Task 14623381
| Name | ParityModified-1647046279-24689-3-0_0 |
| Workunit | 11639597 |
| Created | 17 Apr 2022, 22:32:05 UTC |
| Sent | 17 Apr 2022, 22:32:22 UTC |
| Report deadline | 25 Apr 2022, 22:32:22 UTC |
| Received | 24 Apr 2022, 6:26:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 49 min 55 sec |
| CPU time | 48 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 1518.62 ms [2022-04-24 16:14:24 main:574] : INFO : Epoch 1543 | loss: 0.031164 | val_loss: 0.0311751 | Time: 1517.89 ms [2022-04-24 16:14:25 main:574] : INFO : Epoch 1544 | loss: 0.0311654 | val_loss: 0.0311775 | Time: 1421.52 ms [2022-04-24 16:14:27 main:574] : INFO : Epoch 1545 | loss: 0.0311639 | val_loss: 0.031176 | Time: 1481.09 ms [2022-04-24 16:14:28 main:574] : INFO : Epoch 1546 | loss: 0.0311631 | val_loss: 0.0311774 | Time: 1431.88 ms [2022-04-24 16:14:30 main:574] : INFO : Epoch 1547 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 1466.08 ms [2022-04-24 16:14:31 main:574] : INFO : Epoch 1548 | loss: 0.0311648 | val_loss: 0.0311793 | Time: 1435.87 ms [2022-04-24 16:14:32 main:574] : INFO : Epoch 1549 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 1422.7 ms [2022-04-24 16:14:34 main:574] : INFO : Epoch 1550 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 1419.18 ms [2022-04-24 16:14:35 main:574] : INFO : Epoch 1551 | loss: 0.0311626 | val_loss: 0.031175 | Time: 1420.02 ms [2022-04-24 16:14:37 main:574] : INFO : Epoch 1552 | loss: 0.031161 | val_loss: 0.031173 | Time: 1467.43 ms [2022-04-24 16:14:38 main:574] : INFO : Epoch 1553 | loss: 0.0311615 | val_loss: 0.0311742 | Time: 1502.55 ms [2022-04-24 16:14:40 main:574] : INFO : Epoch 1554 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 1462.49 ms [2022-04-24 16:14:41 main:574] : INFO : Epoch 1555 | loss: 0.0311615 | val_loss: 0.0311748 | Time: 1468.18 ms [2022-04-24 16:14:43 main:574] : INFO : Epoch 1556 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 1448.07 ms [2022-04-24 16:14:44 main:574] : INFO : Epoch 1557 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 1426.96 ms [2022-04-24 16:14:46 main:574] : INFO : Epoch 1558 | loss: 0.0311602 | val_loss: 0.0311744 | Time: 1436.15 ms [2022-04-24 16:14:47 main:574] : INFO : Epoch 1559 | loss: 0.0311604 | val_loss: 0.0311744 | Time: 1482.72 ms [2022-04-24 16:14:49 main:574] : INFO : Epoch 1560 | loss: 0.0311605 | val_loss: 0.0311741 | Time: 1480.37 ms [2022-04-24 16:14:50 main:574] : INFO : Epoch 1561 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 1428.84 ms [2022-04-24 16:14:52 main:574] : INFO : Epoch 1562 | loss: 0.0311599 | val_loss: 0.031183 | Time: 1484.96 ms [2022-04-24 16:14:53 main:574] : INFO : Epoch 1563 | loss: 0.0311594 | val_loss: 0.0311736 | Time: 1438.28 ms [2022-04-24 16:14:54 main:574] : INFO : Epoch 1564 | loss: 0.0311597 | val_loss: 0.0311761 | Time: 1457.29 ms [2022-04-24 16:14:56 main:574] : INFO : Epoch 1565 | loss: 0.0311605 | val_loss: 0.0311752 | Time: 1433.64 ms [2022-04-24 16:14:57 main:574] : INFO : Epoch 1566 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 1467.22 ms [2022-04-24 16:14:59 main:574] : INFO : Epoch 1567 | loss: 0.0311607 | val_loss: 0.0311798 | Time: 1455.5 ms [2022-04-24 16:15:00 main:574] : INFO : Epoch 1568 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 1435.03 ms [2022-04-24 16:15:02 main:574] : INFO : Epoch 1569 | loss: 0.0311628 | val_loss: 0.0311753 | Time: 1413.92 ms [2022-04-24 16:15:03 main:574] : INFO : Epoch 1570 | loss: 0.0311609 | val_loss: 0.0311774 | Time: 1424.58 ms [2022-04-24 16:15:05 main:574] : INFO : Epoch 1571 | loss: 0.0311594 | val_loss: 0.0311753 | Time: 1440.42 ms [2022-04-24 16:15:06 main:574] : INFO : Epoch 1572 | loss: 0.0311574 | val_loss: 0.0311756 | Time: 1459.37 ms [2022-04-24 16:15:08 main:574] : INFO : Epoch 1573 | loss: 0.0311594 | val_loss: 0.0311768 | Time: 1439.36 ms [2022-04-24 16:15:09 main:574] : INFO : Epoch 1574 | loss: 0.0311584 | val_loss: 0.0311758 | Time: 1445.54 ms [2022-04-24 16:15:10 main:574] : INFO : Epoch 1575 | loss: 0.0311587 | val_loss: 0.0311776 | Time: 1450.78 ms [2022-04-24 16:15:12 main:574] : INFO : Epoch 1576 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 1453.7 ms [2022-04-24 16:15:13 main:574] : INFO : Epoch 1577 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 1456.89 ms [2022-04-24 16:15:15 main:574] : INFO : Epoch 1578 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 1468.12 ms [2022-04-24 16:15:16 main:574] : INFO : Epoch 1579 | loss: 0.0311756 | val_loss: 0.0311771 | Time: 1460.52 ms [2022-04-24 16:15:18 main:574] : INFO : Epoch 1580 | loss: 0.0311663 | val_loss: 0.0311804 | Time: 1453.43 ms [2022-04-24 16:15:19 main:574] : INFO : Epoch 1581 | loss: 0.0311658 | val_loss: 0.0311783 | Time: 1497.73 ms [2022-04-24 16:15:21 main:574] : INFO : Epoch 1582 | loss: 0.0311639 | val_loss: 0.0311789 | Time: 1451.21 ms [2022-04-24 16:15:22 main:574] : INFO : Epoch 1583 | loss: 0.031162 | val_loss: 0.0311773 | Time: 1455.96 ms [2022-04-24 16:15:24 main:574] : INFO : Epoch 1584 | loss: 0.0311626 | val_loss: 0.0311791 | Time: 1434.34 ms [2022-04-24 16:15:25 main:574] : INFO : Epoch 1585 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 1436.61 ms [2022-04-24 16:15:27 main:574] : INFO : Epoch 1586 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 1487.16 ms [2022-04-24 16:15:28 main:574] : INFO : Epoch 1587 | loss: 0.03116 | val_loss: 0.0311781 | Time: 1468.76 ms [2022-04-24 16:15:30 main:574] : INFO : Epoch 1588 | loss: 0.0311588 | val_loss: 0.0311788 | Time: 1431.06 ms [2022-04-24 16:15:31 main:574] : INFO : Epoch 1589 | loss: 0.0311601 | val_loss: 0.0311824 | Time: 1474.39 ms [2022-04-24 16:15:33 main:574] : INFO : Epoch 1590 | loss: 0.0311613 | val_loss: 0.0311781 | Time: 1481.29 ms [2022-04-24 16:15:34 main:574] : INFO : Epoch 1591 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 1445.46 ms [2022-04-24 16:15:35 main:574] : INFO : Epoch 1592 | loss: 0.0311632 | val_loss: 0.0311785 | Time: 1452.57 ms [2022-04-24 16:15:37 main:574] : INFO : Epoch 1593 | loss: 0.0311624 | val_loss: 0.0311761 | Time: 1439.65 ms [2022-04-24 16:15:38 main:574] : INFO : Epoch 1594 | loss: 0.0311621 | val_loss: 0.0311759 | Time: 1443.18 ms [2022-04-24 16:15:40 main:574] : INFO : Epoch 1595 | loss: 0.0311618 | val_loss: 0.0311769 | Time: 1442.1 ms [2022-04-24 16:15:41 main:574] : INFO : Epoch 1596 | loss: 0.0311614 | val_loss: 0.0311905 | Time: 1451.9 ms [2022-04-24 16:15:43 main:574] : INFO : Epoch 1597 | loss: 0.0311649 | val_loss: 0.0311779 | Time: 1471.24 ms [2022-04-24 16:15:44 main:574] : INFO : Epoch 1598 | loss: 0.0311642 | val_loss: 0.0311834 | Time: 1427.67 ms [2022-04-24 16:15:46 main:574] : INFO : Epoch 1599 | loss: 0.0311664 | val_loss: 0.0311793 | Time: 1479.08 ms [2022-04-24 16:15:47 main:574] : INFO : Epoch 1600 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 1484.4 ms [2022-04-24 16:15:49 main:574] : INFO : Epoch 1601 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 1484.03 ms [2022-04-24 16:15:50 main:574] : INFO : Epoch 1602 | loss: 0.0311622 | val_loss: 0.0311755 | Time: 1466 ms [2022-04-24 16:15:52 main:574] : INFO : Epoch 1603 | loss: 0.0311629 | val_loss: 0.0311764 | Time: 1451.53 ms [2022-04-24 16:15:53 main:574] : INFO : Epoch 1604 | loss: 0.0311623 | val_loss: 0.0311751 | Time: 1434.84 ms [2022-04-24 16:15:55 main:574] : INFO : Epoch 1605 | loss: 0.0311609 | val_loss: 0.0311754 | Time: 1469.9 ms [2022-04-24 16:15:56 main:574] : INFO : Epoch 1606 | loss: 0.0311603 | val_loss: 0.0311772 | Time: 1458.97 ms [2022-04-24 16:15:58 main:574] : INFO : Epoch 1607 | loss: 0.0311594 | val_loss: 0.03118 | Time: 1438.02 ms [2022-04-24 16:15:59 main:574] : INFO : Epoch 1608 | loss: 0.0311601 | val_loss: 0.0311792 | Time: 1474.08 ms [2022-04-24 16:16:00 main:574] : INFO : Epoch 1609 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 1432.35 ms [2022-04-24 16:16:02 main:574] : INFO : Epoch 1610 | loss: 0.0311634 | val_loss: 0.0311762 | Time: 1457.66 ms [2022-04-24 16:16:03 main:574] : INFO : Epoch 1611 | loss: 0.0311619 | val_loss: 0.0311762 | Time: 1487.39 ms [2022-04-24 16:16:05 main:574] : INFO : Epoch 1612 | loss: 0.0311615 | val_loss: 0.0311764 | Time: 1468.21 ms [2022-04-24 16:16:06 main:574] : INFO : Epoch 1613 | loss: 0.0311615 | val_loss: 0.031175 | Time: 1424.25 ms [2022-04-24 16:16:08 main:574] : INFO : Epoch 1614 | loss: 0.0311628 | val_loss: 0.0311799 | Time: 1417.98 ms [2022-04-24 16:16:09 main:574] : INFO : Epoch 1615 | loss: 0.031162 | val_loss: 0.0311808 | Time: 1493.77 ms [2022-04-24 16:16:11 main:574] : INFO : Epoch 1616 | loss: 0.0311623 | val_loss: 0.0311786 | Time: 1463.51 ms [2022-04-24 16:16:12 main:574] : INFO : Epoch 1617 | loss: 0.031162 | val_loss: 0.0311773 | Time: 1460.19 ms [2022-04-24 16:16:14 main:574] : INFO : Epoch 1618 | loss: 0.031162 | val_loss: 0.0311781 | Time: 1433.77 ms [2022-04-24 16:16:15 main:574] : INFO : Epoch 1619 | loss: 0.0311599 | val_loss: 0.0311814 | Time: 1464.32 ms [2022-04-24 16:16:17 main:574] : INFO : Epoch 1620 | loss: 0.0311601 | val_loss: 0.0311809 | Time: 1461.52 ms [2022-04-24 16:16:18 main:574] : INFO : Epoch 1621 | loss: 0.0311605 | val_loss: 0.0311797 | Time: 1428.95 ms [2022-04-24 16:16:20 main:574] : INFO : Epoch 1622 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 1442.7 ms [2022-04-24 16:16:21 main:574] : INFO : Epoch 1623 | loss: 0.0311621 | val_loss: 0.031179 | Time: 1441.49 ms [2022-04-24 16:16:22 main:574] : INFO : Epoch 1624 | loss: 0.0311612 | val_loss: 0.0311819 | Time: 1470.89 ms [2022-04-24 16:16:24 main:574] : INFO : Epoch 1625 | loss: 0.0311612 | val_loss: 0.0311805 | Time: 1426.55 ms [2022-04-24 16:16:25 main:574] : INFO : Epoch 1626 | loss: 0.0311622 | val_loss: 0.0311768 | Time: 1441.2 ms [2022-04-24 16:16:27 main:574] : INFO : Epoch 1627 | loss: 0.0311615 | val_loss: 0.0311814 | Time: 1444.94 ms [2022-04-24 16:16:28 main:574] : INFO : Epoch 1628 | loss: 0.0311623 | val_loss: 0.0311767 | Time: 1452.97 ms [2022-04-24 16:16:30 main:574] : INFO : Epoch 1629 | loss: 0.0311607 | val_loss: 0.0311772 | Time: 1450.31 ms [2022-04-24 16:16:31 main:574] : INFO : Epoch 1630 | loss: 0.0311604 | val_loss: 0.031177 | Time: 1457.66 ms [2022-04-24 16:16:33 main:574] : INFO : Epoch 1631 | loss: 0.0311618 | val_loss: 0.0311786 | Time: 1414.07 ms [2022-04-24 16:16:34 main:574] : INFO : Epoch 1632 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 1445.94 ms [2022-04-24 16:16:36 main:574] : INFO : Epoch 1633 | loss: 0.0311592 | val_loss: 0.0311765 | Time: 1498.06 ms [2022-04-24 16:16:37 main:574] : INFO : Epoch 1634 | loss: 0.0311575 | val_loss: 0.0311766 | Time: 1515.83 ms [2022-04-24 16:16:39 main:574] : INFO : Epoch 1635 | loss: 0.0311589 | val_loss: 0.0311851 | Time: 1490.78 ms [2022-04-24 16:16:40 main:574] : INFO : Epoch 1636 | loss: 0.0311595 | val_loss: 0.0311778 | Time: 1459.57 ms [2022-04-24 16:16:42 main:574] : INFO : Epoch 1637 | loss: 0.0311603 | val_loss: 0.0311783 | Time: 1458.76 ms [2022-04-24 16:16:43 main:574] : INFO : Epoch 1638 | loss: 0.0311603 | val_loss: 0.0311788 | Time: 1467.14 ms [2022-04-24 16:16:45 main:574] : INFO : Epoch 1639 | loss: 0.0311579 | val_loss: 0.031177 | Time: 1457.48 ms [2022-04-24 16:16:46 main:574] : INFO : Epoch 1640 | loss: 0.0311582 | val_loss: 0.0311765 | Time: 1448.35 ms [2022-04-24 16:16:47 main:574] : INFO : Epoch 1641 | loss: 0.031156 | val_loss: 0.0311766 | Time: 1480.04 ms [2022-04-24 16:16:49 main:574] : INFO : Epoch 1642 | loss: 0.0311552 | val_loss: 0.0311784 | Time: 1499.92 ms [2022-04-24 16:16:50 main:574] : INFO : Epoch 1643 | loss: 0.031156 | val_loss: 0.0311798 | Time: 1437.11 ms [2022-04-24 16:16:52 main:574] : INFO : Epoch 1644 | loss: 0.0311578 | val_loss: 0.0311789 | Time: 1472.42 ms [2022-04-24 16:16:53 main:574] : INFO : Epoch 1645 | loss: 0.0311555 | val_loss: 0.0311766 | Time: 1470.47 ms [2022-04-24 16:16:55 main:574] : INFO : Epoch 1646 | loss: 0.0311553 | val_loss: 0.0311795 | Time: 1426.13 ms [2022-04-24 16:16:56 main:574] : INFO : Epoch 1647 | loss: 0.0311571 | val_loss: 0.0311755 | Time: 1439.87 ms [2022-04-24 16:16:58 main:574] : INFO : Epoch 1648 | loss: 0.0311598 | val_loss: 0.0311776 | Time: 1452.95 ms [2022-04-24 16:16:59 main:574] : INFO : Epoch 1649 | loss: 0.0311631 | val_loss: 0.0311782 | Time: 1448.54 ms [2022-04-24 16:17:01 main:574] : INFO : Epoch 1650 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 1487.33 ms [2022-04-24 16:17:02 main:574] : INFO : Epoch 1651 | loss: 0.0311706 | val_loss: 0.0311785 | Time: 1437.7 ms [2022-04-24 16:17:04 main:574] : INFO : Epoch 1652 | loss: 0.0311685 | val_loss: 0.031177 | Time: 1428.72 ms [2022-04-24 16:17:05 main:574] : INFO : Epoch 1653 | loss: 0.0311703 | val_loss: 0.03118 | Time: 1408.46 ms [2022-04-24 16:17:06 main:574] : INFO : Epoch 1654 | loss: 0.0311683 | val_loss: 0.0311755 | Time: 1444.75 ms [2022-04-24 16:17:08 main:574] : INFO : Epoch 1655 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 1443.56 ms [2022-04-24 16:17:09 main:574] : INFO : Epoch 1656 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 1490.54 ms [2022-04-24 16:17:11 main:574] : INFO : Epoch 1657 | loss: 0.0313195 | val_loss: 0.035884 | Time: 1426.17 ms [2022-04-24 16:17:12 main:574] : INFO : Epoch 1658 | loss: 0.0349329 | val_loss: 0.0324125 | Time: 1441.78 ms [2022-04-24 16:17:14 main:574] : INFO : Epoch 1659 | loss: 0.031877 | val_loss: 0.0314079 | Time: 1433.46 ms [2022-04-24 16:17:15 main:574] : INFO : Epoch 1660 | loss: 0.0313424 | val_loss: 0.0312785 | Time: 1463.92 ms [2022-04-24 16:17:17 main:574] : INFO : Epoch 1661 | loss: 0.0312588 | val_loss: 0.0312403 | Time: 1470.45 ms [2022-04-24 16:17:18 main:574] : INFO : Epoch 1662 | loss: 0.0312292 | val_loss: 0.0312137 | Time: 1429.13 ms [2022-04-24 16:17:20 main:574] : INFO : Epoch 1663 | loss: 0.0312054 | val_loss: 0.0311918 | Time: 1446.69 ms [2022-04-24 16:17:21 main:574] : INFO : Epoch 1664 | loss: 0.0311932 | val_loss: 0.0311882 | Time: 1446.13 ms [2022-04-24 16:17:23 main:574] : INFO : Epoch 1665 | loss: 0.0311903 | val_loss: 0.031193 | Time: 1463.93 ms [2022-04-24 16:17:24 main:574] : INFO : Epoch 1666 | loss: 0.0311892 | val_loss: 0.0311821 | Time: 1453.76 ms [2022-04-24 16:17:25 main:574] : INFO : Epoch 1667 | loss: 0.0311834 | val_loss: 0.0311805 | Time: 1408.16 ms [2022-04-24 16:17:27 main:574] : INFO : Epoch 1668 | loss: 0.0311823 | val_loss: 0.0311792 | Time: 1423.56 ms [2022-04-24 16:17:28 main:574] : INFO : Epoch 1669 | loss: 0.0311812 | val_loss: 0.0311783 | Time: 1429.07 ms [2022-04-24 16:17:30 main:574] : INFO : Epoch 1670 | loss: 0.03118 | val_loss: 0.031178 | Time: 1412.4 ms [2022-04-24 16:17:31 main:574] : INFO : Epoch 1671 | loss: 0.0311797 | val_loss: 0.0311784 | Time: 1466.06 ms [2022-04-24 16:17:33 main:574] : INFO : Epoch 1672 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 1441.76 ms [2022-04-24 16:17:34 main:574] : INFO : Epoch 1673 | loss: 0.0311774 | val_loss: 0.0311751 | Time: 1425.44 ms [2022-04-24 16:17:36 main:574] : INFO : Epoch 1674 | loss: 0.0311761 | val_loss: 0.031174 | Time: 1460.05 ms [2022-04-24 16:17:37 main:574] : INFO : Epoch 1675 | loss: 0.0311731 | val_loss: 0.031175 | Time: 1411.04 ms [2022-04-24 16:17:38 main:574] : INFO : Epoch 1676 | loss: 0.0311718 | val_loss: 0.031172 | Time: 1407.4 ms [2022-04-24 16:17:40 main:574] : INFO : Epoch 1677 | loss: 0.0311695 | val_loss: 0.0311745 | Time: 1462.44 ms [2022-04-24 16:17:41 main:574] : INFO : Epoch 1678 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 1509.65 ms [2022-04-24 16:17:43 main:574] : INFO : Epoch 1679 | loss: 0.0311688 | val_loss: 0.031173 | Time: 1506.79 ms [2022-04-24 16:17:44 main:574] : INFO : Epoch 1680 | loss: 0.0311696 | val_loss: 0.0311727 | Time: 1449.32 ms [2022-04-24 16:17:46 main:574] : INFO : Epoch 1681 | loss: 0.0311689 | val_loss: 0.0311751 | Time: 1457.98 ms [2022-04-24 16:17:47 main:574] : INFO : Epoch 1682 | loss: 0.0311693 | val_loss: 0.0311745 | Time: 1437.73 ms [2022-04-24 16:17:49 main:574] : INFO : Epoch 1683 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 1481.25 ms [2022-04-24 16:17:50 main:574] : INFO : Epoch 1684 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 1465.28 ms [2022-04-24 16:17:52 main:574] : INFO : Epoch 1685 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 1429.28 ms [2022-04-24 16:17:53 main:574] : INFO : Epoch 1686 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 1434.95 ms [2022-04-24 16:17:55 main:574] : INFO : Epoch 1687 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 1422.58 ms [2022-04-24 16:17:56 main:574] : INFO : Epoch 1688 | loss: 0.0311685 | val_loss: 0.0311744 | Time: 1453.24 ms [2022-04-24 16:17:57 main:574] : INFO : Epoch 1689 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1433.97 ms [2022-04-24 16:17:59 main:574] : INFO : Epoch 1690 | loss: 0.0311701 | val_loss: 0.0311763 | Time: 1431.61 ms [2022-04-24 16:18:00 main:574] : INFO : Epoch 1691 | loss: 0.0311693 | val_loss: 0.031175 | Time: 1479.12 ms [2022-04-24 16:18:02 main:574] : INFO : Epoch 1692 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 1470.29 ms [2022-04-24 16:18:03 main:574] : INFO : Epoch 1693 | loss: 0.0311663 | val_loss: 0.0311745 | Time: 1456.34 ms [2022-04-24 16:18:05 main:574] : INFO : Epoch 1694 | loss: 0.0311683 | val_loss: 0.031173 | Time: 1439.34 ms [2022-04-24 16:18:06 main:574] : INFO : Epoch 1695 | loss: 0.0311679 | val_loss: 0.0311741 | Time: 1426.48 ms [2022-04-24 16:18:08 main:574] : INFO : Epoch 1696 | loss: 0.031168 | val_loss: 0.0311737 | Time: 1440.29 ms [2022-04-24 16:18:09 main:574] : INFO : Epoch 1697 | loss: 0.0311678 | val_loss: 0.031172 | Time: 1443.09 ms [2022-04-24 16:18:11 main:574] : INFO : Epoch 1698 | loss: 0.0311665 | val_loss: 0.0311731 | Time: 1436.34 ms [2022-04-24 16:18:12 main:574] : INFO : Epoch 1699 | loss: 0.031168 | val_loss: 0.0311747 | Time: 1457.32 ms [2022-04-24 16:18:14 main:574] : INFO : Epoch 1700 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 1465.14 ms [2022-04-24 16:18:15 main:574] : INFO : Epoch 1701 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 1443.47 ms [2022-04-24 16:18:16 main:574] : INFO : Epoch 1702 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 1464.13 ms [2022-04-24 16:18:18 main:574] : INFO : Epoch 1703 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 1453.41 ms [2022-04-24 16:18:19 main:574] : INFO : Epoch 1704 | loss: 0.0311658 | val_loss: 0.031172 | Time: 1447.54 ms [2022-04-24 16:18:21 main:574] : INFO : Epoch 1705 | loss: 0.0311641 | val_loss: 0.0311707 | Time: 1427.01 ms [2022-04-24 16:18:22 main:574] : INFO : Epoch 1706 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 1444.23 ms [2022-04-24 16:18:24 main:574] : INFO : Epoch 1707 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 1467.24 ms [2022-04-24 16:18:25 main:574] : INFO : Epoch 1708 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 1426.91 ms [2022-04-24 16:18:27 main:574] : INFO : Epoch 1709 | loss: 0.0311638 | val_loss: 0.0311722 | Time: 1433.05 ms [2022-04-24 16:18:28 main:574] : INFO : Epoch 1710 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 1425.39 ms [2022-04-24 16:18:30 main:574] : INFO : Epoch 1711 | loss: 0.0311633 | val_loss: 0.0311705 | Time: 1439.89 ms [2022-04-24 16:18:31 main:574] : INFO : Epoch 1712 | loss: 0.031165 | val_loss: 0.0311693 | Time: 1468.82 ms [2022-04-24 16:18:32 main:574] : INFO : Epoch 1713 | loss: 0.0311659 | val_loss: 0.0311691 | Time: 1461.88 ms [2022-04-24 16:18:34 main:574] : INFO : Epoch 1714 | loss: 0.0311658 | val_loss: 0.0311747 | Time: 1468.66 ms [2022-04-24 16:18:35 main:574] : INFO : Epoch 1715 | loss: 0.0311654 | val_loss: 0.0311683 | Time: 1446.08 ms [2022-04-24 16:18:37 main:574] : INFO : Epoch 1716 | loss: 0.0311655 | val_loss: 0.0311694 | Time: 1425.25 ms [2022-04-24 16:18:38 main:574] : INFO : Epoch 1717 | loss: 0.0311663 | val_loss: 0.0311718 | Time: 1443.76 ms [2022-04-24 16:18:40 main:574] : INFO : Epoch 1718 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 1462.85 ms [2022-04-24 16:18:41 main:574] : INFO : Epoch 1719 | loss: 0.031164 | val_loss: 0.0311707 | Time: 1508.5 ms [2022-04-24 16:18:43 main:574] : INFO : Epoch 1720 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 1437.1 ms [2022-04-24 16:18:44 main:574] : INFO : Epoch 1721 | loss: 0.0311638 | val_loss: 0.0311694 | Time: 1460.16 ms [2022-04-24 16:18:46 main:574] : INFO : Epoch 1722 | loss: 0.0311643 | val_loss: 0.0311699 | Time: 1448.66 ms [2022-04-24 16:18:47 main:574] : INFO : Epoch 1723 | loss: 0.031165 | val_loss: 0.0311733 | Time: 1455.2 ms [2022-04-24 16:18:49 main:574] : INFO : Epoch 1724 | loss: 0.0311637 | val_loss: 0.03117 | Time: 1515.41 ms [2022-04-24 16:18:50 main:574] : INFO : Epoch 1725 | loss: 0.0311623 | val_loss: 0.0311669 | Time: 1458.4 ms [2022-04-24 16:18:52 main:574] : INFO : Epoch 1726 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 1430.36 ms [2022-04-24 16:18:53 main:574] : INFO : Epoch 1727 | loss: 0.0311635 | val_loss: 0.0311695 | Time: 1427.63 ms [2022-04-24 16:18:55 main:574] : INFO : Epoch 1728 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 1442.26 ms [2022-04-24 16:18:56 main:574] : INFO : Epoch 1729 | loss: 0.031162 | val_loss: 0.0311708 | Time: 1438.4 ms [2022-04-24 16:18:57 main:574] : INFO : Epoch 1730 | loss: 0.0311627 | val_loss: 0.0311702 | Time: 1425.77 ms [2022-04-24 16:18:59 main:574] : INFO : Epoch 1731 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 1446.33 ms [2022-04-24 16:19:00 main:574] : INFO : Epoch 1732 | loss: 0.0311624 | val_loss: 0.0311722 | Time: 1436.33 ms [2022-04-24 16:19:02 main:574] : INFO : Epoch 1733 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 1461.93 ms [2022-04-24 16:19:03 main:574] : INFO : Epoch 1734 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 1431.24 ms [2022-04-24 16:19:05 main:574] : INFO : Epoch 1735 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 1467.15 ms [2022-04-24 16:19:06 main:574] : INFO : Epoch 1736 | loss: 0.0311649 | val_loss: 0.0311685 | Time: 1453.49 ms [2022-04-24 16:19:08 main:574] : INFO : Epoch 1737 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 1450.31 ms [2022-04-24 16:19:09 main:574] : INFO : Epoch 1738 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 1461.84 ms [2022-04-24 16:19:11 main:574] : INFO : Epoch 1739 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 1449.01 ms [2022-04-24 16:19:12 main:574] : INFO : Epoch 1740 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 1444.24 ms [2022-04-24 16:19:13 main:574] : INFO : Epoch 1741 | loss: 0.031168 | val_loss: 0.0311731 | Time: 1442.12 ms [2022-04-24 16:19:15 main:574] : INFO : Epoch 1742 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 1427.89 ms [2022-04-24 16:19:16 main:574] : INFO : Epoch 1743 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 1435.85 ms [2022-04-24 16:19:18 main:574] : INFO : Epoch 1744 | loss: 0.0311704 | val_loss: 0.0311706 | Time: 1453.23 ms [2022-04-24 16:19:19 main:574] : INFO : Epoch 1745 | loss: 0.0311689 | val_loss: 0.0311698 | Time: 1448.47 ms [2022-04-24 16:19:21 main:574] : INFO : Epoch 1746 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 1441.97 ms [2022-04-24 16:19:22 main:574] : INFO : Epoch 1747 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 1536.07 ms [2022-04-24 16:19:24 main:574] : INFO : Epoch 1748 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 1588.74 ms [2022-04-24 16:19:25 main:574] : INFO : Epoch 1749 | loss: 0.0311666 | val_loss: 0.031173 | Time: 1491.04 ms [2022-04-24 16:19:27 main:574] : INFO : Epoch 1750 | loss: 0.0311658 | val_loss: 0.0311744 | Time: 1462.78 ms [2022-04-24 16:19:28 main:574] : INFO : Epoch 1751 | loss: 0.0311637 | val_loss: 0.0311689 | Time: 1473.22 ms [2022-04-24 16:19:30 main:574] : INFO : Epoch 1752 | loss: 0.0311639 | val_loss: 0.0311705 | Time: 1437.52 ms [2022-04-24 16:19:31 main:574] : INFO : Epoch 1753 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1445.45 ms [2022-04-24 16:19:33 main:574] : INFO : Epoch 1754 | loss: 0.0311638 | val_loss: 0.0311695 | Time: 1437.54 ms [2022-04-24 16:19:34 main:574] : INFO : Epoch 1755 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 1465.44 ms [2022-04-24 16:19:36 main:574] : INFO : Epoch 1756 | loss: 0.031166 | val_loss: 0.0311726 | Time: 1472.01 ms [2022-04-24 16:19:37 main:574] : INFO : Epoch 1757 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 1458.64 ms [2022-04-24 16:19:39 main:574] : INFO : Epoch 1758 | loss: 0.0311675 | val_loss: 0.031175 | Time: 1484.78 ms [2022-04-24 16:19:40 main:574] : INFO : Epoch 1759 | loss: 0.0311644 | val_loss: 0.0311699 | Time: 1456.28 ms [2022-04-24 16:19:42 main:574] : INFO : Epoch 1760 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 1440.71 ms [2022-04-24 16:19:43 main:574] : INFO : Epoch 1761 | loss: 0.0311627 | val_loss: 0.0311741 | Time: 1441.09 ms [2022-04-24 16:19:45 main:574] : INFO : Epoch 1762 | loss: 0.0311637 | val_loss: 0.0311705 | Time: 1468.58 ms [2022-04-24 16:19:46 main:574] : INFO : Epoch 1763 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 1401.24 ms [2022-04-24 16:19:47 main:574] : INFO : Epoch 1764 | loss: 0.0311656 | val_loss: 0.031173 | Time: 1486.24 ms [2022-04-24 16:19:49 main:574] : INFO : Epoch 1765 | loss: 0.0311634 | val_loss: 0.0311733 | Time: 1485.93 ms [2022-04-24 16:19:50 main:574] : INFO : Epoch 1766 | loss: 0.0311619 | val_loss: 0.0311735 | Time: 1445.49 ms [2022-04-24 16:19:52 main:574] : INFO : Epoch 1767 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 1474.76 ms [2022-04-24 16:19:53 main:574] : INFO : Epoch 1768 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 1436.02 ms [2022-04-24 16:19:55 main:574] : INFO : Epoch 1769 | loss: 0.0311595 | val_loss: 0.0311736 | Time: 1416.06 ms [2022-04-24 16:19:56 main:574] : INFO : Epoch 1770 | loss: 0.03116 | val_loss: 0.0311815 | Time: 1447.93 ms [2022-04-24 16:19:58 main:574] : INFO : Epoch 1771 | loss: 0.0311634 | val_loss: 0.0311746 | Time: 1422.29 ms [2022-04-24 16:19:59 main:574] : INFO : Epoch 1772 | loss: 0.031161 | val_loss: 0.0311725 | Time: 1455.46 ms [2022-04-24 16:20:01 main:574] : INFO : Epoch 1773 | loss: 0.031161 | val_loss: 0.031175 | Time: 1477.66 ms [2022-04-24 16:20:02 main:574] : INFO : Epoch 1774 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 1460.05 ms [2022-04-24 16:20:04 main:574] : INFO : Epoch 1775 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 1450.47 ms [2022-04-24 16:20:05 main:574] : INFO : Epoch 1776 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 1460.96 ms [2022-04-24 16:20:06 main:574] : INFO : Epoch 1777 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 1432.75 ms [2022-04-24 16:20:08 main:574] : INFO : Epoch 1778 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 1487.43 ms [2022-04-24 16:20:09 main:574] : INFO : Epoch 1779 | loss: 0.0311623 | val_loss: 0.031171 | Time: 1461.71 ms [2022-04-24 16:20:11 main:574] : INFO : Epoch 1780 | loss: 0.0311618 | val_loss: 0.0311731 | Time: 1445.63 ms [2022-04-24 16:20:12 main:574] : INFO : Epoch 1781 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 1465.74 ms [2022-04-24 16:20:14 main:574] : INFO : Epoch 1782 | loss: 0.0311604 | val_loss: 0.0311742 | Time: 1443.18 ms [2022-04-24 16:20:15 main:574] : INFO : Epoch 1783 | loss: 0.0311612 | val_loss: 0.0311751 | Time: 1416.85 ms [2022-04-24 16:20:17 main:574] : INFO : Epoch 1784 | loss: 0.0311612 | val_loss: 0.0311779 | Time: 1435.67 ms [2022-04-24 16:20:18 main:574] : INFO : Epoch 1785 | loss: 0.0311584 | val_loss: 0.0311775 | Time: 1457.96 ms [2022-04-24 16:20:20 main:574] : INFO : Epoch 1786 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 1441.28 ms [2022-04-24 16:20:21 main:574] : INFO : Epoch 1787 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 1433.48 ms [2022-04-24 16:20:23 main:574] : INFO : Epoch 1788 | loss: 0.0311581 | val_loss: 0.0311755 | Time: 1461.06 ms [2022-04-24 16:20:24 main:574] : INFO : Epoch 1789 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 1451.9 ms [2022-04-24 16:20:25 main:574] : INFO : Epoch 1790 | loss: 0.031158 | val_loss: 0.031176 | Time: 1437.7 ms [2022-04-24 16:20:27 main:574] : INFO : Epoch 1791 | loss: 0.0311591 | val_loss: 0.0311741 | Time: 1424.09 ms [2022-04-24 16:20:28 main:574] : INFO : Epoch 1792 | loss: 0.0311593 | val_loss: 0.0311733 | Time: 1484.44 ms [2022-04-24 16:20:30 main:574] : INFO : Epoch 1793 | loss: 0.031159 | val_loss: 0.0311714 | Time: 1436.77 ms [2022-04-24 16:20:31 main:574] : INFO : Epoch 1794 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 1446.82 ms [2022-04-24 16:20:33 main:574] : INFO : Epoch 1795 | loss: 0.0311575 | val_loss: 0.0311753 | Time: 1450.67 ms [2022-04-24 16:20:34 main:574] : INFO : Epoch 1796 | loss: 0.0311585 | val_loss: 0.0311771 | Time: 1441.03 ms [2022-04-24 16:20:36 main:574] : INFO : Epoch 1797 | loss: 0.0311587 | val_loss: 0.0311747 | Time: 1446.69 ms [2022-04-24 16:20:37 main:574] : INFO : Epoch 1798 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 1440.87 ms [2022-04-24 16:20:39 main:574] : INFO : Epoch 1799 | loss: 0.0311571 | val_loss: 0.0311745 | Time: 1439.22 ms [2022-04-24 16:20:40 main:574] : INFO : Epoch 1800 | loss: 0.0311585 | val_loss: 0.0311751 | Time: 1461.71 ms [2022-04-24 16:20:41 main:574] : INFO : Epoch 1801 | loss: 0.0311627 | val_loss: 0.0311771 | Time: 1441.59 ms [2022-04-24 16:20:43 main:574] : INFO : Epoch 1802 | loss: 0.031162 | val_loss: 0.0311795 | Time: 1453.88 ms [2022-04-24 16:20:44 main:574] : INFO : Epoch 1803 | loss: 0.0311601 | val_loss: 0.0311795 | Time: 1447.77 ms [2022-04-24 16:20:46 main:574] : INFO : Epoch 1804 | loss: 0.0311601 | val_loss: 0.0311826 | Time: 1450.76 ms [2022-04-24 16:20:47 main:574] : INFO : Epoch 1805 | loss: 0.0311621 | val_loss: 0.0311781 | Time: 1445.31 ms [2022-04-24 16:20:49 main:574] : INFO : Epoch 1806 | loss: 0.0311592 | val_loss: 0.0311782 | Time: 1486.54 ms [2022-04-24 16:20:50 main:574] : INFO : Epoch 1807 | loss: 0.0311584 | val_loss: 0.0311778 | Time: 1448.93 ms [2022-04-24 16:20:52 main:574] : INFO : Epoch 1808 | loss: 0.0311583 | val_loss: 0.0311797 | Time: 1471.97 ms [2022-04-24 16:20:53 main:574] : INFO : Epoch 1809 | loss: 0.0311602 | val_loss: 0.0311792 | Time: 1443.04 ms [2022-04-24 16:20:55 main:574] : INFO : Epoch 1810 | loss: 0.0311579 | val_loss: 0.0311795 | Time: 1419.55 ms [2022-04-24 16:20:56 main:574] : INFO : Epoch 1811 | loss: 0.0311583 | val_loss: 0.031175 | Time: 1448.2 ms [2022-04-24 16:20:58 main:574] : INFO : Epoch 1812 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 1421.57 ms [2022-04-24 16:20:59 main:574] : INFO : Epoch 1813 | loss: 0.0311616 | val_loss: 0.0311783 | Time: 1439.18 ms [2022-04-24 16:21:00 main:574] : INFO : Epoch 1814 | loss: 0.0311641 | val_loss: 0.0311773 | Time: 1455.09 ms [2022-04-24 16:21:02 main:574] : INFO : Epoch 1815 | loss: 0.031166 | val_loss: 0.0311757 | Time: 1442.35 ms [2022-04-24 16:21:03 main:574] : INFO : Epoch 1816 | loss: 0.0311615 | val_loss: 0.0311774 | Time: 1474.76 ms [2022-04-24 16:21:05 main:574] : INFO : Epoch 1817 | loss: 0.0311611 | val_loss: 0.0311749 | Time: 1463.21 ms [2022-04-24 16:21:06 main:574] : INFO : Epoch 1818 | loss: 0.0311604 | val_loss: 0.0311758 | Time: 1473.63 ms [2022-04-24 16:21:08 main:574] : INFO : Epoch 1819 | loss: 0.0311597 | val_loss: 0.0311781 | Time: 1425.1 ms [2022-04-24 16:21:09 main:574] : INFO : Epoch 1820 | loss: 0.0311596 | val_loss: 0.0311767 | Time: 1470.41 ms [2022-04-24 16:21:11 main:574] : INFO : Epoch 1821 | loss: 0.0311587 | val_loss: 0.0311733 | Time: 1481.99 ms [2022-04-24 16:21:12 main:574] : INFO : Epoch 1822 | loss: 0.0311611 | val_loss: 0.0311779 | Time: 1456.82 ms [2022-04-24 16:21:14 main:574] : INFO : Epoch 1823 | loss: 0.0311613 | val_loss: 0.0311785 | Time: 1476.26 ms [2022-04-24 16:21:15 main:574] : INFO : Epoch 1824 | loss: 0.0311589 | val_loss: 0.0311781 | Time: 1448.38 ms [2022-04-24 16:21:17 main:574] : INFO : Epoch 1825 | loss: 0.0311592 | val_loss: 0.0311771 | Time: 1463.78 ms [2022-04-24 16:21:18 main:574] : INFO : Epoch 1826 | loss: 0.0311584 | val_loss: 0.03118 | Time: 1432.37 ms [2022-04-24 16:21:20 main:574] : INFO : Epoch 1827 | loss: 0.0311599 | val_loss: 0.0311784 | Time: 1467.52 ms [2022-04-24 16:21:21 main:574] : INFO : Epoch 1828 | loss: 0.0311584 | val_loss: 0.0311756 | Time: 1468.71 ms [2022-04-24 16:21:22 main:574] : INFO : Epoch 1829 | loss: 0.03116 | val_loss: 0.0311798 | Time: 1432.78 ms [2022-04-24 16:21:24 main:574] : INFO : Epoch 1830 | loss: 0.0311664 | val_loss: 0.0311828 | Time: 1447.04 ms [2022-04-24 16:21:25 main:574] : INFO : Epoch 1831 | loss: 0.0311687 | val_loss: 0.0311781 | Time: 1442.91 ms [2022-04-24 16:21:27 main:574] : INFO : Epoch 1832 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 1438.82 ms [2022-04-24 16:21:28 main:574] : INFO : Epoch 1833 | loss: 0.0311797 | val_loss: 0.0311822 | Time: 1455.24 ms [2022-04-24 16:21:30 main:574] : INFO : Epoch 1834 | loss: 0.031208 | val_loss: 0.0312261 | Time: 1436.59 ms [2022-04-24 16:21:31 main:574] : INFO : Epoch 1835 | loss: 0.0312199 | val_loss: 0.0312226 | Time: 1444.74 ms [2022-04-24 16:21:33 main:574] : INFO : Epoch 1836 | loss: 0.0312078 | val_loss: 0.0312044 | Time: 1448.89 ms [2022-04-24 16:21:34 main:574] : INFO : Epoch 1837 | loss: 0.0311962 | val_loss: 0.0311937 | Time: 1448.52 ms [2022-04-24 16:21:36 main:574] : INFO : Epoch 1838 | loss: 0.0311903 | val_loss: 0.0311908 | Time: 1446.22 ms [2022-04-24 16:21:37 main:574] : INFO : Epoch 1839 | loss: 0.0311872 | val_loss: 0.0311872 | Time: 1487.19 ms [2022-04-24 16:21:39 main:574] : INFO : Epoch 1840 | loss: 0.0311843 | val_loss: 0.0311854 | Time: 1455.3 ms [2022-04-24 16:21:40 main:574] : INFO : Epoch 1841 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 1435.9 ms [2022-04-24 16:21:42 main:574] : INFO : Epoch 1842 | loss: 0.0311816 | val_loss: 0.0311879 | Time: 1446.13 ms [2022-04-24 16:21:43 main:574] : INFO : Epoch 1843 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 1454.58 ms [2022-04-24 16:21:44 main:574] : INFO : Epoch 1844 | loss: 0.0311792 | val_loss: 0.0311867 | Time: 1439.97 ms [2022-04-24 16:21:46 main:574] : INFO : Epoch 1845 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 1418.92 ms [2022-04-24 16:21:47 main:574] : INFO : Epoch 1846 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 1472.22 ms [2022-04-24 16:21:49 main:574] : INFO : Epoch 1847 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 1488.31 ms [2022-04-24 16:21:50 main:574] : INFO : Epoch 1848 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 1456.42 ms [2022-04-24 16:21:52 main:574] : INFO : Epoch 1849 | loss: 0.0311748 | val_loss: 0.0311815 | Time: 1440.06 ms [2022-04-24 16:21:53 main:574] : INFO : Epoch 1850 | loss: 0.0311739 | val_loss: 0.0311832 | Time: 1423.59 ms [2022-04-24 16:21:55 main:574] : INFO : Epoch 1851 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 1457.72 ms [2022-04-24 16:21:56 main:574] : INFO : Epoch 1852 | loss: 0.0311793 | val_loss: 0.0311863 | Time: 1441.19 ms [2022-04-24 16:21:58 main:574] : INFO : Epoch 1853 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 1450.19 ms [2022-04-24 16:21:59 main:574] : INFO : Epoch 1854 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 1461.24 ms [2022-04-24 16:22:01 main:574] : INFO : Epoch 1855 | loss: 0.0311989 | val_loss: 0.0312289 | Time: 1464.85 ms [2022-04-24 16:22:02 main:574] : INFO : Epoch 1856 | loss: 0.0312288 | val_loss: 0.0312264 | Time: 1432.75 ms [2022-04-24 16:22:03 main:574] : INFO : Epoch 1857 | loss: 0.0312233 | val_loss: 0.0312234 | Time: 1436.41 ms [2022-04-24 16:22:05 main:574] : INFO : Epoch 1858 | loss: 0.0312205 | val_loss: 0.03122 | Time: 1477.34 ms [2022-04-24 16:22:06 main:574] : INFO : Epoch 1859 | loss: 0.0312167 | val_loss: 0.0312197 | Time: 1438.54 ms [2022-04-24 16:22:08 main:574] : INFO : Epoch 1860 | loss: 0.0312151 | val_loss: 0.0312185 | Time: 1438.57 ms [2022-04-24 16:22:09 main:574] : INFO : Epoch 1861 | loss: 0.0312137 | val_loss: 0.0312173 | Time: 1444.41 ms [2022-04-24 16:22:11 main:574] : INFO : Epoch 1862 | loss: 0.0312092 | val_loss: 0.0312102 | Time: 1453 ms [2022-04-24 16:22:12 main:574] : INFO : Epoch 1863 | loss: 0.0312074 | val_loss: 0.0312089 | Time: 1450.96 ms [2022-04-24 16:22:14 main:574] : INFO : Epoch 1864 | loss: 0.0312049 | val_loss: 0.0312094 | Time: 1437.5 ms [2022-04-24 16:22:15 main:574] : INFO : Epoch 1865 | loss: 0.0312057 | val_loss: 0.0312084 | Time: 1443.95 ms [2022-04-24 16:22:17 main:574] : INFO : Epoch 1866 | loss: 0.0312075 | val_loss: 0.0312092 | Time: 1451.67 ms [2022-04-24 16:22:18 main:574] : INFO : Epoch 1867 | loss: 0.0312062 | val_loss: 0.0312051 | Time: 1438.83 ms [2022-04-24 16:22:19 main:574] : INFO : Epoch 1868 | loss: 0.0312046 | val_loss: 0.0312114 | Time: 1422.36 ms [2022-04-24 16:22:21 main:574] : INFO : Epoch 1869 | loss: 0.0312046 | val_loss: 0.0312055 | Time: 1460.46 ms [2022-04-24 16:22:22 main:574] : INFO : Epoch 1870 | loss: 0.0312023 | val_loss: 0.0312076 | Time: 1441.62 ms [2022-04-24 16:22:24 main:574] : INFO : Epoch 1871 | loss: 0.0312016 | val_loss: 0.0312075 | Time: 1474.13 ms [2022-04-24 16:22:25 main:574] : INFO : Epoch 1872 | loss: 0.0312026 | val_loss: 0.031206 | Time: 1447.03 ms [2022-04-24 16:22:27 main:574] : INFO : Epoch 1873 | loss: 0.0312027 | val_loss: 0.0312089 | Time: 1457.72 ms [2022-04-24 16:22:28 main:574] : INFO : Epoch 1874 | loss: 0.0311989 | val_loss: 0.0312036 | Time: 1433.21 ms [2022-04-24 16:22:30 main:574] : INFO : Epoch 1875 | loss: 0.031198 | val_loss: 0.0312035 | Time: 1448.57 ms [2022-04-24 16:22:31 main:574] : INFO : Epoch 1876 | loss: 0.0312004 | val_loss: 0.0312033 | Time: 1460.03 ms [2022-04-24 16:22:33 main:574] : INFO : Epoch 1877 | loss: 0.0311991 | val_loss: 0.031205 | Time: 1441.87 ms [2022-04-24 16:22:34 main:574] : INFO : Epoch 1878 | loss: 0.0311983 | val_loss: 0.0312034 | Time: 1427.78 ms [2022-04-24 16:22:36 main:574] : INFO : Epoch 1879 | loss: 0.0311971 | val_loss: 0.0312049 | Time: 1448.4 ms [2022-04-24 16:22:37 main:574] : INFO : Epoch 1880 | loss: 0.0311992 | val_loss: 0.0312054 | Time: 1469.6 ms [2022-04-24 16:22:39 main:574] : INFO : Epoch 1881 | loss: 0.0312007 | val_loss: 0.0312072 | Time: 1439.96 ms [2022-04-24 16:22:40 main:574] : INFO : Epoch 1882 | loss: 0.0311993 | val_loss: 0.0312054 | Time: 1474.05 ms [2022-04-24 16:22:41 main:574] : INFO : Epoch 1883 | loss: 0.0311981 | val_loss: 0.0312059 | Time: 1419.05 ms [2022-04-24 16:22:43 main:574] : INFO : Epoch 1884 | loss: 0.0311982 | val_loss: 0.0312085 | Time: 1415.7 ms [2022-04-24 16:22:44 main:574] : INFO : Epoch 1885 | loss: 0.0311987 | val_loss: 0.0312066 | Time: 1459.8 ms [2022-04-24 16:22:46 main:574] : INFO : Epoch 1886 | loss: 0.0311989 | val_loss: 0.0312058 | Time: 1429.92 ms [2022-04-24 16:22:47 main:574] : INFO : Epoch 1887 | loss: 0.0311969 | val_loss: 0.0312044 | Time: 1438.89 ms [2022-04-24 16:22:49 main:574] : INFO : Epoch 1888 | loss: 0.0311959 | val_loss: 0.0312039 | Time: 1490.31 ms [2022-04-24 16:22:50 main:574] : INFO : Epoch 1889 | loss: 0.0311953 | val_loss: 0.0312075 | Time: 1442.28 ms [2022-04-24 16:22:52 main:574] : INFO : Epoch 1890 | loss: 0.0311963 | val_loss: 0.0312088 | Time: 1440.16 ms [2022-04-24 16:22:53 main:574] : INFO : Epoch 1891 | loss: 0.0311966 | val_loss: 0.0312059 | Time: 1452.35 ms [2022-04-24 16:22:55 main:574] : INFO : Epoch 1892 | loss: 0.0311961 | val_loss: 0.0312043 | Time: 1440.74 ms [2022-04-24 16:22:56 main:574] : INFO : Epoch 1893 | loss: 0.0311954 | val_loss: 0.0312035 | Time: 1481.35 ms [2022-04-24 16:22:58 main:574] : INFO : Epoch 1894 | loss: 0.0311961 | val_loss: 0.0312021 | Time: 1440.67 ms [2022-04-24 16:22:59 main:574] : INFO : Epoch 1895 | loss: 0.0311958 | val_loss: 0.0312031 | Time: 1433.96 ms [2022-04-24 16:23:00 main:574] : INFO : Epoch 1896 | loss: 0.0311951 | val_loss: 0.031202 | Time: 1484.72 ms [2022-04-24 16:23:02 main:574] : INFO : Epoch 1897 | loss: 0.0311953 | val_loss: 0.0312067 | Time: 1436.57 ms [2022-04-24 16:23:03 main:574] : INFO : Epoch 1898 | loss: 0.0311951 | val_loss: 0.0312046 | Time: 1436.25 ms [2022-04-24 16:23:05 main:574] : INFO : Epoch 1899 | loss: 0.0311954 | val_loss: 0.0312024 | Time: 1429.7 ms [2022-04-24 16:23:06 main:574] : INFO : Epoch 1900 | loss: 0.0311929 | val_loss: 0.0312046 | Time: 1443.31 ms [2022-04-24 16:23:08 main:574] : INFO : Epoch 1901 | loss: 0.0311941 | val_loss: 0.0312045 | Time: 1444.98 ms [2022-04-24 16:23:09 main:574] : INFO : Epoch 1902 | loss: 0.0311946 | val_loss: 0.031205 | Time: 1414.31 ms [2022-04-24 16:23:11 main:574] : INFO : Epoch 1903 | loss: 0.0311964 | val_loss: 0.0312028 | Time: 1460.66 ms [2022-04-24 16:23:12 main:574] : INFO : Epoch 1904 | loss: 0.0311939 | val_loss: 0.0312025 | Time: 1421.52 ms [2022-04-24 16:23:14 main:574] : INFO : Epoch 1905 | loss: 0.031193 | val_loss: 0.0312037 | Time: 1452.5 ms [2022-04-24 16:23:15 main:574] : INFO : Epoch 1906 | loss: 0.0311939 | val_loss: 0.0312064 | Time: 1416.48 ms [2022-04-24 16:23:16 main:574] : INFO : Epoch 1907 | loss: 0.0311934 | val_loss: 0.0312032 | Time: 1449.28 ms [2022-04-24 16:23:18 main:574] : INFO : Epoch 1908 | loss: 0.031194 | val_loss: 0.0312018 | Time: 1432.6 ms [2022-04-24 16:23:19 main:574] : INFO : Epoch 1909 | loss: 0.0311954 | val_loss: 0.0312037 | Time: 1441.41 ms [2022-04-24 16:23:21 main:574] : INFO : Epoch 1910 | loss: 0.0311924 | val_loss: 0.0312032 | Time: 1447.44 ms [2022-04-24 16:23:22 main:574] : INFO : Epoch 1911 | loss: 0.0311917 | val_loss: 0.0312069 | Time: 1412.96 ms [2022-04-24 16:23:24 main:574] : INFO : Epoch 1912 | loss: 0.0311935 | val_loss: 0.0312066 | Time: 1423.61 ms [2022-04-24 16:23:25 main:574] : INFO : Epoch 1913 | loss: 0.0311929 | val_loss: 0.0312052 | Time: 1440.56 ms [2022-04-24 16:23:27 main:574] : INFO : Epoch 1914 | loss: 0.031192 | val_loss: 0.0312007 | Time: 1468.94 ms [2022-04-24 16:23:28 main:574] : INFO : Epoch 1915 | loss: 0.0311913 | val_loss: 0.0312045 | Time: 1433.34 ms [2022-04-24 16:23:29 main:574] : INFO : Epoch 1916 | loss: 0.0311927 | val_loss: 0.0312031 | Time: 1465.24 ms [2022-04-24 16:23:31 main:574] : INFO : Epoch 1917 | loss: 0.0311902 | val_loss: 0.0312054 | Time: 1436.55 ms [2022-04-24 16:23:32 main:574] : INFO : Epoch 1918 | loss: 0.0311922 | val_loss: 0.0312039 | Time: 1443.26 ms [2022-04-24 16:23:34 main:574] : INFO : Epoch 1919 | loss: 0.0311924 | val_loss: 0.031203 | Time: 1462.29 ms [2022-04-24 16:23:35 main:574] : INFO : Epoch 1920 | loss: 0.0311916 | val_loss: 0.031201 | Time: 1440.36 ms [2022-04-24 16:23:37 main:574] : INFO : Epoch 1921 | loss: 0.0311917 | val_loss: 0.0312012 | Time: 1445.65 ms [2022-04-24 16:23:38 main:574] : INFO : Epoch 1922 | loss: 0.0311915 | val_loss: 0.0312006 | Time: 1446.13 ms [2022-04-24 16:23:40 main:574] : INFO : Epoch 1923 | loss: 0.0311912 | val_loss: 0.0312006 | Time: 1414.9 ms [2022-04-24 16:23:41 main:574] : INFO : Epoch 1924 | loss: 0.031192 | val_loss: 0.0312067 | Time: 1442.94 ms [2022-04-24 16:23:43 main:574] : INFO : Epoch 1925 | loss: 0.0311928 | val_loss: 0.0312013 | Time: 1458.64 ms [2022-04-24 16:23:44 main:574] : INFO : Epoch 1926 | loss: 0.0311919 | val_loss: 0.0312007 | Time: 1460.32 ms [2022-04-24 16:23:46 main:574] : INFO : Epoch 1927 | loss: 0.0311911 | val_loss: 0.0312003 | Time: 1419.84 ms [2022-04-24 16:23:47 main:574] : INFO : Epoch 1928 | loss: 0.0311912 | val_loss: 0.031207 | Time: 1425.61 ms [2022-04-24 16:23:49 main:574] : INFO : Epoch 1929 | loss: 0.0311939 | val_loss: 0.0312033 | Time: 1501.75 ms [2022-04-24 16:23:50 main:574] : INFO : Epoch 1930 | loss: 0.0311919 | val_loss: 0.0311985 | Time: 1473.59 ms [2022-04-24 16:23:51 main:574] : INFO : Epoch 1931 | loss: 0.0311906 | val_loss: 0.0311987 | Time: 1457.64 ms [2022-04-24 16:23:53 main:574] : INFO : Epoch 1932 | loss: 0.0311915 | val_loss: 0.031203 | Time: 1422.08 ms [2022-04-24 16:23:54 main:574] : INFO : Epoch 1933 | loss: 0.0311945 | val_loss: 0.0312026 | Time: 1433.13 ms [2022-04-24 16:23:56 main:574] : INFO : Epoch 1934 | loss: 0.031196 | val_loss: 0.0312027 | Time: 1449.21 ms [2022-04-24 16:23:57 main:574] : INFO : Epoch 1935 | loss: 0.0311944 | val_loss: 0.031204 | Time: 1449.87 ms [2022-04-24 16:23:59 main:574] : INFO : Epoch 1936 | loss: 0.0311951 | val_loss: 0.0312051 | Time: 1435.86 ms [2022-04-24 16:24:00 main:574] : INFO : Epoch 1937 | loss: 0.0311973 | val_loss: 0.0312046 | Time: 1443.85 ms [2022-04-24 16:24:02 main:574] : INFO : Epoch 1938 | loss: 0.0311966 | val_loss: 0.0312045 | Time: 1438 ms [2022-04-24 16:24:03 main:574] : INFO : Epoch 1939 | loss: 0.0311954 | val_loss: 0.0312041 | Time: 1453.63 ms [2022-04-24 16:24:05 main:574] : INFO : Epoch 1940 | loss: 0.0311969 | val_loss: 0.0312109 | Time: 1459.59 ms [2022-04-24 16:24:06 main:574] : INFO : Epoch 1941 | loss: 0.0311987 | val_loss: 0.0312043 | Time: 1433.59 ms [2022-04-24 16:24:07 main:574] : INFO : Epoch 1942 | loss: 0.0311945 | val_loss: 0.03121 | Time: 1415.79 ms [2022-04-24 16:24:09 main:574] : INFO : Epoch 1943 | loss: 0.0311955 | val_loss: 0.031205 | Time: 1439.31 ms [2022-04-24 16:24:10 main:574] : INFO : Epoch 1944 | loss: 0.0311924 | val_loss: 0.0312056 | Time: 1427.72 ms [2022-04-24 16:24:12 main:574] : INFO : Epoch 1945 | loss: 0.031192 | val_loss: 0.0312016 | Time: 1479.1 ms [2022-04-24 16:24:13 main:574] : INFO : Epoch 1946 | loss: 0.0311928 | val_loss: 0.031203 | Time: 1443.81 ms [2022-04-24 16:24:15 main:574] : INFO : Epoch 1947 | loss: 0.0311914 | val_loss: 0.0312012 | Time: 1433.05 ms [2022-04-24 16:24:16 main:574] : INFO : Epoch 1948 | loss: 0.0311901 | val_loss: 0.0312009 | Time: 1461.68 ms [2022-04-24 16:24:18 main:574] : INFO : Epoch 1949 | loss: 0.0311925 | val_loss: 0.0312015 | Time: 1450.97 ms [2022-04-24 16:24:19 main:574] : INFO : Epoch 1950 | loss: 0.0311903 | val_loss: 0.0311994 | Time: 1457.57 ms [2022-04-24 16:24:21 main:574] : INFO : Epoch 1951 | loss: 0.03119 | val_loss: 0.0312028 | Time: 1429.34 ms [2022-04-24 16:24:22 main:574] : INFO : Epoch 1952 | loss: 0.0311923 | val_loss: 0.0312028 | Time: 1482.43 ms [2022-04-24 16:24:24 main:574] : INFO : Epoch 1953 | loss: 0.0311896 | val_loss: 0.0312062 | Time: 1461.04 ms [2022-04-24 16:24:25 main:574] : INFO : Epoch 1954 | loss: 0.0311911 | val_loss: 0.0312018 | Time: 1435.97 ms [2022-04-24 16:24:26 main:574] : INFO : Epoch 1955 | loss: 0.0311895 | val_loss: 0.0312006 | Time: 1424.96 ms [2022-04-24 16:24:28 main:574] : INFO : Epoch 1956 | loss: 0.0311886 | val_loss: 0.0312007 | Time: 1450.79 ms [2022-04-24 16:24:29 main:574] : INFO : Epoch 1957 | loss: 0.0311885 | val_loss: 0.0312007 | Time: 1462.16 ms [2022-04-24 16:24:31 main:574] : INFO : Epoch 1958 | loss: 0.0311894 | val_loss: 0.0312021 | Time: 1448.25 ms [2022-04-24 16:24:32 main:574] : INFO : Epoch 1959 | loss: 0.031189 | val_loss: 0.0312002 | Time: 1460.24 ms [2022-04-24 16:24:34 main:574] : INFO : Epoch 1960 | loss: 0.0311879 | val_loss: 0.0311989 | Time: 1478.39 ms [2022-04-24 16:24:35 main:574] : INFO : Epoch 1961 | loss: 0.0311885 | val_loss: 0.0312008 | Time: 1416.93 ms [2022-04-24 16:24:37 main:574] : INFO : Epoch 1962 | loss: 0.0311888 | val_loss: 0.0311998 | Time: 1443.72 ms [2022-04-24 16:24:38 main:574] : INFO : Epoch 1963 | loss: 0.0311885 | val_loss: 0.0311998 | Time: 1421.73 ms [2022-04-24 16:24:40 main:574] : INFO : Epoch 1964 | loss: 0.0311886 | val_loss: 0.0311993 | Time: 1464.28 ms [2022-04-24 16:24:41 main:574] : INFO : Epoch 1965 | loss: 0.0311891 | val_loss: 0.0312046 | Time: 1430.56 ms [2022-04-24 16:24:42 main:574] : INFO : Epoch 1966 | loss: 0.0311916 | val_loss: 0.0312001 | Time: 1454.61 ms [2022-04-24 16:24:44 main:574] : INFO : Epoch 1967 | loss: 0.0311923 | val_loss: 0.0312026 | Time: 1441.23 ms [2022-04-24 16:24:45 main:574] : INFO : Epoch 1968 | loss: 0.0311912 | val_loss: 0.0312021 | Time: 1449.03 ms [2022-04-24 16:24:47 main:574] : INFO : Epoch 1969 | loss: 0.0311902 | val_loss: 0.0312002 | Time: 1436.87 ms [2022-04-24 16:24:48 main:574] : INFO : Epoch 1970 | loss: 0.0311875 | val_loss: 0.0311989 | Time: 1477.94 ms [2022-04-24 16:24:50 main:574] : INFO : Epoch 1971 | loss: 0.0311889 | val_loss: 0.0311992 | Time: 1455.04 ms [2022-04-24 16:24:51 main:574] : INFO : Epoch 1972 | loss: 0.0311876 | val_loss: 0.031199 | Time: 1472.95 ms [2022-04-24 16:24:53 main:574] : INFO : Epoch 1973 | loss: 0.0311882 | val_loss: 0.0312022 | Time: 1433.29 ms [2022-04-24 16:24:54 main:574] : INFO : Epoch 1974 | loss: 0.031188 | val_loss: 0.0311995 | Time: 1434.45 ms [2022-04-24 16:24:56 main:574] : INFO : Epoch 1975 | loss: 0.0311871 | val_loss: 0.0311992 | Time: 1433.56 ms [2022-04-24 16:24:57 main:574] : INFO : Epoch 1976 | loss: 0.0311859 | val_loss: 0.0311983 | Time: 1460.41 ms [2022-04-24 16:24:59 main:574] : INFO : Epoch 1977 | loss: 0.0311865 | val_loss: 0.0311997 | Time: 1435.97 ms [2022-04-24 16:25:00 main:574] : INFO : Epoch 1978 | loss: 0.031187 | val_loss: 0.0311995 | Time: 1438.58 ms [2022-04-24 16:25:01 main:574] : INFO : Epoch 1979 | loss: 0.0311866 | val_loss: 0.0311988 | Time: 1439.1 ms [2022-04-24 16:25:03 main:574] : INFO : Epoch 1980 | loss: 0.0311851 | val_loss: 0.0312008 | Time: 1455.09 ms [2022-04-24 16:25:04 main:574] : INFO : Epoch 1981 | loss: 0.031188 | val_loss: 0.0312025 | Time: 1465.41 ms [2022-04-24 16:25:06 main:574] : INFO : Epoch 1982 | loss: 0.0311913 | val_loss: 0.0312077 | Time: 1408 ms [2022-04-24 16:25:07 main:574] : INFO : Epoch 1983 | loss: 0.0311884 | val_loss: 0.0312021 | Time: 1431.9 ms [2022-04-24 16:25:09 main:574] : INFO : Epoch 1984 | loss: 0.0311859 | val_loss: 0.0312009 | Time: 1444.69 ms [2022-04-24 16:25:10 main:574] : INFO : Epoch 1985 | loss: 0.0311868 | val_loss: 0.0312081 | Time: 1428.96 ms [2022-04-24 16:25:12 main:574] : INFO : Epoch 1986 | loss: 0.0311874 | val_loss: 0.0311983 | Time: 1474.63 ms [2022-04-24 16:25:13 main:574] : INFO : Epoch 1987 | loss: 0.0311848 | val_loss: 0.0311985 | Time: 1421.99 ms [2022-04-24 16:25:15 main:574] : INFO : Epoch 1988 | loss: 0.0311854 | val_loss: 0.0311987 | Time: 1461.74 ms [2022-04-24 16:25:16 main:574] : INFO : Epoch 1989 | loss: 0.031185 | val_loss: 0.0311981 | Time: 1424.77 ms [2022-04-24 16:25:17 main:574] : INFO : Epoch 1990 | loss: 0.0311861 | val_loss: 0.0312001 | Time: 1423.48 ms [2022-04-24 16:25:19 main:574] : INFO : Epoch 1991 | loss: 0.0311864 | val_loss: 0.0311988 | Time: 1465.27 ms [2022-04-24 16:25:20 main:574] : INFO : Epoch 1992 | loss: 0.0311855 | val_loss: 0.0311982 | Time: 1479.71 ms [2022-04-24 16:25:22 main:574] : INFO : Epoch 1993 | loss: 0.0311851 | val_loss: 0.0311992 | Time: 1424.69 ms [2022-04-24 16:25:23 main:574] : INFO : Epoch 1994 | loss: 0.0311865 | val_loss: 0.0311992 | Time: 1422.55 ms [2022-04-24 16:25:25 main:574] : INFO : Epoch 1995 | loss: 0.0311859 | val_loss: 0.0311993 | Time: 1454.16 ms [2022-04-24 16:25:26 main:574] : INFO : Epoch 1996 | loss: 0.0311855 | val_loss: 0.0312015 | Time: 1425.58 ms [2022-04-24 16:25:28 main:574] : INFO : Epoch 1997 | loss: 0.0311852 | val_loss: 0.0311972 | Time: 1444.12 ms [2022-04-24 16:25:29 main:574] : INFO : Epoch 1998 | loss: 0.0311846 | val_loss: 0.0312018 | Time: 1456.13 ms [2022-04-24 16:25:31 main:574] : INFO : Epoch 1999 | loss: 0.0311879 | val_loss: 0.0311975 | Time: 1446.02 ms [2022-04-24 16:25:32 main:574] : INFO : Epoch 2000 | loss: 0.0311866 | val_loss: 0.0312066 | Time: 1443.39 ms [2022-04-24 16:25:33 main:574] : INFO : Epoch 2001 | loss: 0.0311905 | val_loss: 0.0312047 | Time: 1444.98 ms [2022-04-24 16:25:35 main:574] : INFO : Epoch 2002 | loss: 0.0311877 | val_loss: 0.0312008 | Time: 1439.32 ms [2022-04-24 16:25:36 main:574] : INFO : Epoch 2003 | loss: 0.0311859 | val_loss: 0.0311975 | Time: 1441.43 ms [2022-04-24 16:25:38 main:574] : INFO : Epoch 2004 | loss: 0.0311868 | val_loss: 0.0311971 | Time: 1440.54 ms [2022-04-24 16:25:39 main:574] : INFO : Epoch 2005 | loss: 0.0311849 | val_loss: 0.0311985 | Time: 1428.55 ms [2022-04-24 16:25:41 main:574] : INFO : Epoch 2006 | loss: 0.0311851 | val_loss: 0.0311991 | Time: 1421.77 ms [2022-04-24 16:25:42 main:574] : INFO : Epoch 2007 | loss: 0.0311869 | val_loss: 0.0311991 | Time: 1448.68 ms [2022-04-24 16:25:44 main:574] : INFO : Epoch 2008 | loss: 0.0311852 | val_loss: 0.0312022 | Time: 1436.98 ms [2022-04-24 16:25:45 main:574] : INFO : Epoch 2009 | loss: 0.0311865 | val_loss: 0.0312014 | Time: 1446.6 ms [2022-04-24 16:25:46 main:574] : INFO : Epoch 2010 | loss: 0.0311862 | val_loss: 0.0312041 | Time: 1432.86 ms [2022-04-24 16:25:48 main:574] : INFO : Epoch 2011 | loss: 0.0311888 | val_loss: 0.0312033 | Time: 1460.18 ms [2022-04-24 16:25:49 main:574] : INFO : Epoch 2012 | loss: 0.0311875 | val_loss: 0.0311969 | Time: 1480.04 ms [2022-04-24 16:25:51 main:574] : INFO : Epoch 2013 | loss: 0.0311845 | val_loss: 0.0311988 | Time: 1434.51 ms [2022-04-24 16:25:52 main:574] : INFO : Epoch 2014 | loss: 0.0311839 | val_loss: 0.0311969 | Time: 1445.39 ms [2022-04-24 16:25:54 main:574] : INFO : Epoch 2015 | loss: 0.0311833 | val_loss: 0.0311988 | Time: 1457.57 ms [2022-04-24 16:25:55 main:574] : INFO : Epoch 2016 | loss: 0.0311833 | val_loss: 0.0311983 | Time: 1453.53 ms [2022-04-24 16:25:57 main:574] : INFO : Epoch 2017 | loss: 0.0311833 | val_loss: 0.0311982 | Time: 1457.02 ms [2022-04-24 16:25:58 main:574] : INFO : Epoch 2018 | loss: 0.0311832 | val_loss: 0.0311962 | Time: 1409.44 ms [2022-04-24 16:26:00 main:574] : INFO : Epoch 2019 | loss: 0.0311844 | val_loss: 0.0312044 | Time: 1423.23 ms [2022-04-24 16:26:01 main:574] : INFO : Epoch 2020 | loss: 0.0311856 | val_loss: 0.0311969 | Time: 1439.65 ms [2022-04-24 16:26:03 main:574] : INFO : Epoch 2021 | loss: 0.0311833 | val_loss: 0.0312038 | Time: 1478.51 ms [2022-04-24 16:26:04 main:574] : INFO : Epoch 2022 | loss: 0.0311837 | val_loss: 0.0312008 | Time: 1439.41 ms [2022-04-24 16:26:06 main:574] : INFO : Epoch 2023 | loss: 0.0311863 | val_loss: 0.0312009 | Time: 1459.76 ms [2022-04-24 16:26:07 main:574] : INFO : Epoch 2024 | loss: 0.0311853 | val_loss: 0.0312056 | Time: 1458.54 ms [2022-04-24 16:26:08 main:574] : INFO : Epoch 2025 | loss: 0.0311844 | val_loss: 0.0312015 | Time: 1482.91 ms [2022-04-24 16:26:10 main:574] : INFO : Epoch 2026 | loss: 0.0311831 | val_loss: 0.0311971 | Time: 1478.38 ms [2022-04-24 16:26:11 main:574] : INFO : Epoch 2027 | loss: 0.0311833 | val_loss: 0.031201 | Time: 1442.88 ms [2022-04-24 16:26:13 main:574] : INFO : Epoch 2028 | loss: 0.0311829 | val_loss: 0.0311977 | Time: 1503.85 ms [2022-04-24 16:26:14 main:574] : INFO : Epoch 2029 | loss: 0.0311821 | val_loss: 0.0312001 | Time: 1433.5 ms [2022-04-24 16:26:16 main:574] : INFO : Epoch 2030 | loss: 0.0311831 | val_loss: 0.0312001 | Time: 1436.99 ms [2022-04-24 16:26:17 main:574] : INFO : Epoch 2031 | loss: 0.0311855 | val_loss: 0.0311995 | Time: 1444.87 ms [2022-04-24 16:26:19 main:574] : INFO : Epoch 2032 | loss: 0.0311854 | val_loss: 0.0312005 | Time: 1444.16 ms [2022-04-24 16:26:20 main:574] : INFO : Epoch 2033 | loss: 0.0311861 | val_loss: 0.0312017 | Time: 1413.76 ms [2022-04-24 16:26:22 main:574] : INFO : Epoch 2034 | loss: 0.0311856 | val_loss: 0.0311993 | Time: 1438.39 ms [2022-04-24 16:26:23 main:574] : INFO : Epoch 2035 | loss: 0.0311857 | val_loss: 0.031199 | Time: 1447.95 ms [2022-04-24 16:26:25 main:574] : INFO : Epoch 2036 | loss: 0.0311858 | val_loss: 0.0311986 | Time: 1451.29 ms [2022-04-24 16:26:26 main:574] : INFO : Epoch 2037 | loss: 0.0311845 | val_loss: 0.0311991 | Time: 1409.95 ms [2022-04-24 16:26:27 main:574] : INFO : Epoch 2038 | loss: 0.031185 | val_loss: 0.0312029 | Time: 1440.31 ms [2022-04-24 16:26:29 main:574] : INFO : Epoch 2039 | loss: 0.0311852 | val_loss: 0.0311997 | Time: 1444.1 ms [2022-04-24 16:26:30 main:574] : INFO : Epoch 2040 | loss: 0.0311851 | val_loss: 0.0311984 | Time: 1443.46 ms [2022-04-24 16:26:32 main:574] : INFO : Epoch 2041 | loss: 0.0311843 | val_loss: 0.0312001 | Time: 1431.83 ms [2022-04-24 16:26:33 main:574] : INFO : Epoch 2042 | loss: 0.0311836 | val_loss: 0.031201 | Time: 1462.62 ms [2022-04-24 16:26:35 main:574] : INFO : Epoch 2043 | loss: 0.0311833 | val_loss: 0.0312015 | Time: 1478.37 ms [2022-04-24 16:26:36 main:574] : INFO : Epoch 2044 | loss: 0.031185 | val_loss: 0.0311997 | Time: 1428.89 ms [2022-04-24 16:26:38 main:574] : INFO : Epoch 2045 | loss: 0.0311851 | val_loss: 0.031203 | Time: 1436.19 ms [2022-04-24 16:26:39 main:574] : INFO : Epoch 2046 | loss: 0.031186 | val_loss: 0.0311995 | Time: 1449.37 ms [2022-04-24 16:26:41 main:574] : INFO : Epoch 2047 | loss: 0.0311874 | val_loss: 0.0312019 | Time: 1429.33 ms [2022-04-24 16:26:42 main:574] : INFO : Epoch 2048 | loss: 0.0311868 | val_loss: 0.0312011 | Time: 1444.26 ms [2022-04-24 16:26:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312011 [2022-04-24 16:26:42 main:603] : INFO : Saving end state to config to file [2022-04-24 16:26:42 main:608] : INFO : Success, exiting.. 16:26:42 (80592): 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)