Task 10944570
| Name | ParityModified-1639946598-20746-1-0_1 |
| Workunit | 7578891 |
| Created | 21 Jan 2022, 19:53:04 UTC |
| Sent | 21 Jan 2022, 21:45:54 UTC |
| Report deadline | 29 Jan 2022, 21:45:54 UTC |
| Received | 22 Jan 2022, 12:26:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14388 |
| Run time | 52 min 51 sec |
| CPU time | 45 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,292.17 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.50 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 03:11:10 main:574] : INFO : Epoch 1542 | loss: 0.0311636 | val_loss: 0.0311818 | Time: 1457.7 ms [2022-01-22 03:11:12 main:574] : INFO : Epoch 1543 | loss: 0.0311632 | val_loss: 0.031181 | Time: 1569.71 ms [2022-01-22 03:11:13 main:574] : INFO : Epoch 1544 | loss: 0.0311623 | val_loss: 0.0311806 | Time: 1515.53 ms [2022-01-22 03:11:15 main:574] : INFO : Epoch 1545 | loss: 0.0311644 | val_loss: 0.0311786 | Time: 1479.84 ms [2022-01-22 03:11:16 main:574] : INFO : Epoch 1546 | loss: 0.0311645 | val_loss: 0.0311783 | Time: 1456.29 ms [2022-01-22 03:11:18 main:574] : INFO : Epoch 1547 | loss: 0.031163 | val_loss: 0.0311814 | Time: 1460.61 ms [2022-01-22 03:11:19 main:574] : INFO : Epoch 1548 | loss: 0.031163 | val_loss: 0.03118 | Time: 1531.68 ms [2022-01-22 03:11:21 main:574] : INFO : Epoch 1549 | loss: 0.031165 | val_loss: 0.0311897 | Time: 1534.57 ms [2022-01-22 03:11:22 main:574] : INFO : Epoch 1550 | loss: 0.0311676 | val_loss: 0.031189 | Time: 1456.66 ms [2022-01-22 03:11:24 main:574] : INFO : Epoch 1551 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 1449.62 ms [2022-01-22 03:11:25 main:574] : INFO : Epoch 1552 | loss: 0.0311658 | val_loss: 0.0311829 | Time: 1464.04 ms [2022-01-22 03:11:27 main:574] : INFO : Epoch 1553 | loss: 0.031163 | val_loss: 0.0311794 | Time: 1440.15 ms [2022-01-22 03:11:28 main:574] : INFO : Epoch 1554 | loss: 0.0311613 | val_loss: 0.0311815 | Time: 1503.61 ms [2022-01-22 03:11:30 main:574] : INFO : Epoch 1555 | loss: 0.0311639 | val_loss: 0.0311796 | Time: 1464.82 ms [2022-01-22 03:11:31 main:574] : INFO : Epoch 1556 | loss: 0.0311667 | val_loss: 0.031182 | Time: 1545.69 ms [2022-01-22 03:11:33 main:574] : INFO : Epoch 1557 | loss: 0.0311642 | val_loss: 0.0311793 | Time: 1461.82 ms [2022-01-22 03:11:35 main:574] : INFO : Epoch 1558 | loss: 0.031162 | val_loss: 0.0311802 | Time: 2314.28 ms [2022-01-22 03:11:36 main:574] : INFO : Epoch 1559 | loss: 0.0311618 | val_loss: 0.0311808 | Time: 1446.19 ms [2022-01-22 03:11:38 main:574] : INFO : Epoch 1560 | loss: 0.0311619 | val_loss: 0.031182 | Time: 1551.34 ms [2022-01-22 03:11:40 main:574] : INFO : Epoch 1561 | loss: 0.0311635 | val_loss: 0.031186 | Time: 1488.99 ms [2022-01-22 03:11:41 main:574] : INFO : Epoch 1562 | loss: 0.0311657 | val_loss: 0.0311837 | Time: 1467.45 ms [2022-01-22 03:11:43 main:574] : INFO : Epoch 1563 | loss: 0.031162 | val_loss: 0.0311812 | Time: 1513.82 ms [2022-01-22 03:11:44 main:574] : INFO : Epoch 1564 | loss: 0.0311614 | val_loss: 0.03118 | Time: 1491.92 ms [2022-01-22 03:11:46 main:574] : INFO : Epoch 1565 | loss: 0.0311628 | val_loss: 0.0311819 | Time: 1531.64 ms [2022-01-22 03:11:47 main:574] : INFO : Epoch 1566 | loss: 0.0311606 | val_loss: 0.0311827 | Time: 1437.42 ms [2022-01-22 03:11:48 main:574] : INFO : Epoch 1567 | loss: 0.0311617 | val_loss: 0.0311788 | Time: 1453.55 ms [2022-01-22 03:11:50 main:574] : INFO : Epoch 1568 | loss: 0.0311593 | val_loss: 0.0311791 | Time: 1511.12 ms [2022-01-22 03:11:52 main:574] : INFO : Epoch 1569 | loss: 0.0311625 | val_loss: 0.0311923 | Time: 1548.02 ms [2022-01-22 03:11:53 main:574] : INFO : Epoch 1570 | loss: 0.0311717 | val_loss: 0.031195 | Time: 1495.77 ms [2022-01-22 03:11:55 main:574] : INFO : Epoch 1571 | loss: 0.0311682 | val_loss: 0.0311971 | Time: 1466.69 ms [2022-01-22 03:11:56 main:574] : INFO : Epoch 1572 | loss: 0.0311684 | val_loss: 0.0311841 | Time: 1502.48 ms [2022-01-22 03:11:57 main:574] : INFO : Epoch 1573 | loss: 0.0311677 | val_loss: 0.0311829 | Time: 1472.42 ms [2022-01-22 03:11:59 main:574] : INFO : Epoch 1574 | loss: 0.0311638 | val_loss: 0.0311792 | Time: 1520.86 ms [2022-01-22 03:12:01 main:574] : INFO : Epoch 1575 | loss: 0.0311625 | val_loss: 0.0311795 | Time: 1537.76 ms [2022-01-22 03:12:02 main:574] : INFO : Epoch 1576 | loss: 0.0311626 | val_loss: 0.0311805 | Time: 1477.12 ms [2022-01-22 03:12:04 main:574] : INFO : Epoch 1577 | loss: 0.0311621 | val_loss: 0.0311774 | Time: 1440.38 ms [2022-01-22 03:12:05 main:574] : INFO : Epoch 1578 | loss: 0.0311625 | val_loss: 0.0311846 | Time: 1461.25 ms [2022-01-22 03:12:06 main:574] : INFO : Epoch 1579 | loss: 0.031164 | val_loss: 0.0311809 | Time: 1455.59 ms [2022-01-22 03:12:08 main:574] : INFO : Epoch 1580 | loss: 0.0311636 | val_loss: 0.0311809 | Time: 1570.18 ms [2022-01-22 03:12:09 main:574] : INFO : Epoch 1581 | loss: 0.0311671 | val_loss: 0.0311811 | Time: 1466.18 ms [2022-01-22 03:12:11 main:574] : INFO : Epoch 1582 | loss: 0.0311665 | val_loss: 0.0311795 | Time: 1452.51 ms [2022-01-22 03:12:12 main:574] : INFO : Epoch 1583 | loss: 0.0311647 | val_loss: 0.0311826 | Time: 1461.84 ms [2022-01-22 03:12:24 main:574] : INFO : Epoch 1584 | loss: 0.0311624 | val_loss: 0.0311843 | Time: 11632.6 ms [2022-01-22 03:12:26 main:574] : INFO : Epoch 1585 | loss: 0.0311638 | val_loss: 0.0311812 | Time: 1463.22 ms [2022-01-22 03:12:27 main:574] : INFO : Epoch 1586 | loss: 0.0311625 | val_loss: 0.0311809 | Time: 1457.04 ms [2022-01-22 03:12:29 main:574] : INFO : Epoch 1587 | loss: 0.031163 | val_loss: 0.0311807 | Time: 1635.78 ms [2022-01-22 03:12:30 main:574] : INFO : Epoch 1588 | loss: 0.031163 | val_loss: 0.0311786 | Time: 1483.55 ms [2022-01-22 03:12:32 main:574] : INFO : Epoch 1589 | loss: 0.0311637 | val_loss: 0.0311808 | Time: 1526.72 ms [2022-01-22 03:12:33 main:574] : INFO : Epoch 1590 | loss: 0.031171 | val_loss: 0.0311793 | Time: 1447.09 ms [2022-01-22 03:12:35 main:574] : INFO : Epoch 1591 | loss: 0.0311638 | val_loss: 0.0311802 | Time: 1968.27 ms [2022-01-22 03:12:37 main:574] : INFO : Epoch 1592 | loss: 0.0311649 | val_loss: 0.0311812 | Time: 1465.35 ms [2022-01-22 03:12:38 main:574] : INFO : Epoch 1593 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 1499.3 ms [2022-01-22 03:12:40 main:574] : INFO : Epoch 1594 | loss: 0.0311664 | val_loss: 0.031181 | Time: 1455.49 ms [2022-01-22 03:12:41 main:574] : INFO : Epoch 1595 | loss: 0.0311616 | val_loss: 0.0311795 | Time: 1498.28 ms [2022-01-22 03:12:42 main:574] : INFO : Epoch 1596 | loss: 0.031161 | val_loss: 0.0311817 | Time: 1469.19 ms [2022-01-22 03:12:44 main:574] : INFO : Epoch 1597 | loss: 0.0311606 | val_loss: 0.03118 | Time: 1510.3 ms [2022-01-22 03:12:46 main:574] : INFO : Epoch 1598 | loss: 0.0311596 | val_loss: 0.0311771 | Time: 1542.19 ms [2022-01-22 03:12:47 main:574] : INFO : Epoch 1599 | loss: 0.0311587 | val_loss: 0.0311824 | Time: 1476.37 ms [2022-01-22 03:12:49 main:574] : INFO : Epoch 1600 | loss: 0.0311578 | val_loss: 0.0311817 | Time: 1577.09 ms [2022-01-22 03:12:50 main:574] : INFO : Epoch 1601 | loss: 0.0311593 | val_loss: 0.0311802 | Time: 1520.08 ms [2022-01-22 03:12:52 main:574] : INFO : Epoch 1602 | loss: 0.0311589 | val_loss: 0.0311813 | Time: 1478.42 ms [2022-01-22 03:12:53 main:574] : INFO : Epoch 1603 | loss: 0.0311596 | val_loss: 0.031184 | Time: 1504.24 ms [2022-01-22 03:12:55 main:574] : INFO : Epoch 1604 | loss: 0.0311594 | val_loss: 0.0311817 | Time: 1437.44 ms [2022-01-22 03:12:56 main:574] : INFO : Epoch 1605 | loss: 0.0311599 | val_loss: 0.031182 | Time: 1463.98 ms [2022-01-22 03:12:58 main:574] : INFO : Epoch 1606 | loss: 0.0311601 | val_loss: 0.0311852 | Time: 1520.91 ms [2022-01-22 03:12:59 main:574] : INFO : Epoch 1607 | loss: 0.0311589 | val_loss: 0.0311839 | Time: 1470.87 ms [2022-01-22 03:13:01 main:574] : INFO : Epoch 1608 | loss: 0.0311629 | val_loss: 0.0311869 | Time: 1455.73 ms [2022-01-22 03:13:02 main:574] : INFO : Epoch 1609 | loss: 0.0311624 | val_loss: 0.031184 | Time: 1475.38 ms [2022-01-22 03:13:04 main:574] : INFO : Epoch 1610 | loss: 0.0311625 | val_loss: 0.0311816 | Time: 1543.7 ms [2022-01-22 03:13:05 main:574] : INFO : Epoch 1611 | loss: 0.0311608 | val_loss: 0.0311836 | Time: 1531.57 ms [2022-01-22 03:13:07 main:574] : INFO : Epoch 1612 | loss: 0.0311613 | val_loss: 0.031182 | Time: 1444.55 ms [2022-01-22 03:13:08 main:574] : INFO : Epoch 1613 | loss: 0.0311608 | val_loss: 0.0311837 | Time: 1466.66 ms [2022-01-22 03:13:09 main:574] : INFO : Epoch 1614 | loss: 0.0311582 | val_loss: 0.0311817 | Time: 1452.99 ms [2022-01-22 03:13:11 main:574] : INFO : Epoch 1615 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 1550.38 ms [2022-01-22 03:13:13 main:574] : INFO : Epoch 1616 | loss: 0.0311624 | val_loss: 0.031183 | Time: 1542.05 ms [2022-01-22 03:13:14 main:574] : INFO : Epoch 1617 | loss: 0.0311629 | val_loss: 0.0311897 | Time: 1473.55 ms [2022-01-22 03:13:15 main:574] : INFO : Epoch 1618 | loss: 0.0311692 | val_loss: 0.0311812 | Time: 1454.02 ms [2022-01-22 03:13:17 main:574] : INFO : Epoch 1619 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 1487.58 ms [2022-01-22 03:13:18 main:574] : INFO : Epoch 1620 | loss: 0.0311655 | val_loss: 0.03118 | Time: 1447.74 ms [2022-01-22 03:13:20 main:574] : INFO : Epoch 1621 | loss: 0.0311659 | val_loss: 0.0311799 | Time: 1544.64 ms [2022-01-22 03:13:21 main:574] : INFO : Epoch 1622 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 1473.81 ms [2022-01-22 03:13:23 main:574] : INFO : Epoch 1623 | loss: 0.0311748 | val_loss: 0.031189 | Time: 1459.12 ms [2022-01-22 03:13:24 main:574] : INFO : Epoch 1624 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 1456.42 ms [2022-01-22 03:13:26 main:574] : INFO : Epoch 1625 | loss: 0.0311757 | val_loss: 0.0311835 | Time: 1549.75 ms [2022-01-22 03:13:27 main:574] : INFO : Epoch 1626 | loss: 0.0311836 | val_loss: 0.0311951 | Time: 1528.44 ms [2022-01-22 03:13:29 main:574] : INFO : Epoch 1627 | loss: 0.0311907 | val_loss: 0.0311914 | Time: 1468.26 ms [2022-01-22 03:13:30 main:574] : INFO : Epoch 1628 | loss: 0.0311897 | val_loss: 0.0311937 | Time: 1451.95 ms [2022-01-22 03:13:32 main:574] : INFO : Epoch 1629 | loss: 0.0311895 | val_loss: 0.0311916 | Time: 1481.81 ms [2022-01-22 03:13:34 main:574] : INFO : Epoch 1630 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 2015.54 ms [2022-01-22 03:13:46 main:574] : INFO : Epoch 1631 | loss: 0.0311886 | val_loss: 0.0311912 | Time: 11580.7 ms [2022-01-22 03:13:47 main:574] : INFO : Epoch 1632 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1446.93 ms [2022-01-22 03:13:48 main:574] : INFO : Epoch 1633 | loss: 0.0311859 | val_loss: 0.0311883 | Time: 1445.11 ms [2022-01-22 03:13:50 main:574] : INFO : Epoch 1634 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 1449.55 ms [2022-01-22 03:13:52 main:574] : INFO : Epoch 1635 | loss: 0.0311864 | val_loss: 0.0311859 | Time: 1630.57 ms [2022-01-22 03:13:53 main:574] : INFO : Epoch 1636 | loss: 0.031184 | val_loss: 0.0311859 | Time: 1450.68 ms [2022-01-22 03:13:54 main:574] : INFO : Epoch 1637 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 1460.06 ms [2022-01-22 03:13:56 main:574] : INFO : Epoch 1638 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1514.22 ms [2022-01-22 03:13:57 main:574] : INFO : Epoch 1639 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 1450.09 ms [2022-01-22 03:13:59 main:574] : INFO : Epoch 1640 | loss: 0.031184 | val_loss: 0.0311843 | Time: 1464.14 ms [2022-01-22 03:14:00 main:574] : INFO : Epoch 1641 | loss: 0.0311819 | val_loss: 0.0311881 | Time: 1512.9 ms [2022-01-22 03:14:02 main:574] : INFO : Epoch 1642 | loss: 0.0311816 | val_loss: 0.031185 | Time: 1557.29 ms [2022-01-22 03:14:03 main:574] : INFO : Epoch 1643 | loss: 0.0311811 | val_loss: 0.0311886 | Time: 1488.45 ms [2022-01-22 03:14:05 main:574] : INFO : Epoch 1644 | loss: 0.0311812 | val_loss: 0.0311904 | Time: 1468.2 ms [2022-01-22 03:14:06 main:574] : INFO : Epoch 1645 | loss: 0.0311868 | val_loss: 0.0311904 | Time: 1497.96 ms [2022-01-22 03:14:08 main:574] : INFO : Epoch 1646 | loss: 0.0311879 | val_loss: 0.0311886 | Time: 1455.86 ms [2022-01-22 03:14:09 main:574] : INFO : Epoch 1647 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 1488.87 ms [2022-01-22 03:14:11 main:574] : INFO : Epoch 1648 | loss: 0.0311867 | val_loss: 0.031189 | Time: 1455.68 ms [2022-01-22 03:14:12 main:574] : INFO : Epoch 1649 | loss: 0.0311872 | val_loss: 0.031186 | Time: 1535.23 ms [2022-01-22 03:14:14 main:574] : INFO : Epoch 1650 | loss: 0.031184 | val_loss: 0.0311843 | Time: 1472.3 ms [2022-01-22 03:14:15 main:574] : INFO : Epoch 1651 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 1476.98 ms [2022-01-22 03:14:17 main:574] : INFO : Epoch 1652 | loss: 0.0311827 | val_loss: 0.0311898 | Time: 1607.38 ms [2022-01-22 03:14:18 main:574] : INFO : Epoch 1653 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 1460.81 ms [2022-01-22 03:14:20 main:574] : INFO : Epoch 1654 | loss: 0.0311823 | val_loss: 0.0311846 | Time: 1449.62 ms [2022-01-22 03:14:21 main:574] : INFO : Epoch 1655 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 1472.54 ms [2022-01-22 03:14:23 main:574] : INFO : Epoch 1656 | loss: 0.0311813 | val_loss: 0.0311846 | Time: 1454.66 ms [2022-01-22 03:14:24 main:574] : INFO : Epoch 1657 | loss: 0.0311825 | val_loss: 0.0311867 | Time: 1467.68 ms [2022-01-22 03:14:26 main:574] : INFO : Epoch 1658 | loss: 0.0311809 | val_loss: 0.0311872 | Time: 1634.44 ms [2022-01-22 03:14:27 main:574] : INFO : Epoch 1659 | loss: 0.0311832 | val_loss: 0.0311867 | Time: 1546.7 ms [2022-01-22 03:14:29 main:574] : INFO : Epoch 1660 | loss: 0.0311791 | val_loss: 0.0311909 | Time: 1451.81 ms [2022-01-22 03:14:30 main:574] : INFO : Epoch 1661 | loss: 0.0311794 | val_loss: 0.0311841 | Time: 1448.95 ms [2022-01-22 03:14:32 main:574] : INFO : Epoch 1662 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 1444.57 ms [2022-01-22 03:14:34 main:574] : INFO : Epoch 1663 | loss: 0.031177 | val_loss: 0.031185 | Time: 1820.2 ms [2022-01-22 03:14:45 main:574] : INFO : Epoch 1664 | loss: 0.0311781 | val_loss: 0.0311844 | Time: 11793.5 ms [2022-01-22 03:14:47 main:574] : INFO : Epoch 1665 | loss: 0.0311789 | val_loss: 0.0311879 | Time: 1455.79 ms [2022-01-22 03:14:48 main:574] : INFO : Epoch 1666 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 1447.09 ms [2022-01-22 03:14:50 main:574] : INFO : Epoch 1667 | loss: 0.031179 | val_loss: 0.0311824 | Time: 1546.15 ms [2022-01-22 03:14:52 main:574] : INFO : Epoch 1668 | loss: 0.0311756 | val_loss: 0.0311833 | Time: 1526.89 ms [2022-01-22 03:14:53 main:574] : INFO : Epoch 1669 | loss: 0.0311787 | val_loss: 0.0311863 | Time: 1457.24 ms [2022-01-22 03:14:54 main:574] : INFO : Epoch 1670 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 1471.62 ms [2022-01-22 03:14:56 main:574] : INFO : Epoch 1671 | loss: 0.031176 | val_loss: 0.0311881 | Time: 1496.66 ms [2022-01-22 03:14:57 main:574] : INFO : Epoch 1672 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 1523.32 ms [2022-01-22 03:14:59 main:574] : INFO : Epoch 1673 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 1650.11 ms [2022-01-22 03:15:01 main:574] : INFO : Epoch 1674 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 1495.29 ms [2022-01-22 03:15:02 main:574] : INFO : Epoch 1675 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 1453.08 ms [2022-01-22 03:15:04 main:574] : INFO : Epoch 1676 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 1465.06 ms [2022-01-22 03:15:05 main:574] : INFO : Epoch 1677 | loss: 0.0311745 | val_loss: 0.0311843 | Time: 1502.34 ms [2022-01-22 03:15:07 main:574] : INFO : Epoch 1678 | loss: 0.0311744 | val_loss: 0.0311836 | Time: 1498.05 ms [2022-01-22 03:15:08 main:574] : INFO : Epoch 1679 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 1457.82 ms [2022-01-22 03:15:10 main:574] : INFO : Epoch 1680 | loss: 0.031175 | val_loss: 0.0311816 | Time: 1464.24 ms [2022-01-22 03:15:11 main:574] : INFO : Epoch 1681 | loss: 0.031179 | val_loss: 0.0311842 | Time: 1479.07 ms [2022-01-22 03:15:13 main:574] : INFO : Epoch 1682 | loss: 0.0311814 | val_loss: 0.031185 | Time: 1459.06 ms [2022-01-22 03:15:14 main:574] : INFO : Epoch 1683 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 1504.46 ms [2022-01-22 03:15:16 main:574] : INFO : Epoch 1684 | loss: 0.0311753 | val_loss: 0.031183 | Time: 1550.9 ms [2022-01-22 03:15:17 main:574] : INFO : Epoch 1685 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 1462.14 ms [2022-01-22 03:15:19 main:574] : INFO : Epoch 1686 | loss: 0.0311761 | val_loss: 0.0311824 | Time: 1494.08 ms [2022-01-22 03:15:20 main:574] : INFO : Epoch 1687 | loss: 0.0311778 | val_loss: 0.031182 | Time: 1487.09 ms [2022-01-22 03:15:22 main:574] : INFO : Epoch 1688 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 1467.22 ms [2022-01-22 03:15:23 main:574] : INFO : Epoch 1689 | loss: 0.0311792 | val_loss: 0.0311826 | Time: 1456.57 ms [2022-01-22 03:15:24 main:574] : INFO : Epoch 1690 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 1449.67 ms [2022-01-22 03:15:26 main:574] : INFO : Epoch 1691 | loss: 0.0311767 | val_loss: 0.0311822 | Time: 1442.54 ms [2022-01-22 03:15:27 main:574] : INFO : Epoch 1692 | loss: 0.0311775 | val_loss: 0.031183 | Time: 1486.57 ms [2022-01-22 03:15:29 main:574] : INFO : Epoch 1693 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 1516.89 ms [2022-01-22 03:15:30 main:574] : INFO : Epoch 1694 | loss: 0.0311745 | val_loss: 0.0311845 | Time: 1458.27 ms [2022-01-22 03:15:32 main:574] : INFO : Epoch 1695 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 1483.34 ms [2022-01-22 03:15:33 main:574] : INFO : Epoch 1696 | loss: 0.0311754 | val_loss: 0.0311838 | Time: 1505.71 ms [2022-01-22 03:15:35 main:574] : INFO : Epoch 1697 | loss: 0.0311746 | val_loss: 0.0311862 | Time: 2100.94 ms [2022-01-22 03:15:37 main:574] : INFO : Epoch 1698 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 1452.7 ms [2022-01-22 03:15:38 main:574] : INFO : Epoch 1699 | loss: 0.0311725 | val_loss: 0.0311814 | Time: 1457.36 ms [2022-01-22 03:15:40 main:574] : INFO : Epoch 1700 | loss: 0.0311722 | val_loss: 0.0311824 | Time: 1475.4 ms [2022-01-22 03:15:41 main:574] : INFO : Epoch 1701 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 1478.07 ms [2022-01-22 03:15:43 main:574] : INFO : Epoch 1702 | loss: 0.031173 | val_loss: 0.0311807 | Time: 1531.35 ms [2022-01-22 03:15:44 main:574] : INFO : Epoch 1703 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 1445.83 ms [2022-01-22 03:15:46 main:574] : INFO : Epoch 1704 | loss: 0.0311723 | val_loss: 0.0311816 | Time: 1449.42 ms [2022-01-22 03:15:57 main:574] : INFO : Epoch 1705 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 11675.4 ms [2022-01-22 03:15:59 main:574] : INFO : Epoch 1706 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 1528.34 ms [2022-01-22 03:16:00 main:574] : INFO : Epoch 1707 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 1463.85 ms [2022-01-22 03:16:02 main:574] : INFO : Epoch 1708 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 1527.52 ms [2022-01-22 03:16:03 main:574] : INFO : Epoch 1709 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 1451.98 ms [2022-01-22 03:16:05 main:574] : INFO : Epoch 1710 | loss: 0.0311732 | val_loss: 0.0311836 | Time: 1492.08 ms [2022-01-22 03:16:06 main:574] : INFO : Epoch 1711 | loss: 0.0311754 | val_loss: 0.0311803 | Time: 1478.76 ms [2022-01-22 03:16:08 main:574] : INFO : Epoch 1712 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 1533.14 ms [2022-01-22 03:16:09 main:574] : INFO : Epoch 1713 | loss: 0.0311737 | val_loss: 0.0311829 | Time: 1462.44 ms [2022-01-22 03:16:11 main:574] : INFO : Epoch 1714 | loss: 0.031174 | val_loss: 0.0311901 | Time: 1491.06 ms [2022-01-22 03:16:13 main:574] : INFO : Epoch 1715 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 1555.02 ms [2022-01-22 03:16:14 main:574] : INFO : Epoch 1716 | loss: 0.0311737 | val_loss: 0.0311817 | Time: 1516.63 ms [2022-01-22 03:16:16 main:574] : INFO : Epoch 1717 | loss: 0.0311728 | val_loss: 0.0311822 | Time: 1480.27 ms [2022-01-22 03:16:27 main:574] : INFO : Epoch 1718 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 11517.1 ms [2022-01-22 03:16:29 main:574] : INFO : Epoch 1719 | loss: 0.0311722 | val_loss: 0.0311798 | Time: 1447.48 ms [2022-01-22 03:16:30 main:574] : INFO : Epoch 1720 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 1528.85 ms [2022-01-22 03:16:32 main:574] : INFO : Epoch 1721 | loss: 0.0311727 | val_loss: 0.0311806 | Time: 1461.5 ms [2022-01-22 03:16:33 main:574] : INFO : Epoch 1722 | loss: 0.031176 | val_loss: 0.031184 | Time: 1452.22 ms [2022-01-22 03:16:35 main:574] : INFO : Epoch 1723 | loss: 0.031174 | val_loss: 0.0311802 | Time: 1792.22 ms [2022-01-22 03:16:36 main:574] : INFO : Epoch 1724 | loss: 0.031173 | val_loss: 0.0311829 | Time: 1523.69 ms [2022-01-22 03:16:38 main:574] : INFO : Epoch 1725 | loss: 0.031176 | val_loss: 0.0311979 | Time: 1451.89 ms [2022-01-22 03:16:39 main:574] : INFO : Epoch 1726 | loss: 0.0311757 | val_loss: 0.0311795 | Time: 1450.77 ms [2022-01-22 03:16:41 main:574] : INFO : Epoch 1727 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 1503.34 ms [2022-01-22 03:16:42 main:574] : INFO : Epoch 1728 | loss: 0.031173 | val_loss: 0.0311835 | Time: 1466.32 ms [2022-01-22 03:16:44 main:574] : INFO : Epoch 1729 | loss: 0.0311726 | val_loss: 0.0311856 | Time: 1473 ms [2022-01-22 03:16:45 main:574] : INFO : Epoch 1730 | loss: 0.0311706 | val_loss: 0.0311841 | Time: 1506.47 ms [2022-01-22 03:16:47 main:574] : INFO : Epoch 1731 | loss: 0.0311709 | val_loss: 0.0311852 | Time: 1444.96 ms [2022-01-22 03:16:48 main:574] : INFO : Epoch 1732 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 1452.08 ms [2022-01-22 03:16:50 main:574] : INFO : Epoch 1733 | loss: 0.0311788 | val_loss: 0.0311844 | Time: 1450.06 ms [2022-01-22 03:16:51 main:574] : INFO : Epoch 1734 | loss: 0.0311765 | val_loss: 0.0311851 | Time: 1450.42 ms [2022-01-22 03:16:53 main:574] : INFO : Epoch 1735 | loss: 0.031185 | val_loss: 0.0311838 | Time: 1557.53 ms [2022-01-22 03:16:54 main:574] : INFO : Epoch 1736 | loss: 0.0311852 | val_loss: 0.0311859 | Time: 1446.33 ms [2022-01-22 03:16:56 main:574] : INFO : Epoch 1737 | loss: 0.0311865 | val_loss: 0.031191 | Time: 1447.02 ms [2022-01-22 03:16:57 main:574] : INFO : Epoch 1738 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 1449.29 ms [2022-01-22 03:16:58 main:574] : INFO : Epoch 1739 | loss: 0.0311865 | val_loss: 0.0312312 | Time: 1449.86 ms [2022-01-22 03:17:00 main:574] : INFO : Epoch 1740 | loss: 0.0312984 | val_loss: 0.032435 | Time: 1555.74 ms [2022-01-22 03:17:01 main:574] : INFO : Epoch 1741 | loss: 0.0377188 | val_loss: 0.0316032 | Time: 1524.01 ms [2022-01-22 03:17:03 main:574] : INFO : Epoch 1742 | loss: 0.0321783 | val_loss: 0.0315454 | Time: 1462.01 ms [2022-01-22 03:17:04 main:574] : INFO : Epoch 1743 | loss: 0.0313858 | val_loss: 0.031298 | Time: 1481.1 ms [2022-01-22 03:17:06 main:574] : INFO : Epoch 1744 | loss: 0.0312729 | val_loss: 0.0312488 | Time: 1499.84 ms [2022-01-22 03:17:08 main:574] : INFO : Epoch 1745 | loss: 0.0312469 | val_loss: 0.0312386 | Time: 1573.47 ms [2022-01-22 03:17:09 main:574] : INFO : Epoch 1746 | loss: 0.0312352 | val_loss: 0.0312292 | Time: 1452.41 ms [2022-01-22 03:17:10 main:574] : INFO : Epoch 1747 | loss: 0.0312274 | val_loss: 0.0312203 | Time: 1491.96 ms [2022-01-22 03:17:12 main:574] : INFO : Epoch 1748 | loss: 0.031219 | val_loss: 0.0312114 | Time: 1578.8 ms [2022-01-22 03:17:14 main:574] : INFO : Epoch 1749 | loss: 0.0312118 | val_loss: 0.0312039 | Time: 1517.67 ms [2022-01-22 03:17:15 main:574] : INFO : Epoch 1750 | loss: 0.0312045 | val_loss: 0.031197 | Time: 1456.59 ms [2022-01-22 03:17:17 main:574] : INFO : Epoch 1751 | loss: 0.0311966 | val_loss: 0.031192 | Time: 1459.25 ms [2022-01-22 03:17:18 main:574] : INFO : Epoch 1752 | loss: 0.0311922 | val_loss: 0.0311872 | Time: 1488.23 ms [2022-01-22 03:17:19 main:574] : INFO : Epoch 1753 | loss: 0.0311892 | val_loss: 0.0311854 | Time: 1451.43 ms [2022-01-22 03:17:21 main:574] : INFO : Epoch 1754 | loss: 0.0311884 | val_loss: 0.0311842 | Time: 1540.8 ms [2022-01-22 03:17:22 main:574] : INFO : Epoch 1755 | loss: 0.0311867 | val_loss: 0.0311859 | Time: 1453.89 ms [2022-01-22 03:17:24 main:574] : INFO : Epoch 1756 | loss: 0.0311858 | val_loss: 0.0311828 | Time: 1492.1 ms [2022-01-22 03:17:25 main:574] : INFO : Epoch 1757 | loss: 0.0311834 | val_loss: 0.0311821 | Time: 1459.1 ms [2022-01-22 03:17:27 main:574] : INFO : Epoch 1758 | loss: 0.0311846 | val_loss: 0.031186 | Time: 1463.9 ms [2022-01-22 03:17:28 main:574] : INFO : Epoch 1759 | loss: 0.0311837 | val_loss: 0.0311821 | Time: 1443.84 ms [2022-01-22 03:17:30 main:574] : INFO : Epoch 1760 | loss: 0.031182 | val_loss: 0.0311827 | Time: 1611.4 ms [2022-01-22 03:17:31 main:574] : INFO : Epoch 1761 | loss: 0.0311808 | val_loss: 0.0311787 | Time: 1458.73 ms [2022-01-22 03:17:33 main:574] : INFO : Epoch 1762 | loss: 0.0311796 | val_loss: 0.0311792 | Time: 1451.6 ms [2022-01-22 03:17:35 main:574] : INFO : Epoch 1763 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 1867.28 ms [2022-01-22 03:17:36 main:574] : INFO : Epoch 1764 | loss: 0.0311792 | val_loss: 0.0311787 | Time: 1451.81 ms [2022-01-22 03:17:38 main:574] : INFO : Epoch 1765 | loss: 0.0311791 | val_loss: 0.0311781 | Time: 1480.03 ms [2022-01-22 03:17:39 main:574] : INFO : Epoch 1766 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 1520.11 ms [2022-01-22 03:17:41 main:574] : INFO : Epoch 1767 | loss: 0.0311787 | val_loss: 0.031178 | Time: 1461.88 ms [2022-01-22 03:17:42 main:574] : INFO : Epoch 1768 | loss: 0.0311781 | val_loss: 0.0311778 | Time: 1474.8 ms [2022-01-22 03:17:44 main:574] : INFO : Epoch 1769 | loss: 0.0311771 | val_loss: 0.0311776 | Time: 1460.87 ms [2022-01-22 03:17:45 main:574] : INFO : Epoch 1770 | loss: 0.0311769 | val_loss: 0.0311775 | Time: 1451.42 ms [2022-01-22 03:17:47 main:574] : INFO : Epoch 1771 | loss: 0.0311766 | val_loss: 0.031177 | Time: 1506.95 ms [2022-01-22 03:17:48 main:574] : INFO : Epoch 1772 | loss: 0.0311761 | val_loss: 0.0311769 | Time: 1527.14 ms [2022-01-22 03:17:50 main:574] : INFO : Epoch 1773 | loss: 0.0311769 | val_loss: 0.0311778 | Time: 1440.74 ms [2022-01-22 03:17:51 main:574] : INFO : Epoch 1774 | loss: 0.0311769 | val_loss: 0.0311783 | Time: 1440.37 ms [2022-01-22 03:17:53 main:574] : INFO : Epoch 1775 | loss: 0.031176 | val_loss: 0.0311763 | Time: 1457.11 ms [2022-01-22 03:17:54 main:574] : INFO : Epoch 1776 | loss: 0.0311763 | val_loss: 0.031179 | Time: 1493.08 ms [2022-01-22 03:17:55 main:574] : INFO : Epoch 1777 | loss: 0.0311765 | val_loss: 0.0311753 | Time: 1452.1 ms [2022-01-22 03:17:57 main:574] : INFO : Epoch 1778 | loss: 0.0311753 | val_loss: 0.0311765 | Time: 1560.18 ms [2022-01-22 03:17:59 main:574] : INFO : Epoch 1779 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 1582.54 ms [2022-01-22 03:18:00 main:574] : INFO : Epoch 1780 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 1469.57 ms [2022-01-22 03:18:02 main:574] : INFO : Epoch 1781 | loss: 0.0311757 | val_loss: 0.0311763 | Time: 1470.96 ms [2022-01-22 03:18:03 main:574] : INFO : Epoch 1782 | loss: 0.0311751 | val_loss: 0.0311754 | Time: 1456.46 ms [2022-01-22 03:18:05 main:574] : INFO : Epoch 1783 | loss: 0.0311741 | val_loss: 0.0311762 | Time: 1517.77 ms [2022-01-22 03:18:06 main:574] : INFO : Epoch 1784 | loss: 0.031175 | val_loss: 0.0311799 | Time: 1482.91 ms [2022-01-22 03:18:08 main:574] : INFO : Epoch 1785 | loss: 0.0311752 | val_loss: 0.0311761 | Time: 1513.89 ms [2022-01-22 03:18:09 main:574] : INFO : Epoch 1786 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 1456.22 ms [2022-01-22 03:18:11 main:574] : INFO : Epoch 1787 | loss: 0.0311738 | val_loss: 0.0311772 | Time: 1453.94 ms [2022-01-22 03:18:12 main:574] : INFO : Epoch 1788 | loss: 0.0311752 | val_loss: 0.0311753 | Time: 1490.99 ms [2022-01-22 03:18:13 main:574] : INFO : Epoch 1789 | loss: 0.0311751 | val_loss: 0.0311763 | Time: 1455.53 ms [2022-01-22 03:18:15 main:574] : INFO : Epoch 1790 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 1601.58 ms [2022-01-22 03:18:17 main:574] : INFO : Epoch 1791 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 1471.04 ms [2022-01-22 03:18:18 main:574] : INFO : Epoch 1792 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 1486.53 ms [2022-01-22 03:18:20 main:574] : INFO : Epoch 1793 | loss: 0.0311727 | val_loss: 0.0311757 | Time: 1474.31 ms [2022-01-22 03:18:21 main:574] : INFO : Epoch 1794 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 1448.47 ms [2022-01-22 03:18:23 main:574] : INFO : Epoch 1795 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 1628.9 ms [2022-01-22 03:18:24 main:574] : INFO : Epoch 1796 | loss: 0.0311718 | val_loss: 0.0311748 | Time: 1486.74 ms [2022-01-22 03:18:26 main:574] : INFO : Epoch 1797 | loss: 0.031172 | val_loss: 0.0311756 | Time: 1477.64 ms [2022-01-22 03:18:27 main:574] : INFO : Epoch 1798 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 1455.02 ms [2022-01-22 03:18:29 main:574] : INFO : Epoch 1799 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 1450.21 ms [2022-01-22 03:18:30 main:574] : INFO : Epoch 1800 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 1504.44 ms [2022-01-22 03:18:32 main:574] : INFO : Epoch 1801 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 1566.81 ms [2022-01-22 03:18:33 main:574] : INFO : Epoch 1802 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 1483.3 ms [2022-01-22 03:18:36 main:574] : INFO : Epoch 1803 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 2539.3 ms [2022-01-22 03:18:37 main:574] : INFO : Epoch 1804 | loss: 0.0311727 | val_loss: 0.0311794 | Time: 1578.5 ms [2022-01-22 03:18:39 main:574] : INFO : Epoch 1805 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 1755.63 ms [2022-01-22 03:18:41 main:574] : INFO : Epoch 1806 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 1643.9 ms [2022-01-22 03:18:42 main:574] : INFO : Epoch 1807 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 1458.59 ms [2022-01-22 03:18:44 main:574] : INFO : Epoch 1808 | loss: 0.0311696 | val_loss: 0.0311755 | Time: 1445.17 ms [2022-01-22 03:18:45 main:574] : INFO : Epoch 1809 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 1449.3 ms [2022-01-22 03:18:46 main:574] : INFO : Epoch 1810 | loss: 0.0311704 | val_loss: 0.031175 | Time: 1454.32 ms [2022-01-22 03:18:48 main:574] : INFO : Epoch 1811 | loss: 0.0311706 | val_loss: 0.031175 | Time: 1545.14 ms [2022-01-22 03:18:50 main:574] : INFO : Epoch 1812 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 1501.02 ms [2022-01-22 03:18:51 main:574] : INFO : Epoch 1813 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 1479.1 ms [2022-01-22 03:18:52 main:574] : INFO : Epoch 1814 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 1444.18 ms [2022-01-22 03:18:54 main:574] : INFO : Epoch 1815 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 1518.78 ms [2022-01-22 03:18:56 main:574] : INFO : Epoch 1816 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 1518.02 ms [2022-01-22 03:18:57 main:574] : INFO : Epoch 1817 | loss: 0.0311707 | val_loss: 0.0311755 | Time: 1455.75 ms [2022-01-22 03:18:59 main:574] : INFO : Epoch 1818 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 1556.35 ms [2022-01-22 03:19:00 main:574] : INFO : Epoch 1819 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 1482.33 ms [2022-01-22 03:19:01 main:574] : INFO : Epoch 1820 | loss: 0.0311723 | val_loss: 0.0311786 | Time: 1449.59 ms [2022-01-22 03:19:03 main:574] : INFO : Epoch 1821 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 1515.23 ms [2022-01-22 03:19:04 main:574] : INFO : Epoch 1822 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 1466.41 ms [2022-01-22 03:19:06 main:574] : INFO : Epoch 1823 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 1474.98 ms [2022-01-22 03:19:07 main:574] : INFO : Epoch 1824 | loss: 0.031172 | val_loss: 0.0311811 | Time: 1451.29 ms [2022-01-22 03:19:09 main:574] : INFO : Epoch 1825 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 1507.93 ms [2022-01-22 03:19:11 main:574] : INFO : Epoch 1826 | loss: 0.031172 | val_loss: 0.0311743 | Time: 1564.92 ms [2022-01-22 03:19:12 main:574] : INFO : Epoch 1827 | loss: 0.0311741 | val_loss: 0.031179 | Time: 1488.49 ms [2022-01-22 03:19:13 main:574] : INFO : Epoch 1828 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1477.41 ms [2022-01-22 03:19:15 main:574] : INFO : Epoch 1829 | loss: 0.0311703 | val_loss: 0.0311749 | Time: 1453.94 ms [2022-01-22 03:19:16 main:574] : INFO : Epoch 1830 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 1471.58 ms [2022-01-22 03:19:18 main:574] : INFO : Epoch 1831 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 1618.06 ms [2022-01-22 03:19:20 main:574] : INFO : Epoch 1832 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 1464.73 ms [2022-01-22 03:19:21 main:574] : INFO : Epoch 1833 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 1451.38 ms [2022-01-22 03:19:22 main:574] : INFO : Epoch 1834 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 1464.64 ms [2022-01-22 03:19:24 main:574] : INFO : Epoch 1835 | loss: 0.0311727 | val_loss: 0.0311888 | Time: 1487.77 ms [2022-01-22 03:19:25 main:574] : INFO : Epoch 1836 | loss: 0.0311745 | val_loss: 0.0311743 | Time: 1513.25 ms [2022-01-22 03:19:27 main:574] : INFO : Epoch 1837 | loss: 0.0311722 | val_loss: 0.0311803 | Time: 1508.36 ms [2022-01-22 03:19:28 main:574] : INFO : Epoch 1838 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1449.11 ms [2022-01-22 03:19:30 main:574] : INFO : Epoch 1839 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 1467.28 ms [2022-01-22 03:19:31 main:574] : INFO : Epoch 1840 | loss: 0.0311699 | val_loss: 0.0311729 | Time: 1454.17 ms [2022-01-22 03:19:33 main:574] : INFO : Epoch 1841 | loss: 0.0311688 | val_loss: 0.0311725 | Time: 1486.33 ms [2022-01-22 03:19:35 main:574] : INFO : Epoch 1842 | loss: 0.0311688 | val_loss: 0.0311733 | Time: 2064.74 ms [2022-01-22 03:19:36 main:574] : INFO : Epoch 1843 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1541.04 ms [2022-01-22 03:19:38 main:574] : INFO : Epoch 1844 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 1497.72 ms [2022-01-22 03:19:39 main:574] : INFO : Epoch 1845 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 1450.29 ms [2022-01-22 03:19:41 main:574] : INFO : Epoch 1846 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 1458.35 ms [2022-01-22 03:19:42 main:574] : INFO : Epoch 1847 | loss: 0.0311707 | val_loss: 0.0311792 | Time: 1498.34 ms [2022-01-22 03:19:44 main:574] : INFO : Epoch 1848 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 1450.03 ms [2022-01-22 03:19:45 main:574] : INFO : Epoch 1849 | loss: 0.0311694 | val_loss: 0.0311737 | Time: 1513.42 ms [2022-01-22 03:19:47 main:574] : INFO : Epoch 1850 | loss: 0.0311673 | val_loss: 0.031175 | Time: 1468.93 ms [2022-01-22 03:19:59 main:574] : INFO : Epoch 1851 | loss: 0.0311683 | val_loss: 0.0311745 | Time: 11642.9 ms [2022-01-22 03:20:00 main:574] : INFO : Epoch 1852 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 1515.97 ms [2022-01-22 03:20:02 main:574] : INFO : Epoch 1853 | loss: 0.0311681 | val_loss: 0.0311832 | Time: 1508.31 ms [2022-01-22 03:20:03 main:574] : INFO : Epoch 1854 | loss: 0.0311698 | val_loss: 0.0311824 | Time: 1452.27 ms [2022-01-22 03:20:04 main:574] : INFO : Epoch 1855 | loss: 0.0311689 | val_loss: 0.0311733 | Time: 1493.09 ms [2022-01-22 03:20:06 main:574] : INFO : Epoch 1856 | loss: 0.0311667 | val_loss: 0.031174 | Time: 1499 ms [2022-01-22 03:20:07 main:574] : INFO : Epoch 1857 | loss: 0.0311673 | val_loss: 0.0311737 | Time: 1466.56 ms [2022-01-22 03:20:09 main:574] : INFO : Epoch 1858 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 1463.56 ms [2022-01-22 03:20:10 main:574] : INFO : Epoch 1859 | loss: 0.0311688 | val_loss: 0.0311747 | Time: 1452.52 ms [2022-01-22 03:20:12 main:574] : INFO : Epoch 1860 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 1543.79 ms [2022-01-22 03:20:13 main:574] : INFO : Epoch 1861 | loss: 0.0311652 | val_loss: 0.0311743 | Time: 1512.59 ms [2022-01-22 03:20:15 main:574] : INFO : Epoch 1862 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 1461.31 ms [2022-01-22 03:20:16 main:574] : INFO : Epoch 1863 | loss: 0.0311688 | val_loss: 0.0311778 | Time: 1465.58 ms [2022-01-22 03:20:18 main:574] : INFO : Epoch 1864 | loss: 0.0311674 | val_loss: 0.0311805 | Time: 1451.72 ms [2022-01-22 03:20:19 main:574] : INFO : Epoch 1865 | loss: 0.0311729 | val_loss: 0.03118 | Time: 1518.95 ms [2022-01-22 03:20:21 main:574] : INFO : Epoch 1866 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 1494.29 ms [2022-01-22 03:20:22 main:574] : INFO : Epoch 1867 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1478.59 ms [2022-01-22 03:20:24 main:574] : INFO : Epoch 1868 | loss: 0.0311729 | val_loss: 0.031179 | Time: 1463.73 ms [2022-01-22 03:20:25 main:574] : INFO : Epoch 1869 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 1450.1 ms [2022-01-22 03:20:27 main:574] : INFO : Epoch 1870 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1520.94 ms [2022-01-22 03:20:28 main:574] : INFO : Epoch 1871 | loss: 0.0311685 | val_loss: 0.0311754 | Time: 1461.14 ms [2022-01-22 03:20:30 main:574] : INFO : Epoch 1872 | loss: 0.0311713 | val_loss: 0.0311864 | Time: 1473.37 ms [2022-01-22 03:20:31 main:574] : INFO : Epoch 1873 | loss: 0.031174 | val_loss: 0.0311802 | Time: 1512.09 ms [2022-01-22 03:20:33 main:574] : INFO : Epoch 1874 | loss: 0.0311704 | val_loss: 0.0311812 | Time: 1547.01 ms [2022-01-22 03:20:35 main:574] : INFO : Epoch 1875 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 1947.31 ms [2022-01-22 03:20:36 main:574] : INFO : Epoch 1876 | loss: 0.0311681 | val_loss: 0.031178 | Time: 1539.49 ms [2022-01-22 03:20:38 main:574] : INFO : Epoch 1877 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 1459.7 ms [2022-01-22 03:20:49 main:574] : INFO : Epoch 1878 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 11644 ms [2022-01-22 03:20:51 main:574] : INFO : Epoch 1879 | loss: 0.031167 | val_loss: 0.0311756 | Time: 1487.07 ms [2022-01-22 03:20:52 main:574] : INFO : Epoch 1880 | loss: 0.0311681 | val_loss: 0.0311826 | Time: 1504.92 ms [2022-01-22 03:20:54 main:574] : INFO : Epoch 1881 | loss: 0.0311696 | val_loss: 0.0311759 | Time: 1504.6 ms [2022-01-22 03:20:55 main:574] : INFO : Epoch 1882 | loss: 0.0311682 | val_loss: 0.0311773 | Time: 1453.26 ms [2022-01-22 03:20:57 main:574] : INFO : Epoch 1883 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 1459.18 ms [2022-01-22 03:20:58 main:574] : INFO : Epoch 1884 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 1504.61 ms [2022-01-22 03:21:00 main:574] : INFO : Epoch 1885 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 1589.51 ms [2022-01-22 03:21:01 main:574] : INFO : Epoch 1886 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 1468.66 ms [2022-01-22 03:21:03 main:574] : INFO : Epoch 1887 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 1489.23 ms [2022-01-22 03:21:04 main:574] : INFO : Epoch 1888 | loss: 0.0311658 | val_loss: 0.0311769 | Time: 1452.86 ms [2022-01-22 03:21:06 main:574] : INFO : Epoch 1889 | loss: 0.0311677 | val_loss: 0.0311786 | Time: 1442.1 ms [2022-01-22 03:21:07 main:574] : INFO : Epoch 1890 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 1556.88 ms [2022-01-22 03:21:09 main:574] : INFO : Epoch 1891 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 1464.27 ms [2022-01-22 03:21:10 main:574] : INFO : Epoch 1892 | loss: 0.0311678 | val_loss: 0.0311793 | Time: 1457.05 ms [2022-01-22 03:21:12 main:574] : INFO : Epoch 1893 | loss: 0.0311666 | val_loss: 0.0311757 | Time: 1461.63 ms [2022-01-22 03:21:13 main:574] : INFO : Epoch 1894 | loss: 0.0311655 | val_loss: 0.0311746 | Time: 1451.37 ms [2022-01-22 03:21:15 main:574] : INFO : Epoch 1895 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 1453.06 ms [2022-01-22 03:21:16 main:574] : INFO : Epoch 1896 | loss: 0.0311659 | val_loss: 0.0311803 | Time: 1517.68 ms [2022-01-22 03:21:18 main:574] : INFO : Epoch 1897 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 1540.62 ms [2022-01-22 03:21:19 main:574] : INFO : Epoch 1898 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 1468.47 ms [2022-01-22 03:21:21 main:574] : INFO : Epoch 1899 | loss: 0.0311649 | val_loss: 0.0311804 | Time: 1452.98 ms [2022-01-22 03:21:22 main:574] : INFO : Epoch 1900 | loss: 0.0311676 | val_loss: 0.0311898 | Time: 1478.64 ms [2022-01-22 03:21:24 main:574] : INFO : Epoch 1901 | loss: 0.0311722 | val_loss: 0.0311758 | Time: 1519.34 ms [2022-01-22 03:21:25 main:574] : INFO : Epoch 1902 | loss: 0.0311655 | val_loss: 0.0311789 | Time: 1524.02 ms [2022-01-22 03:21:27 main:574] : INFO : Epoch 1903 | loss: 0.0311638 | val_loss: 0.0311778 | Time: 1458.87 ms [2022-01-22 03:21:28 main:574] : INFO : Epoch 1904 | loss: 0.0311667 | val_loss: 0.0311804 | Time: 1453.66 ms [2022-01-22 03:21:30 main:574] : INFO : Epoch 1905 | loss: 0.0311646 | val_loss: 0.0311765 | Time: 1489.97 ms [2022-01-22 03:21:31 main:574] : INFO : Epoch 1906 | loss: 0.0311635 | val_loss: 0.0311778 | Time: 1477.93 ms [2022-01-22 03:21:33 main:574] : INFO : Epoch 1907 | loss: 0.0311659 | val_loss: 0.0311821 | Time: 1478.54 ms [2022-01-22 03:21:35 main:574] : INFO : Epoch 1908 | loss: 0.0311652 | val_loss: 0.0311769 | Time: 1903.4 ms [2022-01-22 03:21:36 main:574] : INFO : Epoch 1909 | loss: 0.0311624 | val_loss: 0.0311799 | Time: 1491.38 ms [2022-01-22 03:21:38 main:574] : INFO : Epoch 1910 | loss: 0.0311614 | val_loss: 0.0311773 | Time: 1466.52 ms [2022-01-22 03:21:39 main:574] : INFO : Epoch 1911 | loss: 0.0311633 | val_loss: 0.0311787 | Time: 1546.38 ms [2022-01-22 03:21:41 main:574] : INFO : Epoch 1912 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 1523.87 ms [2022-01-22 03:21:42 main:574] : INFO : Epoch 1913 | loss: 0.0311765 | val_loss: 0.031186 | Time: 1447.9 ms [2022-01-22 03:21:44 main:574] : INFO : Epoch 1914 | loss: 0.0311773 | val_loss: 0.0311851 | Time: 1446.26 ms [2022-01-22 03:21:45 main:574] : INFO : Epoch 1915 | loss: 0.0311759 | val_loss: 0.0311854 | Time: 1463.95 ms [2022-01-22 03:21:46 main:574] : INFO : Epoch 1916 | loss: 0.031174 | val_loss: 0.0311791 | Time: 1454.35 ms [2022-01-22 03:21:48 main:574] : INFO : Epoch 1917 | loss: 0.031173 | val_loss: 0.031181 | Time: 1499.22 ms [2022-01-22 03:21:50 main:574] : INFO : Epoch 1918 | loss: 0.0311728 | val_loss: 0.0311787 | Time: 1532.24 ms [2022-01-22 03:21:51 main:574] : INFO : Epoch 1919 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 1477.69 ms [2022-01-22 03:21:52 main:574] : INFO : Epoch 1920 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 1456.3 ms [2022-01-22 03:21:54 main:574] : INFO : Epoch 1921 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 1557.95 ms [2022-01-22 03:21:56 main:574] : INFO : Epoch 1922 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 1483.02 ms [2022-01-22 03:21:57 main:574] : INFO : Epoch 1923 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 1479.64 ms [2022-01-22 03:21:59 main:574] : INFO : Epoch 1924 | loss: 0.0311713 | val_loss: 0.0311826 | Time: 1486.23 ms [2022-01-22 03:22:00 main:574] : INFO : Epoch 1925 | loss: 0.0311755 | val_loss: 0.0311804 | Time: 1539.17 ms [2022-01-22 03:22:02 main:574] : INFO : Epoch 1926 | loss: 0.0311737 | val_loss: 0.031179 | Time: 1449.76 ms [2022-01-22 03:22:03 main:574] : INFO : Epoch 1927 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 1458.93 ms [2022-01-22 03:22:04 main:574] : INFO : Epoch 1928 | loss: 0.0311711 | val_loss: 0.0311828 | Time: 1484.63 ms [2022-01-22 03:22:06 main:574] : INFO : Epoch 1929 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 1505.06 ms [2022-01-22 03:22:08 main:574] : INFO : Epoch 1930 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 1531.7 ms [2022-01-22 03:22:09 main:574] : INFO : Epoch 1931 | loss: 0.0311686 | val_loss: 0.0311818 | Time: 1516.42 ms [2022-01-22 03:22:11 main:574] : INFO : Epoch 1932 | loss: 0.0311694 | val_loss: 0.0311808 | Time: 1462.25 ms [2022-01-22 03:22:12 main:574] : INFO : Epoch 1933 | loss: 0.0311686 | val_loss: 0.031178 | Time: 1470.8 ms [2022-01-22 03:22:13 main:574] : INFO : Epoch 1934 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 1459.15 ms [2022-01-22 03:22:15 main:574] : INFO : Epoch 1935 | loss: 0.0311658 | val_loss: 0.0311782 | Time: 1478.02 ms [2022-01-22 03:22:16 main:574] : INFO : Epoch 1936 | loss: 0.031166 | val_loss: 0.0311776 | Time: 1556.21 ms [2022-01-22 03:22:18 main:574] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 1505.5 ms [2022-01-22 03:22:20 main:574] : INFO : Epoch 1938 | loss: 0.031167 | val_loss: 0.0311776 | Time: 1525.2 ms [2022-01-22 03:22:31 main:574] : INFO : Epoch 1939 | loss: 0.0311678 | val_loss: 0.0311787 | Time: 11707.6 ms [2022-01-22 03:22:33 main:574] : INFO : Epoch 1940 | loss: 0.0311661 | val_loss: 0.0311789 | Time: 1448.52 ms [2022-01-22 03:22:35 main:574] : INFO : Epoch 1941 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 1879.31 ms [2022-01-22 03:22:36 main:574] : INFO : Epoch 1942 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 1460.05 ms [2022-01-22 03:22:38 main:574] : INFO : Epoch 1943 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 1449.37 ms [2022-01-22 03:22:39 main:574] : INFO : Epoch 1944 | loss: 0.0311666 | val_loss: 0.0311771 | Time: 1599.3 ms [2022-01-22 03:22:41 main:574] : INFO : Epoch 1945 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 1481.72 ms [2022-01-22 03:22:42 main:574] : INFO : Epoch 1946 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 1452.41 ms [2022-01-22 03:22:44 main:574] : INFO : Epoch 1947 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 1480.92 ms [2022-01-22 03:22:45 main:574] : INFO : Epoch 1948 | loss: 0.0311662 | val_loss: 0.0311784 | Time: 1460.64 ms [2022-01-22 03:22:46 main:574] : INFO : Epoch 1949 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 1449.44 ms [2022-01-22 03:22:48 main:574] : INFO : Epoch 1950 | loss: 0.031168 | val_loss: 0.0311799 | Time: 1542.45 ms [2022-01-22 03:22:49 main:574] : INFO : Epoch 1951 | loss: 0.0311678 | val_loss: 0.0311766 | Time: 1444.56 ms [2022-01-22 03:22:51 main:574] : INFO : Epoch 1952 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 1457.79 ms [2022-01-22 03:22:53 main:574] : INFO : Epoch 1953 | loss: 0.031167 | val_loss: 0.0311792 | Time: 1559.82 ms [2022-01-22 03:22:54 main:574] : INFO : Epoch 1954 | loss: 0.0311654 | val_loss: 0.0311767 | Time: 1539.95 ms [2022-01-22 03:22:56 main:574] : INFO : Epoch 1955 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 1453.13 ms [2022-01-22 03:22:57 main:574] : INFO : Epoch 1956 | loss: 0.0311657 | val_loss: 0.0311783 | Time: 1457.98 ms [2022-01-22 03:22:58 main:574] : INFO : Epoch 1957 | loss: 0.031167 | val_loss: 0.0311767 | Time: 1460.85 ms [2022-01-22 03:23:00 main:574] : INFO : Epoch 1958 | loss: 0.0311653 | val_loss: 0.0311771 | Time: 1531.56 ms [2022-01-22 03:23:01 main:574] : INFO : Epoch 1959 | loss: 0.0311666 | val_loss: 0.0311766 | Time: 1484.91 ms [2022-01-22 03:23:03 main:574] : INFO : Epoch 1960 | loss: 0.0311674 | val_loss: 0.0311788 | Time: 1456.96 ms [2022-01-22 03:23:04 main:574] : INFO : Epoch 1961 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 1473.81 ms [2022-01-22 03:23:06 main:574] : INFO : Epoch 1962 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 1537.3 ms [2022-01-22 03:23:07 main:574] : INFO : Epoch 1963 | loss: 0.0311634 | val_loss: 0.0311751 | Time: 1458.21 ms [2022-01-22 03:23:09 main:574] : INFO : Epoch 1964 | loss: 0.0311627 | val_loss: 0.0311742 | Time: 1506.85 ms [2022-01-22 03:23:10 main:574] : INFO : Epoch 1965 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 1446.15 ms [2022-01-22 03:23:12 main:574] : INFO : Epoch 1966 | loss: 0.0311645 | val_loss: 0.0311789 | Time: 1558 ms [2022-01-22 03:23:13 main:574] : INFO : Epoch 1967 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 1452.74 ms [2022-01-22 03:23:15 main:574] : INFO : Epoch 1968 | loss: 0.031165 | val_loss: 0.0311756 | Time: 1467 ms [2022-01-22 03:23:16 main:574] : INFO : Epoch 1969 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 1457.84 ms [2022-01-22 03:23:18 main:574] : INFO : Epoch 1970 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 1467.64 ms [2022-01-22 03:23:19 main:574] : INFO : Epoch 1971 | loss: 0.0311627 | val_loss: 0.0311764 | Time: 1554.55 ms [2022-01-22 03:23:21 main:574] : INFO : Epoch 1972 | loss: 0.0311608 | val_loss: 0.0311759 | Time: 1456.88 ms [2022-01-22 03:23:22 main:574] : INFO : Epoch 1973 | loss: 0.0311626 | val_loss: 0.0311761 | Time: 1519.77 ms [2022-01-22 03:23:24 main:574] : INFO : Epoch 1974 | loss: 0.031164 | val_loss: 0.0311768 | Time: 1449.47 ms [2022-01-22 03:23:25 main:574] : INFO : Epoch 1975 | loss: 0.0311632 | val_loss: 0.0311778 | Time: 1471.44 ms [2022-01-22 03:23:27 main:574] : INFO : Epoch 1976 | loss: 0.0311636 | val_loss: 0.031177 | Time: 1554.7 ms [2022-01-22 03:23:28 main:574] : INFO : Epoch 1977 | loss: 0.031162 | val_loss: 0.0311767 | Time: 1451.58 ms [2022-01-22 03:23:30 main:574] : INFO : Epoch 1978 | loss: 0.0311627 | val_loss: 0.0311757 | Time: 1455.34 ms [2022-01-22 03:23:31 main:574] : INFO : Epoch 1979 | loss: 0.0311612 | val_loss: 0.0311757 | Time: 1512.71 ms [2022-01-22 03:23:33 main:574] : INFO : Epoch 1980 | loss: 0.0311616 | val_loss: 0.0311786 | Time: 1457.82 ms [2022-01-22 03:23:35 main:574] : INFO : Epoch 1981 | loss: 0.0311614 | val_loss: 0.0311783 | Time: 1866.89 ms [2022-01-22 03:23:36 main:574] : INFO : Epoch 1982 | loss: 0.0311607 | val_loss: 0.0311779 | Time: 1474.4 ms [2022-01-22 03:23:38 main:574] : INFO : Epoch 1983 | loss: 0.0311598 | val_loss: 0.0311776 | Time: 1462.16 ms [2022-01-22 03:23:39 main:574] : INFO : Epoch 1984 | loss: 0.0311581 | val_loss: 0.031177 | Time: 1459.7 ms [2022-01-22 03:23:51 main:574] : INFO : Epoch 1985 | loss: 0.0311598 | val_loss: 0.0311773 | Time: 11704.2 ms [2022-01-22 03:23:52 main:574] : INFO : Epoch 1986 | loss: 0.031161 | val_loss: 0.0311789 | Time: 1464.79 ms [2022-01-22 03:23:54 main:574] : INFO : Epoch 1987 | loss: 0.0311622 | val_loss: 0.0311881 | Time: 1444.97 ms [2022-01-22 03:23:55 main:574] : INFO : Epoch 1988 | loss: 0.0311631 | val_loss: 0.0311775 | Time: 1459.76 ms [2022-01-22 03:23:57 main:574] : INFO : Epoch 1989 | loss: 0.0311616 | val_loss: 0.0311762 | Time: 1520.75 ms [2022-01-22 03:23:58 main:574] : INFO : Epoch 1990 | loss: 0.0311629 | val_loss: 0.0311786 | Time: 1497.67 ms [2022-01-22 03:24:00 main:574] : INFO : Epoch 1991 | loss: 0.0311601 | val_loss: 0.0311836 | Time: 1456.32 ms [2022-01-22 03:24:01 main:574] : INFO : Epoch 1992 | loss: 0.031162 | val_loss: 0.0311782 | Time: 1459.43 ms [2022-01-22 03:24:03 main:574] : INFO : Epoch 1993 | loss: 0.0311596 | val_loss: 0.0311789 | Time: 1503.39 ms [2022-01-22 03:24:04 main:574] : INFO : Epoch 1994 | loss: 0.0311591 | val_loss: 0.0311771 | Time: 1458.2 ms [2022-01-22 03:24:06 main:574] : INFO : Epoch 1995 | loss: 0.0311607 | val_loss: 0.0311781 | Time: 1513.91 ms [2022-01-22 03:24:07 main:574] : INFO : Epoch 1996 | loss: 0.0311594 | val_loss: 0.0311783 | Time: 1452.5 ms [2022-01-22 03:24:09 main:574] : INFO : Epoch 1997 | loss: 0.0311609 | val_loss: 0.0311793 | Time: 1511.51 ms [2022-01-22 03:24:10 main:574] : INFO : Epoch 1998 | loss: 0.0311601 | val_loss: 0.0311781 | Time: 1446.03 ms [2022-01-22 03:24:12 main:574] : INFO : Epoch 1999 | loss: 0.0311612 | val_loss: 0.0311811 | Time: 1456.69 ms [2022-01-22 03:24:13 main:574] : INFO : Epoch 2000 | loss: 0.0311634 | val_loss: 0.0311794 | Time: 1442.33 ms [2022-01-22 03:24:15 main:574] : INFO : Epoch 2001 | loss: 0.0311615 | val_loss: 0.0311755 | Time: 1566.61 ms [2022-01-22 03:24:16 main:574] : INFO : Epoch 2002 | loss: 0.0311618 | val_loss: 0.0311757 | Time: 1492.98 ms [2022-01-22 03:24:18 main:574] : INFO : Epoch 2003 | loss: 0.031163 | val_loss: 0.0311754 | Time: 1517.56 ms [2022-01-22 03:24:19 main:574] : INFO : Epoch 2004 | loss: 0.0311621 | val_loss: 0.0311786 | Time: 1465.1 ms [2022-01-22 03:24:21 main:574] : INFO : Epoch 2005 | loss: 0.0311604 | val_loss: 0.0311763 | Time: 1524 ms [2022-01-22 03:24:32 main:574] : INFO : Epoch 2006 | loss: 0.0311588 | val_loss: 0.0311788 | Time: 11613.2 ms [2022-01-22 03:24:34 main:574] : INFO : Epoch 2007 | loss: 0.0311606 | val_loss: 0.0311771 | Time: 1987.36 ms [2022-01-22 03:24:36 main:574] : INFO : Epoch 2008 | loss: 0.0311588 | val_loss: 0.0311779 | Time: 1472.87 ms [2022-01-22 03:24:37 main:574] : INFO : Epoch 2009 | loss: 0.0311611 | val_loss: 0.0311797 | Time: 1446.51 ms [2022-01-22 03:24:39 main:574] : INFO : Epoch 2010 | loss: 0.0311612 | val_loss: 0.0311783 | Time: 1453.66 ms [2022-01-22 03:24:40 main:574] : INFO : Epoch 2011 | loss: 0.0311603 | val_loss: 0.0311767 | Time: 1524.67 ms [2022-01-22 03:24:52 main:574] : INFO : Epoch 2012 | loss: 0.031161 | val_loss: 0.0311818 | Time: 11687.5 ms [2022-01-22 03:24:53 main:574] : INFO : Epoch 2013 | loss: 0.0311618 | val_loss: 0.0311759 | Time: 1460.31 ms [2022-01-22 03:24:55 main:574] : INFO : Epoch 2014 | loss: 0.0311615 | val_loss: 0.0311786 | Time: 1609.34 ms [2022-01-22 03:24:56 main:574] : INFO : Epoch 2015 | loss: 0.0311603 | val_loss: 0.0311741 | Time: 1469.51 ms [2022-01-22 03:24:58 main:574] : INFO : Epoch 2016 | loss: 0.03116 | val_loss: 0.0311768 | Time: 1462.39 ms [2022-01-22 03:24:59 main:574] : INFO : Epoch 2017 | loss: 0.03116 | val_loss: 0.0311754 | Time: 1457.72 ms [2022-01-22 03:25:01 main:574] : INFO : Epoch 2018 | loss: 0.0311579 | val_loss: 0.0311774 | Time: 1467.63 ms [2022-01-22 03:25:02 main:574] : INFO : Epoch 2019 | loss: 0.03116 | val_loss: 0.0311783 | Time: 1446.16 ms [2022-01-22 03:25:04 main:574] : INFO : Epoch 2020 | loss: 0.0311674 | val_loss: 0.0311803 | Time: 1602.66 ms [2022-01-22 03:25:05 main:574] : INFO : Epoch 2021 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 1479.78 ms [2022-01-22 03:25:07 main:574] : INFO : Epoch 2022 | loss: 0.0311565 | val_loss: 0.0311798 | Time: 1452.8 ms [2022-01-22 03:25:08 main:574] : INFO : Epoch 2023 | loss: 0.0311582 | val_loss: 0.0311759 | Time: 1460.25 ms [2022-01-22 03:25:10 main:574] : INFO : Epoch 2024 | loss: 0.031159 | val_loss: 0.0311763 | Time: 1501.32 ms [2022-01-22 03:25:11 main:574] : INFO : Epoch 2025 | loss: 0.0311587 | val_loss: 0.0311833 | Time: 1475.47 ms [2022-01-22 03:25:13 main:574] : INFO : Epoch 2026 | loss: 0.0311591 | val_loss: 0.0311778 | Time: 1456.39 ms [2022-01-22 03:25:14 main:574] : INFO : Epoch 2027 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 1472.21 ms [2022-01-22 03:25:16 main:574] : INFO : Epoch 2028 | loss: 0.0311568 | val_loss: 0.0311794 | Time: 1652.82 ms [2022-01-22 03:25:17 main:574] : INFO : Epoch 2029 | loss: 0.0311591 | val_loss: 0.031178 | Time: 1450.98 ms [2022-01-22 03:25:19 main:574] : INFO : Epoch 2030 | loss: 0.0311603 | val_loss: 0.031178 | Time: 1503.83 ms [2022-01-22 03:25:20 main:574] : INFO : Epoch 2031 | loss: 0.0311586 | val_loss: 0.0311777 | Time: 1509.89 ms [2022-01-22 03:25:22 main:574] : INFO : Epoch 2032 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 1454.31 ms [2022-01-22 03:25:23 main:574] : INFO : Epoch 2033 | loss: 0.0311617 | val_loss: 0.0311804 | Time: 1475.68 ms [2022-01-22 03:25:25 main:574] : INFO : Epoch 2034 | loss: 0.0311633 | val_loss: 0.0311786 | Time: 1469.88 ms [2022-01-22 03:25:26 main:574] : INFO : Epoch 2035 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1463.57 ms [2022-01-22 03:25:28 main:574] : INFO : Epoch 2036 | loss: 0.0311678 | val_loss: 0.0311771 | Time: 1448.37 ms [2022-01-22 03:25:29 main:574] : INFO : Epoch 2037 | loss: 0.03117 | val_loss: 0.0311783 | Time: 1531.65 ms [2022-01-22 03:25:31 main:574] : INFO : Epoch 2038 | loss: 0.031167 | val_loss: 0.031174 | Time: 1461.1 ms [2022-01-22 03:25:32 main:574] : INFO : Epoch 2039 | loss: 0.031165 | val_loss: 0.031173 | Time: 1452.52 ms [2022-01-22 03:25:34 main:574] : INFO : Epoch 2040 | loss: 0.0311615 | val_loss: 0.031174 | Time: 1912.47 ms [2022-01-22 03:25:36 main:574] : INFO : Epoch 2041 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 1515.07 ms [2022-01-22 03:25:37 main:574] : INFO : Epoch 2042 | loss: 0.0311602 | val_loss: 0.0311749 | Time: 1502.22 ms [2022-01-22 03:25:39 main:574] : INFO : Epoch 2043 | loss: 0.0311628 | val_loss: 0.0311769 | Time: 1451.25 ms [2022-01-22 03:25:40 main:574] : INFO : Epoch 2044 | loss: 0.0311628 | val_loss: 0.0311769 | Time: 1505.71 ms [2022-01-22 03:25:42 main:574] : INFO : Epoch 2045 | loss: 0.0311605 | val_loss: 0.0311779 | Time: 1451.14 ms [2022-01-22 03:25:43 main:574] : INFO : Epoch 2046 | loss: 0.0311591 | val_loss: 0.0311778 | Time: 1456.62 ms [2022-01-22 03:25:44 main:574] : INFO : Epoch 2047 | loss: 0.0311601 | val_loss: 0.0311749 | Time: 1468.51 ms [2022-01-22 03:25:46 main:574] : INFO : Epoch 2048 | loss: 0.0311594 | val_loss: 0.0311781 | Time: 1499.71 ms [2022-01-22 03:25:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311781 [2022-01-22 03:25:46 main:603] : INFO : Saving end state to config to file [2022-01-22 03:25:46 main:608] : INFO : Success, exiting.. 03:25:46 (27628): 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)