Task 7659273
| Name | ParityModified-1631730233-18783-3_0 |
| Workunit | 5309470 |
| Created | 27 Sep 2021, 22:30:46 UTC |
| Sent | 6 Oct 2021, 0:45:47 UTC |
| Report deadline | 13 Oct 2021, 0:45:47 UTC |
| Received | 6 Oct 2021, 15:00:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 28 sec |
| CPU time | 50 min 22 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> 581] : INFO : Epoch 1538 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 1465.03 ms [2021-10-06 09:47:25 main:581] : INFO : Epoch 1539 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 1476.98 ms [2021-10-06 09:47:26 main:581] : INFO : Epoch 1540 | loss: 0.0311765 | val_loss: 0.031178 | Time: 1473.78 ms [2021-10-06 09:47:28 main:581] : INFO : Epoch 1541 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 1496.54 ms [2021-10-06 09:47:29 main:581] : INFO : Epoch 1542 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 1473.91 ms [2021-10-06 09:47:31 main:581] : INFO : Epoch 1543 | loss: 0.0311768 | val_loss: 0.0311778 | Time: 1463.41 ms [2021-10-06 09:47:32 main:581] : INFO : Epoch 1544 | loss: 0.0311779 | val_loss: 0.031178 | Time: 1451.87 ms [2021-10-06 09:47:34 main:581] : INFO : Epoch 1545 | loss: 0.0311774 | val_loss: 0.0311772 | Time: 1479.35 ms [2021-10-06 09:47:35 main:581] : INFO : Epoch 1546 | loss: 0.0311781 | val_loss: 0.0311885 | Time: 1446.5 ms [2021-10-06 09:47:37 main:581] : INFO : Epoch 1547 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 1436.53 ms [2021-10-06 09:47:38 main:581] : INFO : Epoch 1548 | loss: 0.0311776 | val_loss: 0.0311781 | Time: 1442.91 ms [2021-10-06 09:47:40 main:581] : INFO : Epoch 1549 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 1471.22 ms [2021-10-06 09:47:41 main:581] : INFO : Epoch 1550 | loss: 0.0311773 | val_loss: 0.0311782 | Time: 1464.52 ms [2021-10-06 09:47:42 main:581] : INFO : Epoch 1551 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 1462.8 ms [2021-10-06 09:47:44 main:581] : INFO : Epoch 1552 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 1479.15 ms [2021-10-06 09:47:45 main:581] : INFO : Epoch 1553 | loss: 0.0311756 | val_loss: 0.0311771 | Time: 1466.29 ms [2021-10-06 09:47:47 main:581] : INFO : Epoch 1554 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 1462.63 ms [2021-10-06 09:47:48 main:581] : INFO : Epoch 1555 | loss: 0.0311766 | val_loss: 0.0311779 | Time: 1455.42 ms [2021-10-06 09:47:50 main:581] : INFO : Epoch 1556 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 1459 ms [2021-10-06 09:47:51 main:581] : INFO : Epoch 1557 | loss: 0.0311781 | val_loss: 0.0311796 | Time: 1487.11 ms [2021-10-06 09:47:53 main:581] : INFO : Epoch 1558 | loss: 0.0311782 | val_loss: 0.0311774 | Time: 1478.55 ms [2021-10-06 09:47:54 main:581] : INFO : Epoch 1559 | loss: 0.0311774 | val_loss: 0.031176 | Time: 1461.96 ms [2021-10-06 09:47:56 main:581] : INFO : Epoch 1560 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 1444.36 ms [2021-10-06 09:47:57 main:581] : INFO : Epoch 1561 | loss: 0.0311744 | val_loss: 0.031175 | Time: 1489.31 ms [2021-10-06 09:47:59 main:581] : INFO : Epoch 1562 | loss: 0.0311752 | val_loss: 0.031177 | Time: 1495.25 ms [2021-10-06 09:48:00 main:581] : INFO : Epoch 1563 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 1487.64 ms [2021-10-06 09:48:02 main:581] : INFO : Epoch 1564 | loss: 0.0311763 | val_loss: 0.031179 | Time: 1451.07 ms [2021-10-06 09:48:03 main:581] : INFO : Epoch 1565 | loss: 0.0311756 | val_loss: 0.0311751 | Time: 1472.18 ms [2021-10-06 09:48:05 main:581] : INFO : Epoch 1566 | loss: 0.0311748 | val_loss: 0.0311787 | Time: 1479.45 ms [2021-10-06 09:48:06 main:581] : INFO : Epoch 1567 | loss: 0.0311757 | val_loss: 0.031181 | Time: 1459.97 ms [2021-10-06 09:48:07 main:581] : INFO : Epoch 1568 | loss: 0.0311766 | val_loss: 0.0311755 | Time: 1462.62 ms [2021-10-06 09:48:09 main:581] : INFO : Epoch 1569 | loss: 0.031174 | val_loss: 0.0311746 | Time: 1497.65 ms [2021-10-06 09:48:10 main:581] : INFO : Epoch 1570 | loss: 0.0311747 | val_loss: 0.0311789 | Time: 1456.17 ms [2021-10-06 09:48:12 main:581] : INFO : Epoch 1571 | loss: 0.0311781 | val_loss: 0.0311768 | Time: 1469.68 ms [2021-10-06 09:48:13 main:581] : INFO : Epoch 1572 | loss: 0.031175 | val_loss: 0.031175 | Time: 1548.18 ms [2021-10-06 09:48:15 main:581] : INFO : Epoch 1573 | loss: 0.0311762 | val_loss: 0.0311796 | Time: 1480.78 ms [2021-10-06 09:48:16 main:581] : INFO : Epoch 1574 | loss: 0.0311793 | val_loss: 0.0311772 | Time: 1511.09 ms [2021-10-06 09:48:18 main:581] : INFO : Epoch 1575 | loss: 0.031178 | val_loss: 0.0311789 | Time: 1477.4 ms [2021-10-06 09:48:19 main:581] : INFO : Epoch 1576 | loss: 0.0311755 | val_loss: 0.0311751 | Time: 1481.55 ms [2021-10-06 09:48:21 main:581] : INFO : Epoch 1577 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 1465.93 ms [2021-10-06 09:48:22 main:581] : INFO : Epoch 1578 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 1463.99 ms [2021-10-06 09:48:24 main:581] : INFO : Epoch 1579 | loss: 0.0311739 | val_loss: 0.0311755 | Time: 1459.16 ms [2021-10-06 09:48:25 main:581] : INFO : Epoch 1580 | loss: 0.0311733 | val_loss: 0.0311747 | Time: 1479.11 ms [2021-10-06 09:48:27 main:581] : INFO : Epoch 1581 | loss: 0.0311738 | val_loss: 0.0311762 | Time: 1457.04 ms [2021-10-06 09:48:28 main:581] : INFO : Epoch 1582 | loss: 0.0311755 | val_loss: 0.0311753 | Time: 1485.06 ms [2021-10-06 09:48:30 main:581] : INFO : Epoch 1583 | loss: 0.0311752 | val_loss: 0.0311782 | Time: 1464.57 ms [2021-10-06 09:48:31 main:581] : INFO : Epoch 1584 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 1461.7 ms [2021-10-06 09:48:33 main:581] : INFO : Epoch 1585 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 1469.72 ms [2021-10-06 09:48:34 main:581] : INFO : Epoch 1586 | loss: 0.0311742 | val_loss: 0.0311783 | Time: 1469.88 ms [2021-10-06 09:48:36 main:581] : INFO : Epoch 1587 | loss: 0.0311748 | val_loss: 0.0311739 | Time: 1466.54 ms [2021-10-06 09:48:37 main:581] : INFO : Epoch 1588 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 1466.13 ms [2021-10-06 09:48:38 main:581] : INFO : Epoch 1589 | loss: 0.0311732 | val_loss: 0.0311765 | Time: 1492.9 ms [2021-10-06 09:48:40 main:581] : INFO : Epoch 1590 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 1504.64 ms [2021-10-06 09:48:41 main:581] : INFO : Epoch 1591 | loss: 0.031174 | val_loss: 0.0311759 | Time: 1466.08 ms [2021-10-06 09:48:43 main:581] : INFO : Epoch 1592 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 1427.35 ms [2021-10-06 09:48:44 main:581] : INFO : Epoch 1593 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 1479.51 ms [2021-10-06 09:48:46 main:581] : INFO : Epoch 1594 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 1475.36 ms [2021-10-06 09:48:47 main:581] : INFO : Epoch 1595 | loss: 0.0311816 | val_loss: 0.0311804 | Time: 1471.25 ms [2021-10-06 09:48:49 main:581] : INFO : Epoch 1596 | loss: 0.0311812 | val_loss: 0.0311807 | Time: 1464.28 ms [2021-10-06 09:48:50 main:581] : INFO : Epoch 1597 | loss: 0.0311825 | val_loss: 0.0311776 | Time: 1459.3 ms [2021-10-06 09:48:52 main:581] : INFO : Epoch 1598 | loss: 0.0311815 | val_loss: 0.0311776 | Time: 1476.69 ms [2021-10-06 09:48:53 main:581] : INFO : Epoch 1599 | loss: 0.0311792 | val_loss: 0.0311771 | Time: 1478.76 ms [2021-10-06 09:48:55 main:581] : INFO : Epoch 1600 | loss: 0.0311818 | val_loss: 0.0311757 | Time: 1490.28 ms [2021-10-06 09:48:56 main:581] : INFO : Epoch 1601 | loss: 0.0311793 | val_loss: 0.0311825 | Time: 1463.88 ms [2021-10-06 09:48:58 main:581] : INFO : Epoch 1602 | loss: 0.0311813 | val_loss: 0.0311783 | Time: 1484.35 ms [2021-10-06 09:48:59 main:581] : INFO : Epoch 1603 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 1481.64 ms [2021-10-06 09:49:01 main:581] : INFO : Epoch 1604 | loss: 0.03118 | val_loss: 0.0311762 | Time: 1466.28 ms [2021-10-06 09:49:02 main:581] : INFO : Epoch 1605 | loss: 0.031177 | val_loss: 0.0311777 | Time: 1468.51 ms [2021-10-06 09:49:04 main:581] : INFO : Epoch 1606 | loss: 0.0311768 | val_loss: 0.0311747 | Time: 1503.73 ms [2021-10-06 09:49:05 main:581] : INFO : Epoch 1607 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 1466.92 ms [2021-10-06 09:49:07 main:581] : INFO : Epoch 1608 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 1602.93 ms [2021-10-06 09:49:08 main:581] : INFO : Epoch 1609 | loss: 0.0311768 | val_loss: 0.0311753 | Time: 1527.34 ms [2021-10-06 09:49:10 main:581] : INFO : Epoch 1610 | loss: 0.0311758 | val_loss: 0.0311737 | Time: 1470.57 ms [2021-10-06 09:49:11 main:581] : INFO : Epoch 1611 | loss: 0.0311741 | val_loss: 0.031173 | Time: 1453.02 ms [2021-10-06 09:49:13 main:581] : INFO : Epoch 1612 | loss: 0.0311739 | val_loss: 0.0311742 | Time: 1491.02 ms [2021-10-06 09:49:14 main:581] : INFO : Epoch 1613 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 1454.38 ms [2021-10-06 09:49:16 main:581] : INFO : Epoch 1614 | loss: 0.0311769 | val_loss: 0.0311747 | Time: 1481.36 ms [2021-10-06 09:49:17 main:581] : INFO : Epoch 1615 | loss: 0.0311762 | val_loss: 0.0311751 | Time: 1451.48 ms [2021-10-06 09:49:18 main:581] : INFO : Epoch 1616 | loss: 0.0311797 | val_loss: 0.0311767 | Time: 1478.46 ms [2021-10-06 09:49:20 main:581] : INFO : Epoch 1617 | loss: 0.0311808 | val_loss: 0.0311773 | Time: 1467.37 ms [2021-10-06 09:49:21 main:581] : INFO : Epoch 1618 | loss: 0.0311812 | val_loss: 0.0311791 | Time: 1466.27 ms [2021-10-06 09:49:23 main:581] : INFO : Epoch 1619 | loss: 0.0311782 | val_loss: 0.0311752 | Time: 1453.96 ms [2021-10-06 09:49:24 main:581] : INFO : Epoch 1620 | loss: 0.0311762 | val_loss: 0.0311743 | Time: 1491.4 ms [2021-10-06 09:49:26 main:581] : INFO : Epoch 1621 | loss: 0.0311739 | val_loss: 0.0311703 | Time: 1474.17 ms [2021-10-06 09:49:27 main:581] : INFO : Epoch 1622 | loss: 0.0311732 | val_loss: 0.0311718 | Time: 1461.53 ms [2021-10-06 09:49:29 main:581] : INFO : Epoch 1623 | loss: 0.031171 | val_loss: 0.0311712 | Time: 1484.49 ms [2021-10-06 09:49:30 main:581] : INFO : Epoch 1624 | loss: 0.0311704 | val_loss: 0.0311695 | Time: 1509.63 ms [2021-10-06 09:49:32 main:581] : INFO : Epoch 1625 | loss: 0.0311691 | val_loss: 0.0311707 | Time: 1466.87 ms [2021-10-06 09:49:33 main:581] : INFO : Epoch 1626 | loss: 0.0311692 | val_loss: 0.0311706 | Time: 1481.97 ms [2021-10-06 09:49:35 main:581] : INFO : Epoch 1627 | loss: 0.0311691 | val_loss: 0.0311694 | Time: 1479.78 ms [2021-10-06 09:49:36 main:581] : INFO : Epoch 1628 | loss: 0.031168 | val_loss: 0.031168 | Time: 1450.83 ms [2021-10-06 09:49:38 main:581] : INFO : Epoch 1629 | loss: 0.0311682 | val_loss: 0.0311713 | Time: 1482.53 ms [2021-10-06 09:49:39 main:581] : INFO : Epoch 1630 | loss: 0.0311688 | val_loss: 0.0311695 | Time: 1470.27 ms [2021-10-06 09:49:41 main:581] : INFO : Epoch 1631 | loss: 0.0311678 | val_loss: 0.0311678 | Time: 1491.88 ms [2021-10-06 09:49:42 main:581] : INFO : Epoch 1632 | loss: 0.0311668 | val_loss: 0.031168 | Time: 1498.36 ms [2021-10-06 09:49:44 main:581] : INFO : Epoch 1633 | loss: 0.0311661 | val_loss: 0.0311692 | Time: 1457.41 ms [2021-10-06 09:49:45 main:581] : INFO : Epoch 1634 | loss: 0.0311674 | val_loss: 0.031168 | Time: 1469.42 ms [2021-10-06 09:49:46 main:581] : INFO : Epoch 1635 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 1467.82 ms [2021-10-06 09:49:48 main:581] : INFO : Epoch 1636 | loss: 0.031166 | val_loss: 0.0311684 | Time: 1451.18 ms [2021-10-06 09:49:49 main:581] : INFO : Epoch 1637 | loss: 0.0311651 | val_loss: 0.0311668 | Time: 1468.18 ms [2021-10-06 09:49:51 main:581] : INFO : Epoch 1638 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 1469.34 ms [2021-10-06 09:49:52 main:581] : INFO : Epoch 1639 | loss: 0.0311646 | val_loss: 0.0311699 | Time: 1445.36 ms [2021-10-06 09:49:54 main:581] : INFO : Epoch 1640 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 1507.18 ms [2021-10-06 09:49:55 main:581] : INFO : Epoch 1641 | loss: 0.0311649 | val_loss: 0.0311698 | Time: 1518.86 ms [2021-10-06 09:49:57 main:581] : INFO : Epoch 1642 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 1466.48 ms [2021-10-06 09:49:58 main:581] : INFO : Epoch 1643 | loss: 0.0311661 | val_loss: 0.0311676 | Time: 1449.58 ms [2021-10-06 09:50:00 main:581] : INFO : Epoch 1644 | loss: 0.0311637 | val_loss: 0.0311704 | Time: 1455.71 ms [2021-10-06 09:50:01 main:581] : INFO : Epoch 1645 | loss: 0.0311643 | val_loss: 0.0311664 | Time: 1470.05 ms [2021-10-06 09:50:03 main:581] : INFO : Epoch 1646 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 1476.72 ms [2021-10-06 09:50:04 main:581] : INFO : Epoch 1647 | loss: 0.0311646 | val_loss: 0.0311675 | Time: 1461.64 ms [2021-10-06 09:50:06 main:581] : INFO : Epoch 1648 | loss: 0.0311644 | val_loss: 0.0311682 | Time: 1453.16 ms [2021-10-06 09:50:07 main:581] : INFO : Epoch 1649 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 1479.16 ms [2021-10-06 09:50:08 main:581] : INFO : Epoch 1650 | loss: 0.0311647 | val_loss: 0.0311674 | Time: 1445.59 ms [2021-10-06 09:50:10 main:581] : INFO : Epoch 1651 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 1467.45 ms [2021-10-06 09:50:11 main:581] : INFO : Epoch 1652 | loss: 0.0311658 | val_loss: 0.0311677 | Time: 1501.7 ms [2021-10-06 09:50:13 main:581] : INFO : Epoch 1653 | loss: 0.0311651 | val_loss: 0.0311662 | Time: 1477.88 ms [2021-10-06 09:50:14 main:581] : INFO : Epoch 1654 | loss: 0.0311626 | val_loss: 0.0311645 | Time: 1468.15 ms [2021-10-06 09:50:16 main:581] : INFO : Epoch 1655 | loss: 0.0311643 | val_loss: 0.0311656 | Time: 1459.61 ms [2021-10-06 09:50:17 main:581] : INFO : Epoch 1656 | loss: 0.0311646 | val_loss: 0.0311659 | Time: 1438.57 ms [2021-10-06 09:50:19 main:581] : INFO : Epoch 1657 | loss: 0.0311634 | val_loss: 0.0311646 | Time: 1467.83 ms [2021-10-06 09:50:20 main:581] : INFO : Epoch 1658 | loss: 0.0311635 | val_loss: 0.0311654 | Time: 1477.45 ms [2021-10-06 09:50:22 main:581] : INFO : Epoch 1659 | loss: 0.0311629 | val_loss: 0.0311643 | Time: 1484.44 ms [2021-10-06 09:50:23 main:581] : INFO : Epoch 1660 | loss: 0.0311631 | val_loss: 0.0311646 | Time: 1482.47 ms [2021-10-06 09:50:25 main:581] : INFO : Epoch 1661 | loss: 0.0311635 | val_loss: 0.0311645 | Time: 1457.75 ms [2021-10-06 09:50:26 main:581] : INFO : Epoch 1662 | loss: 0.0311627 | val_loss: 0.0311654 | Time: 1617.45 ms [2021-10-06 09:50:28 main:581] : INFO : Epoch 1663 | loss: 0.0311626 | val_loss: 0.0311658 | Time: 1470.29 ms [2021-10-06 09:50:29 main:581] : INFO : Epoch 1664 | loss: 0.0311624 | val_loss: 0.0311652 | Time: 1473.88 ms [2021-10-06 09:50:31 main:581] : INFO : Epoch 1665 | loss: 0.0311625 | val_loss: 0.0311652 | Time: 1459.91 ms [2021-10-06 09:50:32 main:581] : INFO : Epoch 1666 | loss: 0.0311621 | val_loss: 0.0311649 | Time: 1566.8 ms [2021-10-06 09:50:34 main:581] : INFO : Epoch 1667 | loss: 0.0311625 | val_loss: 0.0311662 | Time: 1630.59 ms [2021-10-06 09:50:35 main:581] : INFO : Epoch 1668 | loss: 0.0311627 | val_loss: 0.0311653 | Time: 1485.19 ms [2021-10-06 09:50:37 main:581] : INFO : Epoch 1669 | loss: 0.0311636 | val_loss: 0.0311665 | Time: 1464.23 ms [2021-10-06 09:50:38 main:581] : INFO : Epoch 1670 | loss: 0.0311618 | val_loss: 0.0311644 | Time: 1481.79 ms [2021-10-06 09:50:40 main:581] : INFO : Epoch 1671 | loss: 0.0311618 | val_loss: 0.0311642 | Time: 1495.17 ms [2021-10-06 09:50:41 main:581] : INFO : Epoch 1672 | loss: 0.0311626 | val_loss: 0.0311664 | Time: 1468.17 ms [2021-10-06 09:50:43 main:581] : INFO : Epoch 1673 | loss: 0.0311614 | val_loss: 0.0311659 | Time: 1447.59 ms [2021-10-06 09:50:44 main:581] : INFO : Epoch 1674 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 1473.02 ms [2021-10-06 09:50:46 main:581] : INFO : Epoch 1675 | loss: 0.0311623 | val_loss: 0.031166 | Time: 1486.29 ms [2021-10-06 09:50:47 main:581] : INFO : Epoch 1676 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 1443.61 ms [2021-10-06 09:50:49 main:581] : INFO : Epoch 1677 | loss: 0.0311623 | val_loss: 0.0311648 | Time: 1477.18 ms [2021-10-06 09:50:50 main:581] : INFO : Epoch 1678 | loss: 0.031162 | val_loss: 0.0311676 | Time: 1500.58 ms [2021-10-06 09:50:52 main:581] : INFO : Epoch 1679 | loss: 0.0311624 | val_loss: 0.0311675 | Time: 1445.22 ms [2021-10-06 09:50:53 main:581] : INFO : Epoch 1680 | loss: 0.0311608 | val_loss: 0.0311644 | Time: 1475.8 ms [2021-10-06 09:50:55 main:581] : INFO : Epoch 1681 | loss: 0.0311633 | val_loss: 0.0311658 | Time: 1487.69 ms [2021-10-06 09:50:56 main:581] : INFO : Epoch 1682 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 1458.77 ms [2021-10-06 09:50:57 main:581] : INFO : Epoch 1683 | loss: 0.0311597 | val_loss: 0.031166 | Time: 1455.72 ms [2021-10-06 09:50:59 main:581] : INFO : Epoch 1684 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 1467.63 ms [2021-10-06 09:51:00 main:581] : INFO : Epoch 1685 | loss: 0.0311613 | val_loss: 0.0311696 | Time: 1470.92 ms [2021-10-06 09:51:02 main:581] : INFO : Epoch 1686 | loss: 0.0311613 | val_loss: 0.0311662 | Time: 1444.33 ms [2021-10-06 09:51:03 main:581] : INFO : Epoch 1687 | loss: 0.0311611 | val_loss: 0.0311652 | Time: 1469.31 ms [2021-10-06 09:51:05 main:581] : INFO : Epoch 1688 | loss: 0.0311599 | val_loss: 0.0311672 | Time: 1445.17 ms [2021-10-06 09:51:06 main:581] : INFO : Epoch 1689 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 1446.46 ms [2021-10-06 09:51:08 main:581] : INFO : Epoch 1690 | loss: 0.0311609 | val_loss: 0.0311663 | Time: 1510.3 ms [2021-10-06 09:51:09 main:581] : INFO : Epoch 1691 | loss: 0.0311598 | val_loss: 0.0311646 | Time: 1500.12 ms [2021-10-06 09:51:11 main:581] : INFO : Epoch 1692 | loss: 0.031159 | val_loss: 0.0311645 | Time: 1451.52 ms [2021-10-06 09:51:12 main:581] : INFO : Epoch 1693 | loss: 0.0311587 | val_loss: 0.031164 | Time: 1526.75 ms [2021-10-06 09:51:14 main:581] : INFO : Epoch 1694 | loss: 0.0311604 | val_loss: 0.031165 | Time: 1484.73 ms [2021-10-06 09:51:15 main:581] : INFO : Epoch 1695 | loss: 0.03116 | val_loss: 0.0311642 | Time: 1492.7 ms [2021-10-06 09:51:17 main:581] : INFO : Epoch 1696 | loss: 0.0311608 | val_loss: 0.0311656 | Time: 1535.74 ms [2021-10-06 09:51:18 main:581] : INFO : Epoch 1697 | loss: 0.0311605 | val_loss: 0.0311662 | Time: 1496.24 ms [2021-10-06 09:51:20 main:581] : INFO : Epoch 1698 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 1452.22 ms [2021-10-06 09:51:21 main:581] : INFO : Epoch 1699 | loss: 0.0311623 | val_loss: 0.031164 | Time: 1450.77 ms [2021-10-06 09:51:23 main:581] : INFO : Epoch 1700 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 1465.22 ms [2021-10-06 09:51:24 main:581] : INFO : Epoch 1701 | loss: 0.0311589 | val_loss: 0.0311641 | Time: 1478.07 ms [2021-10-06 09:51:25 main:581] : INFO : Epoch 1702 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 1454.94 ms [2021-10-06 09:51:27 main:581] : INFO : Epoch 1703 | loss: 0.0311592 | val_loss: 0.0311654 | Time: 1474.5 ms [2021-10-06 09:51:28 main:581] : INFO : Epoch 1704 | loss: 0.0311586 | val_loss: 0.0311631 | Time: 1477.52 ms [2021-10-06 09:51:30 main:581] : INFO : Epoch 1705 | loss: 0.0311585 | val_loss: 0.0311639 | Time: 1478.33 ms [2021-10-06 09:51:31 main:581] : INFO : Epoch 1706 | loss: 0.0311596 | val_loss: 0.0311632 | Time: 1463.23 ms [2021-10-06 09:51:33 main:581] : INFO : Epoch 1707 | loss: 0.0311579 | val_loss: 0.0311634 | Time: 1480.98 ms [2021-10-06 09:51:34 main:581] : INFO : Epoch 1708 | loss: 0.0311573 | val_loss: 0.0311639 | Time: 1476.28 ms [2021-10-06 09:51:36 main:581] : INFO : Epoch 1709 | loss: 0.0311591 | val_loss: 0.0311648 | Time: 1463.7 ms [2021-10-06 09:51:37 main:581] : INFO : Epoch 1710 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 1488.66 ms [2021-10-06 09:51:39 main:581] : INFO : Epoch 1711 | loss: 0.0311573 | val_loss: 0.031164 | Time: 1488.43 ms [2021-10-06 09:51:40 main:581] : INFO : Epoch 1712 | loss: 0.0311567 | val_loss: 0.0311657 | Time: 1475.54 ms [2021-10-06 09:51:42 main:581] : INFO : Epoch 1713 | loss: 0.0311582 | val_loss: 0.0311631 | Time: 1466.59 ms [2021-10-06 09:51:43 main:581] : INFO : Epoch 1714 | loss: 0.0311566 | val_loss: 0.0311638 | Time: 1488.63 ms [2021-10-06 09:51:45 main:581] : INFO : Epoch 1715 | loss: 0.0311564 | val_loss: 0.0311631 | Time: 1493.07 ms [2021-10-06 09:51:46 main:581] : INFO : Epoch 1716 | loss: 0.0311582 | val_loss: 0.0311647 | Time: 1460.09 ms [2021-10-06 09:51:48 main:581] : INFO : Epoch 1717 | loss: 0.0311592 | val_loss: 0.0311687 | Time: 1479.13 ms [2021-10-06 09:51:49 main:581] : INFO : Epoch 1718 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 1467.9 ms [2021-10-06 09:51:51 main:581] : INFO : Epoch 1719 | loss: 0.0311562 | val_loss: 0.0311648 | Time: 1491.94 ms [2021-10-06 09:51:52 main:581] : INFO : Epoch 1720 | loss: 0.0311558 | val_loss: 0.0311635 | Time: 1479.88 ms [2021-10-06 09:51:54 main:581] : INFO : Epoch 1721 | loss: 0.0311567 | val_loss: 0.031171 | Time: 1479.66 ms [2021-10-06 09:51:55 main:581] : INFO : Epoch 1722 | loss: 0.031156 | val_loss: 0.0311633 | Time: 1495.6 ms [2021-10-06 09:51:57 main:581] : INFO : Epoch 1723 | loss: 0.0311578 | val_loss: 0.0311668 | Time: 1462.96 ms [2021-10-06 09:51:58 main:581] : INFO : Epoch 1724 | loss: 0.0311599 | val_loss: 0.031167 | Time: 1453.71 ms [2021-10-06 09:51:59 main:581] : INFO : Epoch 1725 | loss: 0.0311575 | val_loss: 0.0311621 | Time: 1473.19 ms [2021-10-06 09:52:01 main:581] : INFO : Epoch 1726 | loss: 0.0311567 | val_loss: 0.0311636 | Time: 1466.38 ms [2021-10-06 09:52:02 main:581] : INFO : Epoch 1727 | loss: 0.0311574 | val_loss: 0.0311646 | Time: 1460.36 ms [2021-10-06 09:52:04 main:581] : INFO : Epoch 1728 | loss: 0.0311561 | val_loss: 0.0311654 | Time: 1483.72 ms [2021-10-06 09:52:05 main:581] : INFO : Epoch 1729 | loss: 0.0311557 | val_loss: 0.0311663 | Time: 1465.35 ms [2021-10-06 09:52:07 main:581] : INFO : Epoch 1730 | loss: 0.0311593 | val_loss: 0.0311657 | Time: 1487.24 ms [2021-10-06 09:52:08 main:581] : INFO : Epoch 1731 | loss: 0.0311572 | val_loss: 0.0311695 | Time: 1482.01 ms [2021-10-06 09:52:10 main:581] : INFO : Epoch 1732 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 1460.1 ms [2021-10-06 09:52:11 main:581] : INFO : Epoch 1733 | loss: 0.0311574 | val_loss: 0.0311631 | Time: 1449.39 ms [2021-10-06 09:52:13 main:581] : INFO : Epoch 1734 | loss: 0.0311571 | val_loss: 0.0311656 | Time: 1443.02 ms [2021-10-06 09:52:14 main:581] : INFO : Epoch 1735 | loss: 0.0311563 | val_loss: 0.0311612 | Time: 1455.2 ms [2021-10-06 09:52:16 main:581] : INFO : Epoch 1736 | loss: 0.0311571 | val_loss: 0.0311623 | Time: 1475.41 ms [2021-10-06 09:52:17 main:581] : INFO : Epoch 1737 | loss: 0.031156 | val_loss: 0.0311588 | Time: 1499.02 ms [2021-10-06 09:52:19 main:581] : INFO : Epoch 1738 | loss: 0.0311593 | val_loss: 0.0311632 | Time: 1481.29 ms [2021-10-06 09:52:20 main:581] : INFO : Epoch 1739 | loss: 0.0311562 | val_loss: 0.0311615 | Time: 1519.77 ms [2021-10-06 09:52:22 main:581] : INFO : Epoch 1740 | loss: 0.0311579 | val_loss: 0.0311649 | Time: 1474.81 ms [2021-10-06 09:52:23 main:581] : INFO : Epoch 1741 | loss: 0.0311556 | val_loss: 0.0311594 | Time: 1474.68 ms [2021-10-06 09:52:25 main:581] : INFO : Epoch 1742 | loss: 0.0311534 | val_loss: 0.0311589 | Time: 1466.44 ms [2021-10-06 09:52:26 main:581] : INFO : Epoch 1743 | loss: 0.0311517 | val_loss: 0.0311612 | Time: 1465.31 ms [2021-10-06 09:52:28 main:581] : INFO : Epoch 1744 | loss: 0.0311534 | val_loss: 0.0311605 | Time: 1540.97 ms [2021-10-06 09:52:29 main:581] : INFO : Epoch 1745 | loss: 0.0311556 | val_loss: 0.0311612 | Time: 1598.44 ms [2021-10-06 09:52:31 main:581] : INFO : Epoch 1746 | loss: 0.0311516 | val_loss: 0.0311568 | Time: 1571.19 ms [2021-10-06 09:52:32 main:581] : INFO : Epoch 1747 | loss: 0.03115 | val_loss: 0.031159 | Time: 1591.48 ms [2021-10-06 09:52:34 main:581] : INFO : Epoch 1748 | loss: 0.0311501 | val_loss: 0.0311585 | Time: 1480.24 ms [2021-10-06 09:52:35 main:581] : INFO : Epoch 1749 | loss: 0.0311515 | val_loss: 0.0311608 | Time: 1457.67 ms [2021-10-06 09:52:37 main:581] : INFO : Epoch 1750 | loss: 0.0311521 | val_loss: 0.0311605 | Time: 1482.8 ms [2021-10-06 09:52:38 main:581] : INFO : Epoch 1751 | loss: 0.0311509 | val_loss: 0.0311613 | Time: 1498.35 ms [2021-10-06 09:52:40 main:581] : INFO : Epoch 1752 | loss: 0.03115 | val_loss: 0.0311589 | Time: 1474.35 ms [2021-10-06 09:52:41 main:581] : INFO : Epoch 1753 | loss: 0.031149 | val_loss: 0.0311594 | Time: 1481.03 ms [2021-10-06 09:52:43 main:581] : INFO : Epoch 1754 | loss: 0.0311502 | val_loss: 0.0311596 | Time: 1455.41 ms [2021-10-06 09:52:44 main:581] : INFO : Epoch 1755 | loss: 0.0311503 | val_loss: 0.0311586 | Time: 1480.66 ms [2021-10-06 09:52:46 main:581] : INFO : Epoch 1756 | loss: 0.0311515 | val_loss: 0.031159 | Time: 1466.47 ms [2021-10-06 09:52:47 main:581] : INFO : Epoch 1757 | loss: 0.031154 | val_loss: 0.0311603 | Time: 1453.7 ms [2021-10-06 09:52:48 main:581] : INFO : Epoch 1758 | loss: 0.0311501 | val_loss: 0.031161 | Time: 1434.01 ms [2021-10-06 09:52:50 main:581] : INFO : Epoch 1759 | loss: 0.0311482 | val_loss: 0.0311619 | Time: 1470.42 ms [2021-10-06 09:52:51 main:581] : INFO : Epoch 1760 | loss: 0.0311493 | val_loss: 0.0311586 | Time: 1452.86 ms [2021-10-06 09:52:53 main:581] : INFO : Epoch 1761 | loss: 0.0311478 | val_loss: 0.0311598 | Time: 1470.99 ms [2021-10-06 09:52:54 main:581] : INFO : Epoch 1762 | loss: 0.0311476 | val_loss: 0.031164 | Time: 1478.69 ms [2021-10-06 09:52:56 main:581] : INFO : Epoch 1763 | loss: 0.0311505 | val_loss: 0.0311616 | Time: 1485.13 ms [2021-10-06 09:52:57 main:581] : INFO : Epoch 1764 | loss: 0.0311496 | val_loss: 0.031159 | Time: 1515.08 ms [2021-10-06 09:52:59 main:581] : INFO : Epoch 1765 | loss: 0.0311495 | val_loss: 0.03116 | Time: 1485.25 ms [2021-10-06 09:53:00 main:581] : INFO : Epoch 1766 | loss: 0.0311513 | val_loss: 0.0311618 | Time: 1445.19 ms [2021-10-06 09:53:02 main:581] : INFO : Epoch 1767 | loss: 0.0311502 | val_loss: 0.0311585 | Time: 1476.9 ms [2021-10-06 09:53:03 main:581] : INFO : Epoch 1768 | loss: 0.0311493 | val_loss: 0.0311592 | Time: 1477.78 ms [2021-10-06 09:53:05 main:581] : INFO : Epoch 1769 | loss: 0.0311505 | val_loss: 0.0311593 | Time: 1470.87 ms [2021-10-06 09:53:06 main:581] : INFO : Epoch 1770 | loss: 0.0311488 | val_loss: 0.0311593 | Time: 1453.74 ms [2021-10-06 09:53:08 main:581] : INFO : Epoch 1771 | loss: 0.0311491 | val_loss: 0.031161 | Time: 1481.48 ms [2021-10-06 09:53:09 main:581] : INFO : Epoch 1772 | loss: 0.0311514 | val_loss: 0.0311598 | Time: 1490.39 ms [2021-10-06 09:53:11 main:581] : INFO : Epoch 1773 | loss: 0.0311522 | val_loss: 0.0311587 | Time: 1466.04 ms [2021-10-06 09:53:12 main:581] : INFO : Epoch 1774 | loss: 0.0311513 | val_loss: 0.0311593 | Time: 1464.75 ms [2021-10-06 09:53:14 main:581] : INFO : Epoch 1775 | loss: 0.0311499 | val_loss: 0.0311585 | Time: 1508.42 ms [2021-10-06 09:53:15 main:581] : INFO : Epoch 1776 | loss: 0.0311501 | val_loss: 0.0311579 | Time: 1492.68 ms [2021-10-06 09:53:16 main:581] : INFO : Epoch 1777 | loss: 0.0311507 | val_loss: 0.0311685 | Time: 1461.73 ms [2021-10-06 09:53:18 main:581] : INFO : Epoch 1778 | loss: 0.0311499 | val_loss: 0.0311708 | Time: 1466.55 ms [2021-10-06 09:53:19 main:581] : INFO : Epoch 1779 | loss: 0.0311504 | val_loss: 0.0311593 | Time: 1462.49 ms [2021-10-06 09:53:21 main:581] : INFO : Epoch 1780 | loss: 0.0311542 | val_loss: 0.031162 | Time: 1471.23 ms [2021-10-06 09:53:22 main:581] : INFO : Epoch 1781 | loss: 0.0311503 | val_loss: 0.0311672 | Time: 1465.66 ms [2021-10-06 09:53:24 main:581] : INFO : Epoch 1782 | loss: 0.0311501 | val_loss: 0.0311702 | Time: 1457.64 ms [2021-10-06 09:53:25 main:581] : INFO : Epoch 1783 | loss: 0.0311565 | val_loss: 0.0311678 | Time: 1472.48 ms [2021-10-06 09:53:27 main:581] : INFO : Epoch 1784 | loss: 0.0311579 | val_loss: 0.0311655 | Time: 1474.13 ms [2021-10-06 09:53:28 main:581] : INFO : Epoch 1785 | loss: 0.03115 | val_loss: 0.0311601 | Time: 1464.59 ms [2021-10-06 09:53:30 main:581] : INFO : Epoch 1786 | loss: 0.0311489 | val_loss: 0.0311609 | Time: 1445.67 ms [2021-10-06 09:53:31 main:581] : INFO : Epoch 1787 | loss: 0.0311481 | val_loss: 0.0311608 | Time: 1455.32 ms [2021-10-06 09:53:33 main:581] : INFO : Epoch 1788 | loss: 0.0311491 | val_loss: 0.0311572 | Time: 1489.69 ms [2021-10-06 09:53:34 main:581] : INFO : Epoch 1789 | loss: 0.0311495 | val_loss: 0.0311588 | Time: 1475.08 ms [2021-10-06 09:53:36 main:581] : INFO : Epoch 1790 | loss: 0.0311485 | val_loss: 0.0311563 | Time: 1486.34 ms [2021-10-06 09:53:37 main:581] : INFO : Epoch 1791 | loss: 0.031148 | val_loss: 0.0311565 | Time: 1474.46 ms [2021-10-06 09:53:39 main:581] : INFO : Epoch 1792 | loss: 0.0311485 | val_loss: 0.031161 | Time: 1461.59 ms [2021-10-06 09:53:40 main:581] : INFO : Epoch 1793 | loss: 0.0311479 | val_loss: 0.0311595 | Time: 1472.35 ms [2021-10-06 09:53:41 main:581] : INFO : Epoch 1794 | loss: 0.031149 | val_loss: 0.0311621 | Time: 1485.3 ms [2021-10-06 09:53:43 main:581] : INFO : Epoch 1795 | loss: 0.0311484 | val_loss: 0.0311559 | Time: 1487.57 ms [2021-10-06 09:53:44 main:581] : INFO : Epoch 1796 | loss: 0.031148 | val_loss: 0.0311579 | Time: 1457.51 ms [2021-10-06 09:53:46 main:581] : INFO : Epoch 1797 | loss: 0.0311484 | val_loss: 0.0311574 | Time: 1454.56 ms [2021-10-06 09:53:47 main:581] : INFO : Epoch 1798 | loss: 0.0311476 | val_loss: 0.031158 | Time: 1511.24 ms [2021-10-06 09:53:49 main:581] : INFO : Epoch 1799 | loss: 0.0311487 | val_loss: 0.0311578 | Time: 1476.68 ms [2021-10-06 09:53:50 main:581] : INFO : Epoch 1800 | loss: 0.0311476 | val_loss: 0.0311582 | Time: 1452.87 ms [2021-10-06 09:53:52 main:581] : INFO : Epoch 1801 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 1481.28 ms [2021-10-06 09:53:53 main:581] : INFO : Epoch 1802 | loss: 0.0311538 | val_loss: 0.0311598 | Time: 1483.65 ms [2021-10-06 09:53:55 main:581] : INFO : Epoch 1803 | loss: 0.0311533 | val_loss: 0.0311589 | Time: 1478.55 ms [2021-10-06 09:53:56 main:581] : INFO : Epoch 1804 | loss: 0.0311518 | val_loss: 0.0311598 | Time: 1470.08 ms [2021-10-06 09:53:58 main:581] : INFO : Epoch 1805 | loss: 0.0311523 | val_loss: 0.0311579 | Time: 1465.14 ms [2021-10-06 09:53:59 main:581] : INFO : Epoch 1806 | loss: 0.0311489 | val_loss: 0.0311565 | Time: 1548.63 ms [2021-10-06 09:54:01 main:581] : INFO : Epoch 1807 | loss: 0.0311492 | val_loss: 0.0311551 | Time: 1529.55 ms [2021-10-06 09:54:02 main:581] : INFO : Epoch 1808 | loss: 0.0311514 | val_loss: 0.031154 | Time: 1507.44 ms [2021-10-06 09:54:04 main:581] : INFO : Epoch 1809 | loss: 0.0311492 | val_loss: 0.0311548 | Time: 1528.66 ms [2021-10-06 09:54:05 main:581] : INFO : Epoch 1810 | loss: 0.0311494 | val_loss: 0.0311538 | Time: 1468.88 ms [2021-10-06 09:54:07 main:581] : INFO : Epoch 1811 | loss: 0.0311476 | val_loss: 0.0311552 | Time: 1481.63 ms [2021-10-06 09:54:08 main:581] : INFO : Epoch 1812 | loss: 0.031147 | val_loss: 0.0311563 | Time: 1482.61 ms [2021-10-06 09:54:10 main:581] : INFO : Epoch 1813 | loss: 0.0311483 | val_loss: 0.0311526 | Time: 1547.83 ms [2021-10-06 09:54:11 main:581] : INFO : Epoch 1814 | loss: 0.0311465 | val_loss: 0.0311548 | Time: 1509.12 ms [2021-10-06 09:54:13 main:581] : INFO : Epoch 1815 | loss: 0.0311483 | val_loss: 0.0311544 | Time: 1464.34 ms [2021-10-06 09:54:14 main:581] : INFO : Epoch 1816 | loss: 0.0311463 | val_loss: 0.0311531 | Time: 1488.95 ms [2021-10-06 09:54:16 main:581] : INFO : Epoch 1817 | loss: 0.0311462 | val_loss: 0.031152 | Time: 1481.9 ms [2021-10-06 09:54:17 main:581] : INFO : Epoch 1818 | loss: 0.031149 | val_loss: 0.0311609 | Time: 1473.76 ms [2021-10-06 09:54:19 main:581] : INFO : Epoch 1819 | loss: 0.0311513 | val_loss: 0.0311531 | Time: 1469.15 ms [2021-10-06 09:54:20 main:581] : INFO : Epoch 1820 | loss: 0.0311485 | val_loss: 0.0311532 | Time: 1474.57 ms [2021-10-06 09:54:22 main:581] : INFO : Epoch 1821 | loss: 0.0311476 | val_loss: 0.0311544 | Time: 1453.95 ms [2021-10-06 09:54:23 main:581] : INFO : Epoch 1822 | loss: 0.0311454 | val_loss: 0.0311535 | Time: 1464.46 ms [2021-10-06 09:54:25 main:581] : INFO : Epoch 1823 | loss: 0.0311451 | val_loss: 0.0311547 | Time: 1468.03 ms [2021-10-06 09:54:26 main:581] : INFO : Epoch 1824 | loss: 0.0311472 | val_loss: 0.0311604 | Time: 1462.07 ms [2021-10-06 09:54:27 main:581] : INFO : Epoch 1825 | loss: 0.0311477 | val_loss: 0.031155 | Time: 1442.87 ms [2021-10-06 09:54:29 main:581] : INFO : Epoch 1826 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 1457.93 ms [2021-10-06 09:54:30 main:581] : INFO : Epoch 1827 | loss: 0.0311493 | val_loss: 0.0311561 | Time: 1448.81 ms [2021-10-06 09:54:32 main:581] : INFO : Epoch 1828 | loss: 0.0311453 | val_loss: 0.0311552 | Time: 1442.85 ms [2021-10-06 09:54:33 main:581] : INFO : Epoch 1829 | loss: 0.0311452 | val_loss: 0.0311526 | Time: 1496.49 ms [2021-10-06 09:54:35 main:581] : INFO : Epoch 1830 | loss: 0.0311434 | val_loss: 0.0311552 | Time: 1435.21 ms [2021-10-06 09:54:36 main:581] : INFO : Epoch 1831 | loss: 0.0311476 | val_loss: 0.0311532 | Time: 1511.02 ms [2021-10-06 09:54:38 main:581] : INFO : Epoch 1832 | loss: 0.0311446 | val_loss: 0.0311544 | Time: 1532.73 ms [2021-10-06 09:54:39 main:581] : INFO : Epoch 1833 | loss: 0.0311448 | val_loss: 0.0311557 | Time: 1440.61 ms [2021-10-06 09:54:41 main:581] : INFO : Epoch 1834 | loss: 0.0311439 | val_loss: 0.0311554 | Time: 1547.71 ms [2021-10-06 09:54:42 main:581] : INFO : Epoch 1835 | loss: 0.031145 | val_loss: 0.0311555 | Time: 1522.17 ms [2021-10-06 09:54:44 main:581] : INFO : Epoch 1836 | loss: 0.0311438 | val_loss: 0.0311569 | Time: 1471.2 ms [2021-10-06 09:54:45 main:581] : INFO : Epoch 1837 | loss: 0.0311459 | val_loss: 0.0311537 | Time: 1495.87 ms [2021-10-06 09:54:47 main:581] : INFO : Epoch 1838 | loss: 0.0311445 | val_loss: 0.0311547 | Time: 1480.26 ms [2021-10-06 09:54:48 main:581] : INFO : Epoch 1839 | loss: 0.031145 | val_loss: 0.031153 | Time: 1475.88 ms [2021-10-06 09:54:50 main:581] : INFO : Epoch 1840 | loss: 0.0311464 | val_loss: 0.0311576 | Time: 1460.41 ms [2021-10-06 09:54:51 main:581] : INFO : Epoch 1841 | loss: 0.0311467 | val_loss: 0.0311565 | Time: 1471.14 ms [2021-10-06 09:54:53 main:581] : INFO : Epoch 1842 | loss: 0.0311437 | val_loss: 0.0311527 | Time: 1491.82 ms [2021-10-06 09:54:54 main:581] : INFO : Epoch 1843 | loss: 0.0311429 | val_loss: 0.0311531 | Time: 1453.02 ms [2021-10-06 09:54:56 main:581] : INFO : Epoch 1844 | loss: 0.0311433 | val_loss: 0.0311571 | Time: 1451.45 ms [2021-10-06 09:54:57 main:581] : INFO : Epoch 1845 | loss: 0.0311442 | val_loss: 0.0311593 | Time: 1449.95 ms [2021-10-06 09:54:58 main:581] : INFO : Epoch 1846 | loss: 0.0311471 | val_loss: 0.0311644 | Time: 1461.81 ms [2021-10-06 09:55:00 main:581] : INFO : Epoch 1847 | loss: 0.0311479 | val_loss: 0.0311533 | Time: 1450.31 ms [2021-10-06 09:55:01 main:581] : INFO : Epoch 1848 | loss: 0.0311483 | val_loss: 0.0311539 | Time: 1503.01 ms [2021-10-06 09:55:03 main:581] : INFO : Epoch 1849 | loss: 0.0311434 | val_loss: 0.0311528 | Time: 1452.11 ms [2021-10-06 09:55:04 main:581] : INFO : Epoch 1850 | loss: 0.0311425 | val_loss: 0.0311552 | Time: 1450.54 ms [2021-10-06 09:55:06 main:581] : INFO : Epoch 1851 | loss: 0.0311443 | val_loss: 0.0311545 | Time: 1470.47 ms [2021-10-06 09:55:07 main:581] : INFO : Epoch 1852 | loss: 0.031144 | val_loss: 0.0311553 | Time: 1491.89 ms [2021-10-06 09:55:09 main:581] : INFO : Epoch 1853 | loss: 0.031145 | val_loss: 0.031154 | Time: 1458.54 ms [2021-10-06 09:55:10 main:581] : INFO : Epoch 1854 | loss: 0.0311435 | val_loss: 0.0311533 | Time: 1488.61 ms [2021-10-06 09:55:12 main:581] : INFO : Epoch 1855 | loss: 0.031143 | val_loss: 0.0311528 | Time: 1468.59 ms [2021-10-06 09:55:13 main:581] : INFO : Epoch 1856 | loss: 0.0311417 | val_loss: 0.031153 | Time: 1457.19 ms [2021-10-06 09:55:15 main:581] : INFO : Epoch 1857 | loss: 0.0311447 | val_loss: 0.0311557 | Time: 1459.36 ms [2021-10-06 09:55:16 main:581] : INFO : Epoch 1858 | loss: 0.0311417 | val_loss: 0.0311519 | Time: 1474.03 ms [2021-10-06 09:55:18 main:581] : INFO : Epoch 1859 | loss: 0.0311416 | val_loss: 0.0311548 | Time: 1470.6 ms [2021-10-06 09:55:19 main:581] : INFO : Epoch 1860 | loss: 0.0311437 | val_loss: 0.031156 | Time: 1512.68 ms [2021-10-06 09:55:21 main:581] : INFO : Epoch 1861 | loss: 0.031141 | val_loss: 0.0311538 | Time: 1456.3 ms [2021-10-06 09:55:22 main:581] : INFO : Epoch 1862 | loss: 0.0311421 | val_loss: 0.0311584 | Time: 1448.99 ms [2021-10-06 09:55:23 main:581] : INFO : Epoch 1863 | loss: 0.0311456 | val_loss: 0.0311582 | Time: 1463.24 ms [2021-10-06 09:55:25 main:581] : INFO : Epoch 1864 | loss: 0.0311442 | val_loss: 0.0311531 | Time: 1461.85 ms [2021-10-06 09:55:26 main:581] : INFO : Epoch 1865 | loss: 0.031143 | val_loss: 0.0311532 | Time: 1444.44 ms [2021-10-06 09:55:28 main:581] : INFO : Epoch 1866 | loss: 0.0311413 | val_loss: 0.0311542 | Time: 1483.41 ms [2021-10-06 09:55:29 main:581] : INFO : Epoch 1867 | loss: 0.0311445 | val_loss: 0.0311588 | Time: 1504.54 ms [2021-10-06 09:55:31 main:581] : INFO : Epoch 1868 | loss: 0.0311474 | val_loss: 0.0311551 | Time: 1466.13 ms [2021-10-06 09:55:32 main:581] : INFO : Epoch 1869 | loss: 0.031147 | val_loss: 0.0311545 | Time: 1485.85 ms [2021-10-06 09:55:34 main:581] : INFO : Epoch 1870 | loss: 0.0311424 | val_loss: 0.031155 | Time: 1506.42 ms [2021-10-06 09:55:35 main:581] : INFO : Epoch 1871 | loss: 0.0311411 | val_loss: 0.0311551 | Time: 1433.87 ms [2021-10-06 09:55:37 main:581] : INFO : Epoch 1872 | loss: 0.0311438 | val_loss: 0.0311552 | Time: 1483.66 ms [2021-10-06 09:55:38 main:581] : INFO : Epoch 1873 | loss: 0.0311484 | val_loss: 0.0311525 | Time: 1489.35 ms [2021-10-06 09:55:40 main:581] : INFO : Epoch 1874 | loss: 0.031145 | val_loss: 0.0311515 | Time: 1463.64 ms [2021-10-06 09:55:41 main:581] : INFO : Epoch 1875 | loss: 0.0311464 | val_loss: 0.0311566 | Time: 1482.24 ms [2021-10-06 09:55:43 main:581] : INFO : Epoch 1876 | loss: 0.0311463 | val_loss: 0.0311621 | Time: 1470.71 ms [2021-10-06 09:55:44 main:581] : INFO : Epoch 1877 | loss: 0.031148 | val_loss: 0.0311558 | Time: 1475.58 ms [2021-10-06 09:55:46 main:581] : INFO : Epoch 1878 | loss: 0.0311462 | val_loss: 0.0311565 | Time: 1466.68 ms [2021-10-06 09:55:47 main:581] : INFO : Epoch 1879 | loss: 0.0311436 | val_loss: 0.0311528 | Time: 1425.05 ms [2021-10-06 09:55:48 main:581] : INFO : Epoch 1880 | loss: 0.0311417 | val_loss: 0.031152 | Time: 1453.04 ms [2021-10-06 09:55:50 main:581] : INFO : Epoch 1881 | loss: 0.0311427 | val_loss: 0.0311553 | Time: 1446.34 ms [2021-10-06 09:55:51 main:581] : INFO : Epoch 1882 | loss: 0.0311434 | val_loss: 0.0311523 | Time: 1469.53 ms [2021-10-06 09:55:53 main:581] : INFO : Epoch 1883 | loss: 0.0311448 | val_loss: 0.031154 | Time: 1471.77 ms [2021-10-06 09:55:54 main:581] : INFO : Epoch 1884 | loss: 0.031142 | val_loss: 0.0311531 | Time: 1453.85 ms [2021-10-06 09:55:56 main:581] : INFO : Epoch 1885 | loss: 0.0311413 | val_loss: 0.0311524 | Time: 1447.12 ms [2021-10-06 09:55:57 main:581] : INFO : Epoch 1886 | loss: 0.0311444 | val_loss: 0.0311556 | Time: 1452.24 ms [2021-10-06 09:55:59 main:581] : INFO : Epoch 1887 | loss: 0.0311411 | val_loss: 0.0311504 | Time: 1475.13 ms [2021-10-06 09:56:00 main:581] : INFO : Epoch 1888 | loss: 0.0311397 | val_loss: 0.0311502 | Time: 1478.13 ms [2021-10-06 09:56:02 main:581] : INFO : Epoch 1889 | loss: 0.0311404 | val_loss: 0.031151 | Time: 1502.54 ms [2021-10-06 09:56:03 main:581] : INFO : Epoch 1890 | loss: 0.0311426 | val_loss: 0.0311559 | Time: 1480.34 ms [2021-10-06 09:56:05 main:581] : INFO : Epoch 1891 | loss: 0.031141 | val_loss: 0.0311546 | Time: 1464.23 ms [2021-10-06 09:56:06 main:581] : INFO : Epoch 1892 | loss: 0.0311396 | val_loss: 0.0311531 | Time: 1507.58 ms [2021-10-06 09:56:08 main:581] : INFO : Epoch 1893 | loss: 0.031141 | val_loss: 0.0311559 | Time: 1479.92 ms [2021-10-06 09:56:09 main:581] : INFO : Epoch 1894 | loss: 0.0311413 | val_loss: 0.0311559 | Time: 1454.83 ms [2021-10-06 09:56:10 main:581] : INFO : Epoch 1895 | loss: 0.0311417 | val_loss: 0.0311536 | Time: 1472.18 ms [2021-10-06 09:56:12 main:581] : INFO : Epoch 1896 | loss: 0.0311401 | val_loss: 0.0311531 | Time: 1475.8 ms [2021-10-06 09:56:13 main:581] : INFO : Epoch 1897 | loss: 0.0311398 | val_loss: 0.0311545 | Time: 1456.81 ms [2021-10-06 09:56:15 main:581] : INFO : Epoch 1898 | loss: 0.0311426 | val_loss: 0.0311537 | Time: 1463.12 ms [2021-10-06 09:56:16 main:581] : INFO : Epoch 1899 | loss: 0.0311459 | val_loss: 0.031157 | Time: 1461.5 ms [2021-10-06 09:56:18 main:581] : INFO : Epoch 1900 | loss: 0.0311405 | val_loss: 0.0311531 | Time: 1478.06 ms [2021-10-06 09:56:19 main:581] : INFO : Epoch 1901 | loss: 0.0311389 | val_loss: 0.0311625 | Time: 1481.71 ms [2021-10-06 09:56:21 main:581] : INFO : Epoch 1902 | loss: 0.0311399 | val_loss: 0.0311585 | Time: 1479.94 ms [2021-10-06 09:56:22 main:581] : INFO : Epoch 1903 | loss: 0.0311437 | val_loss: 0.0311603 | Time: 1442.95 ms [2021-10-06 09:56:24 main:581] : INFO : Epoch 1904 | loss: 0.0311469 | val_loss: 0.031152 | Time: 1478.6 ms [2021-10-06 09:56:25 main:581] : INFO : Epoch 1905 | loss: 0.0311393 | val_loss: 0.0311527 | Time: 1446.5 ms [2021-10-06 09:56:27 main:581] : INFO : Epoch 1906 | loss: 0.0311399 | val_loss: 0.0311512 | Time: 1475.57 ms [2021-10-06 09:56:28 main:581] : INFO : Epoch 1907 | loss: 0.0311404 | val_loss: 0.0311527 | Time: 1471.44 ms [2021-10-06 09:56:30 main:581] : INFO : Epoch 1908 | loss: 0.0311403 | val_loss: 0.0311561 | Time: 1455.99 ms [2021-10-06 09:56:31 main:581] : INFO : Epoch 1909 | loss: 0.0311391 | val_loss: 0.0311524 | Time: 1466.11 ms [2021-10-06 09:56:33 main:581] : INFO : Epoch 1910 | loss: 0.0311416 | val_loss: 0.0311556 | Time: 1492.36 ms [2021-10-06 09:56:34 main:581] : INFO : Epoch 1911 | loss: 0.0311396 | val_loss: 0.0311527 | Time: 1499.43 ms [2021-10-06 09:56:35 main:581] : INFO : Epoch 1912 | loss: 0.0311436 | val_loss: 0.0311623 | Time: 1462.47 ms [2021-10-06 09:56:37 main:581] : INFO : Epoch 1913 | loss: 0.0311419 | val_loss: 0.0311564 | Time: 1486.2 ms [2021-10-06 09:56:38 main:581] : INFO : Epoch 1914 | loss: 0.031138 | val_loss: 0.0311558 | Time: 1496.3 ms [2021-10-06 09:56:40 main:581] : INFO : Epoch 1915 | loss: 0.0311385 | val_loss: 0.0311565 | Time: 1459.19 ms [2021-10-06 09:56:41 main:581] : INFO : Epoch 1916 | loss: 0.0311377 | val_loss: 0.0311522 | Time: 1494.47 ms [2021-10-06 09:56:43 main:581] : INFO : Epoch 1917 | loss: 0.0311387 | val_loss: 0.0311571 | Time: 1491.19 ms [2021-10-06 09:56:44 main:581] : INFO : Epoch 1918 | loss: 0.0311403 | val_loss: 0.0311558 | Time: 1447.43 ms [2021-10-06 09:56:46 main:581] : INFO : Epoch 1919 | loss: 0.0311371 | val_loss: 0.0311558 | Time: 1497.59 ms [2021-10-06 09:56:47 main:581] : INFO : Epoch 1920 | loss: 0.0311416 | val_loss: 0.0311703 | Time: 1485.78 ms [2021-10-06 09:56:49 main:581] : INFO : Epoch 1921 | loss: 0.0311448 | val_loss: 0.0311529 | Time: 1482.86 ms [2021-10-06 09:56:50 main:581] : INFO : Epoch 1922 | loss: 0.0311427 | val_loss: 0.0311545 | Time: 1455.46 ms [2021-10-06 09:56:52 main:581] : INFO : Epoch 1923 | loss: 0.0311409 | val_loss: 0.0311561 | Time: 1472.29 ms [2021-10-06 09:56:53 main:581] : INFO : Epoch 1924 | loss: 0.031142 | val_loss: 0.031152 | Time: 1510.91 ms [2021-10-06 09:56:55 main:581] : INFO : Epoch 1925 | loss: 0.0311425 | val_loss: 0.0311539 | Time: 1459.63 ms [2021-10-06 09:56:56 main:581] : INFO : Epoch 1926 | loss: 0.0311395 | val_loss: 0.0311551 | Time: 1466.39 ms [2021-10-06 09:56:58 main:581] : INFO : Epoch 1927 | loss: 0.0311408 | val_loss: 0.0311538 | Time: 1453.33 ms [2021-10-06 09:56:59 main:581] : INFO : Epoch 1928 | loss: 0.0311394 | val_loss: 0.0311496 | Time: 1487.91 ms [2021-10-06 09:57:01 main:581] : INFO : Epoch 1929 | loss: 0.0311392 | val_loss: 0.031156 | Time: 1485.04 ms [2021-10-06 09:57:02 main:581] : INFO : Epoch 1930 | loss: 0.03114 | val_loss: 0.0311525 | Time: 1456.47 ms [2021-10-06 09:57:04 main:581] : INFO : Epoch 1931 | loss: 0.0311401 | val_loss: 0.0311527 | Time: 1483.13 ms [2021-10-06 09:57:05 main:581] : INFO : Epoch 1932 | loss: 0.0311403 | val_loss: 0.0311514 | Time: 1486.12 ms [2021-10-06 09:57:06 main:581] : INFO : Epoch 1933 | loss: 0.0311397 | val_loss: 0.0311507 | Time: 1443.32 ms [2021-10-06 09:57:08 main:581] : INFO : Epoch 1934 | loss: 0.0311409 | val_loss: 0.0311512 | Time: 1470.54 ms [2021-10-06 09:57:09 main:581] : INFO : Epoch 1935 | loss: 0.0311396 | val_loss: 0.0311533 | Time: 1489.25 ms [2021-10-06 09:57:11 main:581] : INFO : Epoch 1936 | loss: 0.0311431 | val_loss: 0.031159 | Time: 1465.92 ms [2021-10-06 09:57:12 main:581] : INFO : Epoch 1937 | loss: 0.0311418 | val_loss: 0.0311508 | Time: 1457.72 ms [2021-10-06 09:57:14 main:581] : INFO : Epoch 1938 | loss: 0.0311417 | val_loss: 0.0311514 | Time: 1483.12 ms [2021-10-06 09:57:15 main:581] : INFO : Epoch 1939 | loss: 0.0311414 | val_loss: 0.0311519 | Time: 1460.33 ms [2021-10-06 09:57:17 main:581] : INFO : Epoch 1940 | loss: 0.0311456 | val_loss: 0.0311527 | Time: 1472.2 ms [2021-10-06 09:57:18 main:581] : INFO : Epoch 1941 | loss: 0.0311502 | val_loss: 0.0311522 | Time: 1465.6 ms [2021-10-06 09:57:20 main:581] : INFO : Epoch 1942 | loss: 0.0311466 | val_loss: 0.0311629 | Time: 1470.04 ms [2021-10-06 09:57:21 main:581] : INFO : Epoch 1943 | loss: 0.0311463 | val_loss: 0.0311598 | Time: 1476.36 ms [2021-10-06 09:57:23 main:581] : INFO : Epoch 1944 | loss: 0.0311432 | val_loss: 0.0311492 | Time: 1459.71 ms [2021-10-06 09:57:24 main:581] : INFO : Epoch 1945 | loss: 0.0311448 | val_loss: 0.0311504 | Time: 1487.99 ms [2021-10-06 09:57:26 main:581] : INFO : Epoch 1946 | loss: 0.0311428 | val_loss: 0.0311529 | Time: 1488.35 ms [2021-10-06 09:57:27 main:581] : INFO : Epoch 1947 | loss: 0.0311399 | val_loss: 0.0311518 | Time: 1486.14 ms [2021-10-06 09:57:29 main:581] : INFO : Epoch 1948 | loss: 0.0311394 | val_loss: 0.0311501 | Time: 1545.26 ms [2021-10-06 09:57:30 main:581] : INFO : Epoch 1949 | loss: 0.0311412 | val_loss: 0.0311546 | Time: 1641.3 ms [2021-10-06 09:57:32 main:581] : INFO : Epoch 1950 | loss: 0.0311384 | val_loss: 0.0311529 | Time: 1666.6 ms [2021-10-06 09:57:33 main:581] : INFO : Epoch 1951 | loss: 0.0311387 | val_loss: 0.0311518 | Time: 1493.67 ms [2021-10-06 09:57:35 main:581] : INFO : Epoch 1952 | loss: 0.0311369 | val_loss: 0.0311516 | Time: 1446.71 ms [2021-10-06 09:57:36 main:581] : INFO : Epoch 1953 | loss: 0.0311382 | val_loss: 0.0311544 | Time: 1458.44 ms [2021-10-06 09:57:38 main:581] : INFO : Epoch 1954 | loss: 0.0311394 | val_loss: 0.0311528 | Time: 1514.13 ms [2021-10-06 09:57:39 main:581] : INFO : Epoch 1955 | loss: 0.0311385 | val_loss: 0.0311533 | Time: 1452.73 ms [2021-10-06 09:57:41 main:581] : INFO : Epoch 1956 | loss: 0.0311417 | val_loss: 0.0311541 | Time: 1471.7 ms [2021-10-06 09:57:42 main:581] : INFO : Epoch 1957 | loss: 0.0311374 | val_loss: 0.0311534 | Time: 1498.78 ms [2021-10-06 09:57:44 main:581] : INFO : Epoch 1958 | loss: 0.0311381 | val_loss: 0.0311592 | Time: 1472.76 ms [2021-10-06 09:57:45 main:581] : INFO : Epoch 1959 | loss: 0.0311379 | val_loss: 0.0311542 | Time: 1487.79 ms [2021-10-06 09:57:47 main:581] : INFO : Epoch 1960 | loss: 0.0311379 | val_loss: 0.0311524 | Time: 1499.4 ms [2021-10-06 09:57:48 main:581] : INFO : Epoch 1961 | loss: 0.0311381 | val_loss: 0.0311581 | Time: 1496.7 ms [2021-10-06 09:57:50 main:581] : INFO : Epoch 1962 | loss: 0.0311382 | val_loss: 0.0311538 | Time: 1488.48 ms [2021-10-06 09:57:51 main:581] : INFO : Epoch 1963 | loss: 0.0311357 | val_loss: 0.0311548 | Time: 1483.15 ms [2021-10-06 09:57:53 main:581] : INFO : Epoch 1964 | loss: 0.0311395 | val_loss: 0.0311518 | Time: 1482.77 ms [2021-10-06 09:57:54 main:581] : INFO : Epoch 1965 | loss: 0.031139 | val_loss: 0.0311524 | Time: 1463.92 ms [2021-10-06 09:57:56 main:581] : INFO : Epoch 1966 | loss: 0.0311498 | val_loss: 0.0311534 | Time: 1600.76 ms [2021-10-06 09:57:57 main:581] : INFO : Epoch 1967 | loss: 0.031142 | val_loss: 0.0311525 | Time: 1474.87 ms [2021-10-06 09:57:59 main:581] : INFO : Epoch 1968 | loss: 0.031136 | val_loss: 0.0311545 | Time: 1465.85 ms [2021-10-06 09:58:00 main:581] : INFO : Epoch 1969 | loss: 0.0311363 | val_loss: 0.0311628 | Time: 1449.08 ms [2021-10-06 09:58:02 main:581] : INFO : Epoch 1970 | loss: 0.0311427 | val_loss: 0.0311542 | Time: 1459.84 ms [2021-10-06 09:58:03 main:581] : INFO : Epoch 1971 | loss: 0.0311375 | val_loss: 0.0311517 | Time: 1459.68 ms [2021-10-06 09:58:05 main:581] : INFO : Epoch 1972 | loss: 0.0311384 | val_loss: 0.0311513 | Time: 1468.34 ms [2021-10-06 09:58:06 main:581] : INFO : Epoch 1973 | loss: 0.0311365 | val_loss: 0.0311592 | Time: 1505.04 ms [2021-10-06 09:58:08 main:581] : INFO : Epoch 1974 | loss: 0.0311373 | val_loss: 0.0311538 | Time: 1444.18 ms [2021-10-06 09:58:09 main:581] : INFO : Epoch 1975 | loss: 0.0311368 | val_loss: 0.0311531 | Time: 1461.65 ms [2021-10-06 09:58:10 main:581] : INFO : Epoch 1976 | loss: 0.0311368 | val_loss: 0.031157 | Time: 1476.33 ms [2021-10-06 09:58:12 main:581] : INFO : Epoch 1977 | loss: 0.0311377 | val_loss: 0.0311498 | Time: 1446.85 ms [2021-10-06 09:58:13 main:581] : INFO : Epoch 1978 | loss: 0.0311377 | val_loss: 0.0311534 | Time: 1446.39 ms [2021-10-06 09:58:15 main:581] : INFO : Epoch 1979 | loss: 0.031135 | val_loss: 0.0311539 | Time: 1473.85 ms [2021-10-06 09:58:16 main:581] : INFO : Epoch 1980 | loss: 0.0311403 | val_loss: 0.0311561 | Time: 1574.05 ms [2021-10-06 09:58:18 main:581] : INFO : Epoch 1981 | loss: 0.0311405 | val_loss: 0.0311553 | Time: 1582.54 ms [2021-10-06 09:58:20 main:581] : INFO : Epoch 1982 | loss: 0.0311396 | val_loss: 0.0311573 | Time: 1598.08 ms [2021-10-06 09:58:21 main:581] : INFO : Epoch 1983 | loss: 0.0311396 | val_loss: 0.0311533 | Time: 1716.97 ms [2021-10-06 09:58:23 main:581] : INFO : Epoch 1984 | loss: 0.0311424 | val_loss: 0.0311569 | Time: 1685.85 ms [2021-10-06 09:58:24 main:581] : INFO : Epoch 1985 | loss: 0.0311428 | val_loss: 0.0311539 | Time: 1467.43 ms [2021-10-06 09:58:26 main:581] : INFO : Epoch 1986 | loss: 0.0311411 | val_loss: 0.0311566 | Time: 1448.63 ms [2021-10-06 09:58:27 main:581] : INFO : Epoch 1987 | loss: 0.0311458 | val_loss: 0.0311556 | Time: 1490.37 ms [2021-10-06 09:58:29 main:581] : INFO : Epoch 1988 | loss: 0.0311492 | val_loss: 0.0311618 | Time: 1454.69 ms [2021-10-06 09:58:30 main:581] : INFO : Epoch 1989 | loss: 0.0311496 | val_loss: 0.0311684 | Time: 1461.29 ms [2021-10-06 09:58:32 main:581] : INFO : Epoch 1990 | loss: 0.0311423 | val_loss: 0.0311572 | Time: 1488.65 ms [2021-10-06 09:58:33 main:581] : INFO : Epoch 1991 | loss: 0.031139 | val_loss: 0.0311542 | Time: 1463.17 ms [2021-10-06 09:58:35 main:581] : INFO : Epoch 1992 | loss: 0.0311373 | val_loss: 0.0311573 | Time: 1473.23 ms [2021-10-06 09:58:36 main:581] : INFO : Epoch 1993 | loss: 0.0311374 | val_loss: 0.0311574 | Time: 1449.57 ms [2021-10-06 09:58:38 main:581] : INFO : Epoch 1994 | loss: 0.0311383 | val_loss: 0.0311555 | Time: 1453.94 ms [2021-10-06 09:58:39 main:581] : INFO : Epoch 1995 | loss: 0.0311366 | val_loss: 0.0311552 | Time: 1469.92 ms [2021-10-06 09:58:41 main:581] : INFO : Epoch 1996 | loss: 0.0311361 | val_loss: 0.0311547 | Time: 1466.77 ms [2021-10-06 09:58:42 main:581] : INFO : Epoch 1997 | loss: 0.0311401 | val_loss: 0.0311671 | Time: 1466.43 ms [2021-10-06 09:58:44 main:581] : INFO : Epoch 1998 | loss: 0.0311429 | val_loss: 0.0311549 | Time: 1462.7 ms [2021-10-06 09:58:45 main:581] : INFO : Epoch 1999 | loss: 0.0311348 | val_loss: 0.0311567 | Time: 1465.98 ms [2021-10-06 09:58:46 main:581] : INFO : Epoch 2000 | loss: 0.0311385 | val_loss: 0.0311594 | Time: 1486.78 ms [2021-10-06 09:58:48 main:581] : INFO : Epoch 2001 | loss: 0.0311419 | val_loss: 0.0311539 | Time: 1482.09 ms [2021-10-06 09:58:49 main:581] : INFO : Epoch 2002 | loss: 0.0311356 | val_loss: 0.0311583 | Time: 1445.6 ms [2021-10-06 09:58:51 main:581] : INFO : Epoch 2003 | loss: 0.0311363 | val_loss: 0.0311521 | Time: 1450.6 ms [2021-10-06 09:58:52 main:581] : INFO : Epoch 2004 | loss: 0.0311376 | val_loss: 0.0311558 | Time: 1486.49 ms [2021-10-06 09:58:54 main:581] : INFO : Epoch 2005 | loss: 0.0311349 | val_loss: 0.0311554 | Time: 1471.53 ms [2021-10-06 09:58:55 main:581] : INFO : Epoch 2006 | loss: 0.0311354 | val_loss: 0.0311533 | Time: 1483.29 ms [2021-10-06 09:58:57 main:581] : INFO : Epoch 2007 | loss: 0.0311369 | val_loss: 0.0311525 | Time: 1569.94 ms [2021-10-06 09:58:58 main:581] : INFO : Epoch 2008 | loss: 0.0311382 | val_loss: 0.03115 | Time: 1429.37 ms [2021-10-06 09:59:00 main:581] : INFO : Epoch 2009 | loss: 0.0311362 | val_loss: 0.0311494 | Time: 1463.25 ms [2021-10-06 09:59:01 main:581] : INFO : Epoch 2010 | loss: 0.0311353 | val_loss: 0.0311531 | Time: 1448.32 ms [2021-10-06 09:59:03 main:581] : INFO : Epoch 2011 | loss: 0.0311422 | val_loss: 0.031157 | Time: 1479.67 ms [2021-10-06 09:59:04 main:581] : INFO : Epoch 2012 | loss: 0.0311398 | val_loss: 0.0311525 | Time: 1483.97 ms [2021-10-06 09:59:06 main:581] : INFO : Epoch 2013 | loss: 0.0311383 | val_loss: 0.0311506 | Time: 1502.67 ms [2021-10-06 09:59:07 main:581] : INFO : Epoch 2014 | loss: 0.0311345 | val_loss: 0.0311499 | Time: 1489.32 ms [2021-10-06 09:59:09 main:581] : INFO : Epoch 2015 | loss: 0.0311337 | val_loss: 0.0311509 | Time: 1477.01 ms [2021-10-06 09:59:10 main:581] : INFO : Epoch 2016 | loss: 0.0311355 | val_loss: 0.0311475 | Time: 1447.66 ms [2021-10-06 09:59:12 main:581] : INFO : Epoch 2017 | loss: 0.031134 | val_loss: 0.031157 | Time: 1451.83 ms [2021-10-06 09:59:13 main:581] : INFO : Epoch 2018 | loss: 0.0311398 | val_loss: 0.0311621 | Time: 1478.78 ms [2021-10-06 09:59:14 main:581] : INFO : Epoch 2019 | loss: 0.0311388 | val_loss: 0.0311534 | Time: 1443 ms [2021-10-06 09:59:16 main:581] : INFO : Epoch 2020 | loss: 0.0311361 | val_loss: 0.0311508 | Time: 1458.71 ms [2021-10-06 09:59:17 main:581] : INFO : Epoch 2021 | loss: 0.0311398 | val_loss: 0.0311538 | Time: 1441.53 ms [2021-10-06 09:59:19 main:581] : INFO : Epoch 2022 | loss: 0.0311413 | val_loss: 0.0311504 | Time: 1412.2 ms [2021-10-06 09:59:20 main:581] : INFO : Epoch 2023 | loss: 0.0311398 | val_loss: 0.0311553 | Time: 1414.25 ms [2021-10-06 09:59:22 main:581] : INFO : Epoch 2024 | loss: 0.0311373 | val_loss: 0.0311532 | Time: 1464.59 ms [2021-10-06 09:59:23 main:581] : INFO : Epoch 2025 | loss: 0.0311367 | val_loss: 0.0311524 | Time: 1455.92 ms [2021-10-06 09:59:25 main:581] : INFO : Epoch 2026 | loss: 0.0311378 | val_loss: 0.031157 | Time: 1464.79 ms [2021-10-06 09:59:26 main:581] : INFO : Epoch 2027 | loss: 0.0311359 | val_loss: 0.0311529 | Time: 1493.07 ms [2021-10-06 09:59:28 main:581] : INFO : Epoch 2028 | loss: 0.0311356 | val_loss: 0.0311504 | Time: 1467.34 ms [2021-10-06 09:59:29 main:581] : INFO : Epoch 2029 | loss: 0.0311392 | val_loss: 0.0311539 | Time: 1473.85 ms [2021-10-06 09:59:30 main:581] : INFO : Epoch 2030 | loss: 0.0311411 | val_loss: 0.0311536 | Time: 1496.14 ms [2021-10-06 09:59:32 main:581] : INFO : Epoch 2031 | loss: 0.0311389 | val_loss: 0.0311553 | Time: 1472.63 ms [2021-10-06 09:59:33 main:581] : INFO : Epoch 2032 | loss: 0.0311405 | val_loss: 0.0311572 | Time: 1509.48 ms [2021-10-06 09:59:35 main:581] : INFO : Epoch 2033 | loss: 0.0311398 | val_loss: 0.0311535 | Time: 1486.79 ms [2021-10-06 09:59:36 main:581] : INFO : Epoch 2034 | loss: 0.0311412 | val_loss: 0.0311538 | Time: 1472.99 ms [2021-10-06 09:59:38 main:581] : INFO : Epoch 2035 | loss: 0.0311377 | val_loss: 0.0311529 | Time: 1460.37 ms [2021-10-06 09:59:39 main:581] : INFO : Epoch 2036 | loss: 0.0311383 | val_loss: 0.0311524 | Time: 1466.27 ms [2021-10-06 09:59:41 main:581] : INFO : Epoch 2037 | loss: 0.0311372 | val_loss: 0.0311525 | Time: 1455.27 ms [2021-10-06 09:59:42 main:581] : INFO : Epoch 2038 | loss: 0.0311376 | val_loss: 0.0311493 | Time: 1452.71 ms [2021-10-06 09:59:44 main:581] : INFO : Epoch 2039 | loss: 0.0311355 | val_loss: 0.0311552 | Time: 1467.33 ms [2021-10-06 09:59:45 main:581] : INFO : Epoch 2040 | loss: 0.0311353 | val_loss: 0.0311542 | Time: 1492.65 ms [2021-10-06 09:59:47 main:581] : INFO : Epoch 2041 | loss: 0.0311364 | val_loss: 0.0311508 | Time: 1446.37 ms [2021-10-06 09:59:48 main:581] : INFO : Epoch 2042 | loss: 0.0311364 | val_loss: 0.0311482 | Time: 1468.56 ms [2021-10-06 09:59:50 main:581] : INFO : Epoch 2043 | loss: 0.031136 | val_loss: 0.0311516 | Time: 1448.44 ms [2021-10-06 09:59:51 main:581] : INFO : Epoch 2044 | loss: 0.031141 | val_loss: 0.0311624 | Time: 1467.54 ms [2021-10-06 09:59:53 main:581] : INFO : Epoch 2045 | loss: 0.0311461 | val_loss: 0.0311556 | Time: 1479.84 ms [2021-10-06 09:59:54 main:581] : INFO : Epoch 2046 | loss: 0.0311376 | val_loss: 0.0311505 | Time: 1455.62 ms [2021-10-06 09:59:55 main:581] : INFO : Epoch 2047 | loss: 0.0311377 | val_loss: 0.0311566 | Time: 1476.45 ms [2021-10-06 09:59:57 main:581] : INFO : Epoch 2048 | loss: 0.0311394 | val_loss: 0.0311573 | Time: 1452.36 ms [2021-10-06 09:59:57 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311573 [2021-10-06 09:59:57 main:610] : INFO : Saving end state to config to file [2021-10-06 09:59:57 main:615] : INFO : Success, exiting.. 09:59:57 (2577373): 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)