Task 10949289
| Name | ParityModified-1639960596-27939-2-0_0 |
| Workunit | 8243347 |
| Created | 22 Jan 2022, 3:48:01 UTC |
| Sent | 7 Feb 2022, 2:01:40 UTC |
| Report deadline | 15 Feb 2022, 2:01:40 UTC |
| Received | 7 Feb 2022, 3:05:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9375 |
| Run time | 50 min 57 sec |
| CPU time | 49 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,335.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 22-02-06 20:44:23 main:574] : INFO : Epoch 1542 | loss: 0.0311673 | val_loss: 0.0311719 | Time: 1490.28 ms [2022-02-06 20:44:25 main:574] : INFO : Epoch 1543 | loss: 0.031168 | val_loss: 0.0311736 | Time: 1507.17 ms [2022-02-06 20:44:26 main:574] : INFO : Epoch 1544 | loss: 0.0311675 | val_loss: 0.0311727 | Time: 1468.79 ms [2022-02-06 20:44:28 main:574] : INFO : Epoch 1545 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 1440.61 ms [2022-02-06 20:44:29 main:574] : INFO : Epoch 1546 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 1549.81 ms [2022-02-06 20:44:31 main:574] : INFO : Epoch 1547 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 1472.31 ms [2022-02-06 20:44:32 main:574] : INFO : Epoch 1548 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 1464.62 ms [2022-02-06 20:44:34 main:574] : INFO : Epoch 1549 | loss: 0.0311633 | val_loss: 0.0311703 | Time: 1501.24 ms [2022-02-06 20:44:35 main:574] : INFO : Epoch 1550 | loss: 0.0311651 | val_loss: 0.0311719 | Time: 1512.94 ms [2022-02-06 20:44:37 main:574] : INFO : Epoch 1551 | loss: 0.031166 | val_loss: 0.0311708 | Time: 1455.29 ms [2022-02-06 20:44:38 main:574] : INFO : Epoch 1552 | loss: 0.031166 | val_loss: 0.0311702 | Time: 1460.27 ms [2022-02-06 20:44:40 main:574] : INFO : Epoch 1553 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 1544.35 ms [2022-02-06 20:44:41 main:574] : INFO : Epoch 1554 | loss: 0.031166 | val_loss: 0.031171 | Time: 1466.73 ms [2022-02-06 20:44:43 main:574] : INFO : Epoch 1555 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 1463.23 ms [2022-02-06 20:44:44 main:574] : INFO : Epoch 1556 | loss: 0.0311651 | val_loss: 0.0311679 | Time: 1538.08 ms [2022-02-06 20:44:46 main:574] : INFO : Epoch 1557 | loss: 0.0311667 | val_loss: 0.0311683 | Time: 1497.02 ms [2022-02-06 20:44:47 main:574] : INFO : Epoch 1558 | loss: 0.0311672 | val_loss: 0.0311718 | Time: 1479.41 ms [2022-02-06 20:44:49 main:574] : INFO : Epoch 1559 | loss: 0.0311647 | val_loss: 0.0311729 | Time: 1485.35 ms [2022-02-06 20:44:50 main:574] : INFO : Epoch 1560 | loss: 0.0311654 | val_loss: 0.0311687 | Time: 1533.71 ms [2022-02-06 20:44:52 main:574] : INFO : Epoch 1561 | loss: 0.0311635 | val_loss: 0.0311694 | Time: 1454.63 ms [2022-02-06 20:44:53 main:574] : INFO : Epoch 1562 | loss: 0.0311632 | val_loss: 0.0311717 | Time: 1455.49 ms [2022-02-06 20:44:55 main:574] : INFO : Epoch 1563 | loss: 0.0311639 | val_loss: 0.0311715 | Time: 1539.8 ms [2022-02-06 20:44:56 main:574] : INFO : Epoch 1564 | loss: 0.031164 | val_loss: 0.031169 | Time: 1486.56 ms [2022-02-06 20:44:58 main:574] : INFO : Epoch 1565 | loss: 0.0311625 | val_loss: 0.0311717 | Time: 1450.41 ms [2022-02-06 20:44:59 main:574] : INFO : Epoch 1566 | loss: 0.0311631 | val_loss: 0.0311805 | Time: 1504.25 ms [2022-02-06 20:45:01 main:574] : INFO : Epoch 1567 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 1504.79 ms [2022-02-06 20:45:02 main:574] : INFO : Epoch 1568 | loss: 0.0311619 | val_loss: 0.0311699 | Time: 1468.58 ms [2022-02-06 20:45:04 main:574] : INFO : Epoch 1569 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 1450.17 ms [2022-02-06 20:45:05 main:574] : INFO : Epoch 1570 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 1551.06 ms [2022-02-06 20:45:07 main:574] : INFO : Epoch 1571 | loss: 0.0311636 | val_loss: 0.0311718 | Time: 1428.85 ms [2022-02-06 20:45:08 main:574] : INFO : Epoch 1572 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1460.02 ms [2022-02-06 20:45:10 main:574] : INFO : Epoch 1573 | loss: 0.0311625 | val_loss: 0.0311716 | Time: 1521.72 ms [2022-02-06 20:45:11 main:574] : INFO : Epoch 1574 | loss: 0.0311625 | val_loss: 0.0311691 | Time: 1506.03 ms [2022-02-06 20:45:13 main:574] : INFO : Epoch 1575 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 1439 ms [2022-02-06 20:45:14 main:574] : INFO : Epoch 1576 | loss: 0.0311617 | val_loss: 0.0311714 | Time: 1482.03 ms [2022-02-06 20:45:16 main:574] : INFO : Epoch 1577 | loss: 0.0311615 | val_loss: 0.0311714 | Time: 1535.88 ms [2022-02-06 20:45:17 main:574] : INFO : Epoch 1578 | loss: 0.031161 | val_loss: 0.0311695 | Time: 1466.76 ms [2022-02-06 20:45:19 main:574] : INFO : Epoch 1579 | loss: 0.0311632 | val_loss: 0.03117 | Time: 1441.93 ms [2022-02-06 20:45:20 main:574] : INFO : Epoch 1580 | loss: 0.0311665 | val_loss: 0.031173 | Time: 1536.46 ms [2022-02-06 20:45:22 main:574] : INFO : Epoch 1581 | loss: 0.0311685 | val_loss: 0.0311697 | Time: 1491.64 ms [2022-02-06 20:45:23 main:574] : INFO : Epoch 1582 | loss: 0.0311679 | val_loss: 0.031172 | Time: 1442.21 ms [2022-02-06 20:45:25 main:574] : INFO : Epoch 1583 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 1487.37 ms [2022-02-06 20:45:26 main:574] : INFO : Epoch 1584 | loss: 0.031166 | val_loss: 0.0311706 | Time: 1544.23 ms [2022-02-06 20:45:28 main:574] : INFO : Epoch 1585 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 1444.81 ms [2022-02-06 20:45:29 main:574] : INFO : Epoch 1586 | loss: 0.0311698 | val_loss: 0.0311693 | Time: 1454.25 ms [2022-02-06 20:45:31 main:574] : INFO : Epoch 1587 | loss: 0.0311652 | val_loss: 0.0311702 | Time: 1543.3 ms [2022-02-06 20:45:32 main:574] : INFO : Epoch 1588 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1491.56 ms [2022-02-06 20:45:34 main:574] : INFO : Epoch 1589 | loss: 0.0311653 | val_loss: 0.0311702 | Time: 1443.2 ms [2022-02-06 20:45:35 main:574] : INFO : Epoch 1590 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 1520.17 ms [2022-02-06 20:45:37 main:574] : INFO : Epoch 1591 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 1514.37 ms [2022-02-06 20:45:38 main:574] : INFO : Epoch 1592 | loss: 0.0311625 | val_loss: 0.0311733 | Time: 1451.17 ms [2022-02-06 20:45:40 main:574] : INFO : Epoch 1593 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 1462.29 ms [2022-02-06 20:45:41 main:574] : INFO : Epoch 1594 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 1542.8 ms [2022-02-06 20:45:43 main:574] : INFO : Epoch 1595 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 1479.23 ms [2022-02-06 20:45:44 main:574] : INFO : Epoch 1596 | loss: 0.0311643 | val_loss: 0.0311701 | Time: 1466.54 ms [2022-02-06 20:45:46 main:574] : INFO : Epoch 1597 | loss: 0.0311635 | val_loss: 0.0311741 | Time: 1519.97 ms [2022-02-06 20:45:47 main:574] : INFO : Epoch 1598 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 1494.66 ms [2022-02-06 20:45:49 main:574] : INFO : Epoch 1599 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 1441.86 ms [2022-02-06 20:45:50 main:574] : INFO : Epoch 1600 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 1482.39 ms [2022-02-06 20:45:52 main:574] : INFO : Epoch 1601 | loss: 0.0311632 | val_loss: 0.0311723 | Time: 1563.03 ms [2022-02-06 20:45:53 main:574] : INFO : Epoch 1602 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 1456.9 ms [2022-02-06 20:45:55 main:574] : INFO : Epoch 1603 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 1453.35 ms [2022-02-06 20:45:56 main:574] : INFO : Epoch 1604 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 1527.23 ms [2022-02-06 20:45:58 main:574] : INFO : Epoch 1605 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 1485.16 ms [2022-02-06 20:45:59 main:574] : INFO : Epoch 1606 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 1472.96 ms [2022-02-06 20:46:01 main:574] : INFO : Epoch 1607 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 1488.03 ms [2022-02-06 20:46:02 main:574] : INFO : Epoch 1608 | loss: 0.0311615 | val_loss: 0.0311717 | Time: 1524.23 ms [2022-02-06 20:46:04 main:574] : INFO : Epoch 1609 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 1455.06 ms [2022-02-06 20:46:05 main:574] : INFO : Epoch 1610 | loss: 0.0311608 | val_loss: 0.031171 | Time: 1461.51 ms [2022-02-06 20:46:07 main:574] : INFO : Epoch 1611 | loss: 0.0311621 | val_loss: 0.0311793 | Time: 1531.4 ms [2022-02-06 20:46:08 main:574] : INFO : Epoch 1612 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 1471.55 ms [2022-02-06 20:46:09 main:574] : INFO : Epoch 1613 | loss: 0.0311624 | val_loss: 0.0311744 | Time: 1459.62 ms [2022-02-06 20:46:11 main:574] : INFO : Epoch 1614 | loss: 0.0311629 | val_loss: 0.0311732 | Time: 1530.04 ms [2022-02-06 20:46:13 main:574] : INFO : Epoch 1615 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 1497.25 ms [2022-02-06 20:46:14 main:574] : INFO : Epoch 1616 | loss: 0.0311633 | val_loss: 0.0311711 | Time: 1472.92 ms [2022-02-06 20:46:15 main:574] : INFO : Epoch 1617 | loss: 0.0311632 | val_loss: 0.0311729 | Time: 1454.22 ms [2022-02-06 20:46:17 main:574] : INFO : Epoch 1618 | loss: 0.0311625 | val_loss: 0.0311722 | Time: 1534.32 ms [2022-02-06 20:46:18 main:574] : INFO : Epoch 1619 | loss: 0.0311619 | val_loss: 0.0311728 | Time: 1474.75 ms [2022-02-06 20:46:20 main:574] : INFO : Epoch 1620 | loss: 0.0311625 | val_loss: 0.0311788 | Time: 1459.48 ms [2022-02-06 20:46:21 main:574] : INFO : Epoch 1621 | loss: 0.0311626 | val_loss: 0.0311729 | Time: 1524.57 ms [2022-02-06 20:46:23 main:574] : INFO : Epoch 1622 | loss: 0.031163 | val_loss: 0.0311716 | Time: 1473.78 ms [2022-02-06 20:46:24 main:574] : INFO : Epoch 1623 | loss: 0.0311641 | val_loss: 0.031173 | Time: 1475.96 ms [2022-02-06 20:46:26 main:574] : INFO : Epoch 1624 | loss: 0.0311627 | val_loss: 0.0311777 | Time: 1495.99 ms [2022-02-06 20:46:27 main:574] : INFO : Epoch 1625 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 1495.64 ms [2022-02-06 20:46:29 main:574] : INFO : Epoch 1626 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 1483.41 ms [2022-02-06 20:46:30 main:574] : INFO : Epoch 1627 | loss: 0.0311677 | val_loss: 0.031177 | Time: 1457.59 ms [2022-02-06 20:46:32 main:574] : INFO : Epoch 1628 | loss: 0.0311699 | val_loss: 0.0311721 | Time: 1532.28 ms [2022-02-06 20:46:34 main:574] : INFO : Epoch 1629 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 1491.69 ms [2022-02-06 20:46:35 main:574] : INFO : Epoch 1630 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 1472.75 ms [2022-02-06 20:46:37 main:574] : INFO : Epoch 1631 | loss: 0.0311679 | val_loss: 0.0311709 | Time: 1483.8 ms [2022-02-06 20:46:38 main:574] : INFO : Epoch 1632 | loss: 0.0311693 | val_loss: 0.0311699 | Time: 1455.33 ms [2022-02-06 20:46:40 main:574] : INFO : Epoch 1633 | loss: 0.0311677 | val_loss: 0.0311872 | Time: 1475.25 ms [2022-02-06 20:46:41 main:574] : INFO : Epoch 1634 | loss: 0.0311728 | val_loss: 0.031176 | Time: 1483.33 ms [2022-02-06 20:46:43 main:574] : INFO : Epoch 1635 | loss: 0.0311719 | val_loss: 0.0311738 | Time: 1506.27 ms [2022-02-06 20:46:44 main:574] : INFO : Epoch 1636 | loss: 0.031166 | val_loss: 0.0311697 | Time: 1507.47 ms [2022-02-06 20:46:46 main:574] : INFO : Epoch 1637 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 1452.6 ms [2022-02-06 20:46:47 main:574] : INFO : Epoch 1638 | loss: 0.0311646 | val_loss: 0.031175 | Time: 1537.42 ms [2022-02-06 20:46:49 main:574] : INFO : Epoch 1639 | loss: 0.0311668 | val_loss: 0.0311716 | Time: 1480.5 ms [2022-02-06 20:46:50 main:574] : INFO : Epoch 1640 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 1476.62 ms [2022-02-06 20:46:52 main:574] : INFO : Epoch 1641 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 1505.79 ms [2022-02-06 20:46:53 main:574] : INFO : Epoch 1642 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 1469.56 ms [2022-02-06 20:46:55 main:574] : INFO : Epoch 1643 | loss: 0.0311685 | val_loss: 0.0311721 | Time: 1488.24 ms [2022-02-06 20:46:56 main:574] : INFO : Epoch 1644 | loss: 0.031166 | val_loss: 0.0311736 | Time: 1454.93 ms [2022-02-06 20:46:58 main:574] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.0311765 | Time: 1458.07 ms [2022-02-06 20:46:59 main:574] : INFO : Epoch 1646 | loss: 0.0311658 | val_loss: 0.0311727 | Time: 1545.78 ms [2022-02-06 20:47:01 main:574] : INFO : Epoch 1647 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 1483.99 ms [2022-02-06 20:47:02 main:574] : INFO : Epoch 1648 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 1513.44 ms [2022-02-06 20:47:04 main:574] : INFO : Epoch 1649 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 1510.34 ms [2022-02-06 20:47:05 main:574] : INFO : Epoch 1650 | loss: 0.0311615 | val_loss: 0.0311709 | Time: 1502.29 ms [2022-02-06 20:47:07 main:574] : INFO : Epoch 1651 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 1506.32 ms [2022-02-06 20:47:08 main:574] : INFO : Epoch 1652 | loss: 0.031161 | val_loss: 0.0311717 | Time: 1497.39 ms [2022-02-06 20:47:10 main:574] : INFO : Epoch 1653 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 1526 ms [2022-02-06 20:47:11 main:574] : INFO : Epoch 1654 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 1479.07 ms [2022-02-06 20:47:13 main:574] : INFO : Epoch 1655 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 1492.3 ms [2022-02-06 20:47:14 main:574] : INFO : Epoch 1656 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 1554.49 ms [2022-02-06 20:47:16 main:574] : INFO : Epoch 1657 | loss: 0.0311615 | val_loss: 0.0311707 | Time: 1485.22 ms [2022-02-06 20:47:17 main:574] : INFO : Epoch 1658 | loss: 0.0311621 | val_loss: 0.0311747 | Time: 1488.78 ms [2022-02-06 20:47:19 main:574] : INFO : Epoch 1659 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 1518.7 ms [2022-02-06 20:47:20 main:574] : INFO : Epoch 1660 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 1521.66 ms [2022-02-06 20:47:22 main:574] : INFO : Epoch 1661 | loss: 0.031161 | val_loss: 0.0311705 | Time: 1474.83 ms [2022-02-06 20:47:23 main:574] : INFO : Epoch 1662 | loss: 0.031159 | val_loss: 0.0311726 | Time: 1508.58 ms [2022-02-06 20:47:25 main:574] : INFO : Epoch 1663 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 1543.01 ms [2022-02-06 20:47:26 main:574] : INFO : Epoch 1664 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 1484.01 ms [2022-02-06 20:47:28 main:574] : INFO : Epoch 1665 | loss: 0.0311619 | val_loss: 0.03117 | Time: 1470.38 ms [2022-02-06 20:47:29 main:574] : INFO : Epoch 1666 | loss: 0.0311608 | val_loss: 0.0311691 | Time: 1571.95 ms [2022-02-06 20:47:31 main:574] : INFO : Epoch 1667 | loss: 0.0311618 | val_loss: 0.0311715 | Time: 1502.71 ms [2022-02-06 20:47:32 main:574] : INFO : Epoch 1668 | loss: 0.031161 | val_loss: 0.0311713 | Time: 1480.89 ms [2022-02-06 20:47:34 main:574] : INFO : Epoch 1669 | loss: 0.0311603 | val_loss: 0.0311709 | Time: 1529.39 ms [2022-02-06 20:47:35 main:574] : INFO : Epoch 1670 | loss: 0.0311613 | val_loss: 0.031171 | Time: 1539.9 ms [2022-02-06 20:47:37 main:574] : INFO : Epoch 1671 | loss: 0.0311597 | val_loss: 0.0311689 | Time: 1489.11 ms [2022-02-06 20:47:38 main:574] : INFO : Epoch 1672 | loss: 0.0311607 | val_loss: 0.0311689 | Time: 1487.83 ms [2022-02-06 20:47:40 main:574] : INFO : Epoch 1673 | loss: 0.0311628 | val_loss: 0.0311762 | Time: 1510.59 ms [2022-02-06 20:47:41 main:574] : INFO : Epoch 1674 | loss: 0.0311639 | val_loss: 0.0311692 | Time: 1487.53 ms [2022-02-06 20:47:43 main:574] : INFO : Epoch 1675 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 1474.12 ms [2022-02-06 20:47:45 main:574] : INFO : Epoch 1676 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 1562.96 ms [2022-02-06 20:47:46 main:574] : INFO : Epoch 1677 | loss: 0.0311657 | val_loss: 0.0311793 | Time: 1503.16 ms [2022-02-06 20:47:48 main:574] : INFO : Epoch 1678 | loss: 0.031164 | val_loss: 0.031176 | Time: 1475.97 ms [2022-02-06 20:47:49 main:574] : INFO : Epoch 1679 | loss: 0.031161 | val_loss: 0.0311711 | Time: 1523.47 ms [2022-02-06 20:47:51 main:574] : INFO : Epoch 1680 | loss: 0.0311596 | val_loss: 0.0311747 | Time: 1535.07 ms [2022-02-06 20:47:52 main:574] : INFO : Epoch 1681 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 1474.9 ms [2022-02-06 20:47:54 main:574] : INFO : Epoch 1682 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 1491.04 ms [2022-02-06 20:47:55 main:574] : INFO : Epoch 1683 | loss: 0.0311601 | val_loss: 0.0311707 | Time: 1563.64 ms [2022-02-06 20:47:57 main:574] : INFO : Epoch 1684 | loss: 0.0311583 | val_loss: 0.0311706 | Time: 1491.08 ms [2022-02-06 20:47:58 main:574] : INFO : Epoch 1685 | loss: 0.0311584 | val_loss: 0.031171 | Time: 1460.14 ms [2022-02-06 20:48:00 main:574] : INFO : Epoch 1686 | loss: 0.0311574 | val_loss: 0.0311694 | Time: 1558.93 ms [2022-02-06 20:48:01 main:574] : INFO : Epoch 1687 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 1518.04 ms [2022-02-06 20:48:03 main:574] : INFO : Epoch 1688 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 1475.27 ms [2022-02-06 20:48:04 main:574] : INFO : Epoch 1689 | loss: 0.0311596 | val_loss: 0.0311736 | Time: 1521.9 ms [2022-02-06 20:48:06 main:574] : INFO : Epoch 1690 | loss: 0.0311624 | val_loss: 0.0311835 | Time: 1552.71 ms [2022-02-06 20:48:07 main:574] : INFO : Epoch 1691 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 1472.41 ms [2022-02-06 20:48:09 main:574] : INFO : Epoch 1692 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1473.74 ms [2022-02-06 20:48:10 main:574] : INFO : Epoch 1693 | loss: 0.031159 | val_loss: 0.0311693 | Time: 1589.78 ms [2022-02-06 20:48:12 main:574] : INFO : Epoch 1694 | loss: 0.0311588 | val_loss: 0.0311707 | Time: 1502.01 ms [2022-02-06 20:48:13 main:574] : INFO : Epoch 1695 | loss: 0.0311573 | val_loss: 0.0311713 | Time: 1469.25 ms [2022-02-06 20:48:15 main:574] : INFO : Epoch 1696 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 1559.96 ms [2022-02-06 20:48:16 main:574] : INFO : Epoch 1697 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 1526.26 ms [2022-02-06 20:48:18 main:574] : INFO : Epoch 1698 | loss: 0.0311574 | val_loss: 0.0311724 | Time: 1482.66 ms [2022-02-06 20:48:19 main:574] : INFO : Epoch 1699 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 1510.11 ms [2022-02-06 20:48:21 main:574] : INFO : Epoch 1700 | loss: 0.031164 | val_loss: 0.0311729 | Time: 1559.93 ms [2022-02-06 20:48:23 main:574] : INFO : Epoch 1701 | loss: 0.0311604 | val_loss: 0.0311709 | Time: 1474.94 ms [2022-02-06 20:48:24 main:574] : INFO : Epoch 1702 | loss: 0.0311609 | val_loss: 0.031171 | Time: 1493.48 ms [2022-02-06 20:48:26 main:574] : INFO : Epoch 1703 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 1565.73 ms [2022-02-06 20:48:27 main:574] : INFO : Epoch 1704 | loss: 0.0311603 | val_loss: 0.03117 | Time: 1508.47 ms [2022-02-06 20:48:29 main:574] : INFO : Epoch 1705 | loss: 0.0311594 | val_loss: 0.0311684 | Time: 1474.99 ms [2022-02-06 20:48:30 main:574] : INFO : Epoch 1706 | loss: 0.0311596 | val_loss: 0.0311799 | Time: 1541.81 ms [2022-02-06 20:48:32 main:574] : INFO : Epoch 1707 | loss: 0.0311617 | val_loss: 0.03117 | Time: 1527.24 ms [2022-02-06 20:48:33 main:574] : INFO : Epoch 1708 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 1471.28 ms [2022-02-06 20:48:35 main:574] : INFO : Epoch 1709 | loss: 0.0311603 | val_loss: 0.0311803 | Time: 1499.71 ms [2022-02-06 20:48:36 main:574] : INFO : Epoch 1710 | loss: 0.0311615 | val_loss: 0.031172 | Time: 1568.56 ms [2022-02-06 20:48:38 main:574] : INFO : Epoch 1711 | loss: 0.0311602 | val_loss: 0.031176 | Time: 1465.26 ms [2022-02-06 20:48:39 main:574] : INFO : Epoch 1712 | loss: 0.0311637 | val_loss: 0.031171 | Time: 1482.07 ms [2022-02-06 20:48:41 main:574] : INFO : Epoch 1713 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 1552.28 ms [2022-02-06 20:48:42 main:574] : INFO : Epoch 1714 | loss: 0.0311667 | val_loss: 0.0311729 | Time: 1508.52 ms [2022-02-06 20:48:44 main:574] : INFO : Epoch 1715 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 1473.75 ms [2022-02-06 20:48:45 main:574] : INFO : Epoch 1716 | loss: 0.0311654 | val_loss: 0.0311696 | Time: 1539 ms [2022-02-06 20:48:47 main:574] : INFO : Epoch 1717 | loss: 0.0311629 | val_loss: 0.0311686 | Time: 1540.48 ms [2022-02-06 20:48:48 main:574] : INFO : Epoch 1718 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 1475.22 ms [2022-02-06 20:48:50 main:574] : INFO : Epoch 1719 | loss: 0.0311617 | val_loss: 0.0311692 | Time: 1481.3 ms [2022-02-06 20:48:51 main:574] : INFO : Epoch 1720 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 1568.64 ms [2022-02-06 20:48:53 main:574] : INFO : Epoch 1721 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 1482.72 ms [2022-02-06 20:48:54 main:574] : INFO : Epoch 1722 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 1479.66 ms [2022-02-06 20:48:56 main:574] : INFO : Epoch 1723 | loss: 0.031161 | val_loss: 0.0311738 | Time: 1546 ms [2022-02-06 20:48:57 main:574] : INFO : Epoch 1724 | loss: 0.0311615 | val_loss: 0.031169 | Time: 1459.12 ms [2022-02-06 20:48:59 main:574] : INFO : Epoch 1725 | loss: 0.031162 | val_loss: 0.0311685 | Time: 1477.31 ms [2022-02-06 20:49:00 main:574] : INFO : Epoch 1726 | loss: 0.0311641 | val_loss: 0.0311684 | Time: 1471.1 ms [2022-02-06 20:49:02 main:574] : INFO : Epoch 1727 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 1537.36 ms [2022-02-06 20:49:03 main:574] : INFO : Epoch 1728 | loss: 0.031163 | val_loss: 0.0311673 | Time: 1469.52 ms [2022-02-06 20:49:05 main:574] : INFO : Epoch 1729 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 1456.42 ms [2022-02-06 20:49:06 main:574] : INFO : Epoch 1730 | loss: 0.0311597 | val_loss: 0.0311682 | Time: 1525.48 ms [2022-02-06 20:49:08 main:574] : INFO : Epoch 1731 | loss: 0.0311604 | val_loss: 0.0311671 | Time: 1470.54 ms [2022-02-06 20:49:09 main:574] : INFO : Epoch 1732 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 1474.66 ms [2022-02-06 20:49:11 main:574] : INFO : Epoch 1733 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 1494.73 ms [2022-02-06 20:49:12 main:574] : INFO : Epoch 1734 | loss: 0.0311604 | val_loss: 0.031174 | Time: 1504.19 ms [2022-02-06 20:49:14 main:574] : INFO : Epoch 1735 | loss: 0.0311642 | val_loss: 0.0311706 | Time: 1474.05 ms [2022-02-06 20:49:15 main:574] : INFO : Epoch 1736 | loss: 0.0311603 | val_loss: 0.0311681 | Time: 1458.39 ms [2022-02-06 20:49:17 main:574] : INFO : Epoch 1737 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 1537.12 ms [2022-02-06 20:49:18 main:574] : INFO : Epoch 1738 | loss: 0.0311647 | val_loss: 0.031168 | Time: 1481.59 ms [2022-02-06 20:49:20 main:574] : INFO : Epoch 1739 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 1458.96 ms [2022-02-06 20:49:21 main:574] : INFO : Epoch 1740 | loss: 0.0311592 | val_loss: 0.0311657 | Time: 1521.29 ms [2022-02-06 20:49:23 main:574] : INFO : Epoch 1741 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 1461.3 ms [2022-02-06 20:49:24 main:574] : INFO : Epoch 1742 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 1487.57 ms [2022-02-06 20:49:26 main:574] : INFO : Epoch 1743 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 1467.41 ms [2022-02-06 20:49:27 main:574] : INFO : Epoch 1744 | loss: 0.0311586 | val_loss: 0.0311684 | Time: 1520.17 ms [2022-02-06 20:49:29 main:574] : INFO : Epoch 1745 | loss: 0.0311576 | val_loss: 0.0311736 | Time: 1477.45 ms [2022-02-06 20:49:30 main:574] : INFO : Epoch 1746 | loss: 0.0311586 | val_loss: 0.0311741 | Time: 1457.5 ms [2022-02-06 20:49:32 main:574] : INFO : Epoch 1747 | loss: 0.0311578 | val_loss: 0.0311694 | Time: 1525.95 ms [2022-02-06 20:49:33 main:574] : INFO : Epoch 1748 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 1466.1 ms [2022-02-06 20:49:35 main:574] : INFO : Epoch 1749 | loss: 0.0311571 | val_loss: 0.0311683 | Time: 1472.99 ms [2022-02-06 20:49:36 main:574] : INFO : Epoch 1750 | loss: 0.0311575 | val_loss: 0.0311649 | Time: 1495.52 ms [2022-02-06 20:49:38 main:574] : INFO : Epoch 1751 | loss: 0.031159 | val_loss: 0.0311685 | Time: 1479 ms [2022-02-06 20:49:39 main:574] : INFO : Epoch 1752 | loss: 0.0311647 | val_loss: 0.0311707 | Time: 1496.31 ms [2022-02-06 20:49:41 main:574] : INFO : Epoch 1753 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 1457.05 ms [2022-02-06 20:49:42 main:574] : INFO : Epoch 1754 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 1518.65 ms [2022-02-06 20:49:44 main:574] : INFO : Epoch 1755 | loss: 0.0311606 | val_loss: 0.0311707 | Time: 1498.38 ms [2022-02-06 20:49:45 main:574] : INFO : Epoch 1756 | loss: 0.0311592 | val_loss: 0.03117 | Time: 1468.59 ms [2022-02-06 20:49:47 main:574] : INFO : Epoch 1757 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 1515.9 ms [2022-02-06 20:49:48 main:574] : INFO : Epoch 1758 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 1484.11 ms [2022-02-06 20:49:50 main:574] : INFO : Epoch 1759 | loss: 0.0311581 | val_loss: 0.0311694 | Time: 1483.67 ms [2022-02-06 20:49:51 main:574] : INFO : Epoch 1760 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 1466.45 ms [2022-02-06 20:49:53 main:574] : INFO : Epoch 1761 | loss: 0.0311576 | val_loss: 0.0311694 | Time: 1496.03 ms [2022-02-06 20:49:54 main:574] : INFO : Epoch 1762 | loss: 0.0311584 | val_loss: 0.0311699 | Time: 1500.49 ms [2022-02-06 20:49:56 main:574] : INFO : Epoch 1763 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 1460.56 ms [2022-02-06 20:49:57 main:574] : INFO : Epoch 1764 | loss: 0.0311579 | val_loss: 0.031174 | Time: 1511.29 ms [2022-02-06 20:49:59 main:574] : INFO : Epoch 1765 | loss: 0.0311585 | val_loss: 0.0311698 | Time: 1482.88 ms [2022-02-06 20:50:00 main:574] : INFO : Epoch 1766 | loss: 0.031157 | val_loss: 0.0311706 | Time: 1485.09 ms [2022-02-06 20:50:02 main:574] : INFO : Epoch 1767 | loss: 0.0311579 | val_loss: 0.0311745 | Time: 1489.96 ms [2022-02-06 20:50:03 main:574] : INFO : Epoch 1768 | loss: 0.0311571 | val_loss: 0.0311719 | Time: 1474.87 ms [2022-02-06 20:50:05 main:574] : INFO : Epoch 1769 | loss: 0.0311573 | val_loss: 0.0311738 | Time: 1502.36 ms [2022-02-06 20:50:06 main:574] : INFO : Epoch 1770 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 1465.62 ms [2022-02-06 20:50:08 main:574] : INFO : Epoch 1771 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 1483.63 ms [2022-02-06 20:50:09 main:574] : INFO : Epoch 1772 | loss: 0.031159 | val_loss: 0.0311708 | Time: 1519.07 ms [2022-02-06 20:50:11 main:574] : INFO : Epoch 1773 | loss: 0.031158 | val_loss: 0.0311742 | Time: 1452.16 ms [2022-02-06 20:50:12 main:574] : INFO : Epoch 1774 | loss: 0.0311583 | val_loss: 0.0311736 | Time: 1493.64 ms [2022-02-06 20:50:14 main:574] : INFO : Epoch 1775 | loss: 0.0311575 | val_loss: 0.0311715 | Time: 1483.18 ms [2022-02-06 20:50:15 main:574] : INFO : Epoch 1776 | loss: 0.0311563 | val_loss: 0.0311715 | Time: 1490.26 ms [2022-02-06 20:50:17 main:574] : INFO : Epoch 1777 | loss: 0.0311579 | val_loss: 0.0311705 | Time: 1462.44 ms [2022-02-06 20:50:18 main:574] : INFO : Epoch 1778 | loss: 0.0311654 | val_loss: 0.031195 | Time: 1492.12 ms [2022-02-06 20:50:20 main:574] : INFO : Epoch 1779 | loss: 0.0311653 | val_loss: 0.0311722 | Time: 1507.38 ms [2022-02-06 20:50:21 main:574] : INFO : Epoch 1780 | loss: 0.0311568 | val_loss: 0.031173 | Time: 1459.93 ms [2022-02-06 20:50:23 main:574] : INFO : Epoch 1781 | loss: 0.0311555 | val_loss: 0.0311718 | Time: 1459 ms [2022-02-06 20:50:24 main:574] : INFO : Epoch 1782 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 1527.41 ms [2022-02-06 20:50:26 main:574] : INFO : Epoch 1783 | loss: 0.031156 | val_loss: 0.0311701 | Time: 1471.06 ms [2022-02-06 20:50:27 main:574] : INFO : Epoch 1784 | loss: 0.0311547 | val_loss: 0.0311719 | Time: 1472.7 ms [2022-02-06 20:50:29 main:574] : INFO : Epoch 1785 | loss: 0.0311536 | val_loss: 0.0311715 | Time: 1493.98 ms [2022-02-06 20:50:30 main:574] : INFO : Epoch 1786 | loss: 0.031154 | val_loss: 0.0311744 | Time: 1507.54 ms [2022-02-06 20:50:32 main:574] : INFO : Epoch 1787 | loss: 0.031155 | val_loss: 0.0311726 | Time: 1458.89 ms [2022-02-06 20:50:33 main:574] : INFO : Epoch 1788 | loss: 0.0311545 | val_loss: 0.0311751 | Time: 1476.82 ms [2022-02-06 20:50:35 main:574] : INFO : Epoch 1789 | loss: 0.0311562 | val_loss: 0.0311704 | Time: 1516.76 ms [2022-02-06 20:50:36 main:574] : INFO : Epoch 1790 | loss: 0.0311547 | val_loss: 0.0311749 | Time: 1471.18 ms [2022-02-06 20:50:38 main:574] : INFO : Epoch 1791 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 1460.54 ms [2022-02-06 20:50:39 main:574] : INFO : Epoch 1792 | loss: 0.0311553 | val_loss: 0.0311748 | Time: 1518.64 ms [2022-02-06 20:50:41 main:574] : INFO : Epoch 1793 | loss: 0.0311535 | val_loss: 0.0311717 | Time: 1483.68 ms [2022-02-06 20:50:42 main:574] : INFO : Epoch 1794 | loss: 0.031154 | val_loss: 0.0311729 | Time: 1464.56 ms [2022-02-06 20:50:44 main:574] : INFO : Epoch 1795 | loss: 0.031153 | val_loss: 0.0311729 | Time: 1502.73 ms [2022-02-06 20:50:45 main:574] : INFO : Epoch 1796 | loss: 0.0311518 | val_loss: 0.0311771 | Time: 1527.51 ms [2022-02-06 20:50:47 main:574] : INFO : Epoch 1797 | loss: 0.0311525 | val_loss: 0.0311703 | Time: 1456.47 ms [2022-02-06 20:50:48 main:574] : INFO : Epoch 1798 | loss: 0.0311517 | val_loss: 0.0311684 | Time: 1443.27 ms [2022-02-06 20:50:49 main:574] : INFO : Epoch 1799 | loss: 0.0311528 | val_loss: 0.0311717 | Time: 1534.49 ms [2022-02-06 20:50:51 main:574] : INFO : Epoch 1800 | loss: 0.0311558 | val_loss: 0.0311755 | Time: 1480.8 ms [2022-02-06 20:50:52 main:574] : INFO : Epoch 1801 | loss: 0.0311569 | val_loss: 0.0311732 | Time: 1453.55 ms [2022-02-06 20:50:54 main:574] : INFO : Epoch 1802 | loss: 0.0311598 | val_loss: 0.0311746 | Time: 1499.77 ms [2022-02-06 20:50:55 main:574] : INFO : Epoch 1803 | loss: 0.031159 | val_loss: 0.0311726 | Time: 1500.26 ms [2022-02-06 20:50:57 main:574] : INFO : Epoch 1804 | loss: 0.0311581 | val_loss: 0.0311805 | Time: 1460.89 ms [2022-02-06 20:50:58 main:574] : INFO : Epoch 1805 | loss: 0.0311592 | val_loss: 0.0311749 | Time: 1466.96 ms [2022-02-06 20:51:00 main:574] : INFO : Epoch 1806 | loss: 0.0311583 | val_loss: 0.0311735 | Time: 1544.63 ms [2022-02-06 20:51:01 main:574] : INFO : Epoch 1807 | loss: 0.0311587 | val_loss: 0.0311726 | Time: 1462.97 ms [2022-02-06 20:51:03 main:574] : INFO : Epoch 1808 | loss: 0.0311646 | val_loss: 0.031175 | Time: 1453.31 ms [2022-02-06 20:51:04 main:574] : INFO : Epoch 1809 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 1517.97 ms [2022-02-06 20:51:06 main:574] : INFO : Epoch 1810 | loss: 0.0311653 | val_loss: 0.0311744 | Time: 1498.25 ms [2022-02-06 20:51:07 main:574] : INFO : Epoch 1811 | loss: 0.0311603 | val_loss: 0.0311751 | Time: 1449.19 ms [2022-02-06 20:51:09 main:574] : INFO : Epoch 1812 | loss: 0.0311615 | val_loss: 0.031178 | Time: 1492.53 ms [2022-02-06 20:51:10 main:574] : INFO : Epoch 1813 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 1518.59 ms [2022-02-06 20:51:12 main:574] : INFO : Epoch 1814 | loss: 0.03116 | val_loss: 0.031175 | Time: 1463.02 ms [2022-02-06 20:51:13 main:574] : INFO : Epoch 1815 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 1451.02 ms [2022-02-06 20:51:15 main:574] : INFO : Epoch 1816 | loss: 0.0311569 | val_loss: 0.0311743 | Time: 1541.18 ms [2022-02-06 20:51:16 main:574] : INFO : Epoch 1817 | loss: 0.0311552 | val_loss: 0.031173 | Time: 1467.49 ms [2022-02-06 20:51:18 main:574] : INFO : Epoch 1818 | loss: 0.0311549 | val_loss: 0.0311739 | Time: 1459.53 ms [2022-02-06 20:51:19 main:574] : INFO : Epoch 1819 | loss: 0.0311563 | val_loss: 0.0311751 | Time: 1504.85 ms [2022-02-06 20:51:21 main:574] : INFO : Epoch 1820 | loss: 0.0311574 | val_loss: 0.031174 | Time: 1502.04 ms [2022-02-06 20:51:22 main:574] : INFO : Epoch 1821 | loss: 0.0311559 | val_loss: 0.0311773 | Time: 1449.21 ms [2022-02-06 20:51:24 main:574] : INFO : Epoch 1822 | loss: 0.0311589 | val_loss: 0.0311746 | Time: 1466.94 ms [2022-02-06 20:51:25 main:574] : INFO : Epoch 1823 | loss: 0.0311601 | val_loss: 0.0311785 | Time: 1532.15 ms [2022-02-06 20:51:27 main:574] : INFO : Epoch 1824 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 1475.12 ms [2022-02-06 20:51:28 main:574] : INFO : Epoch 1825 | loss: 0.0311601 | val_loss: 0.0311753 | Time: 1433.73 ms [2022-02-06 20:51:30 main:574] : INFO : Epoch 1826 | loss: 0.031159 | val_loss: 0.0311732 | Time: 1530.49 ms [2022-02-06 20:51:31 main:574] : INFO : Epoch 1827 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 1486.09 ms [2022-02-06 20:51:33 main:574] : INFO : Epoch 1828 | loss: 0.031157 | val_loss: 0.0311786 | Time: 1462.92 ms [2022-02-06 20:51:34 main:574] : INFO : Epoch 1829 | loss: 0.0311578 | val_loss: 0.0311754 | Time: 1497.91 ms [2022-02-06 20:51:36 main:574] : INFO : Epoch 1830 | loss: 0.0311588 | val_loss: 0.0311726 | Time: 1520.15 ms [2022-02-06 20:51:37 main:574] : INFO : Epoch 1831 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 1452.24 ms [2022-02-06 20:51:39 main:574] : INFO : Epoch 1832 | loss: 0.0311646 | val_loss: 0.0311758 | Time: 1453.1 ms [2022-02-06 20:51:40 main:574] : INFO : Epoch 1833 | loss: 0.0311623 | val_loss: 0.0311714 | Time: 1539.61 ms [2022-02-06 20:51:42 main:574] : INFO : Epoch 1834 | loss: 0.0311632 | val_loss: 0.031175 | Time: 1484.86 ms [2022-02-06 20:51:43 main:574] : INFO : Epoch 1835 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 1454.3 ms [2022-02-06 20:51:45 main:574] : INFO : Epoch 1836 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 1517.87 ms [2022-02-06 20:51:46 main:574] : INFO : Epoch 1837 | loss: 0.0311637 | val_loss: 0.031173 | Time: 1500 ms [2022-02-06 20:51:48 main:574] : INFO : Epoch 1838 | loss: 0.0311632 | val_loss: 0.031176 | Time: 1477.5 ms [2022-02-06 20:51:49 main:574] : INFO : Epoch 1839 | loss: 0.031164 | val_loss: 0.0311743 | Time: 1470.09 ms [2022-02-06 20:51:51 main:574] : INFO : Epoch 1840 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 1539.49 ms [2022-02-06 20:51:52 main:574] : INFO : Epoch 1841 | loss: 0.0311657 | val_loss: 0.0311787 | Time: 1463.98 ms [2022-02-06 20:51:54 main:574] : INFO : Epoch 1842 | loss: 0.0311679 | val_loss: 0.0311747 | Time: 1448.52 ms [2022-02-06 20:51:55 main:574] : INFO : Epoch 1843 | loss: 0.0311651 | val_loss: 0.031171 | Time: 1527.71 ms [2022-02-06 20:51:57 main:574] : INFO : Epoch 1844 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1492.59 ms [2022-02-06 20:51:58 main:574] : INFO : Epoch 1845 | loss: 0.0311636 | val_loss: 0.0311721 | Time: 1446.54 ms [2022-02-06 20:52:00 main:574] : INFO : Epoch 1846 | loss: 0.0311632 | val_loss: 0.031173 | Time: 1502.61 ms [2022-02-06 20:52:01 main:574] : INFO : Epoch 1847 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 1518.62 ms [2022-02-06 20:52:03 main:574] : INFO : Epoch 1848 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 1464.89 ms [2022-02-06 20:52:04 main:574] : INFO : Epoch 1849 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 1449.11 ms [2022-02-06 20:52:06 main:574] : INFO : Epoch 1850 | loss: 0.0311621 | val_loss: 0.031171 | Time: 1544.99 ms [2022-02-06 20:52:07 main:574] : INFO : Epoch 1851 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 1472.57 ms [2022-02-06 20:52:09 main:574] : INFO : Epoch 1852 | loss: 0.031161 | val_loss: 0.0311736 | Time: 1448.2 ms [2022-02-06 20:52:10 main:574] : INFO : Epoch 1853 | loss: 0.03116 | val_loss: 0.0311719 | Time: 1514.59 ms [2022-02-06 20:52:12 main:574] : INFO : Epoch 1854 | loss: 0.0311598 | val_loss: 0.0311695 | Time: 1521.31 ms [2022-02-06 20:52:13 main:574] : INFO : Epoch 1855 | loss: 0.0311617 | val_loss: 0.0311689 | Time: 1437.4 ms [2022-02-06 20:52:15 main:574] : INFO : Epoch 1856 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 1468.83 ms [2022-02-06 20:52:16 main:574] : INFO : Epoch 1857 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 1544.15 ms [2022-02-06 20:52:18 main:574] : INFO : Epoch 1858 | loss: 0.0311595 | val_loss: 0.0311702 | Time: 1472.5 ms [2022-02-06 20:52:19 main:574] : INFO : Epoch 1859 | loss: 0.0311586 | val_loss: 0.0311741 | Time: 1447.41 ms [2022-02-06 20:52:21 main:574] : INFO : Epoch 1860 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 1523.03 ms [2022-02-06 20:52:22 main:574] : INFO : Epoch 1861 | loss: 0.0311609 | val_loss: 0.0311717 | Time: 1517.81 ms [2022-02-06 20:52:24 main:574] : INFO : Epoch 1862 | loss: 0.0311599 | val_loss: 0.0311679 | Time: 1449.82 ms [2022-02-06 20:52:25 main:574] : INFO : Epoch 1863 | loss: 0.0311584 | val_loss: 0.0311648 | Time: 1482.39 ms [2022-02-06 20:52:27 main:574] : INFO : Epoch 1864 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 1543.54 ms [2022-02-06 20:52:28 main:574] : INFO : Epoch 1865 | loss: 0.0311609 | val_loss: 0.031168 | Time: 1457.45 ms [2022-02-06 20:52:30 main:574] : INFO : Epoch 1866 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 1455.98 ms [2022-02-06 20:52:31 main:574] : INFO : Epoch 1867 | loss: 0.0311587 | val_loss: 0.031165 | Time: 1528.95 ms [2022-02-06 20:52:33 main:574] : INFO : Epoch 1868 | loss: 0.0311583 | val_loss: 0.031167 | Time: 1491.44 ms [2022-02-06 20:52:34 main:574] : INFO : Epoch 1869 | loss: 0.0311577 | val_loss: 0.0311672 | Time: 1449.43 ms [2022-02-06 20:52:36 main:574] : INFO : Epoch 1870 | loss: 0.031158 | val_loss: 0.0311669 | Time: 1512.56 ms [2022-02-06 20:52:37 main:574] : INFO : Epoch 1871 | loss: 0.031158 | val_loss: 0.0311694 | Time: 1510.9 ms [2022-02-06 20:52:39 main:574] : INFO : Epoch 1872 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 1461.66 ms [2022-02-06 20:52:40 main:574] : INFO : Epoch 1873 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 1444.38 ms [2022-02-06 20:52:42 main:574] : INFO : Epoch 1874 | loss: 0.0311577 | val_loss: 0.0311693 | Time: 1548.72 ms [2022-02-06 20:52:43 main:574] : INFO : Epoch 1875 | loss: 0.0311593 | val_loss: 0.031169 | Time: 1507.74 ms [2022-02-06 20:52:45 main:574] : INFO : Epoch 1876 | loss: 0.0311574 | val_loss: 0.0311664 | Time: 1452.79 ms [2022-02-06 20:52:46 main:574] : INFO : Epoch 1877 | loss: 0.0311564 | val_loss: 0.031167 | Time: 1508.6 ms [2022-02-06 20:52:48 main:574] : INFO : Epoch 1878 | loss: 0.0311572 | val_loss: 0.0311671 | Time: 1498.86 ms [2022-02-06 20:52:49 main:574] : INFO : Epoch 1879 | loss: 0.0311614 | val_loss: 0.0311668 | Time: 1474.44 ms [2022-02-06 20:52:51 main:574] : INFO : Epoch 1880 | loss: 0.0311619 | val_loss: 0.0311685 | Time: 1497.65 ms [2022-02-06 20:52:52 main:574] : INFO : Epoch 1881 | loss: 0.031161 | val_loss: 0.0311716 | Time: 1486.92 ms [2022-02-06 20:52:54 main:574] : INFO : Epoch 1882 | loss: 0.0311632 | val_loss: 0.031167 | Time: 1464.5 ms [2022-02-06 20:52:55 main:574] : INFO : Epoch 1883 | loss: 0.0311616 | val_loss: 0.0311686 | Time: 1451.74 ms [2022-02-06 20:52:57 main:574] : INFO : Epoch 1884 | loss: 0.0311593 | val_loss: 0.0311768 | Time: 1540.94 ms [2022-02-06 20:52:58 main:574] : INFO : Epoch 1885 | loss: 0.031159 | val_loss: 0.0311662 | Time: 1459.94 ms [2022-02-06 20:52:59 main:574] : INFO : Epoch 1886 | loss: 0.0311562 | val_loss: 0.0311676 | Time: 1484.92 ms [2022-02-06 20:53:01 main:574] : INFO : Epoch 1887 | loss: 0.031156 | val_loss: 0.0311659 | Time: 1492.51 ms [2022-02-06 20:53:02 main:574] : INFO : Epoch 1888 | loss: 0.0311566 | val_loss: 0.0311671 | Time: 1507.38 ms [2022-02-06 20:53:04 main:574] : INFO : Epoch 1889 | loss: 0.0311556 | val_loss: 0.0311677 | Time: 1470.37 ms [2022-02-06 20:53:05 main:574] : INFO : Epoch 1890 | loss: 0.0311565 | val_loss: 0.0311687 | Time: 1462.56 ms [2022-02-06 20:53:07 main:574] : INFO : Epoch 1891 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 1523.2 ms [2022-02-06 20:53:08 main:574] : INFO : Epoch 1892 | loss: 0.0311556 | val_loss: 0.0311686 | Time: 1480.38 ms [2022-02-06 20:53:10 main:574] : INFO : Epoch 1893 | loss: 0.0311538 | val_loss: 0.0311711 | Time: 1451.35 ms [2022-02-06 20:53:11 main:574] : INFO : Epoch 1894 | loss: 0.0311542 | val_loss: 0.0311683 | Time: 1527.01 ms [2022-02-06 20:53:13 main:574] : INFO : Epoch 1895 | loss: 0.0311546 | val_loss: 0.031169 | Time: 1468.69 ms [2022-02-06 20:53:14 main:574] : INFO : Epoch 1896 | loss: 0.031154 | val_loss: 0.0311702 | Time: 1480.91 ms [2022-02-06 20:53:16 main:574] : INFO : Epoch 1897 | loss: 0.031154 | val_loss: 0.0311702 | Time: 1457.16 ms [2022-02-06 20:53:17 main:574] : INFO : Epoch 1898 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 1531.55 ms [2022-02-06 20:53:19 main:574] : INFO : Epoch 1899 | loss: 0.0311552 | val_loss: 0.0311669 | Time: 1474.94 ms [2022-02-06 20:53:20 main:574] : INFO : Epoch 1900 | loss: 0.0311549 | val_loss: 0.0311661 | Time: 1460.49 ms [2022-02-06 20:53:22 main:574] : INFO : Epoch 1901 | loss: 0.0311571 | val_loss: 0.0311732 | Time: 1511.06 ms [2022-02-06 20:53:23 main:574] : INFO : Epoch 1902 | loss: 0.0311588 | val_loss: 0.0311673 | Time: 1476.43 ms [2022-02-06 20:53:25 main:574] : INFO : Epoch 1903 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 1481.84 ms [2022-02-06 20:53:26 main:574] : INFO : Epoch 1904 | loss: 0.0311562 | val_loss: 0.0311762 | Time: 1495.6 ms [2022-02-06 20:53:28 main:574] : INFO : Epoch 1905 | loss: 0.0311588 | val_loss: 0.03117 | Time: 1473.63 ms [2022-02-06 20:53:29 main:574] : INFO : Epoch 1906 | loss: 0.0311575 | val_loss: 0.0311701 | Time: 1494.57 ms [2022-02-06 20:53:31 main:574] : INFO : Epoch 1907 | loss: 0.0311581 | val_loss: 0.0311686 | Time: 1464.68 ms [2022-02-06 20:53:32 main:574] : INFO : Epoch 1908 | loss: 0.0311565 | val_loss: 0.0311719 | Time: 1514.36 ms [2022-02-06 20:53:34 main:574] : INFO : Epoch 1909 | loss: 0.0311577 | val_loss: 0.0311676 | Time: 1489.43 ms [2022-02-06 20:53:35 main:574] : INFO : Epoch 1910 | loss: 0.0311597 | val_loss: 0.0311779 | Time: 1536.15 ms [2022-02-06 20:53:37 main:574] : INFO : Epoch 1911 | loss: 0.0311581 | val_loss: 0.0311663 | Time: 1488.71 ms [2022-02-06 20:53:38 main:574] : INFO : Epoch 1912 | loss: 0.0311548 | val_loss: 0.0311724 | Time: 1435.41 ms [2022-02-06 20:53:40 main:574] : INFO : Epoch 1913 | loss: 0.0311583 | val_loss: 0.0311682 | Time: 1473.21 ms [2022-02-06 20:53:41 main:574] : INFO : Epoch 1914 | loss: 0.0311621 | val_loss: 0.0311707 | Time: 1480.06 ms [2022-02-06 20:53:43 main:574] : INFO : Epoch 1915 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 1485.57 ms [2022-02-06 20:53:44 main:574] : INFO : Epoch 1916 | loss: 0.031157 | val_loss: 0.0311659 | Time: 1475.55 ms [2022-02-06 20:53:46 main:574] : INFO : Epoch 1917 | loss: 0.0311573 | val_loss: 0.0311679 | Time: 1455.75 ms [2022-02-06 20:53:47 main:574] : INFO : Epoch 1918 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 1510.01 ms [2022-02-06 20:53:49 main:574] : INFO : Epoch 1919 | loss: 0.0311557 | val_loss: 0.0311674 | Time: 1465.19 ms [2022-02-06 20:53:50 main:574] : INFO : Epoch 1920 | loss: 0.0311574 | val_loss: 0.0311794 | Time: 1462.9 ms [2022-02-06 20:53:52 main:574] : INFO : Epoch 1921 | loss: 0.0311621 | val_loss: 0.031171 | Time: 1481.51 ms [2022-02-06 20:53:53 main:574] : INFO : Epoch 1922 | loss: 0.031156 | val_loss: 0.0311644 | Time: 1432.94 ms [2022-02-06 20:53:55 main:574] : INFO : Epoch 1923 | loss: 0.0311546 | val_loss: 0.0311668 | Time: 1447.31 ms [2022-02-06 20:53:56 main:574] : INFO : Epoch 1924 | loss: 0.0311563 | val_loss: 0.0311644 | Time: 1497.97 ms [2022-02-06 20:53:58 main:574] : INFO : Epoch 1925 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 1473.89 ms [2022-02-06 20:53:59 main:574] : INFO : Epoch 1926 | loss: 0.0311552 | val_loss: 0.0311646 | Time: 1422.6 ms [2022-02-06 20:54:00 main:574] : INFO : Epoch 1927 | loss: 0.0311528 | val_loss: 0.0311668 | Time: 1462.78 ms [2022-02-06 20:54:02 main:574] : INFO : Epoch 1928 | loss: 0.0311549 | val_loss: 0.0311643 | Time: 1512.22 ms [2022-02-06 20:54:04 main:574] : INFO : Epoch 1929 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 1426.79 ms [2022-02-06 20:54:05 main:574] : INFO : Epoch 1930 | loss: 0.0311548 | val_loss: 0.0311664 | Time: 1469.57 ms [2022-02-06 20:54:07 main:574] : INFO : Epoch 1931 | loss: 0.0311544 | val_loss: 0.0311635 | Time: 1514.75 ms [2022-02-06 20:54:08 main:574] : INFO : Epoch 1932 | loss: 0.0311535 | val_loss: 0.031165 | Time: 1455.73 ms [2022-02-06 20:54:10 main:574] : INFO : Epoch 1933 | loss: 0.0311584 | val_loss: 0.0311689 | Time: 1439.35 ms [2022-02-06 20:54:11 main:574] : INFO : Epoch 1934 | loss: 0.03116 | val_loss: 0.0311679 | Time: 1520.03 ms [2022-02-06 20:54:13 main:574] : INFO : Epoch 1935 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 1464.25 ms [2022-02-06 20:54:14 main:574] : INFO : Epoch 1936 | loss: 0.0311551 | val_loss: 0.0311643 | Time: 1447.88 ms [2022-02-06 20:54:16 main:574] : INFO : Epoch 1937 | loss: 0.0311558 | val_loss: 0.031168 | Time: 1487.82 ms [2022-02-06 20:54:17 main:574] : INFO : Epoch 1938 | loss: 0.0311557 | val_loss: 0.0311667 | Time: 1489.57 ms [2022-02-06 20:54:19 main:574] : INFO : Epoch 1939 | loss: 0.0311538 | val_loss: 0.0311646 | Time: 1427.37 ms [2022-02-06 20:54:20 main:574] : INFO : Epoch 1940 | loss: 0.0311549 | val_loss: 0.0311648 | Time: 1491.95 ms [2022-02-06 20:54:22 main:574] : INFO : Epoch 1941 | loss: 0.0311541 | val_loss: 0.0311639 | Time: 1509.79 ms [2022-02-06 20:54:23 main:574] : INFO : Epoch 1942 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 1417.08 ms [2022-02-06 20:54:25 main:574] : INFO : Epoch 1943 | loss: 0.0311531 | val_loss: 0.03117 | Time: 1458.68 ms [2022-02-06 20:54:26 main:574] : INFO : Epoch 1944 | loss: 0.0311582 | val_loss: 0.031167 | Time: 1519.3 ms [2022-02-06 20:54:28 main:574] : INFO : Epoch 1945 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 1438.07 ms [2022-02-06 20:54:29 main:574] : INFO : Epoch 1946 | loss: 0.0311605 | val_loss: 0.0311701 | Time: 1435.3 ms [2022-02-06 20:54:31 main:574] : INFO : Epoch 1947 | loss: 0.0311556 | val_loss: 0.0311681 | Time: 1514.29 ms [2022-02-06 20:54:32 main:574] : INFO : Epoch 1948 | loss: 0.0311552 | val_loss: 0.0311675 | Time: 1471.28 ms [2022-02-06 20:54:33 main:574] : INFO : Epoch 1949 | loss: 0.0311571 | val_loss: 0.0311712 | Time: 1413.78 ms [2022-02-06 20:54:35 main:574] : INFO : Epoch 1950 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 1507 ms [2022-02-06 20:54:36 main:574] : INFO : Epoch 1951 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 1483.61 ms [2022-02-06 20:54:38 main:574] : INFO : Epoch 1952 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 1428.03 ms [2022-02-06 20:54:39 main:574] : INFO : Epoch 1953 | loss: 0.0311602 | val_loss: 0.031168 | Time: 1474.09 ms [2022-02-06 20:54:41 main:574] : INFO : Epoch 1954 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 1504.3 ms [2022-02-06 20:54:42 main:574] : INFO : Epoch 1955 | loss: 0.0311584 | val_loss: 0.0311737 | Time: 1459.65 ms [2022-02-06 20:54:44 main:574] : INFO : Epoch 1956 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 1448.67 ms [2022-02-06 20:54:45 main:574] : INFO : Epoch 1957 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 1512.23 ms [2022-02-06 20:54:47 main:574] : INFO : Epoch 1958 | loss: 0.0311604 | val_loss: 0.031165 | Time: 1455.96 ms [2022-02-06 20:54:48 main:574] : INFO : Epoch 1959 | loss: 0.0311566 | val_loss: 0.0311666 | Time: 1431.1 ms [2022-02-06 20:54:50 main:574] : INFO : Epoch 1960 | loss: 0.0311557 | val_loss: 0.0311724 | Time: 1505.5 ms [2022-02-06 20:54:51 main:574] : INFO : Epoch 1961 | loss: 0.0311583 | val_loss: 0.0311699 | Time: 1472.68 ms [2022-02-06 20:54:53 main:574] : INFO : Epoch 1962 | loss: 0.0311566 | val_loss: 0.0311643 | Time: 1436.09 ms [2022-02-06 20:54:54 main:574] : INFO : Epoch 1963 | loss: 0.0311552 | val_loss: 0.0311659 | Time: 1471.41 ms [2022-02-06 20:54:56 main:574] : INFO : Epoch 1964 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 1474.43 ms [2022-02-06 20:54:57 main:574] : INFO : Epoch 1965 | loss: 0.0311543 | val_loss: 0.0311681 | Time: 1457.7 ms [2022-02-06 20:54:59 main:574] : INFO : Epoch 1966 | loss: 0.031152 | val_loss: 0.0311661 | Time: 1462.13 ms [2022-02-06 20:55:00 main:574] : INFO : Epoch 1967 | loss: 0.031151 | val_loss: 0.0311671 | Time: 1485.12 ms [2022-02-06 20:55:02 main:574] : INFO : Epoch 1968 | loss: 0.0311542 | val_loss: 0.0311675 | Time: 1448.97 ms [2022-02-06 20:55:03 main:574] : INFO : Epoch 1969 | loss: 0.0311524 | val_loss: 0.0311663 | Time: 1442.44 ms [2022-02-06 20:55:04 main:574] : INFO : Epoch 1970 | loss: 0.0311512 | val_loss: 0.031167 | Time: 1506.75 ms [2022-02-06 20:55:06 main:574] : INFO : Epoch 1971 | loss: 0.0311506 | val_loss: 0.0311661 | Time: 1460.93 ms [2022-02-06 20:55:07 main:574] : INFO : Epoch 1972 | loss: 0.0311532 | val_loss: 0.0311668 | Time: 1460.95 ms [2022-02-06 20:55:09 main:574] : INFO : Epoch 1973 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 1473.59 ms [2022-02-06 20:55:10 main:574] : INFO : Epoch 1974 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 1461.05 ms [2022-02-06 20:55:12 main:574] : INFO : Epoch 1975 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 1499.32 ms [2022-02-06 20:55:13 main:574] : INFO : Epoch 1976 | loss: 0.0311518 | val_loss: 0.0311666 | Time: 1426.24 ms [2022-02-06 20:55:15 main:574] : INFO : Epoch 1977 | loss: 0.031152 | val_loss: 0.0311676 | Time: 1483.25 ms [2022-02-06 20:55:16 main:574] : INFO : Epoch 1978 | loss: 0.0311524 | val_loss: 0.0311691 | Time: 1459.15 ms [2022-02-06 20:55:18 main:574] : INFO : Epoch 1979 | loss: 0.0311514 | val_loss: 0.0311682 | Time: 1471.55 ms [2022-02-06 20:55:19 main:574] : INFO : Epoch 1980 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 1466.34 ms [2022-02-06 20:55:21 main:574] : INFO : Epoch 1981 | loss: 0.0311525 | val_loss: 0.0311736 | Time: 1454.65 ms [2022-02-06 20:55:22 main:574] : INFO : Epoch 1982 | loss: 0.0311543 | val_loss: 0.0311694 | Time: 1495.63 ms [2022-02-06 20:55:24 main:574] : INFO : Epoch 1983 | loss: 0.0311538 | val_loss: 0.0311692 | Time: 1451.15 ms [2022-02-06 20:55:25 main:574] : INFO : Epoch 1984 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 1451.27 ms [2022-02-06 20:55:27 main:574] : INFO : Epoch 1985 | loss: 0.0311501 | val_loss: 0.0311689 | Time: 1518.35 ms [2022-02-06 20:55:28 main:574] : INFO : Epoch 1986 | loss: 0.0311505 | val_loss: 0.031167 | Time: 1443.06 ms [2022-02-06 20:55:30 main:574] : INFO : Epoch 1987 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 1451.29 ms [2022-02-06 20:55:31 main:574] : INFO : Epoch 1988 | loss: 0.0311505 | val_loss: 0.0311659 | Time: 1480.76 ms [2022-02-06 20:55:33 main:574] : INFO : Epoch 1989 | loss: 0.0311499 | val_loss: 0.0311677 | Time: 1483.93 ms [2022-02-06 20:55:34 main:574] : INFO : Epoch 1990 | loss: 0.0311506 | val_loss: 0.0311679 | Time: 1410.76 ms [2022-02-06 20:55:35 main:574] : INFO : Epoch 1991 | loss: 0.0311523 | val_loss: 0.0311689 | Time: 1487.24 ms [2022-02-06 20:55:37 main:574] : INFO : Epoch 1992 | loss: 0.0311517 | val_loss: 0.0311685 | Time: 1500.53 ms [2022-02-06 20:55:38 main:574] : INFO : Epoch 1993 | loss: 0.0311508 | val_loss: 0.0311689 | Time: 1430.65 ms [2022-02-06 20:55:40 main:574] : INFO : Epoch 1994 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 1440.03 ms [2022-02-06 20:55:41 main:574] : INFO : Epoch 1995 | loss: 0.0311516 | val_loss: 0.0311739 | Time: 1522.1 ms [2022-02-06 20:55:43 main:574] : INFO : Epoch 1996 | loss: 0.0311553 | val_loss: 0.0311692 | Time: 1471.17 ms [2022-02-06 20:55:44 main:574] : INFO : Epoch 1997 | loss: 0.0311543 | val_loss: 0.0311691 | Time: 1451.48 ms [2022-02-06 20:55:46 main:574] : INFO : Epoch 1998 | loss: 0.0311546 | val_loss: 0.0311747 | Time: 1504.64 ms [2022-02-06 20:55:47 main:574] : INFO : Epoch 1999 | loss: 0.0311546 | val_loss: 0.0311699 | Time: 1476.42 ms [2022-02-06 20:55:49 main:574] : INFO : Epoch 2000 | loss: 0.0311518 | val_loss: 0.0311683 | Time: 1425.09 ms [2022-02-06 20:55:50 main:574] : INFO : Epoch 2001 | loss: 0.0311535 | val_loss: 0.0311712 | Time: 1490.53 ms [2022-02-06 20:55:52 main:574] : INFO : Epoch 2002 | loss: 0.0311566 | val_loss: 0.0311718 | Time: 1481.58 ms [2022-02-06 20:55:53 main:574] : INFO : Epoch 2003 | loss: 0.0311536 | val_loss: 0.0311775 | Time: 1418.7 ms [2022-02-06 20:55:55 main:574] : INFO : Epoch 2004 | loss: 0.0311564 | val_loss: 0.0311726 | Time: 1476.09 ms [2022-02-06 20:55:56 main:574] : INFO : Epoch 2005 | loss: 0.0311546 | val_loss: 0.031171 | Time: 1507.47 ms [2022-02-06 20:55:58 main:574] : INFO : Epoch 2006 | loss: 0.0311538 | val_loss: 0.0311719 | Time: 1443.87 ms [2022-02-06 20:55:59 main:574] : INFO : Epoch 2007 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 1438.21 ms [2022-02-06 20:56:01 main:574] : INFO : Epoch 2008 | loss: 0.0311519 | val_loss: 0.0311758 | Time: 1526.37 ms [2022-02-06 20:56:02 main:574] : INFO : Epoch 2009 | loss: 0.0311539 | val_loss: 0.0311697 | Time: 1461.42 ms [2022-02-06 20:56:03 main:574] : INFO : Epoch 2010 | loss: 0.0311545 | val_loss: 0.0311699 | Time: 1407.24 ms [2022-02-06 20:56:05 main:574] : INFO : Epoch 2011 | loss: 0.031151 | val_loss: 0.031169 | Time: 1513.96 ms [2022-02-06 20:56:06 main:574] : INFO : Epoch 2012 | loss: 0.0311498 | val_loss: 0.031169 | Time: 1472.57 ms [2022-02-06 20:56:08 main:574] : INFO : Epoch 2013 | loss: 0.0311496 | val_loss: 0.0311682 | Time: 1438.23 ms [2022-02-06 20:56:09 main:574] : INFO : Epoch 2014 | loss: 0.0311515 | val_loss: 0.0311771 | Time: 1479.76 ms [2022-02-06 20:56:11 main:574] : INFO : Epoch 2015 | loss: 0.0311556 | val_loss: 0.0311741 | Time: 1488.91 ms [2022-02-06 20:56:12 main:574] : INFO : Epoch 2016 | loss: 0.0311509 | val_loss: 0.0311749 | Time: 1450.13 ms [2022-02-06 20:56:14 main:574] : INFO : Epoch 2017 | loss: 0.0311509 | val_loss: 0.0311695 | Time: 1446.07 ms [2022-02-06 20:56:15 main:574] : INFO : Epoch 2018 | loss: 0.0311503 | val_loss: 0.0311706 | Time: 1509.04 ms [2022-02-06 20:56:17 main:574] : INFO : Epoch 2019 | loss: 0.0311508 | val_loss: 0.0311735 | Time: 1453.4 ms [2022-02-06 20:56:18 main:574] : INFO : Epoch 2020 | loss: 0.0311508 | val_loss: 0.0311683 | Time: 1446.76 ms [2022-02-06 20:56:20 main:574] : INFO : Epoch 2021 | loss: 0.0311474 | val_loss: 0.0311729 | Time: 1513.51 ms [2022-02-06 20:56:21 main:574] : INFO : Epoch 2022 | loss: 0.03115 | val_loss: 0.0311719 | Time: 1456.54 ms [2022-02-06 20:56:23 main:574] : INFO : Epoch 2023 | loss: 0.0311531 | val_loss: 0.0311695 | Time: 1439.21 ms [2022-02-06 20:56:24 main:574] : INFO : Epoch 2024 | loss: 0.03115 | val_loss: 0.0311689 | Time: 1483.68 ms [2022-02-06 20:56:26 main:574] : INFO : Epoch 2025 | loss: 0.0311488 | val_loss: 0.0311704 | Time: 1464.83 ms [2022-02-06 20:56:27 main:574] : INFO : Epoch 2026 | loss: 0.0311503 | val_loss: 0.0311704 | Time: 1460.68 ms [2022-02-06 20:56:29 main:574] : INFO : Epoch 2027 | loss: 0.0311513 | val_loss: 0.0311737 | Time: 1451.34 ms [2022-02-06 20:56:30 main:574] : INFO : Epoch 2028 | loss: 0.0311527 | val_loss: 0.0311684 | Time: 1483.35 ms [2022-02-06 20:56:31 main:574] : INFO : Epoch 2029 | loss: 0.0311523 | val_loss: 0.0311695 | Time: 1455.03 ms [2022-02-06 20:56:33 main:574] : INFO : Epoch 2030 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 1467.32 ms [2022-02-06 20:56:34 main:574] : INFO : Epoch 2031 | loss: 0.0311518 | val_loss: 0.031165 | Time: 1490.28 ms [2022-02-06 20:56:36 main:574] : INFO : Epoch 2032 | loss: 0.0311513 | val_loss: 0.0311677 | Time: 1455.86 ms [2022-02-06 20:56:37 main:574] : INFO : Epoch 2033 | loss: 0.0311502 | val_loss: 0.031167 | Time: 1471.2 ms [2022-02-06 20:56:39 main:574] : INFO : Epoch 2034 | loss: 0.0311519 | val_loss: 0.0311668 | Time: 1465.15 ms [2022-02-06 20:56:40 main:574] : INFO : Epoch 2035 | loss: 0.031151 | val_loss: 0.031168 | Time: 1452.07 ms [2022-02-06 20:56:42 main:574] : INFO : Epoch 2036 | loss: 0.0311534 | val_loss: 0.0311725 | Time: 1502.04 ms [2022-02-06 20:56:43 main:574] : INFO : Epoch 2037 | loss: 0.0311528 | val_loss: 0.031169 | Time: 1443.07 ms [2022-02-06 20:56:45 main:574] : INFO : Epoch 2038 | loss: 0.0311569 | val_loss: 0.031171 | Time: 1475.12 ms [2022-02-06 20:56:46 main:574] : INFO : Epoch 2039 | loss: 0.0311601 | val_loss: 0.0311704 | Time: 1508.16 ms [2022-02-06 20:56:48 main:574] : INFO : Epoch 2040 | loss: 0.0311606 | val_loss: 0.0311719 | Time: 1460.83 ms [2022-02-06 20:56:49 main:574] : INFO : Epoch 2041 | loss: 0.0311571 | val_loss: 0.0311696 | Time: 1460.73 ms [2022-02-06 20:56:51 main:574] : INFO : Epoch 2042 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 1460.39 ms [2022-02-06 20:56:52 main:574] : INFO : Epoch 2043 | loss: 0.0311565 | val_loss: 0.0311688 | Time: 1510.27 ms [2022-02-06 20:56:54 main:574] : INFO : Epoch 2044 | loss: 0.0311563 | val_loss: 0.0311672 | Time: 1436.12 ms [2022-02-06 20:56:55 main:574] : INFO : Epoch 2045 | loss: 0.0311573 | val_loss: 0.0311704 | Time: 1447.22 ms [2022-02-06 20:56:57 main:574] : INFO : Epoch 2046 | loss: 0.031155 | val_loss: 0.0311678 | Time: 1515.73 ms [2022-02-06 20:56:58 main:574] : INFO : Epoch 2047 | loss: 0.0311546 | val_loss: 0.0311665 | Time: 1436.57 ms [2022-02-06 20:57:00 main:574] : INFO : Epoch 2048 | loss: 0.0311539 | val_loss: 0.0311705 | Time: 1449.08 ms [2022-02-06 20:57:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311705 [2022-02-06 20:57:00 main:603] : INFO : Saving end state to config to file [2022-02-06 20:57:00 main:608] : INFO : Success, exiting.. 20:57:00 (32844): 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)