INFO : Epoch 1959 | loss: 0.0311638 | val_loss: 0.0311777 | Time: 1490.11 ms [2021-10-07 12:48:21 main:581] : INFO : Epoch 1960 | loss: 0.0311637 | val_loss: 0.0311757 | Time: 1448.11 ms [2021-10-07 12:48:22 main:581] : INFO : Epoch 1961 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 1444.37 ms [2021-10-07 12:48:24 main:581] : INFO : Epoch 1962 | loss: 0.0311622 | val_loss: 0.031174 | Time: 1472.91 ms [2021-10-07 12:48:25 main:581] : INFO : Epoch 1963 | loss: 0.031163 | val_loss: 0.0311737 | Time: 1446 ms [2021-10-07 12:48:26 main:581] : INFO : Epoch 1964 | loss: 0.0311635 | val_loss: 0.0311776 | Time: 1427.84 ms [2021-10-07 12:48:28 main:581] : INFO : Epoch 1965 | loss: 0.0311639 | val_loss: 0.0311759 | Time: 1475.05 ms [2021-10-07 12:48:29 main:581] : INFO : Epoch 1966 | loss: 0.0311628 | val_loss: 0.0311738 | Time: 1446.56 ms [2021-10-07 12:48:31 main:581] : INFO : Epoch 1967 | loss: 0.0311631 | val_loss: 0.0311758 | Time: 1460.9 ms [2021-10-07 12:48:32 main:581] : INFO : Epoch 1968 | loss: 0.0311644 | val_loss: 0.0311758 | Time: 1456.81 ms [2021-10-07 12:48:34 main:581] : INFO : Epoch 1969 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 1448.53 ms [2021-10-07 12:48:35 main:581] : INFO : Epoch 1970 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 1467.48 ms [2021-10-07 12:48:37 main:581] : INFO : Epoch 1971 | loss: 0.0311639 | val_loss: 0.0311744 | Time: 1447.94 ms [2021-10-07 12:48:38 main:581] : INFO : Epoch 1972 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 1461.37 ms [2021-10-07 12:48:40 main:581] : INFO : Epoch 1973 | loss: 0.0311646 | val_loss: 0.0311738 | Time: 1482.87 ms [2021-10-07 12:48:41 main:581] : INFO : Epoch 1974 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1445.89 ms [2021-10-07 12:48:42 main:581] : INFO : Epoch 1975 | loss: 0.0311668 | val_loss: 0.0311744 | Time: 1449.9 ms [2021-10-07 12:48:44 main:581] : INFO : Epoch 1976 | loss: 0.0311665 | val_loss: 0.0311784 | Time: 1450.34 ms [2021-10-07 12:48:45 main:581] : INFO : Epoch 1977 | loss: 0.0311664 | val_loss: 0.0311764 | Time: 1466.69 ms [2021-10-07 12:48:47 main:581] : INFO : Epoch 1978 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 1450.9 ms [2021-10-07 12:48:48 main:581] : INFO : Epoch 1979 | loss: 0.0311652 | val_loss: 0.0311762 | Time: 1468.24 ms [2021-10-07 12:48:50 main:581] : INFO : Epoch 1980 | loss: 0.0311665 | val_loss: 0.0311786 | Time: 1459.11 ms [2021-10-07 12:48:51 main:581] : INFO : Epoch 1981 | loss: 0.0311654 | val_loss: 0.031177 | Time: 1470.53 ms [2021-10-07 12:48:53 main:581] : INFO : Epoch 1982 | loss: 0.0311663 | val_loss: 0.0311768 | Time: 1436.72 ms [2021-10-07 12:48:54 main:581] : INFO : Epoch 1983 | loss: 0.0311659 | val_loss: 0.0311787 | Time: 1444.99 ms [2021-10-07 12:48:56 main:581] : INFO : Epoch 1984 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 1449.2 ms [2021-10-07 12:48:57 main:581] : INFO : Epoch 1985 | loss: 0.0311644 | val_loss: 0.0311774 | Time: 1439.41 ms [2021-10-07 12:48:58 main:581] : INFO : Epoch 1986 | loss: 0.031165 | val_loss: 0.0311762 | Time: 1455.01 ms [2021-10-07 12:49:00 main:581] : INFO : Epoch 1987 | loss: 0.0311648 | val_loss: 0.0311781 | Time: 1454.19 ms [2021-10-07 12:49:01 main:581] : INFO : Epoch 1988 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 1446.5 ms [2021-10-07 12:49:03 main:581] : INFO : Epoch 1989 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 1426.08 ms [2021-10-07 12:49:04 main:581] : INFO : Epoch 1990 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 1465.09 ms [2021-10-07 12:49:06 main:581] : INFO : Epoch 1991 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 1465.16 ms [2021-10-07 12:49:07 main:581] : INFO : Epoch 1992 | loss: 0.0311624 | val_loss: 0.0311725 | Time: 1466.63 ms [2021-10-07 12:49:09 main:581] : INFO : Epoch 1993 | loss: 0.0311624 | val_loss: 0.0311735 | Time: 1474.63 ms [2021-10-07 12:49:10 main:581] : INFO : Epoch 1994 | loss: 0.0311637 | val_loss: 0.0311726 | Time: 1484.32 ms [2021-10-07 12:49:12 main:581] : INFO : Epoch 1995 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 1458.99 ms [2021-10-07 12:49:13 main:581] : INFO : Epoch 1996 | loss: 0.0311624 | val_loss: 0.0311764 | Time: 1451.26 ms [2021-10-07 12:49:14 main:581] : INFO : Epoch 1997 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 1436.47 ms [2021-10-07 12:49:16 main:581] : INFO : Epoch 1998 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 1442 ms [2021-10-07 12:49:17 main:581] : INFO : Epoch 1999 | loss: 0.0311636 | val_loss: 0.031174 | Time: 1455.65 ms [2021-10-07 12:49:19 main:581] : INFO : Epoch 2000 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 1466.21 ms [2021-10-07 12:49:20 main:581] : INFO : Epoch 2001 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 1455.15 ms [2021-10-07 12:49:22 main:581] : INFO : Epoch 2002 | loss: 0.0311607 | val_loss: 0.0311731 | Time: 1472.98 ms [2021-10-07 12:49:23 main:581] : INFO : Epoch 2003 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 1475.02 ms [2021-10-07 12:49:25 main:581] : INFO : Epoch 2004 | loss: 0.0311612 | val_loss: 0.0311758 | Time: 1467.36 ms [2021-10-07 12:49:26 main:581] : INFO : Epoch 2005 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 1470.82 ms [2021-10-07 12:49:28 main:581] : INFO : Epoch 2006 | loss: 0.0311607 | val_loss: 0.0311777 | Time: 1491.57 ms [2021-10-07 12:49:29 main:581] : INFO : Epoch 2007 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 1507.31 ms [2021-10-07 12:49:31 main:581] : INFO : Epoch 2008 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 1515.61 ms [2021-10-07 12:49:32 main:581] : INFO : Epoch 2009 | loss: 0.0311611 | val_loss: 0.0311784 | Time: 1515.1 ms [2021-10-07 12:49:34 main:581] : INFO : Epoch 2010 | loss: 0.0311623 | val_loss: 0.0311734 | Time: 1496.57 ms [2021-10-07 12:49:35 main:581] : INFO : Epoch 2011 | loss: 0.03116 | val_loss: 0.0311742 | Time: 1517.9 ms [2021-10-07 12:49:37 main:581] : INFO : Epoch 2012 | loss: 0.0311601 | val_loss: 0.0311775 | Time: 1499.47 ms [2021-10-07 12:49:38 main:581] : INFO : Epoch 2013 | loss: 0.0311624 | val_loss: 0.0311744 | Time: 1488.2 ms [2021-10-07 12:49:40 main:581] : INFO : Epoch 2014 | loss: 0.0311621 | val_loss: 0.0311792 | Time: 1479.48 ms [2021-10-07 12:49:41 main:581] : INFO : Epoch 2015 | loss: 0.0311651 | val_loss: 0.0311745 | Time: 1506.68 ms [2021-10-07 12:49:43 main:581] : INFO : Epoch 2016 | loss: 0.0311628 | val_loss: 0.0311768 | Time: 1484.83 ms [2021-10-07 12:49:44 main:581] : INFO : Epoch 2017 | loss: 0.0311612 | val_loss: 0.0311761 | Time: 1477 ms [2021-10-07 12:49:46 main:581] : INFO : Epoch 2018 | loss: 0.031163 | val_loss: 0.0311787 | Time: 1478.74 ms [2021-10-07 12:49:47 main:581] : INFO : Epoch 2019 | loss: 0.0311625 | val_loss: 0.0311781 | Time: 1496.4 ms [2021-10-07 12:49:49 main:581] : INFO : Epoch 2020 | loss: 0.0311616 | val_loss: 0.031176 | Time: 1499.45 ms [2021-10-07 12:49:50 main:581] : INFO : Epoch 2021 | loss: 0.031161 | val_loss: 0.0311745 | Time: 1492.14 ms [2021-10-07 12:49:52 main:581] : INFO : Epoch 2022 | loss: 0.0311622 | val_loss: 0.0311739 | Time: 1467.7 ms [2021-10-07 12:49:53 main:581] : INFO : Epoch 2023 | loss: 0.0311614 | val_loss: 0.0311758 | Time: 1495.82 ms [2021-10-07 12:49:55 main:581] : INFO : Epoch 2024 | loss: 0.0311618 | val_loss: 0.0311753 | Time: 1464.34 ms [2021-10-07 12:49:56 main:581] : INFO : Epoch 2025 | loss: 0.0311605 | val_loss: 0.0311769 | Time: 1486.5 ms [2021-10-07 12:49:57 main:581] : INFO : Epoch 2026 | loss: 0.0311672 | val_loss: 0.0311817 | Time: 1480.06 ms [2021-10-07 12:49:59 main:581] : INFO : Epoch 2027 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 1454.06 ms [2021-10-07 12:50:00 main:581] : INFO : Epoch 2028 | loss: 0.0311656 | val_loss: 0.031178 | Time: 1464.87 ms [2021-10-07 12:50:02 main:581] : INFO : Epoch 2029 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 1492.12 ms [2021-10-07 12:50:03 main:581] : INFO : Epoch 2030 | loss: 0.0311636 | val_loss: 0.0311747 | Time: 1520.27 ms [2021-10-07 12:50:05 main:581] : INFO : Epoch 2031 | loss: 0.0311646 | val_loss: 0.0311815 | Time: 1559.47 ms [2021-10-07 12:50:06 main:581] : INFO : Epoch 2032 | loss: 0.0311708 | val_loss: 0.0311783 | Time: 1494.35 ms [2021-10-07 12:50:08 main:581] : INFO : Epoch 2033 | loss: 0.0311683 | val_loss: 0.0311808 | Time: 1507.58 ms [2021-10-07 12:50:09 main:581] : INFO : Epoch 2034 | loss: 0.0311688 | val_loss: 0.0311809 | Time: 1482.44 ms [2021-10-07 12:50:11 main:581] : INFO : Epoch 2035 | loss: 0.0311659 | val_loss: 0.0311812 | Time: 1498.07 ms [2021-10-07 12:50:12 main:581] : INFO : Epoch 2036 | loss: 0.0311661 | val_loss: 0.0311884 | Time: 1473.99 ms [2021-10-07 12:50:14 main:581] : INFO : Epoch 2037 | loss: 0.031167 | val_loss: 0.03118 | Time: 1495.23 ms [2021-10-07 12:50:15 main:581] : INFO : Epoch 2038 | loss: 0.031168 | val_loss: 0.0311884 | Time: 1493.25 ms [2021-10-07 12:50:17 main:581] : INFO : Epoch 2039 | loss: 0.0311688 | val_loss: 0.0311826 | Time: 1486.51 ms [2021-10-07 12:50:18 main:581] : INFO : Epoch 2040 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 1488.32 ms [2021-10-07 12:50:20 main:581] : INFO : Epoch 2041 | loss: 0.0311742 | val_loss: 0.03118 | Time: 1479.93 ms [2021-10-07 12:50:21 main:581] : INFO : Epoch 2042 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 1444.67 ms [2021-10-07 12:50:23 main:581] : INFO : Epoch 2043 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 1491.92 ms [2021-10-07 12:50:24 main:581] : INFO : Epoch 2044 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 1509.28 ms [2021-10-07 12:50:26 main:581] : INFO : Epoch 2045 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 1484.66 ms [2021-10-07 12:50:27 main:581] : INFO : Epoch 2046 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 1470.79 ms [2021-10-07 12:50:29 main:581] : INFO : Epoch 2047 | loss: 0.0311713 | val_loss: 0.0311824 | Time: 1447.53 ms [2021-10-07 12:50:30 main:581] : INFO : Epoch 2048 | loss: 0.0311695 | val_loss: 0.0311784 | Time: 1472.4 ms [2021-10-07 12:50:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311784 [2021-10-07 12:50:30 main:610] : INFO : Saving end state to config to file [2021-10-07 12:50:30 main:615] : INFO : Success, exiting.. 12:50:30 (2743862): 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)