Task 7860050
| Name | ParityModified-1631734203-21305-3_1 |
| Workunit | 5318536 |
| Created | 6 Oct 2021, 11:02:26 UTC |
| Sent | 6 Oct 2021, 15:00:35 UTC |
| Report deadline | 13 Oct 2021, 15:00:35 UTC |
| Received | 7 Oct 2021, 5:09:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 2 sec |
| CPU time | 49 min 54 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> main:581] : INFO : Epoch 1538 | loss: 0.0311656 | val_loss: 0.0311783 | Time: 1453.15 ms [2021-10-07 00:56:27 main:581] : INFO : Epoch 1539 | loss: 0.0311638 | val_loss: 0.0311814 | Time: 1474.07 ms [2021-10-07 00:56:28 main:581] : INFO : Epoch 1540 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 1489.29 ms [2021-10-07 00:56:30 main:581] : INFO : Epoch 1541 | loss: 0.0311658 | val_loss: 0.0311809 | Time: 1478.33 ms [2021-10-07 00:56:31 main:581] : INFO : Epoch 1542 | loss: 0.0311668 | val_loss: 0.0311755 | Time: 1478.81 ms [2021-10-07 00:56:33 main:581] : INFO : Epoch 1543 | loss: 0.0311659 | val_loss: 0.0311807 | Time: 1493.99 ms [2021-10-07 00:56:34 main:581] : INFO : Epoch 1544 | loss: 0.0311646 | val_loss: 0.0311783 | Time: 1476.45 ms [2021-10-07 00:56:35 main:581] : INFO : Epoch 1545 | loss: 0.0311641 | val_loss: 0.0311753 | Time: 1472.09 ms [2021-10-07 00:56:37 main:581] : INFO : Epoch 1546 | loss: 0.0311628 | val_loss: 0.0311791 | Time: 1486.9 ms [2021-10-07 00:56:38 main:581] : INFO : Epoch 1547 | loss: 0.0311631 | val_loss: 0.0311802 | Time: 1475.38 ms [2021-10-07 00:56:40 main:581] : INFO : Epoch 1548 | loss: 0.0311649 | val_loss: 0.0311835 | Time: 1464.01 ms [2021-10-07 00:56:41 main:581] : INFO : Epoch 1549 | loss: 0.0311638 | val_loss: 0.0311795 | Time: 1445.02 ms [2021-10-07 00:56:43 main:581] : INFO : Epoch 1550 | loss: 0.0311622 | val_loss: 0.0311794 | Time: 1443.75 ms [2021-10-07 00:56:44 main:581] : INFO : Epoch 1551 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 1460.22 ms [2021-10-07 00:56:46 main:581] : INFO : Epoch 1552 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 1466.56 ms [2021-10-07 00:56:47 main:581] : INFO : Epoch 1553 | loss: 0.0311622 | val_loss: 0.0311774 | Time: 1463.78 ms [2021-10-07 00:56:49 main:581] : INFO : Epoch 1554 | loss: 0.0311632 | val_loss: 0.0311751 | Time: 1454.19 ms [2021-10-07 00:56:50 main:581] : INFO : Epoch 1555 | loss: 0.0311639 | val_loss: 0.031181 | Time: 1450.64 ms [2021-10-07 00:56:52 main:581] : INFO : Epoch 1556 | loss: 0.0311615 | val_loss: 0.0311775 | Time: 1467.45 ms [2021-10-07 00:56:53 main:581] : INFO : Epoch 1557 | loss: 0.0311614 | val_loss: 0.0311793 | Time: 1492.28 ms [2021-10-07 00:56:55 main:581] : INFO : Epoch 1558 | loss: 0.0311623 | val_loss: 0.0311782 | Time: 1461.7 ms [2021-10-07 00:56:56 main:581] : INFO : Epoch 1559 | loss: 0.0311611 | val_loss: 0.0311779 | Time: 1472.43 ms [2021-10-07 00:56:57 main:581] : INFO : Epoch 1560 | loss: 0.0311621 | val_loss: 0.0311756 | Time: 1470.6 ms [2021-10-07 00:56:59 main:581] : INFO : Epoch 1561 | loss: 0.0311617 | val_loss: 0.0311805 | Time: 1474.89 ms [2021-10-07 00:57:00 main:581] : INFO : Epoch 1562 | loss: 0.0311608 | val_loss: 0.0311789 | Time: 1463.13 ms [2021-10-07 00:57:02 main:581] : INFO : Epoch 1563 | loss: 0.0311623 | val_loss: 0.0311777 | Time: 1432.51 ms [2021-10-07 00:57:03 main:581] : INFO : Epoch 1564 | loss: 0.0311642 | val_loss: 0.0311786 | Time: 1460.21 ms [2021-10-07 00:57:05 main:581] : INFO : Epoch 1565 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 1455.53 ms [2021-10-07 00:57:06 main:581] : INFO : Epoch 1566 | loss: 0.0311617 | val_loss: 0.0311792 | Time: 1445.81 ms [2021-10-07 00:57:08 main:581] : INFO : Epoch 1567 | loss: 0.0311629 | val_loss: 0.0311763 | Time: 1446.99 ms [2021-10-07 00:57:09 main:581] : INFO : Epoch 1568 | loss: 0.0311631 | val_loss: 0.031178 | Time: 1461.8 ms [2021-10-07 00:57:11 main:581] : INFO : Epoch 1569 | loss: 0.0311606 | val_loss: 0.0311779 | Time: 1475.27 ms [2021-10-07 00:57:12 main:581] : INFO : Epoch 1570 | loss: 0.0311601 | val_loss: 0.0311773 | Time: 1464.31 ms [2021-10-07 00:57:14 main:581] : INFO : Epoch 1571 | loss: 0.03116 | val_loss: 0.0311788 | Time: 1461.36 ms [2021-10-07 00:57:15 main:581] : INFO : Epoch 1572 | loss: 0.0311599 | val_loss: 0.0311793 | Time: 1443.22 ms [2021-10-07 00:57:16 main:581] : INFO : Epoch 1573 | loss: 0.0311588 | val_loss: 0.0311793 | Time: 1451.11 ms [2021-10-07 00:57:18 main:581] : INFO : Epoch 1574 | loss: 0.0311592 | val_loss: 0.0311783 | Time: 1429.79 ms [2021-10-07 00:57:19 main:581] : INFO : Epoch 1575 | loss: 0.031162 | val_loss: 0.0311782 | Time: 1458.51 ms [2021-10-07 00:57:21 main:581] : INFO : Epoch 1576 | loss: 0.0311656 | val_loss: 0.0311782 | Time: 1457.14 ms [2021-10-07 00:57:22 main:581] : INFO : Epoch 1577 | loss: 0.0311651 | val_loss: 0.0311798 | Time: 1465.09 ms [2021-10-07 00:57:24 main:581] : INFO : Epoch 1578 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 1448.23 ms [2021-10-07 00:57:25 main:581] : INFO : Epoch 1579 | loss: 0.0311688 | val_loss: 0.0311799 | Time: 1448.29 ms [2021-10-07 00:57:27 main:581] : INFO : Epoch 1580 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 1447.11 ms [2021-10-07 00:57:28 main:581] : INFO : Epoch 1581 | loss: 0.0311701 | val_loss: 0.0311751 | Time: 1467.28 ms [2021-10-07 00:57:29 main:581] : INFO : Epoch 1582 | loss: 0.031166 | val_loss: 0.0311741 | Time: 1453.46 ms [2021-10-07 00:57:31 main:581] : INFO : Epoch 1583 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 1439.25 ms [2021-10-07 00:57:32 main:581] : INFO : Epoch 1584 | loss: 0.0311649 | val_loss: 0.0311782 | Time: 1444.94 ms [2021-10-07 00:57:34 main:581] : INFO : Epoch 1585 | loss: 0.0311646 | val_loss: 0.0311797 | Time: 1464.98 ms [2021-10-07 00:57:35 main:581] : INFO : Epoch 1586 | loss: 0.0311664 | val_loss: 0.0311766 | Time: 1465.44 ms [2021-10-07 00:57:37 main:581] : INFO : Epoch 1587 | loss: 0.0311658 | val_loss: 0.0311788 | Time: 1474.36 ms [2021-10-07 00:57:38 main:581] : INFO : Epoch 1588 | loss: 0.0311643 | val_loss: 0.0311768 | Time: 1486.7 ms [2021-10-07 00:57:40 main:581] : INFO : Epoch 1589 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 1469.28 ms [2021-10-07 00:57:41 main:581] : INFO : Epoch 1590 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 1458.79 ms [2021-10-07 00:57:43 main:581] : INFO : Epoch 1591 | loss: 0.0311618 | val_loss: 0.0311793 | Time: 1468.09 ms [2021-10-07 00:57:44 main:581] : INFO : Epoch 1592 | loss: 0.0311628 | val_loss: 0.0311765 | Time: 1460.24 ms [2021-10-07 00:57:46 main:581] : INFO : Epoch 1593 | loss: 0.0311611 | val_loss: 0.031177 | Time: 1484.73 ms [2021-10-07 00:57:47 main:581] : INFO : Epoch 1594 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 1469.7 ms [2021-10-07 00:57:48 main:581] : INFO : Epoch 1595 | loss: 0.0311619 | val_loss: 0.0311809 | Time: 1422.25 ms [2021-10-07 00:57:50 main:581] : INFO : Epoch 1596 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 1440.58 ms [2021-10-07 00:57:51 main:581] : INFO : Epoch 1597 | loss: 0.0311602 | val_loss: 0.031175 | Time: 1457.83 ms [2021-10-07 00:57:53 main:581] : INFO : Epoch 1598 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 1447.44 ms [2021-10-07 00:57:54 main:581] : INFO : Epoch 1599 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 1443.19 ms [2021-10-07 00:57:56 main:581] : INFO : Epoch 1600 | loss: 0.0311606 | val_loss: 0.0311767 | Time: 1456.53 ms [2021-10-07 00:57:57 main:581] : INFO : Epoch 1601 | loss: 0.0311606 | val_loss: 0.0311763 | Time: 1457.47 ms [2021-10-07 00:57:59 main:581] : INFO : Epoch 1602 | loss: 0.0311609 | val_loss: 0.0311782 | Time: 1465.56 ms [2021-10-07 00:58:00 main:581] : INFO : Epoch 1603 | loss: 0.0311654 | val_loss: 0.0311811 | Time: 1473.79 ms [2021-10-07 00:58:02 main:581] : INFO : Epoch 1604 | loss: 0.0311669 | val_loss: 0.0311774 | Time: 1446.72 ms [2021-10-07 00:58:03 main:581] : INFO : Epoch 1605 | loss: 0.0311684 | val_loss: 0.0311772 | Time: 1448.93 ms [2021-10-07 00:58:04 main:581] : INFO : Epoch 1606 | loss: 0.0311707 | val_loss: 0.0311805 | Time: 1455.07 ms [2021-10-07 00:58:06 main:581] : INFO : Epoch 1607 | loss: 0.0311745 | val_loss: 0.0311827 | Time: 1485.23 ms [2021-10-07 00:58:07 main:581] : INFO : Epoch 1608 | loss: 0.0311692 | val_loss: 0.0311811 | Time: 1497.83 ms [2021-10-07 00:58:09 main:581] : INFO : Epoch 1609 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 1449.78 ms [2021-10-07 00:58:10 main:581] : INFO : Epoch 1610 | loss: 0.031165 | val_loss: 0.0311766 | Time: 1453.16 ms [2021-10-07 00:58:12 main:581] : INFO : Epoch 1611 | loss: 0.0311636 | val_loss: 0.0311793 | Time: 1474.97 ms [2021-10-07 00:58:13 main:581] : INFO : Epoch 1612 | loss: 0.0311633 | val_loss: 0.0311777 | Time: 1490.02 ms [2021-10-07 00:58:15 main:581] : INFO : Epoch 1613 | loss: 0.0311643 | val_loss: 0.0311794 | Time: 1467.29 ms [2021-10-07 00:58:16 main:581] : INFO : Epoch 1614 | loss: 0.0311637 | val_loss: 0.0311787 | Time: 1463.68 ms [2021-10-07 00:58:18 main:581] : INFO : Epoch 1615 | loss: 0.0311643 | val_loss: 0.0311808 | Time: 1611.71 ms [2021-10-07 00:58:19 main:581] : INFO : Epoch 1616 | loss: 0.0311635 | val_loss: 0.0311794 | Time: 1580.88 ms [2021-10-07 00:58:21 main:581] : INFO : Epoch 1617 | loss: 0.0311627 | val_loss: 0.0311797 | Time: 1487.46 ms [2021-10-07 00:58:22 main:581] : INFO : Epoch 1618 | loss: 0.0311648 | val_loss: 0.0311806 | Time: 1455.88 ms [2021-10-07 00:58:24 main:581] : INFO : Epoch 1619 | loss: 0.0311676 | val_loss: 0.0311814 | Time: 1437.03 ms [2021-10-07 00:58:25 main:581] : INFO : Epoch 1620 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 1440.84 ms [2021-10-07 00:58:27 main:581] : INFO : Epoch 1621 | loss: 0.0311655 | val_loss: 0.031177 | Time: 1462.92 ms [2021-10-07 00:58:28 main:581] : INFO : Epoch 1622 | loss: 0.0311649 | val_loss: 0.0311801 | Time: 1450.27 ms [2021-10-07 00:58:30 main:581] : INFO : Epoch 1623 | loss: 0.0311647 | val_loss: 0.0311814 | Time: 1453.35 ms [2021-10-07 00:58:31 main:581] : INFO : Epoch 1624 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 1472.49 ms [2021-10-07 00:58:33 main:581] : INFO : Epoch 1625 | loss: 0.0311643 | val_loss: 0.031177 | Time: 1443.57 ms [2021-10-07 00:58:34 main:581] : INFO : Epoch 1626 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1451.86 ms [2021-10-07 00:58:35 main:581] : INFO : Epoch 1627 | loss: 0.0311622 | val_loss: 0.0311803 | Time: 1464.77 ms [2021-10-07 00:58:37 main:581] : INFO : Epoch 1628 | loss: 0.031163 | val_loss: 0.0311786 | Time: 1461.73 ms [2021-10-07 00:58:38 main:581] : INFO : Epoch 1629 | loss: 0.0311646 | val_loss: 0.0311792 | Time: 1502.04 ms [2021-10-07 00:58:40 main:581] : INFO : Epoch 1630 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 1468.8 ms [2021-10-07 00:58:41 main:581] : INFO : Epoch 1631 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 1455.63 ms [2021-10-07 00:58:43 main:581] : INFO : Epoch 1632 | loss: 0.031167 | val_loss: 0.0311755 | Time: 1453.49 ms [2021-10-07 00:58:44 main:581] : INFO : Epoch 1633 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1461.1 ms [2021-10-07 00:58:46 main:581] : INFO : Epoch 1634 | loss: 0.031167 | val_loss: 0.0311732 | Time: 1480.39 ms [2021-10-07 00:58:47 main:581] : INFO : Epoch 1635 | loss: 0.0311668 | val_loss: 0.031175 | Time: 1476.44 ms [2021-10-07 00:58:49 main:581] : INFO : Epoch 1636 | loss: 0.0311683 | val_loss: 0.0311835 | Time: 1503.02 ms [2021-10-07 00:58:50 main:581] : INFO : Epoch 1637 | loss: 0.0311676 | val_loss: 0.0311853 | Time: 1482.09 ms [2021-10-07 00:58:52 main:581] : INFO : Epoch 1638 | loss: 0.0311677 | val_loss: 0.031176 | Time: 1457 ms [2021-10-07 00:58:53 main:581] : INFO : Epoch 1639 | loss: 0.0311677 | val_loss: 0.031176 | Time: 1483.06 ms [2021-10-07 00:58:55 main:581] : INFO : Epoch 1640 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 1490.99 ms [2021-10-07 00:58:56 main:581] : INFO : Epoch 1641 | loss: 0.0311682 | val_loss: 0.031181 | Time: 1653.59 ms [2021-10-07 00:58:58 main:581] : INFO : Epoch 1642 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 1674.94 ms [2021-10-07 00:58:59 main:581] : INFO : Epoch 1643 | loss: 0.031164 | val_loss: 0.0311773 | Time: 1511.02 ms [2021-10-07 00:59:01 main:581] : INFO : Epoch 1644 | loss: 0.0311634 | val_loss: 0.0311786 | Time: 1487.42 ms [2021-10-07 00:59:02 main:581] : INFO : Epoch 1645 | loss: 0.0311645 | val_loss: 0.0311767 | Time: 1478.76 ms [2021-10-07 00:59:04 main:581] : INFO : Epoch 1646 | loss: 0.0311663 | val_loss: 0.0311755 | Time: 1475.79 ms [2021-10-07 00:59:05 main:581] : INFO : Epoch 1647 | loss: 0.0311641 | val_loss: 0.031178 | Time: 1458.67 ms [2021-10-07 00:59:07 main:581] : INFO : Epoch 1648 | loss: 0.0311634 | val_loss: 0.0311783 | Time: 1495.32 ms [2021-10-07 00:59:08 main:581] : INFO : Epoch 1649 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 1459.24 ms [2021-10-07 00:59:10 main:581] : INFO : Epoch 1650 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 1457.89 ms [2021-10-07 00:59:11 main:581] : INFO : Epoch 1651 | loss: 0.0311628 | val_loss: 0.0311791 | Time: 1444.7 ms [2021-10-07 00:59:13 main:581] : INFO : Epoch 1652 | loss: 0.031164 | val_loss: 0.0311749 | Time: 1443.41 ms [2021-10-07 00:59:14 main:581] : INFO : Epoch 1653 | loss: 0.031165 | val_loss: 0.0311767 | Time: 1456.68 ms [2021-10-07 00:59:16 main:581] : INFO : Epoch 1654 | loss: 0.0311683 | val_loss: 0.0311842 | Time: 1444.83 ms [2021-10-07 00:59:17 main:581] : INFO : Epoch 1655 | loss: 0.0311712 | val_loss: 0.0311798 | Time: 1467.37 ms [2021-10-07 00:59:19 main:581] : INFO : Epoch 1656 | loss: 0.0311692 | val_loss: 0.0311786 | Time: 1446.38 ms [2021-10-07 00:59:20 main:581] : INFO : Epoch 1657 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 1468.95 ms [2021-10-07 00:59:21 main:581] : INFO : Epoch 1658 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 1449.13 ms [2021-10-07 00:59:23 main:581] : INFO : Epoch 1659 | loss: 0.0311662 | val_loss: 0.0311801 | Time: 1475.45 ms [2021-10-07 00:59:24 main:581] : INFO : Epoch 1660 | loss: 0.0311634 | val_loss: 0.0311749 | Time: 1476.27 ms [2021-10-07 00:59:26 main:581] : INFO : Epoch 1661 | loss: 0.0311645 | val_loss: 0.0311767 | Time: 1451.54 ms [2021-10-07 00:59:27 main:581] : INFO : Epoch 1662 | loss: 0.0311649 | val_loss: 0.0311743 | Time: 1480.45 ms [2021-10-07 00:59:29 main:581] : INFO : Epoch 1663 | loss: 0.0311634 | val_loss: 0.0311734 | Time: 1466.62 ms [2021-10-07 00:59:30 main:581] : INFO : Epoch 1664 | loss: 0.0311622 | val_loss: 0.0311722 | Time: 1461.68 ms [2021-10-07 00:59:32 main:581] : INFO : Epoch 1665 | loss: 0.031162 | val_loss: 0.0311749 | Time: 1436.25 ms [2021-10-07 00:59:33 main:581] : INFO : Epoch 1666 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 1449.22 ms [2021-10-07 00:59:35 main:581] : INFO : Epoch 1667 | loss: 0.031163 | val_loss: 0.0311756 | Time: 1458.93 ms [2021-10-07 00:59:36 main:581] : INFO : Epoch 1668 | loss: 0.031163 | val_loss: 0.0311756 | Time: 1449.78 ms [2021-10-07 00:59:37 main:581] : INFO : Epoch 1669 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 1443.83 ms [2021-10-07 00:59:39 main:581] : INFO : Epoch 1670 | loss: 0.031164 | val_loss: 0.0311811 | Time: 1450.37 ms [2021-10-07 00:59:40 main:581] : INFO : Epoch 1671 | loss: 0.0311662 | val_loss: 0.0311805 | Time: 1442.68 ms [2021-10-07 00:59:42 main:581] : INFO : Epoch 1672 | loss: 0.0311664 | val_loss: 0.0311768 | Time: 1455.77 ms [2021-10-07 00:59:43 main:581] : INFO : Epoch 1673 | loss: 0.0311667 | val_loss: 0.0311756 | Time: 1473.44 ms [2021-10-07 00:59:45 main:581] : INFO : Epoch 1674 | loss: 0.0311663 | val_loss: 0.0311756 | Time: 1481.72 ms [2021-10-07 00:59:46 main:581] : INFO : Epoch 1675 | loss: 0.0311702 | val_loss: 0.0311838 | Time: 1451.23 ms [2021-10-07 00:59:48 main:581] : INFO : Epoch 1676 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 1465.58 ms [2021-10-07 00:59:49 main:581] : INFO : Epoch 1677 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1463.06 ms [2021-10-07 00:59:51 main:581] : INFO : Epoch 1678 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 1476.38 ms [2021-10-07 00:59:52 main:581] : INFO : Epoch 1679 | loss: 0.031174 | val_loss: 0.0311765 | Time: 1504.61 ms [2021-10-07 00:59:54 main:581] : INFO : Epoch 1680 | loss: 0.0311728 | val_loss: 0.031177 | Time: 1481.88 ms [2021-10-07 00:59:55 main:581] : INFO : Epoch 1681 | loss: 0.031175 | val_loss: 0.0311762 | Time: 1503.42 ms [2021-10-07 00:59:57 main:581] : INFO : Epoch 1682 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 1476.62 ms [2021-10-07 00:59:58 main:581] : INFO : Epoch 1683 | loss: 0.031174 | val_loss: 0.031181 | Time: 1448.46 ms [2021-10-07 01:00:00 main:581] : INFO : Epoch 1684 | loss: 0.0311822 | val_loss: 0.0311909 | Time: 1453.06 ms [2021-10-07 01:00:01 main:581] : INFO : Epoch 1685 | loss: 0.0311878 | val_loss: 0.0311909 | Time: 1441.26 ms [2021-10-07 01:00:02 main:581] : INFO : Epoch 1686 | loss: 0.031185 | val_loss: 0.0311903 | Time: 1460.11 ms [2021-10-07 01:00:04 main:581] : INFO : Epoch 1687 | loss: 0.0311817 | val_loss: 0.0311852 | Time: 1452.18 ms [2021-10-07 01:00:05 main:581] : INFO : Epoch 1688 | loss: 0.0311847 | val_loss: 0.0311887 | Time: 1441.78 ms [2021-10-07 01:00:07 main:581] : INFO : Epoch 1689 | loss: 0.0311856 | val_loss: 0.031189 | Time: 1449.61 ms [2021-10-07 01:00:08 main:581] : INFO : Epoch 1690 | loss: 0.0311821 | val_loss: 0.0311875 | Time: 1449.88 ms [2021-10-07 01:00:10 main:581] : INFO : Epoch 1691 | loss: 0.031181 | val_loss: 0.0311868 | Time: 1465.49 ms [2021-10-07 01:00:11 main:581] : INFO : Epoch 1692 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 1432.74 ms [2021-10-07 01:00:13 main:581] : INFO : Epoch 1693 | loss: 0.0311797 | val_loss: 0.0311868 | Time: 1462.43 ms [2021-10-07 01:00:14 main:581] : INFO : Epoch 1694 | loss: 0.0311789 | val_loss: 0.0311855 | Time: 1467.24 ms [2021-10-07 01:00:15 main:581] : INFO : Epoch 1695 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 1450.44 ms [2021-10-07 01:00:17 main:581] : INFO : Epoch 1696 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 1481.22 ms [2021-10-07 01:00:18 main:581] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 1462.71 ms [2021-10-07 01:00:20 main:581] : INFO : Epoch 1698 | loss: 0.0311765 | val_loss: 0.0311852 | Time: 1470.46 ms [2021-10-07 01:00:21 main:581] : INFO : Epoch 1699 | loss: 0.0311763 | val_loss: 0.0311834 | Time: 1489.72 ms [2021-10-07 01:00:23 main:581] : INFO : Epoch 1700 | loss: 0.0311827 | val_loss: 0.0311853 | Time: 1507.44 ms [2021-10-07 01:00:24 main:581] : INFO : Epoch 1701 | loss: 0.0311921 | val_loss: 0.0311895 | Time: 1456.28 ms [2021-10-07 01:00:26 main:581] : INFO : Epoch 1702 | loss: 0.0311962 | val_loss: 0.0311927 | Time: 1494.96 ms [2021-10-07 01:00:27 main:581] : INFO : Epoch 1703 | loss: 0.0311904 | val_loss: 0.0311883 | Time: 1507.05 ms [2021-10-07 01:00:29 main:581] : INFO : Epoch 1704 | loss: 0.0311853 | val_loss: 0.0311832 | Time: 1457.28 ms [2021-10-07 01:00:30 main:581] : INFO : Epoch 1705 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 1466.64 ms [2021-10-07 01:00:32 main:581] : INFO : Epoch 1706 | loss: 0.0311827 | val_loss: 0.0311846 | Time: 1469.11 ms [2021-10-07 01:00:33 main:581] : INFO : Epoch 1707 | loss: 0.0311816 | val_loss: 0.0311857 | Time: 1493.87 ms [2021-10-07 01:00:35 main:581] : INFO : Epoch 1708 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 1488.39 ms [2021-10-07 01:00:36 main:581] : INFO : Epoch 1709 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 1465.45 ms [2021-10-07 01:00:38 main:581] : INFO : Epoch 1710 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 1480.48 ms [2021-10-07 01:00:39 main:581] : INFO : Epoch 1711 | loss: 0.0311777 | val_loss: 0.0311838 | Time: 1452.07 ms [2021-10-07 01:00:41 main:581] : INFO : Epoch 1712 | loss: 0.0311769 | val_loss: 0.031181 | Time: 1467.2 ms [2021-10-07 01:00:42 main:581] : INFO : Epoch 1713 | loss: 0.0311763 | val_loss: 0.031182 | Time: 1457.2 ms [2021-10-07 01:00:44 main:581] : INFO : Epoch 1714 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 1471.43 ms [2021-10-07 01:00:45 main:581] : INFO : Epoch 1715 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 1479.97 ms [2021-10-07 01:00:47 main:581] : INFO : Epoch 1716 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 1488.64 ms [2021-10-07 01:00:48 main:581] : INFO : Epoch 1717 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 1463.22 ms [2021-10-07 01:00:49 main:581] : INFO : Epoch 1718 | loss: 0.0311747 | val_loss: 0.0311794 | Time: 1468.02 ms [2021-10-07 01:00:51 main:581] : INFO : Epoch 1719 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 1464.16 ms [2021-10-07 01:00:52 main:581] : INFO : Epoch 1720 | loss: 0.0311765 | val_loss: 0.0311821 | Time: 1477.44 ms [2021-10-07 01:00:54 main:581] : INFO : Epoch 1721 | loss: 0.031176 | val_loss: 0.0311806 | Time: 1453.48 ms [2021-10-07 01:00:55 main:581] : INFO : Epoch 1722 | loss: 0.0311783 | val_loss: 0.0311816 | Time: 1447.91 ms [2021-10-07 01:00:57 main:581] : INFO : Epoch 1723 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 1448.2 ms [2021-10-07 01:00:58 main:581] : INFO : Epoch 1724 | loss: 0.031177 | val_loss: 0.03118 | Time: 1444.77 ms [2021-10-07 01:01:00 main:581] : INFO : Epoch 1725 | loss: 0.0311759 | val_loss: 0.031179 | Time: 1465.97 ms [2021-10-07 01:01:01 main:581] : INFO : Epoch 1726 | loss: 0.0311749 | val_loss: 0.0311786 | Time: 1454.05 ms [2021-10-07 01:01:03 main:581] : INFO : Epoch 1727 | loss: 0.0311756 | val_loss: 0.0311828 | Time: 1466.21 ms [2021-10-07 01:01:04 main:581] : INFO : Epoch 1728 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1466.79 ms [2021-10-07 01:01:06 main:581] : INFO : Epoch 1729 | loss: 0.0311748 | val_loss: 0.0311834 | Time: 1483.96 ms [2021-10-07 01:01:07 main:581] : INFO : Epoch 1730 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 1452.76 ms [2021-10-07 01:01:08 main:581] : INFO : Epoch 1731 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 1457.23 ms [2021-10-07 01:01:10 main:581] : INFO : Epoch 1732 | loss: 0.0311745 | val_loss: 0.0311805 | Time: 1487.73 ms [2021-10-07 01:01:11 main:581] : INFO : Epoch 1733 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 1484.65 ms [2021-10-07 01:01:13 main:581] : INFO : Epoch 1734 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 1485.3 ms [2021-10-07 01:01:14 main:581] : INFO : Epoch 1735 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 1481.11 ms [2021-10-07 01:01:16 main:581] : INFO : Epoch 1736 | loss: 0.0311724 | val_loss: 0.0311802 | Time: 1461.3 ms [2021-10-07 01:01:17 main:581] : INFO : Epoch 1737 | loss: 0.0311747 | val_loss: 0.0311857 | Time: 1482.22 ms [2021-10-07 01:01:19 main:581] : INFO : Epoch 1738 | loss: 0.0311743 | val_loss: 0.0311836 | Time: 1490.34 ms [2021-10-07 01:01:20 main:581] : INFO : Epoch 1739 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 1454.78 ms [2021-10-07 01:01:22 main:581] : INFO : Epoch 1740 | loss: 0.031172 | val_loss: 0.0311792 | Time: 1490.95 ms [2021-10-07 01:01:23 main:581] : INFO : Epoch 1741 | loss: 0.0311719 | val_loss: 0.0311803 | Time: 1444.47 ms [2021-10-07 01:01:25 main:581] : INFO : Epoch 1742 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 1467.2 ms [2021-10-07 01:01:26 main:581] : INFO : Epoch 1743 | loss: 0.0311712 | val_loss: 0.0311777 | Time: 1459.8 ms [2021-10-07 01:01:28 main:581] : INFO : Epoch 1744 | loss: 0.0311712 | val_loss: 0.0311789 | Time: 1464.44 ms [2021-10-07 01:01:29 main:581] : INFO : Epoch 1745 | loss: 0.0311716 | val_loss: 0.0311808 | Time: 1441.77 ms [2021-10-07 01:01:30 main:581] : INFO : Epoch 1746 | loss: 0.0311716 | val_loss: 0.0311789 | Time: 1467.51 ms [2021-10-07 01:01:32 main:581] : INFO : Epoch 1747 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 1505.91 ms [2021-10-07 01:01:33 main:581] : INFO : Epoch 1748 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 1459.5 ms [2021-10-07 01:01:35 main:581] : INFO : Epoch 1749 | loss: 0.031174 | val_loss: 0.0311782 | Time: 1461.51 ms [2021-10-07 01:01:36 main:581] : INFO : Epoch 1750 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 1456.22 ms [2021-10-07 01:01:38 main:581] : INFO : Epoch 1751 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 1467.95 ms [2021-10-07 01:01:39 main:581] : INFO : Epoch 1752 | loss: 0.0311726 | val_loss: 0.031179 | Time: 1481.8 ms [2021-10-07 01:01:41 main:581] : INFO : Epoch 1753 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 1451.82 ms [2021-10-07 01:01:42 main:581] : INFO : Epoch 1754 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 1427.62 ms [2021-10-07 01:01:44 main:581] : INFO : Epoch 1755 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 1455.27 ms [2021-10-07 01:01:45 main:581] : INFO : Epoch 1756 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 1457.03 ms [2021-10-07 01:01:47 main:581] : INFO : Epoch 1757 | loss: 0.0311734 | val_loss: 0.0311795 | Time: 1446.66 ms [2021-10-07 01:01:48 main:581] : INFO : Epoch 1758 | loss: 0.0311724 | val_loss: 0.0311805 | Time: 1486.36 ms [2021-10-07 01:01:50 main:581] : INFO : Epoch 1759 | loss: 0.0311704 | val_loss: 0.0311801 | Time: 1482.8 ms [2021-10-07 01:01:51 main:581] : INFO : Epoch 1760 | loss: 0.0311701 | val_loss: 0.0311811 | Time: 1451.43 ms [2021-10-07 01:01:52 main:581] : INFO : Epoch 1761 | loss: 0.0311701 | val_loss: 0.0311799 | Time: 1461.07 ms [2021-10-07 01:01:54 main:581] : INFO : Epoch 1762 | loss: 0.0311744 | val_loss: 0.03118 | Time: 1470.85 ms [2021-10-07 01:01:55 main:581] : INFO : Epoch 1763 | loss: 0.0311747 | val_loss: 0.0311807 | Time: 1468.22 ms [2021-10-07 01:01:57 main:581] : INFO : Epoch 1764 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 1454.77 ms [2021-10-07 01:01:58 main:581] : INFO : Epoch 1765 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1500.66 ms [2021-10-07 01:02:00 main:581] : INFO : Epoch 1766 | loss: 0.0311707 | val_loss: 0.0311788 | Time: 1489.56 ms [2021-10-07 01:02:01 main:581] : INFO : Epoch 1767 | loss: 0.0311709 | val_loss: 0.0311801 | Time: 1462.35 ms [2021-10-07 01:02:03 main:581] : INFO : Epoch 1768 | loss: 0.031172 | val_loss: 0.0311792 | Time: 1428.59 ms [2021-10-07 01:02:04 main:581] : INFO : Epoch 1769 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 1447.07 ms [2021-10-07 01:02:06 main:581] : INFO : Epoch 1770 | loss: 0.0311716 | val_loss: 0.0311785 | Time: 1454.46 ms [2021-10-07 01:02:07 main:581] : INFO : Epoch 1771 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 1476.34 ms [2021-10-07 01:02:09 main:581] : INFO : Epoch 1772 | loss: 0.0311692 | val_loss: 0.0311829 | Time: 1458.54 ms [2021-10-07 01:02:10 main:581] : INFO : Epoch 1773 | loss: 0.0311697 | val_loss: 0.0311796 | Time: 1488.33 ms [2021-10-07 01:02:12 main:581] : INFO : Epoch 1774 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 1484.34 ms [2021-10-07 01:02:13 main:581] : INFO : Epoch 1775 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 1480.8 ms [2021-10-07 01:02:14 main:581] : INFO : Epoch 1776 | loss: 0.0311742 | val_loss: 0.031181 | Time: 1468.52 ms [2021-10-07 01:02:16 main:581] : INFO : Epoch 1777 | loss: 0.0311745 | val_loss: 0.0311781 | Time: 1460.46 ms [2021-10-07 01:02:17 main:581] : INFO : Epoch 1778 | loss: 0.0311733 | val_loss: 0.0311836 | Time: 1484.16 ms [2021-10-07 01:02:19 main:581] : INFO : Epoch 1779 | loss: 0.0311734 | val_loss: 0.0311792 | Time: 1467.77 ms [2021-10-07 01:02:20 main:581] : INFO : Epoch 1780 | loss: 0.0311735 | val_loss: 0.0311793 | Time: 1431.78 ms [2021-10-07 01:02:22 main:581] : INFO : Epoch 1781 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 1454.69 ms [2021-10-07 01:02:23 main:581] : INFO : Epoch 1782 | loss: 0.0311781 | val_loss: 0.031188 | Time: 1449.72 ms [2021-10-07 01:02:25 main:581] : INFO : Epoch 1783 | loss: 0.0312062 | val_loss: 0.0327218 | Time: 1442.72 ms [2021-10-07 01:02:26 main:581] : INFO : Epoch 1784 | loss: 0.0383987 | val_loss: 0.0348704 | Time: 1457.21 ms [2021-10-07 01:02:28 main:581] : INFO : Epoch 1785 | loss: 0.126233 | val_loss: 0.239234 | Time: 1436.17 ms [2021-10-07 01:02:29 main:581] : INFO : Epoch 1786 | loss: 0.0804453 | val_loss: 0.0420071 | Time: 1451.63 ms [2021-10-07 01:02:30 main:581] : INFO : Epoch 1787 | loss: 0.0344101 | val_loss: 0.0320472 | Time: 1467.61 ms [2021-10-07 01:02:32 main:581] : INFO : Epoch 1788 | loss: 0.0318096 | val_loss: 0.0314969 | Time: 1449.55 ms [2021-10-07 01:02:33 main:581] : INFO : Epoch 1789 | loss: 0.0313985 | val_loss: 0.0313287 | Time: 1463.31 ms [2021-10-07 01:02:35 main:581] : INFO : Epoch 1790 | loss: 0.0313091 | val_loss: 0.0312899 | Time: 1451.32 ms [2021-10-07 01:02:36 main:581] : INFO : Epoch 1791 | loss: 0.0312834 | val_loss: 0.0312759 | Time: 1482.25 ms [2021-10-07 01:02:38 main:581] : INFO : Epoch 1792 | loss: 0.0312726 | val_loss: 0.0312669 | Time: 1454.56 ms [2021-10-07 01:02:39 main:581] : INFO : Epoch 1793 | loss: 0.031265 | val_loss: 0.0312609 | Time: 1447.38 ms [2021-10-07 01:02:41 main:581] : INFO : Epoch 1794 | loss: 0.0312603 | val_loss: 0.0312582 | Time: 1464.38 ms [2021-10-07 01:02:42 main:581] : INFO : Epoch 1795 | loss: 0.0312579 | val_loss: 0.0312562 | Time: 1429.23 ms [2021-10-07 01:02:44 main:581] : INFO : Epoch 1796 | loss: 0.0312562 | val_loss: 0.0312551 | Time: 1447.23 ms [2021-10-07 01:02:45 main:581] : INFO : Epoch 1797 | loss: 0.0312552 | val_loss: 0.0312541 | Time: 1467.88 ms [2021-10-07 01:02:46 main:581] : INFO : Epoch 1798 | loss: 0.0312539 | val_loss: 0.0312532 | Time: 1429.61 ms [2021-10-07 01:02:48 main:581] : INFO : Epoch 1799 | loss: 0.0312533 | val_loss: 0.0312526 | Time: 1512.52 ms [2021-10-07 01:02:49 main:581] : INFO : Epoch 1800 | loss: 0.0312523 | val_loss: 0.0312521 | Time: 1502.89 ms [2021-10-07 01:02:51 main:581] : INFO : Epoch 1801 | loss: 0.031252 | val_loss: 0.0312512 | Time: 1592.91 ms [2021-10-07 01:02:53 main:581] : INFO : Epoch 1802 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1493.94 ms [2021-10-07 01:02:54 main:581] : INFO : Epoch 1803 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1469.19 ms [2021-10-07 01:02:56 main:581] : INFO : Epoch 1804 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1504.65 ms [2021-10-07 01:02:57 main:581] : INFO : Epoch 1805 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 1443.74 ms [2021-10-07 01:02:58 main:581] : INFO : Epoch 1806 | loss: 0.031249 | val_loss: 0.0312492 | Time: 1468.95 ms [2021-10-07 01:03:00 main:581] : INFO : Epoch 1807 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 1448.39 ms [2021-10-07 01:03:01 main:581] : INFO : Epoch 1808 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 1463.52 ms [2021-10-07 01:03:03 main:581] : INFO : Epoch 1809 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 1437.24 ms [2021-10-07 01:03:04 main:581] : INFO : Epoch 1810 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 1470.26 ms [2021-10-07 01:03:06 main:581] : INFO : Epoch 1811 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 1450.07 ms [2021-10-07 01:03:07 main:581] : INFO : Epoch 1812 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1493.29 ms [2021-10-07 01:03:09 main:581] : INFO : Epoch 1813 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 1459.94 ms [2021-10-07 01:03:10 main:581] : INFO : Epoch 1814 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 1460.38 ms [2021-10-07 01:03:12 main:581] : INFO : Epoch 1815 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 1466.38 ms [2021-10-07 01:03:13 main:581] : INFO : Epoch 1816 | loss: 0.0312458 | val_loss: 0.0312461 | Time: 1456.8 ms [2021-10-07 01:03:15 main:581] : INFO : Epoch 1817 | loss: 0.0312455 | val_loss: 0.0312455 | Time: 1453.65 ms [2021-10-07 01:03:16 main:581] : INFO : Epoch 1818 | loss: 0.0312449 | val_loss: 0.0312452 | Time: 1465.06 ms [2021-10-07 01:03:17 main:581] : INFO : Epoch 1819 | loss: 0.0312446 | val_loss: 0.0312452 | Time: 1453.19 ms [2021-10-07 01:03:19 main:581] : INFO : Epoch 1820 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 1462.47 ms [2021-10-07 01:03:20 main:581] : INFO : Epoch 1821 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 1455.24 ms [2021-10-07 01:03:22 main:581] : INFO : Epoch 1822 | loss: 0.031244 | val_loss: 0.0312447 | Time: 1469.39 ms [2021-10-07 01:03:23 main:581] : INFO : Epoch 1823 | loss: 0.0312441 | val_loss: 0.0312441 | Time: 1467.01 ms [2021-10-07 01:03:25 main:581] : INFO : Epoch 1824 | loss: 0.0312435 | val_loss: 0.0312446 | Time: 1439.46 ms [2021-10-07 01:03:26 main:581] : INFO : Epoch 1825 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 1464.96 ms [2021-10-07 01:03:28 main:581] : INFO : Epoch 1826 | loss: 0.031243 | val_loss: 0.0312433 | Time: 1454.1 ms [2021-10-07 01:03:29 main:581] : INFO : Epoch 1827 | loss: 0.0312425 | val_loss: 0.031243 | Time: 1469.05 ms [2021-10-07 01:03:31 main:581] : INFO : Epoch 1828 | loss: 0.0312424 | val_loss: 0.0312433 | Time: 1465.83 ms [2021-10-07 01:03:32 main:581] : INFO : Epoch 1829 | loss: 0.031242 | val_loss: 0.0312426 | Time: 1445.89 ms [2021-10-07 01:03:33 main:581] : INFO : Epoch 1830 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 1445.08 ms [2021-10-07 01:03:35 main:581] : INFO : Epoch 1831 | loss: 0.0312417 | val_loss: 0.0312421 | Time: 1459.65 ms [2021-10-07 01:03:36 main:581] : INFO : Epoch 1832 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 1426.51 ms [2021-10-07 01:03:38 main:581] : INFO : Epoch 1833 | loss: 0.0312412 | val_loss: 0.0312418 | Time: 1453.63 ms [2021-10-07 01:03:39 main:581] : INFO : Epoch 1834 | loss: 0.0312411 | val_loss: 0.0312415 | Time: 1433.22 ms [2021-10-07 01:03:41 main:581] : INFO : Epoch 1835 | loss: 0.0312404 | val_loss: 0.0312414 | Time: 1476.47 ms [2021-10-07 01:03:42 main:581] : INFO : Epoch 1836 | loss: 0.0312401 | val_loss: 0.0312411 | Time: 1477.81 ms [2021-10-07 01:03:44 main:581] : INFO : Epoch 1837 | loss: 0.0312401 | val_loss: 0.0312407 | Time: 1481.65 ms [2021-10-07 01:03:45 main:581] : INFO : Epoch 1838 | loss: 0.0312396 | val_loss: 0.0312405 | Time: 1472.99 ms [2021-10-07 01:03:47 main:581] : INFO : Epoch 1839 | loss: 0.0312394 | val_loss: 0.031241 | Time: 1467.64 ms [2021-10-07 01:03:48 main:581] : INFO : Epoch 1840 | loss: 0.0312395 | val_loss: 0.0312406 | Time: 1458.16 ms [2021-10-07 01:03:50 main:581] : INFO : Epoch 1841 | loss: 0.0312392 | val_loss: 0.0312403 | Time: 1452.94 ms [2021-10-07 01:03:51 main:581] : INFO : Epoch 1842 | loss: 0.0312386 | val_loss: 0.03124 | Time: 1469.43 ms [2021-10-07 01:03:52 main:581] : INFO : Epoch 1843 | loss: 0.0312387 | val_loss: 0.0312391 | Time: 1470.4 ms [2021-10-07 01:03:54 main:581] : INFO : Epoch 1844 | loss: 0.0312386 | val_loss: 0.0312394 | Time: 1448.01 ms [2021-10-07 01:03:55 main:581] : INFO : Epoch 1845 | loss: 0.0312382 | val_loss: 0.0312388 | Time: 1522.81 ms [2021-10-07 01:03:57 main:581] : INFO : Epoch 1846 | loss: 0.0312381 | val_loss: 0.0312391 | Time: 1501.73 ms [2021-10-07 01:03:58 main:581] : INFO : Epoch 1847 | loss: 0.0312382 | val_loss: 0.0312385 | Time: 1473.31 ms [2021-10-07 01:04:00 main:581] : INFO : Epoch 1848 | loss: 0.0312371 | val_loss: 0.0312391 | Time: 1486.92 ms [2021-10-07 01:04:01 main:581] : INFO : Epoch 1849 | loss: 0.0312368 | val_loss: 0.0312379 | Time: 1495 ms [2021-10-07 01:04:03 main:581] : INFO : Epoch 1850 | loss: 0.031237 | val_loss: 0.0312382 | Time: 1478.77 ms [2021-10-07 01:04:04 main:581] : INFO : Epoch 1851 | loss: 0.0312364 | val_loss: 0.0312375 | Time: 1461.7 ms [2021-10-07 01:04:06 main:581] : INFO : Epoch 1852 | loss: 0.0312361 | val_loss: 0.0312375 | Time: 1480.93 ms [2021-10-07 01:04:07 main:581] : INFO : Epoch 1853 | loss: 0.0312359 | val_loss: 0.0312372 | Time: 1449.48 ms [2021-10-07 01:04:09 main:581] : INFO : Epoch 1854 | loss: 0.0312354 | val_loss: 0.0312366 | Time: 1456.94 ms [2021-10-07 01:04:10 main:581] : INFO : Epoch 1855 | loss: 0.0312353 | val_loss: 0.0312363 | Time: 1467.77 ms [2021-10-07 01:04:12 main:581] : INFO : Epoch 1856 | loss: 0.0312349 | val_loss: 0.0312363 | Time: 1451.02 ms [2021-10-07 01:04:13 main:581] : INFO : Epoch 1857 | loss: 0.0312348 | val_loss: 0.0312356 | Time: 1423.69 ms [2021-10-07 01:04:15 main:581] : INFO : Epoch 1858 | loss: 0.0312342 | val_loss: 0.031235 | Time: 1495.29 ms [2021-10-07 01:04:16 main:581] : INFO : Epoch 1859 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 1441.83 ms [2021-10-07 01:04:17 main:581] : INFO : Epoch 1860 | loss: 0.0312336 | val_loss: 0.0312343 | Time: 1430.93 ms [2021-10-07 01:04:19 main:581] : INFO : Epoch 1861 | loss: 0.0312336 | val_loss: 0.0312361 | Time: 1466.69 ms [2021-10-07 01:04:20 main:581] : INFO : Epoch 1862 | loss: 0.0312341 | val_loss: 0.0312346 | Time: 1438.52 ms [2021-10-07 01:04:22 main:581] : INFO : Epoch 1863 | loss: 0.0312333 | val_loss: 0.0312349 | Time: 1440.96 ms [2021-10-07 01:04:23 main:581] : INFO : Epoch 1864 | loss: 0.031233 | val_loss: 0.0312329 | Time: 1473.89 ms [2021-10-07 01:04:25 main:581] : INFO : Epoch 1865 | loss: 0.0312315 | val_loss: 0.0312328 | Time: 1531.57 ms [2021-10-07 01:04:26 main:581] : INFO : Epoch 1866 | loss: 0.0312317 | val_loss: 0.0312341 | Time: 1465.96 ms [2021-10-07 01:04:28 main:581] : INFO : Epoch 1867 | loss: 0.0312312 | val_loss: 0.0312315 | Time: 1646.39 ms [2021-10-07 01:04:29 main:581] : INFO : Epoch 1868 | loss: 0.0312302 | val_loss: 0.0312311 | Time: 1456.7 ms [2021-10-07 01:04:31 main:581] : INFO : Epoch 1869 | loss: 0.0312294 | val_loss: 0.0312309 | Time: 1566.21 ms [2021-10-07 01:04:32 main:581] : INFO : Epoch 1870 | loss: 0.0312293 | val_loss: 0.0312312 | Time: 1471.33 ms [2021-10-07 01:04:34 main:581] : INFO : Epoch 1871 | loss: 0.0312291 | val_loss: 0.0312299 | Time: 1457.91 ms [2021-10-07 01:04:35 main:581] : INFO : Epoch 1872 | loss: 0.0312284 | val_loss: 0.0312296 | Time: 1450.73 ms [2021-10-07 01:04:37 main:581] : INFO : Epoch 1873 | loss: 0.0312277 | val_loss: 0.0312292 | Time: 1452.06 ms [2021-10-07 01:04:38 main:581] : INFO : Epoch 1874 | loss: 0.0312272 | val_loss: 0.0312294 | Time: 1450.17 ms [2021-10-07 01:04:40 main:581] : INFO : Epoch 1875 | loss: 0.0312268 | val_loss: 0.0312284 | Time: 1468.53 ms [2021-10-07 01:04:41 main:581] : INFO : Epoch 1876 | loss: 0.0312266 | val_loss: 0.0312288 | Time: 1454.9 ms [2021-10-07 01:04:43 main:581] : INFO : Epoch 1877 | loss: 0.031226 | val_loss: 0.0312276 | Time: 1445.01 ms [2021-10-07 01:04:44 main:581] : INFO : Epoch 1878 | loss: 0.0312255 | val_loss: 0.0312276 | Time: 1454 ms [2021-10-07 01:04:45 main:581] : INFO : Epoch 1879 | loss: 0.0312252 | val_loss: 0.0312268 | Time: 1426.56 ms [2021-10-07 01:04:47 main:581] : INFO : Epoch 1880 | loss: 0.0312247 | val_loss: 0.0312267 | Time: 1471.59 ms [2021-10-07 01:04:48 main:581] : INFO : Epoch 1881 | loss: 0.0312245 | val_loss: 0.0312287 | Time: 1462.31 ms [2021-10-07 01:04:50 main:581] : INFO : Epoch 1882 | loss: 0.0312247 | val_loss: 0.0312277 | Time: 1459.21 ms [2021-10-07 01:04:51 main:581] : INFO : Epoch 1883 | loss: 0.0312247 | val_loss: 0.0312275 | Time: 1450.45 ms [2021-10-07 01:04:53 main:581] : INFO : Epoch 1884 | loss: 0.0312247 | val_loss: 0.0312295 | Time: 1443.45 ms [2021-10-07 01:04:54 main:581] : INFO : Epoch 1885 | loss: 0.0312233 | val_loss: 0.0312247 | Time: 1478.1 ms [2021-10-07 01:04:56 main:581] : INFO : Epoch 1886 | loss: 0.031222 | val_loss: 0.0312252 | Time: 1480.14 ms [2021-10-07 01:04:57 main:581] : INFO : Epoch 1887 | loss: 0.0312213 | val_loss: 0.0312239 | Time: 1480.62 ms [2021-10-07 01:04:59 main:581] : INFO : Epoch 1888 | loss: 0.0312205 | val_loss: 0.0312247 | Time: 1463.71 ms [2021-10-07 01:05:00 main:581] : INFO : Epoch 1889 | loss: 0.0312221 | val_loss: 0.0312285 | Time: 1448.71 ms [2021-10-07 01:05:02 main:581] : INFO : Epoch 1890 | loss: 0.0312212 | val_loss: 0.0312237 | Time: 1461.53 ms [2021-10-07 01:05:03 main:581] : INFO : Epoch 1891 | loss: 0.0312199 | val_loss: 0.0312221 | Time: 1443.37 ms [2021-10-07 01:05:04 main:581] : INFO : Epoch 1892 | loss: 0.0312205 | val_loss: 0.031221 | Time: 1453.51 ms [2021-10-07 01:05:06 main:581] : INFO : Epoch 1893 | loss: 0.0312212 | val_loss: 0.0312208 | Time: 1465.87 ms [2021-10-07 01:05:07 main:581] : INFO : Epoch 1894 | loss: 0.0312186 | val_loss: 0.0312227 | Time: 1480.6 ms [2021-10-07 01:05:09 main:581] : INFO : Epoch 1895 | loss: 0.0312179 | val_loss: 0.0312199 | Time: 1445.08 ms [2021-10-07 01:05:10 main:581] : INFO : Epoch 1896 | loss: 0.0312167 | val_loss: 0.0312195 | Time: 1467.65 ms [2021-10-07 01:05:12 main:581] : INFO : Epoch 1897 | loss: 0.0312178 | val_loss: 0.0312241 | Time: 1423.17 ms [2021-10-07 01:05:13 main:581] : INFO : Epoch 1898 | loss: 0.0312185 | val_loss: 0.0312203 | Time: 1442.56 ms [2021-10-07 01:05:15 main:581] : INFO : Epoch 1899 | loss: 0.0312162 | val_loss: 0.0312188 | Time: 1435.48 ms [2021-10-07 01:05:16 main:581] : INFO : Epoch 1900 | loss: 0.0312152 | val_loss: 0.0312188 | Time: 1453.47 ms [2021-10-07 01:05:18 main:581] : INFO : Epoch 1901 | loss: 0.0312172 | val_loss: 0.0312205 | Time: 1473.57 ms [2021-10-07 01:05:19 main:581] : INFO : Epoch 1902 | loss: 0.0312159 | val_loss: 0.0312255 | Time: 1462.02 ms [2021-10-07 01:05:20 main:581] : INFO : Epoch 1903 | loss: 0.031215 | val_loss: 0.031217 | Time: 1451.59 ms [2021-10-07 01:05:22 main:581] : INFO : Epoch 1904 | loss: 0.0312139 | val_loss: 0.0312194 | Time: 1438.89 ms [2021-10-07 01:05:23 main:581] : INFO : Epoch 1905 | loss: 0.0312148 | val_loss: 0.0312184 | Time: 1457.55 ms [2021-10-07 01:05:25 main:581] : INFO : Epoch 1906 | loss: 0.0312151 | val_loss: 0.0312255 | Time: 1467.17 ms [2021-10-07 01:05:26 main:581] : INFO : Epoch 1907 | loss: 0.0312175 | val_loss: 0.0312204 | Time: 1451.97 ms [2021-10-07 01:05:28 main:581] : INFO : Epoch 1908 | loss: 0.0312135 | val_loss: 0.0312158 | Time: 1451.56 ms [2021-10-07 01:05:29 main:581] : INFO : Epoch 1909 | loss: 0.0312123 | val_loss: 0.0312155 | Time: 1437.07 ms [2021-10-07 01:05:31 main:581] : INFO : Epoch 1910 | loss: 0.0312118 | val_loss: 0.031215 | Time: 1505.59 ms [2021-10-07 01:05:32 main:581] : INFO : Epoch 1911 | loss: 0.0312106 | val_loss: 0.0312151 | Time: 1498.63 ms [2021-10-07 01:05:34 main:581] : INFO : Epoch 1912 | loss: 0.0312128 | val_loss: 0.0312177 | Time: 1492.11 ms [2021-10-07 01:05:35 main:581] : INFO : Epoch 1913 | loss: 0.0312108 | val_loss: 0.0312138 | Time: 1473.83 ms [2021-10-07 01:05:37 main:581] : INFO : Epoch 1914 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 1459.16 ms [2021-10-07 01:05:38 main:581] : INFO : Epoch 1915 | loss: 0.0312102 | val_loss: 0.0312159 | Time: 1451.72 ms [2021-10-07 01:05:40 main:581] : INFO : Epoch 1916 | loss: 0.0312111 | val_loss: 0.0312175 | Time: 1477.22 ms [2021-10-07 01:05:41 main:581] : INFO : Epoch 1917 | loss: 0.0312101 | val_loss: 0.0312129 | Time: 1473.29 ms [2021-10-07 01:05:43 main:581] : INFO : Epoch 1918 | loss: 0.0312091 | val_loss: 0.0312133 | Time: 1493.95 ms [2021-10-07 01:05:44 main:581] : INFO : Epoch 1919 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 1483.46 ms [2021-10-07 01:05:46 main:581] : INFO : Epoch 1920 | loss: 0.0312095 | val_loss: 0.0312159 | Time: 1498.58 ms [2021-10-07 01:05:47 main:581] : INFO : Epoch 1921 | loss: 0.03121 | val_loss: 0.0312185 | Time: 1492.61 ms [2021-10-07 01:05:48 main:581] : INFO : Epoch 1922 | loss: 0.0312097 | val_loss: 0.0312133 | Time: 1473.86 ms [2021-10-07 01:05:50 main:581] : INFO : Epoch 1923 | loss: 0.0312097 | val_loss: 0.0312117 | Time: 1441.81 ms [2021-10-07 01:05:51 main:581] : INFO : Epoch 1924 | loss: 0.0312105 | val_loss: 0.0312115 | Time: 1451.68 ms [2021-10-07 01:05:53 main:581] : INFO : Epoch 1925 | loss: 0.0312095 | val_loss: 0.0312191 | Time: 1471.98 ms [2021-10-07 01:05:54 main:581] : INFO : Epoch 1926 | loss: 0.0312122 | val_loss: 0.0312121 | Time: 1478.8 ms [2021-10-07 01:05:56 main:581] : INFO : Epoch 1927 | loss: 0.0312137 | val_loss: 0.0312263 | Time: 1471.89 ms [2021-10-07 01:05:57 main:581] : INFO : Epoch 1928 | loss: 0.0312139 | val_loss: 0.0312136 | Time: 1485.96 ms [2021-10-07 01:05:59 main:581] : INFO : Epoch 1929 | loss: 0.0312077 | val_loss: 0.0312128 | Time: 1519.12 ms [2021-10-07 01:06:00 main:581] : INFO : Epoch 1930 | loss: 0.0312095 | val_loss: 0.0312124 | Time: 1471.39 ms [2021-10-07 01:06:02 main:581] : INFO : Epoch 1931 | loss: 0.0312075 | val_loss: 0.0312144 | Time: 1502.1 ms [2021-10-07 01:06:03 main:581] : INFO : Epoch 1932 | loss: 0.0312073 | val_loss: 0.0312116 | Time: 1499.87 ms [2021-10-07 01:06:05 main:581] : INFO : Epoch 1933 | loss: 0.03121 | val_loss: 0.0312138 | Time: 1488.47 ms [2021-10-07 01:06:06 main:581] : INFO : Epoch 1934 | loss: 0.0312066 | val_loss: 0.0312122 | Time: 1471.63 ms [2021-10-07 01:06:08 main:581] : INFO : Epoch 1935 | loss: 0.0312065 | val_loss: 0.031213 | Time: 1492.78 ms [2021-10-07 01:06:09 main:581] : INFO : Epoch 1936 | loss: 0.0312063 | val_loss: 0.0312107 | Time: 1462.39 ms [2021-10-07 01:06:11 main:581] : INFO : Epoch 1937 | loss: 0.0312058 | val_loss: 0.0312114 | Time: 1474.02 ms [2021-10-07 01:06:12 main:581] : INFO : Epoch 1938 | loss: 0.0312074 | val_loss: 0.0312119 | Time: 1457.39 ms [2021-10-07 01:06:14 main:581] : INFO : Epoch 1939 | loss: 0.0312099 | val_loss: 0.0312291 | Time: 1546.67 ms [2021-10-07 01:06:15 main:581] : INFO : Epoch 1940 | loss: 0.0312089 | val_loss: 0.0312119 | Time: 1571.41 ms [2021-10-07 01:06:17 main:581] : INFO : Epoch 1941 | loss: 0.0312061 | val_loss: 0.0312098 | Time: 1459.87 ms [2021-10-07 01:06:18 main:581] : INFO : Epoch 1942 | loss: 0.0312089 | val_loss: 0.031224 | Time: 1466.52 ms [2021-10-07 01:06:20 main:581] : INFO : Epoch 1943 | loss: 0.031208 | val_loss: 0.0312107 | Time: 1431.62 ms [2021-10-07 01:06:21 main:581] : INFO : Epoch 1944 | loss: 0.0312063 | val_loss: 0.0312129 | Time: 1458.97 ms [2021-10-07 01:06:23 main:581] : INFO : Epoch 1945 | loss: 0.0312078 | val_loss: 0.0312127 | Time: 1476.87 ms [2021-10-07 01:06:24 main:581] : INFO : Epoch 1946 | loss: 0.031207 | val_loss: 0.0312144 | Time: 1493.98 ms [2021-10-07 01:06:26 main:581] : INFO : Epoch 1947 | loss: 0.031206 | val_loss: 0.0312143 | Time: 1522.97 ms [2021-10-07 01:06:27 main:581] : INFO : Epoch 1948 | loss: 0.0312064 | val_loss: 0.0312105 | Time: 1499.12 ms [2021-10-07 01:06:29 main:581] : INFO : Epoch 1949 | loss: 0.0312058 | val_loss: 0.0312119 | Time: 1587.32 ms [2021-10-07 01:06:30 main:581] : INFO : Epoch 1950 | loss: 0.0312064 | val_loss: 0.0312091 | Time: 1492.79 ms [2021-10-07 01:06:32 main:581] : INFO : Epoch 1951 | loss: 0.031206 | val_loss: 0.0312247 | Time: 1484 ms [2021-10-07 01:06:33 main:581] : INFO : Epoch 1952 | loss: 0.031214 | val_loss: 0.031221 | Time: 1478.84 ms [2021-10-07 01:06:35 main:581] : INFO : Epoch 1953 | loss: 0.03121 | val_loss: 0.0312116 | Time: 1461.12 ms [2021-10-07 01:06:36 main:581] : INFO : Epoch 1954 | loss: 0.0312139 | val_loss: 0.0312123 | Time: 1448.09 ms [2021-10-07 01:06:37 main:581] : INFO : Epoch 1955 | loss: 0.0312106 | val_loss: 0.0312127 | Time: 1439.27 ms [2021-10-07 01:06:39 main:581] : INFO : Epoch 1956 | loss: 0.0312081 | val_loss: 0.0312136 | Time: 1459.58 ms [2021-10-07 01:06:40 main:581] : INFO : Epoch 1957 | loss: 0.0312065 | val_loss: 0.0312102 | Time: 1460.65 ms [2021-10-07 01:06:42 main:581] : INFO : Epoch 1958 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 1470.04 ms [2021-10-07 01:06:43 main:581] : INFO : Epoch 1959 | loss: 0.0312043 | val_loss: 0.0312082 | Time: 1455.23 ms [2021-10-07 01:06:45 main:581] : INFO : Epoch 1960 | loss: 0.0312039 | val_loss: 0.0312081 | Time: 1483.49 ms [2021-10-07 01:06:46 main:581] : INFO : Epoch 1961 | loss: 0.0312111 | val_loss: 0.0312074 | Time: 1450.97 ms [2021-10-07 01:06:48 main:581] : INFO : Epoch 1962 | loss: 0.031209 | val_loss: 0.031208 | Time: 1461.83 ms [2021-10-07 01:06:49 main:581] : INFO : Epoch 1963 | loss: 0.031206 | val_loss: 0.0312066 | Time: 1450.63 ms [2021-10-07 01:06:51 main:581] : INFO : Epoch 1964 | loss: 0.0312064 | val_loss: 0.0312108 | Time: 1457.95 ms [2021-10-07 01:06:52 main:581] : INFO : Epoch 1965 | loss: 0.031208 | val_loss: 0.0312096 | Time: 1456.62 ms [2021-10-07 01:06:53 main:581] : INFO : Epoch 1966 | loss: 0.0312041 | val_loss: 0.031206 | Time: 1432.03 ms [2021-10-07 01:06:55 main:581] : INFO : Epoch 1967 | loss: 0.0312029 | val_loss: 0.0312066 | Time: 1436.2 ms [2021-10-07 01:06:56 main:581] : INFO : Epoch 1968 | loss: 0.0312025 | val_loss: 0.0312112 | Time: 1440.08 ms [2021-10-07 01:06:58 main:581] : INFO : Epoch 1969 | loss: 0.0312063 | val_loss: 0.0312081 | Time: 1445.33 ms [2021-10-07 01:06:59 main:581] : INFO : Epoch 1970 | loss: 0.0312043 | val_loss: 0.0312095 | Time: 1438.82 ms [2021-10-07 01:07:01 main:581] : INFO : Epoch 1971 | loss: 0.0312053 | val_loss: 0.0312067 | Time: 1454.59 ms [2021-10-07 01:07:02 main:581] : INFO : Epoch 1972 | loss: 0.0312092 | val_loss: 0.0312323 | Time: 1432.39 ms [2021-10-07 01:07:04 main:581] : INFO : Epoch 1973 | loss: 0.0312061 | val_loss: 0.0312043 | Time: 1464.86 ms [2021-10-07 01:07:05 main:581] : INFO : Epoch 1974 | loss: 0.0312014 | val_loss: 0.0312073 | Time: 1446.82 ms [2021-10-07 01:07:06 main:581] : INFO : Epoch 1975 | loss: 0.0312025 | val_loss: 0.031205 | Time: 1445.95 ms [2021-10-07 01:07:08 main:581] : INFO : Epoch 1976 | loss: 0.0312042 | val_loss: 0.0312049 | Time: 1430.18 ms [2021-10-07 01:07:09 main:581] : INFO : Epoch 1977 | loss: 0.0312016 | val_loss: 0.0312113 | Time: 1444.59 ms [2021-10-07 01:07:11 main:581] : INFO : Epoch 1978 | loss: 0.0312059 | val_loss: 0.0312113 | Time: 1447.97 ms [2021-10-07 01:07:12 main:581] : INFO : Epoch 1979 | loss: 0.0312034 | val_loss: 0.0312047 | Time: 1438.94 ms [2021-10-07 01:07:14 main:581] : INFO : Epoch 1980 | loss: 0.0312014 | val_loss: 0.0312053 | Time: 1457.58 ms [2021-10-07 01:07:15 main:581] : INFO : Epoch 1981 | loss: 0.0312029 | val_loss: 0.0312062 | Time: 1442.7 ms [2021-10-07 01:07:17 main:581] : INFO : Epoch 1982 | loss: 0.0312034 | val_loss: 0.0312042 | Time: 1447.67 ms [2021-10-07 01:07:18 main:581] : INFO : Epoch 1983 | loss: 0.0312035 | val_loss: 0.0312044 | Time: 1432.16 ms [2021-10-07 01:07:19 main:581] : INFO : Epoch 1984 | loss: 0.0311999 | val_loss: 0.0312056 | Time: 1424.24 ms [2021-10-07 01:07:21 main:581] : INFO : Epoch 1985 | loss: 0.0312035 | val_loss: 0.0312048 | Time: 1431.04 ms [2021-10-07 01:07:22 main:581] : INFO : Epoch 1986 | loss: 0.0312007 | val_loss: 0.0312063 | Time: 1434.15 ms [2021-10-07 01:07:24 main:581] : INFO : Epoch 1987 | loss: 0.0311997 | val_loss: 0.0312042 | Time: 1430.55 ms [2021-10-07 01:07:25 main:581] : INFO : Epoch 1988 | loss: 0.0311991 | val_loss: 0.031206 | Time: 1456.63 ms [2021-10-07 01:07:27 main:581] : INFO : Epoch 1989 | loss: 0.0311994 | val_loss: 0.0312063 | Time: 1450.32 ms [2021-10-07 01:07:28 main:581] : INFO : Epoch 1990 | loss: 0.0312061 | val_loss: 0.0312047 | Time: 1475.79 ms [2021-10-07 01:07:30 main:581] : INFO : Epoch 1991 | loss: 0.0312055 | val_loss: 0.0312075 | Time: 1431.96 ms [2021-10-07 01:07:31 main:581] : INFO : Epoch 1992 | loss: 0.0311994 | val_loss: 0.031205 | Time: 1461.79 ms [2021-10-07 01:07:32 main:581] : INFO : Epoch 1993 | loss: 0.0311994 | val_loss: 0.0312032 | Time: 1467.4 ms [2021-10-07 01:07:34 main:581] : INFO : Epoch 1994 | loss: 0.0312007 | val_loss: 0.0312087 | Time: 1462.35 ms [2021-10-07 01:07:35 main:581] : INFO : Epoch 1995 | loss: 0.0312015 | val_loss: 0.0312051 | Time: 1472.8 ms [2021-10-07 01:07:37 main:581] : INFO : Epoch 1996 | loss: 0.0312006 | val_loss: 0.0312052 | Time: 1463.44 ms [2021-10-07 01:07:38 main:581] : INFO : Epoch 1997 | loss: 0.0312 | val_loss: 0.0312066 | Time: 1482.46 ms [2021-10-07 01:07:40 main:581] : INFO : Epoch 1998 | loss: 0.0311991 | val_loss: 0.0312043 | Time: 1469.07 ms [2021-10-07 01:07:41 main:581] : INFO : Epoch 1999 | loss: 0.0312006 | val_loss: 0.0312044 | Time: 1451.52 ms [2021-10-07 01:07:43 main:581] : INFO : Epoch 2000 | loss: 0.0311992 | val_loss: 0.0312026 | Time: 1467.39 ms [2021-10-07 01:07:44 main:581] : INFO : Epoch 2001 | loss: 0.0312054 | val_loss: 0.0312045 | Time: 1601.09 ms [2021-10-07 01:07:46 main:581] : INFO : Epoch 2002 | loss: 0.0312002 | val_loss: 0.0312032 | Time: 1648.71 ms [2021-10-07 01:07:48 main:581] : INFO : Epoch 2003 | loss: 0.0311999 | val_loss: 0.0312024 | Time: 1649.06 ms [2021-10-07 01:07:49 main:581] : INFO : Epoch 2004 | loss: 0.0311984 | val_loss: 0.0312082 | Time: 1589.28 ms [2021-10-07 01:07:51 main:581] : INFO : Epoch 2005 | loss: 0.0311994 | val_loss: 0.0312051 | Time: 1482.14 ms [2021-10-07 01:07:52 main:581] : INFO : Epoch 2006 | loss: 0.0311995 | val_loss: 0.0312147 | Time: 1636.8 ms [2021-10-07 01:07:54 main:581] : INFO : Epoch 2007 | loss: 0.0312006 | val_loss: 0.0312029 | Time: 1444.84 ms [2021-10-07 01:07:55 main:581] : INFO : Epoch 2008 | loss: 0.0311987 | val_loss: 0.0312022 | Time: 1414.33 ms [2021-10-07 01:07:57 main:581] : INFO : Epoch 2009 | loss: 0.0311982 | val_loss: 0.0312051 | Time: 1363.31 ms [2021-10-07 01:07:58 main:581] : INFO : Epoch 2010 | loss: 0.0312018 | val_loss: 0.0312129 | Time: 1431.11 ms [2021-10-07 01:07:59 main:581] : INFO : Epoch 2011 | loss: 0.0312009 | val_loss: 0.0312066 | Time: 1418.8 ms [2021-10-07 01:08:01 main:581] : INFO : Epoch 2012 | loss: 0.0312008 | val_loss: 0.0312025 | Time: 1432.56 ms [2021-10-07 01:08:02 main:581] : INFO : Epoch 2013 | loss: 0.0311986 | val_loss: 0.0312038 | Time: 1436.25 ms [2021-10-07 01:08:04 main:581] : INFO : Epoch 2014 | loss: 0.0311976 | val_loss: 0.0312008 | Time: 1461.07 ms [2021-10-07 01:08:05 main:581] : INFO : Epoch 2015 | loss: 0.0311977 | val_loss: 0.0312012 | Time: 1445.75 ms [2021-10-07 01:08:07 main:581] : INFO : Epoch 2016 | loss: 0.0311964 | val_loss: 0.031202 | Time: 1454.67 ms [2021-10-07 01:08:08 main:581] : INFO : Epoch 2017 | loss: 0.0311979 | val_loss: 0.0312018 | Time: 1458.09 ms [2021-10-07 01:08:10 main:581] : INFO : Epoch 2018 | loss: 0.0311979 | val_loss: 0.0312005 | Time: 1451.82 ms [2021-10-07 01:08:11 main:581] : INFO : Epoch 2019 | loss: 0.0311962 | val_loss: 0.0312021 | Time: 1460.32 ms [2021-10-07 01:08:12 main:581] : INFO : Epoch 2020 | loss: 0.0311988 | val_loss: 0.0312105 | Time: 1428.72 ms [2021-10-07 01:08:14 main:581] : INFO : Epoch 2021 | loss: 0.0311979 | val_loss: 0.0312095 | Time: 1457.53 ms [2021-10-07 01:08:15 main:581] : INFO : Epoch 2022 | loss: 0.0312017 | val_loss: 0.0312067 | Time: 1464.76 ms [2021-10-07 01:08:17 main:581] : INFO : Epoch 2023 | loss: 0.0311979 | val_loss: 0.0312058 | Time: 1447.68 ms [2021-10-07 01:08:18 main:581] : INFO : Epoch 2024 | loss: 0.0311959 | val_loss: 0.0312029 | Time: 1459.18 ms [2021-10-07 01:08:20 main:581] : INFO : Epoch 2025 | loss: 0.0311959 | val_loss: 0.0312001 | Time: 1438.95 ms [2021-10-07 01:08:21 main:581] : INFO : Epoch 2026 | loss: 0.0311957 | val_loss: 0.031199 | Time: 1461.99 ms [2021-10-07 01:08:23 main:581] : INFO : Epoch 2027 | loss: 0.0311958 | val_loss: 0.0311983 | Time: 1457.24 ms [2021-10-07 01:08:24 main:581] : INFO : Epoch 2028 | loss: 0.0311972 | val_loss: 0.0311997 | Time: 1518.59 ms [2021-10-07 01:08:26 main:581] : INFO : Epoch 2029 | loss: 0.0311952 | val_loss: 0.0312011 | Time: 1583.34 ms [2021-10-07 01:08:27 main:581] : INFO : Epoch 2030 | loss: 0.0311974 | val_loss: 0.031199 | Time: 1423.68 ms [2021-10-07 01:08:29 main:581] : INFO : Epoch 2031 | loss: 0.0311953 | val_loss: 0.0311991 | Time: 1439.92 ms [2021-10-07 01:08:30 main:581] : INFO : Epoch 2032 | loss: 0.0312018 | val_loss: 0.0312033 | Time: 1455.99 ms [2021-10-07 01:08:32 main:581] : INFO : Epoch 2033 | loss: 0.0311995 | val_loss: 0.031211 | Time: 1454.76 ms [2021-10-07 01:08:33 main:581] : INFO : Epoch 2034 | loss: 0.0312 | val_loss: 0.0312152 | Time: 1446.28 ms [2021-10-07 01:08:34 main:581] : INFO : Epoch 2035 | loss: 0.0311992 | val_loss: 0.0311996 | Time: 1423.53 ms [2021-10-07 01:08:36 main:581] : INFO : Epoch 2036 | loss: 0.0312055 | val_loss: 0.0312214 | Time: 1437.5 ms [2021-10-07 01:08:37 main:581] : INFO : Epoch 2037 | loss: 0.0312034 | val_loss: 0.0312122 | Time: 1460.03 ms [2021-10-07 01:08:39 main:581] : INFO : Epoch 2038 | loss: 0.0312058 | val_loss: 0.0312068 | Time: 1449.47 ms [2021-10-07 01:08:40 main:581] : INFO : Epoch 2039 | loss: 0.0311981 | val_loss: 0.0311994 | Time: 1458.13 ms [2021-10-07 01:08:42 main:581] : INFO : Epoch 2040 | loss: 0.031198 | val_loss: 0.0311996 | Time: 1463.35 ms [2021-10-07 01:08:43 main:581] : INFO : Epoch 2041 | loss: 0.0311992 | val_loss: 0.0312 | Time: 1467.72 ms [2021-10-07 01:08:45 main:581] : INFO : Epoch 2042 | loss: 0.0311961 | val_loss: 0.0312017 | Time: 1466.35 ms [2021-10-07 01:08:46 main:581] : INFO : Epoch 2043 | loss: 0.0311984 | val_loss: 0.03121 | Time: 1464.77 ms [2021-10-07 01:08:48 main:581] : INFO : Epoch 2044 | loss: 0.031195 | val_loss: 0.0311962 | Time: 1471.23 ms [2021-10-07 01:08:49 main:581] : INFO : Epoch 2045 | loss: 0.0311959 | val_loss: 0.0312131 | Time: 1430.82 ms [2021-10-07 01:08:50 main:581] : INFO : Epoch 2046 | loss: 0.031202 | val_loss: 0.0311971 | Time: 1456.73 ms [2021-10-07 01:08:52 main:581] : INFO : Epoch 2047 | loss: 0.0311975 | val_loss: 0.0312127 | Time: 1449.18 ms [2021-10-07 01:08:53 main:581] : INFO : Epoch 2048 | loss: 0.0311958 | val_loss: 0.0312015 | Time: 1495.24 ms [2021-10-07 01:08:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312015 [2021-10-07 01:08:53 main:610] : INFO : Saving end state to config to file [2021-10-07 01:08:53 main:615] : INFO : Success, exiting.. 01:08:53 (1701): 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)