Task 14597426
| Name | ParityModified-1647043272-12280-3-0_0 |
| Workunit | 11618491 |
| Created | 11 Apr 2022, 16:46:35 UTC |
| Sent | 11 Apr 2022, 16:46:43 UTC |
| Report deadline | 19 Apr 2022, 16:46:43 UTC |
| Received | 11 Apr 2022, 21:37:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 52 min 6 sec |
| CPU time | 52 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311886 | val_loss: 0.0311877 | Time: 1747.45 ms [2022-04-11 23:23:56 main:581] : INFO : Epoch 1539 | loss: 0.0312019 | val_loss: 0.0311862 | Time: 1491.22 ms [2022-04-11 23:23:57 main:581] : INFO : Epoch 1540 | loss: 0.0311933 | val_loss: 0.0311897 | Time: 1529.36 ms [2022-04-11 23:23:59 main:581] : INFO : Epoch 1541 | loss: 0.0311894 | val_loss: 0.0311857 | Time: 1514.68 ms [2022-04-11 23:24:00 main:581] : INFO : Epoch 1542 | loss: 0.0311892 | val_loss: 0.031186 | Time: 1542.69 ms [2022-04-11 23:24:02 main:581] : INFO : Epoch 1543 | loss: 0.0311886 | val_loss: 0.0311856 | Time: 1706.68 ms [2022-04-11 23:24:04 main:581] : INFO : Epoch 1544 | loss: 0.0311894 | val_loss: 0.0311906 | Time: 1511.56 ms [2022-04-11 23:24:05 main:581] : INFO : Epoch 1545 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 1721.18 ms [2022-04-11 23:24:07 main:581] : INFO : Epoch 1546 | loss: 0.031189 | val_loss: 0.031187 | Time: 1614.1 ms [2022-04-11 23:24:08 main:581] : INFO : Epoch 1547 | loss: 0.0311898 | val_loss: 0.0311901 | Time: 1504.18 ms [2022-04-11 23:24:10 main:581] : INFO : Epoch 1548 | loss: 0.0311918 | val_loss: 0.0311882 | Time: 1509.01 ms [2022-04-11 23:24:11 main:581] : INFO : Epoch 1549 | loss: 0.0311889 | val_loss: 0.0311889 | Time: 1504.44 ms [2022-04-11 23:24:13 main:581] : INFO : Epoch 1550 | loss: 0.0311905 | val_loss: 0.0311876 | Time: 1501.69 ms [2022-04-11 23:24:14 main:581] : INFO : Epoch 1551 | loss: 0.0311882 | val_loss: 0.0311859 | Time: 1500.58 ms [2022-04-11 23:24:16 main:581] : INFO : Epoch 1552 | loss: 0.031188 | val_loss: 0.031186 | Time: 1566.4 ms [2022-04-11 23:24:18 main:581] : INFO : Epoch 1553 | loss: 0.0311907 | val_loss: 0.0311878 | Time: 1488.32 ms [2022-04-11 23:24:19 main:581] : INFO : Epoch 1554 | loss: 0.0311901 | val_loss: 0.0311864 | Time: 1496.42 ms [2022-04-11 23:24:21 main:581] : INFO : Epoch 1555 | loss: 0.0311891 | val_loss: 0.0311855 | Time: 1518.47 ms [2022-04-11 23:24:22 main:581] : INFO : Epoch 1556 | loss: 0.0311877 | val_loss: 0.031185 | Time: 1577.32 ms [2022-04-11 23:24:24 main:581] : INFO : Epoch 1557 | loss: 0.0311885 | val_loss: 0.0311886 | Time: 1498.04 ms [2022-04-11 23:24:25 main:581] : INFO : Epoch 1558 | loss: 0.0311892 | val_loss: 0.0311861 | Time: 1511.46 ms [2022-04-11 23:24:27 main:581] : INFO : Epoch 1559 | loss: 0.0312013 | val_loss: 0.0312226 | Time: 1540.28 ms [2022-04-11 23:24:28 main:581] : INFO : Epoch 1560 | loss: 0.031196 | val_loss: 0.0311887 | Time: 1503.78 ms [2022-04-11 23:24:30 main:581] : INFO : Epoch 1561 | loss: 0.0311897 | val_loss: 0.0311872 | Time: 1513.03 ms [2022-04-11 23:24:31 main:581] : INFO : Epoch 1562 | loss: 0.0311894 | val_loss: 0.0311885 | Time: 1541.22 ms [2022-04-11 23:24:33 main:581] : INFO : Epoch 1563 | loss: 0.0311881 | val_loss: 0.031185 | Time: 1512.6 ms [2022-04-11 23:24:34 main:581] : INFO : Epoch 1564 | loss: 0.0311869 | val_loss: 0.0311862 | Time: 1507.25 ms [2022-04-11 23:24:36 main:581] : INFO : Epoch 1565 | loss: 0.0311881 | val_loss: 0.0311858 | Time: 1504.38 ms [2022-04-11 23:24:37 main:581] : INFO : Epoch 1566 | loss: 0.0311881 | val_loss: 0.0311849 | Time: 1538.33 ms [2022-04-11 23:24:39 main:581] : INFO : Epoch 1567 | loss: 0.0311881 | val_loss: 0.0311852 | Time: 1506.28 ms [2022-04-11 23:24:41 main:581] : INFO : Epoch 1568 | loss: 0.031188 | val_loss: 0.0311857 | Time: 1833.61 ms [2022-04-11 23:24:42 main:581] : INFO : Epoch 1569 | loss: 0.0311882 | val_loss: 0.0311858 | Time: 1607.48 ms [2022-04-11 23:24:44 main:581] : INFO : Epoch 1570 | loss: 0.0311886 | val_loss: 0.0311869 | Time: 1502.29 ms [2022-04-11 23:24:45 main:581] : INFO : Epoch 1571 | loss: 0.0311921 | val_loss: 0.0311874 | Time: 1518.84 ms [2022-04-11 23:24:47 main:581] : INFO : Epoch 1572 | loss: 0.0311905 | val_loss: 0.0311906 | Time: 1500.65 ms [2022-04-11 23:24:48 main:581] : INFO : Epoch 1573 | loss: 0.0311886 | val_loss: 0.0311857 | Time: 1616.53 ms [2022-04-11 23:24:50 main:581] : INFO : Epoch 1574 | loss: 0.0311877 | val_loss: 0.0311876 | Time: 1500.01 ms [2022-04-11 23:24:52 main:581] : INFO : Epoch 1575 | loss: 0.0311906 | val_loss: 0.031193 | Time: 1650.14 ms [2022-04-11 23:24:53 main:581] : INFO : Epoch 1576 | loss: 0.0311908 | val_loss: 0.0311855 | Time: 1530.2 ms [2022-04-11 23:24:55 main:581] : INFO : Epoch 1577 | loss: 0.0311876 | val_loss: 0.0311851 | Time: 1491.63 ms [2022-04-11 23:24:56 main:581] : INFO : Epoch 1578 | loss: 0.031187 | val_loss: 0.0311842 | Time: 1571.9 ms [2022-04-11 23:24:58 main:581] : INFO : Epoch 1579 | loss: 0.0311876 | val_loss: 0.0311852 | Time: 1496.77 ms [2022-04-11 23:24:59 main:581] : INFO : Epoch 1580 | loss: 0.0311888 | val_loss: 0.0311855 | Time: 1518.21 ms [2022-04-11 23:25:01 main:581] : INFO : Epoch 1581 | loss: 0.0311889 | val_loss: 0.0311913 | Time: 1578.52 ms [2022-04-11 23:25:02 main:581] : INFO : Epoch 1582 | loss: 0.0311919 | val_loss: 0.031191 | Time: 1502.6 ms [2022-04-11 23:25:04 main:581] : INFO : Epoch 1583 | loss: 0.0311922 | val_loss: 0.0311884 | Time: 1667.83 ms [2022-04-11 23:25:05 main:581] : INFO : Epoch 1584 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 1572.82 ms [2022-04-11 23:25:07 main:581] : INFO : Epoch 1585 | loss: 0.0311899 | val_loss: 0.0311875 | Time: 1496.17 ms [2022-04-11 23:25:08 main:581] : INFO : Epoch 1586 | loss: 0.0311893 | val_loss: 0.0311865 | Time: 1491.01 ms [2022-04-11 23:25:10 main:581] : INFO : Epoch 1587 | loss: 0.0311872 | val_loss: 0.0311858 | Time: 1480.03 ms [2022-04-11 23:25:11 main:581] : INFO : Epoch 1588 | loss: 0.031187 | val_loss: 0.0311852 | Time: 1497.89 ms [2022-04-11 23:25:13 main:581] : INFO : Epoch 1589 | loss: 0.03119 | val_loss: 0.0311938 | Time: 1493.11 ms [2022-04-11 23:25:14 main:581] : INFO : Epoch 1590 | loss: 0.0311912 | val_loss: 0.031185 | Time: 1486.23 ms [2022-04-11 23:25:16 main:581] : INFO : Epoch 1591 | loss: 0.0311872 | val_loss: 0.0311849 | Time: 1491.41 ms [2022-04-11 23:25:17 main:581] : INFO : Epoch 1592 | loss: 0.0311871 | val_loss: 0.031186 | Time: 1543.48 ms [2022-04-11 23:25:19 main:581] : INFO : Epoch 1593 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 1494.26 ms [2022-04-11 23:25:20 main:581] : INFO : Epoch 1594 | loss: 0.0311887 | val_loss: 0.0311863 | Time: 1532.83 ms [2022-04-11 23:25:22 main:581] : INFO : Epoch 1595 | loss: 0.0311874 | val_loss: 0.0311873 | Time: 1532.93 ms [2022-04-11 23:25:24 main:581] : INFO : Epoch 1596 | loss: 0.0311961 | val_loss: 0.0311844 | Time: 1505.12 ms [2022-04-11 23:25:25 main:581] : INFO : Epoch 1597 | loss: 0.0311884 | val_loss: 0.0311907 | Time: 1497.27 ms [2022-04-11 23:25:27 main:581] : INFO : Epoch 1598 | loss: 0.0311894 | val_loss: 0.0311898 | Time: 1504.96 ms [2022-04-11 23:25:28 main:581] : INFO : Epoch 1599 | loss: 0.0311876 | val_loss: 0.0311863 | Time: 1483.51 ms [2022-04-11 23:25:30 main:581] : INFO : Epoch 1600 | loss: 0.0311875 | val_loss: 0.0311882 | Time: 1528.06 ms [2022-04-11 23:25:31 main:581] : INFO : Epoch 1601 | loss: 0.0311878 | val_loss: 0.0311861 | Time: 1768.54 ms [2022-04-11 23:25:33 main:581] : INFO : Epoch 1602 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 1822.47 ms [2022-04-11 23:25:35 main:581] : INFO : Epoch 1603 | loss: 0.0311869 | val_loss: 0.0311866 | Time: 1608.37 ms [2022-04-11 23:25:36 main:581] : INFO : Epoch 1604 | loss: 0.0311912 | val_loss: 0.0311863 | Time: 1489.29 ms [2022-04-11 23:25:38 main:581] : INFO : Epoch 1605 | loss: 0.0311907 | val_loss: 0.0311868 | Time: 1497.68 ms [2022-04-11 23:25:39 main:581] : INFO : Epoch 1606 | loss: 0.031189 | val_loss: 0.0311875 | Time: 1494.22 ms [2022-04-11 23:25:41 main:581] : INFO : Epoch 1607 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 1503.14 ms [2022-04-11 23:25:42 main:581] : INFO : Epoch 1608 | loss: 0.0311899 | val_loss: 0.0311898 | Time: 1488.96 ms [2022-04-11 23:25:44 main:581] : INFO : Epoch 1609 | loss: 0.0311882 | val_loss: 0.0311855 | Time: 1499.52 ms [2022-04-11 23:25:45 main:581] : INFO : Epoch 1610 | loss: 0.0311891 | val_loss: 0.0311912 | Time: 1654.54 ms [2022-04-11 23:25:47 main:581] : INFO : Epoch 1611 | loss: 0.0311901 | val_loss: 0.0311934 | Time: 1508.7 ms [2022-04-11 23:25:49 main:581] : INFO : Epoch 1612 | loss: 0.031193 | val_loss: 0.0311871 | Time: 1638.52 ms [2022-04-11 23:25:50 main:581] : INFO : Epoch 1613 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 1507.43 ms [2022-04-11 23:25:52 main:581] : INFO : Epoch 1614 | loss: 0.0311849 | val_loss: 0.0311828 | Time: 1505.3 ms [2022-04-11 23:25:53 main:581] : INFO : Epoch 1615 | loss: 0.0311823 | val_loss: 0.0311822 | Time: 1537 ms [2022-04-11 23:25:55 main:581] : INFO : Epoch 1616 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 1561.47 ms [2022-04-11 23:25:56 main:581] : INFO : Epoch 1617 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 1502.5 ms [2022-04-11 23:25:58 main:581] : INFO : Epoch 1618 | loss: 0.0311819 | val_loss: 0.031183 | Time: 1496.86 ms [2022-04-11 23:25:59 main:581] : INFO : Epoch 1619 | loss: 0.031182 | val_loss: 0.0311835 | Time: 1498.63 ms [2022-04-11 23:26:01 main:581] : INFO : Epoch 1620 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 1494.53 ms [2022-04-11 23:26:02 main:581] : INFO : Epoch 1621 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 1499.19 ms [2022-04-11 23:26:04 main:581] : INFO : Epoch 1622 | loss: 0.031186 | val_loss: 0.0311866 | Time: 1500.07 ms [2022-04-11 23:26:05 main:581] : INFO : Epoch 1623 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 1629.67 ms [2022-04-11 23:26:07 main:581] : INFO : Epoch 1624 | loss: 0.0311821 | val_loss: 0.0311829 | Time: 1549.03 ms [2022-04-11 23:26:08 main:581] : INFO : Epoch 1625 | loss: 0.0311828 | val_loss: 0.0311883 | Time: 1563.39 ms [2022-04-11 23:26:10 main:581] : INFO : Epoch 1626 | loss: 0.0311855 | val_loss: 0.0311836 | Time: 1510.06 ms [2022-04-11 23:26:11 main:581] : INFO : Epoch 1627 | loss: 0.0311817 | val_loss: 0.031183 | Time: 1501.56 ms [2022-04-11 23:26:13 main:581] : INFO : Epoch 1628 | loss: 0.031182 | val_loss: 0.0311855 | Time: 1501.42 ms [2022-04-11 23:26:15 main:581] : INFO : Epoch 1629 | loss: 0.0311915 | val_loss: 0.0311833 | Time: 1939.32 ms [2022-04-11 23:26:16 main:581] : INFO : Epoch 1630 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 1485.54 ms [2022-04-11 23:26:18 main:581] : INFO : Epoch 1631 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 1525.32 ms [2022-04-11 23:26:19 main:581] : INFO : Epoch 1632 | loss: 0.0311832 | val_loss: 0.0311844 | Time: 1510.55 ms [2022-04-11 23:26:21 main:581] : INFO : Epoch 1633 | loss: 0.031185 | val_loss: 0.0311843 | Time: 1498.95 ms [2022-04-11 23:26:22 main:581] : INFO : Epoch 1634 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 1505.94 ms [2022-04-11 23:26:24 main:581] : INFO : Epoch 1635 | loss: 0.0311854 | val_loss: 0.0311819 | Time: 1497.45 ms [2022-04-11 23:26:25 main:581] : INFO : Epoch 1636 | loss: 0.0311826 | val_loss: 0.0311848 | Time: 1501.53 ms [2022-04-11 23:26:27 main:581] : INFO : Epoch 1637 | loss: 0.0311817 | val_loss: 0.0311819 | Time: 1502.95 ms [2022-04-11 23:26:28 main:581] : INFO : Epoch 1638 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 1505.03 ms [2022-04-11 23:26:30 main:581] : INFO : Epoch 1639 | loss: 0.031182 | val_loss: 0.0311833 | Time: 1587.3 ms [2022-04-11 23:26:32 main:581] : INFO : Epoch 1640 | loss: 0.0311822 | val_loss: 0.03118 | Time: 1570.48 ms [2022-04-11 23:26:33 main:581] : INFO : Epoch 1641 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 1634.22 ms [2022-04-11 23:26:35 main:581] : INFO : Epoch 1642 | loss: 0.0311794 | val_loss: 0.0311799 | Time: 1671.8 ms [2022-04-11 23:26:36 main:581] : INFO : Epoch 1643 | loss: 0.0311785 | val_loss: 0.0311808 | Time: 1520.82 ms [2022-04-11 23:26:38 main:581] : INFO : Epoch 1644 | loss: 0.0311789 | val_loss: 0.0311831 | Time: 1503.39 ms [2022-04-11 23:26:39 main:581] : INFO : Epoch 1645 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 1492.72 ms [2022-04-11 23:26:41 main:581] : INFO : Epoch 1646 | loss: 0.0311797 | val_loss: 0.0311775 | Time: 1498.23 ms [2022-04-11 23:26:42 main:581] : INFO : Epoch 1647 | loss: 0.0311786 | val_loss: 0.0311767 | Time: 1500.21 ms [2022-04-11 23:26:44 main:581] : INFO : Epoch 1648 | loss: 0.0311778 | val_loss: 0.0311764 | Time: 1503.52 ms [2022-04-11 23:26:45 main:581] : INFO : Epoch 1649 | loss: 0.0311764 | val_loss: 0.0311794 | Time: 1495.26 ms [2022-04-11 23:26:47 main:581] : INFO : Epoch 1650 | loss: 0.0311781 | val_loss: 0.0311785 | Time: 1498.7 ms [2022-04-11 23:26:48 main:581] : INFO : Epoch 1651 | loss: 0.0311759 | val_loss: 0.0311793 | Time: 1544.75 ms [2022-04-11 23:26:50 main:581] : INFO : Epoch 1652 | loss: 0.0311794 | val_loss: 0.0311879 | Time: 1559.77 ms [2022-04-11 23:26:51 main:581] : INFO : Epoch 1653 | loss: 0.0311816 | val_loss: 0.0311781 | Time: 1496.34 ms [2022-04-11 23:26:53 main:581] : INFO : Epoch 1654 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 1520.45 ms [2022-04-11 23:26:54 main:581] : INFO : Epoch 1655 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 1501.9 ms [2022-04-11 23:26:56 main:581] : INFO : Epoch 1656 | loss: 0.0311758 | val_loss: 0.0311764 | Time: 1509.26 ms [2022-04-11 23:26:57 main:581] : INFO : Epoch 1657 | loss: 0.0311752 | val_loss: 0.0311769 | Time: 1490 ms [2022-04-11 23:26:59 main:581] : INFO : Epoch 1658 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 1513.27 ms [2022-04-11 23:27:01 main:581] : INFO : Epoch 1659 | loss: 0.0311772 | val_loss: 0.0311802 | Time: 1552 ms [2022-04-11 23:27:02 main:581] : INFO : Epoch 1660 | loss: 0.0311775 | val_loss: 0.0311768 | Time: 1532.66 ms [2022-04-11 23:27:04 main:581] : INFO : Epoch 1661 | loss: 0.0311746 | val_loss: 0.0311758 | Time: 1488.75 ms [2022-04-11 23:27:05 main:581] : INFO : Epoch 1662 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 1495.65 ms [2022-04-11 23:27:07 main:581] : INFO : Epoch 1663 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 1506.67 ms [2022-04-11 23:27:08 main:581] : INFO : Epoch 1664 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 1497.44 ms [2022-04-11 23:27:10 main:581] : INFO : Epoch 1665 | loss: 0.0311773 | val_loss: 0.0311872 | Time: 1494.44 ms [2022-04-11 23:27:11 main:581] : INFO : Epoch 1666 | loss: 0.0311805 | val_loss: 0.0311784 | Time: 1521.88 ms [2022-04-11 23:27:13 main:581] : INFO : Epoch 1667 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 1509.44 ms [2022-04-11 23:27:14 main:581] : INFO : Epoch 1668 | loss: 0.0311752 | val_loss: 0.0311759 | Time: 1517.33 ms [2022-04-11 23:27:16 main:581] : INFO : Epoch 1669 | loss: 0.031176 | val_loss: 0.0311763 | Time: 1658.53 ms [2022-04-11 23:27:17 main:581] : INFO : Epoch 1670 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 1494.51 ms [2022-04-11 23:27:19 main:581] : INFO : Epoch 1671 | loss: 0.0311754 | val_loss: 0.0311754 | Time: 1487.46 ms [2022-04-11 23:27:20 main:581] : INFO : Epoch 1672 | loss: 0.0311766 | val_loss: 0.0311762 | Time: 1484.39 ms [2022-04-11 23:27:22 main:581] : INFO : Epoch 1673 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 1552.05 ms [2022-04-11 23:27:23 main:581] : INFO : Epoch 1674 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 1500.36 ms [2022-04-11 23:27:25 main:581] : INFO : Epoch 1675 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 1575.42 ms [2022-04-11 23:27:26 main:581] : INFO : Epoch 1676 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 1484.32 ms [2022-04-11 23:27:28 main:581] : INFO : Epoch 1677 | loss: 0.0311809 | val_loss: 0.0311778 | Time: 1514.18 ms [2022-04-11 23:27:29 main:581] : INFO : Epoch 1678 | loss: 0.0311791 | val_loss: 0.0311845 | Time: 1491.92 ms [2022-04-11 23:27:31 main:581] : INFO : Epoch 1679 | loss: 0.031181 | val_loss: 0.0311774 | Time: 1488.72 ms [2022-04-11 23:27:32 main:581] : INFO : Epoch 1680 | loss: 0.0311782 | val_loss: 0.0311757 | Time: 1536.15 ms [2022-04-11 23:27:34 main:581] : INFO : Epoch 1681 | loss: 0.0311772 | val_loss: 0.0311774 | Time: 1500.99 ms [2022-04-11 23:27:35 main:581] : INFO : Epoch 1682 | loss: 0.031177 | val_loss: 0.0311798 | Time: 1624.91 ms [2022-04-11 23:27:37 main:581] : INFO : Epoch 1683 | loss: 0.0311768 | val_loss: 0.0311766 | Time: 1496.78 ms [2022-04-11 23:27:38 main:581] : INFO : Epoch 1684 | loss: 0.031176 | val_loss: 0.0311786 | Time: 1506.63 ms [2022-04-11 23:27:40 main:581] : INFO : Epoch 1685 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 1514.78 ms [2022-04-11 23:27:41 main:581] : INFO : Epoch 1686 | loss: 0.0311771 | val_loss: 0.0311775 | Time: 1503.09 ms [2022-04-11 23:27:43 main:581] : INFO : Epoch 1687 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 1509.31 ms [2022-04-11 23:27:44 main:581] : INFO : Epoch 1688 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 1491.74 ms [2022-04-11 23:27:46 main:581] : INFO : Epoch 1689 | loss: 0.0311767 | val_loss: 0.031177 | Time: 1492.69 ms [2022-04-11 23:27:47 main:581] : INFO : Epoch 1690 | loss: 0.0311757 | val_loss: 0.031176 | Time: 1486.87 ms [2022-04-11 23:27:49 main:581] : INFO : Epoch 1691 | loss: 0.0311762 | val_loss: 0.0311765 | Time: 1487.19 ms [2022-04-11 23:27:50 main:581] : INFO : Epoch 1692 | loss: 0.0311746 | val_loss: 0.0311777 | Time: 1496.43 ms [2022-04-11 23:27:52 main:581] : INFO : Epoch 1693 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 1515.96 ms [2022-04-11 23:27:54 main:581] : INFO : Epoch 1694 | loss: 0.0311754 | val_loss: 0.0311768 | Time: 1526.63 ms [2022-04-11 23:27:55 main:581] : INFO : Epoch 1695 | loss: 0.0311764 | val_loss: 0.0311764 | Time: 1543.56 ms [2022-04-11 23:27:57 main:581] : INFO : Epoch 1696 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 1505.4 ms [2022-04-11 23:27:58 main:581] : INFO : Epoch 1697 | loss: 0.0311752 | val_loss: 0.0311822 | Time: 1507.83 ms [2022-04-11 23:28:00 main:581] : INFO : Epoch 1698 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 1552.63 ms [2022-04-11 23:28:01 main:581] : INFO : Epoch 1699 | loss: 0.0311747 | val_loss: 0.0311776 | Time: 1814.68 ms [2022-04-11 23:28:03 main:581] : INFO : Epoch 1700 | loss: 0.0311764 | val_loss: 0.0311786 | Time: 1610.5 ms [2022-04-11 23:28:05 main:581] : INFO : Epoch 1701 | loss: 0.0311767 | val_loss: 0.0311862 | Time: 1788.62 ms [2022-04-11 23:28:06 main:581] : INFO : Epoch 1702 | loss: 0.0311776 | val_loss: 0.0311792 | Time: 1504.36 ms [2022-04-11 23:28:08 main:581] : INFO : Epoch 1703 | loss: 0.0311746 | val_loss: 0.0311765 | Time: 1629.07 ms [2022-04-11 23:28:09 main:581] : INFO : Epoch 1704 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 1511.86 ms [2022-04-11 23:28:11 main:581] : INFO : Epoch 1705 | loss: 0.0311779 | val_loss: 0.031178 | Time: 1548.6 ms [2022-04-11 23:28:13 main:581] : INFO : Epoch 1706 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 1489.14 ms [2022-04-11 23:28:14 main:581] : INFO : Epoch 1707 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 1496.09 ms [2022-04-11 23:28:16 main:581] : INFO : Epoch 1708 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 1494.78 ms [2022-04-11 23:28:17 main:581] : INFO : Epoch 1709 | loss: 0.0311748 | val_loss: 0.0311784 | Time: 1487.93 ms [2022-04-11 23:28:18 main:581] : INFO : Epoch 1710 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 1504.59 ms [2022-04-11 23:28:20 main:581] : INFO : Epoch 1711 | loss: 0.0311748 | val_loss: 0.0311765 | Time: 1566.25 ms [2022-04-11 23:28:22 main:581] : INFO : Epoch 1712 | loss: 0.0311749 | val_loss: 0.03118 | Time: 1494.46 ms [2022-04-11 23:28:23 main:581] : INFO : Epoch 1713 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 1489.03 ms [2022-04-11 23:28:25 main:581] : INFO : Epoch 1714 | loss: 0.031175 | val_loss: 0.0311774 | Time: 1503.01 ms [2022-04-11 23:28:26 main:581] : INFO : Epoch 1715 | loss: 0.0311755 | val_loss: 0.0311766 | Time: 1499.52 ms [2022-04-11 23:28:28 main:581] : INFO : Epoch 1716 | loss: 0.0311758 | val_loss: 0.0311782 | Time: 1521.78 ms [2022-04-11 23:28:29 main:581] : INFO : Epoch 1717 | loss: 0.0311759 | val_loss: 0.0311796 | Time: 1509.61 ms [2022-04-11 23:28:31 main:581] : INFO : Epoch 1718 | loss: 0.031177 | val_loss: 0.0311784 | Time: 1598.79 ms [2022-04-11 23:28:32 main:581] : INFO : Epoch 1719 | loss: 0.0311833 | val_loss: 0.0311782 | Time: 1553.22 ms [2022-04-11 23:28:34 main:581] : INFO : Epoch 1720 | loss: 0.0311782 | val_loss: 0.0311798 | Time: 1500.14 ms [2022-04-11 23:28:35 main:581] : INFO : Epoch 1721 | loss: 0.0311773 | val_loss: 0.0311771 | Time: 1494.73 ms [2022-04-11 23:28:37 main:581] : INFO : Epoch 1722 | loss: 0.0311756 | val_loss: 0.031176 | Time: 1486.46 ms [2022-04-11 23:28:38 main:581] : INFO : Epoch 1723 | loss: 0.0311761 | val_loss: 0.0311776 | Time: 1604.28 ms [2022-04-11 23:28:40 main:581] : INFO : Epoch 1724 | loss: 0.0311763 | val_loss: 0.0311753 | Time: 1499.91 ms [2022-04-11 23:28:41 main:581] : INFO : Epoch 1725 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 1584.59 ms [2022-04-11 23:28:43 main:581] : INFO : Epoch 1726 | loss: 0.031175 | val_loss: 0.0311748 | Time: 1495.25 ms [2022-04-11 23:28:44 main:581] : INFO : Epoch 1727 | loss: 0.0311748 | val_loss: 0.0311799 | Time: 1506.39 ms [2022-04-11 23:28:46 main:581] : INFO : Epoch 1728 | loss: 0.0311745 | val_loss: 0.031175 | Time: 1513.42 ms [2022-04-11 23:28:47 main:581] : INFO : Epoch 1729 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 1569.56 ms [2022-04-11 23:28:49 main:581] : INFO : Epoch 1730 | loss: 0.0311765 | val_loss: 0.0311769 | Time: 1485.57 ms [2022-04-11 23:28:50 main:581] : INFO : Epoch 1731 | loss: 0.0311742 | val_loss: 0.0311756 | Time: 1492.82 ms [2022-04-11 23:28:52 main:581] : INFO : Epoch 1732 | loss: 0.0311748 | val_loss: 0.0311794 | Time: 1511.91 ms [2022-04-11 23:28:54 main:581] : INFO : Epoch 1733 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 1663.96 ms [2022-04-11 23:28:55 main:581] : INFO : Epoch 1734 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 1486.29 ms [2022-04-11 23:28:57 main:581] : INFO : Epoch 1735 | loss: 0.0311779 | val_loss: 0.0311756 | Time: 1543.1 ms [2022-04-11 23:28:58 main:581] : INFO : Epoch 1736 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 1484.27 ms [2022-04-11 23:29:00 main:581] : INFO : Epoch 1737 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 1487.7 ms [2022-04-11 23:29:01 main:581] : INFO : Epoch 1738 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 1502.02 ms [2022-04-11 23:29:03 main:581] : INFO : Epoch 1739 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 1526.44 ms [2022-04-11 23:29:04 main:581] : INFO : Epoch 1740 | loss: 0.0311797 | val_loss: 0.0311788 | Time: 1501.09 ms [2022-04-11 23:29:06 main:581] : INFO : Epoch 1741 | loss: 0.0311748 | val_loss: 0.0311774 | Time: 1493.05 ms [2022-04-11 23:29:07 main:581] : INFO : Epoch 1742 | loss: 0.031174 | val_loss: 0.0311757 | Time: 1503.23 ms [2022-04-11 23:29:09 main:581] : INFO : Epoch 1743 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 1509.97 ms [2022-04-11 23:29:10 main:581] : INFO : Epoch 1744 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 1533.9 ms [2022-04-11 23:29:12 main:581] : INFO : Epoch 1745 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 1503.26 ms [2022-04-11 23:29:13 main:581] : INFO : Epoch 1746 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 1497.91 ms [2022-04-11 23:29:15 main:581] : INFO : Epoch 1747 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 1544.66 ms [2022-04-11 23:29:16 main:581] : INFO : Epoch 1748 | loss: 0.0311735 | val_loss: 0.0311753 | Time: 1551.79 ms [2022-04-11 23:29:18 main:581] : INFO : Epoch 1749 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 1521.09 ms [2022-04-11 23:29:19 main:581] : INFO : Epoch 1750 | loss: 0.0311765 | val_loss: 0.0311774 | Time: 1576.75 ms [2022-04-11 23:29:21 main:581] : INFO : Epoch 1751 | loss: 0.0311753 | val_loss: 0.0311757 | Time: 1525.73 ms [2022-04-11 23:29:22 main:581] : INFO : Epoch 1752 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 1531.99 ms [2022-04-11 23:29:24 main:581] : INFO : Epoch 1753 | loss: 0.0311742 | val_loss: 0.031175 | Time: 1505.88 ms [2022-04-11 23:29:25 main:581] : INFO : Epoch 1754 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 1490.83 ms [2022-04-11 23:29:27 main:581] : INFO : Epoch 1755 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 1492.24 ms [2022-04-11 23:29:28 main:581] : INFO : Epoch 1756 | loss: 0.0311743 | val_loss: 0.0311774 | Time: 1491.46 ms [2022-04-11 23:29:30 main:581] : INFO : Epoch 1757 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 1520.28 ms [2022-04-11 23:29:31 main:581] : INFO : Epoch 1758 | loss: 0.0311732 | val_loss: 0.0311745 | Time: 1504.46 ms [2022-04-11 23:29:33 main:581] : INFO : Epoch 1759 | loss: 0.031173 | val_loss: 0.0311753 | Time: 1499.38 ms [2022-04-11 23:29:34 main:581] : INFO : Epoch 1760 | loss: 0.0311733 | val_loss: 0.0311768 | Time: 1497.49 ms [2022-04-11 23:29:36 main:581] : INFO : Epoch 1761 | loss: 0.0311755 | val_loss: 0.0311752 | Time: 1489.13 ms [2022-04-11 23:29:37 main:581] : INFO : Epoch 1762 | loss: 0.0311748 | val_loss: 0.0311755 | Time: 1498.64 ms [2022-04-11 23:29:39 main:581] : INFO : Epoch 1763 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 1499.74 ms [2022-04-11 23:29:40 main:581] : INFO : Epoch 1764 | loss: 0.0311771 | val_loss: 0.0311753 | Time: 1493.41 ms [2022-04-11 23:29:42 main:581] : INFO : Epoch 1765 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 1519.22 ms [2022-04-11 23:29:43 main:581] : INFO : Epoch 1766 | loss: 0.0311804 | val_loss: 0.0311771 | Time: 1499.62 ms [2022-04-11 23:29:45 main:581] : INFO : Epoch 1767 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 1518.49 ms [2022-04-11 23:29:47 main:581] : INFO : Epoch 1768 | loss: 0.0311759 | val_loss: 0.0311747 | Time: 1608.39 ms [2022-04-11 23:29:48 main:581] : INFO : Epoch 1769 | loss: 0.0311741 | val_loss: 0.031175 | Time: 1519.78 ms [2022-04-11 23:29:50 main:581] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 1522.51 ms [2022-04-11 23:29:51 main:581] : INFO : Epoch 1771 | loss: 0.0311749 | val_loss: 0.0311739 | Time: 1506.2 ms [2022-04-11 23:29:53 main:581] : INFO : Epoch 1772 | loss: 0.0311739 | val_loss: 0.0311746 | Time: 1543.06 ms [2022-04-11 23:29:54 main:581] : INFO : Epoch 1773 | loss: 0.0311743 | val_loss: 0.0311764 | Time: 1489.83 ms [2022-04-11 23:29:56 main:581] : INFO : Epoch 1774 | loss: 0.0311746 | val_loss: 0.0311752 | Time: 1544.04 ms [2022-04-11 23:29:57 main:581] : INFO : Epoch 1775 | loss: 0.0311739 | val_loss: 0.0311762 | Time: 1529.82 ms [2022-04-11 23:29:59 main:581] : INFO : Epoch 1776 | loss: 0.0311749 | val_loss: 0.0311807 | Time: 1492.83 ms [2022-04-11 23:30:00 main:581] : INFO : Epoch 1777 | loss: 0.0311763 | val_loss: 0.0311748 | Time: 1515.03 ms [2022-04-11 23:30:02 main:581] : INFO : Epoch 1778 | loss: 0.0311734 | val_loss: 0.0311744 | Time: 1486.66 ms [2022-04-11 23:30:03 main:581] : INFO : Epoch 1779 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 1488.24 ms [2022-04-11 23:30:05 main:581] : INFO : Epoch 1780 | loss: 0.0311725 | val_loss: 0.0311745 | Time: 1510.93 ms [2022-04-11 23:30:06 main:581] : INFO : Epoch 1781 | loss: 0.0311746 | val_loss: 0.0311783 | Time: 1485.25 ms [2022-04-11 23:30:08 main:581] : INFO : Epoch 1782 | loss: 0.0311743 | val_loss: 0.0311767 | Time: 1543.29 ms [2022-04-11 23:30:09 main:581] : INFO : Epoch 1783 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 1506.27 ms [2022-04-11 23:30:11 main:581] : INFO : Epoch 1784 | loss: 0.0311743 | val_loss: 0.0311746 | Time: 1542.4 ms [2022-04-11 23:30:12 main:581] : INFO : Epoch 1785 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 1502.43 ms [2022-04-11 23:30:14 main:581] : INFO : Epoch 1786 | loss: 0.0311726 | val_loss: 0.0311764 | Time: 1502.69 ms [2022-04-11 23:30:15 main:581] : INFO : Epoch 1787 | loss: 0.0311727 | val_loss: 0.0311754 | Time: 1510.85 ms [2022-04-11 23:30:17 main:581] : INFO : Epoch 1788 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 1501.51 ms [2022-04-11 23:30:18 main:581] : INFO : Epoch 1789 | loss: 0.031173 | val_loss: 0.0311755 | Time: 1524.36 ms [2022-04-11 23:30:20 main:581] : INFO : Epoch 1790 | loss: 0.031173 | val_loss: 0.0311747 | Time: 1578.42 ms [2022-04-11 23:30:21 main:581] : INFO : Epoch 1791 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 1508.65 ms [2022-04-11 23:30:23 main:581] : INFO : Epoch 1792 | loss: 0.0311743 | val_loss: 0.0311751 | Time: 1487.96 ms [2022-04-11 23:30:24 main:581] : INFO : Epoch 1793 | loss: 0.0311722 | val_loss: 0.0311748 | Time: 1494.24 ms [2022-04-11 23:30:26 main:581] : INFO : Epoch 1794 | loss: 0.031174 | val_loss: 0.0311758 | Time: 1486.9 ms [2022-04-11 23:30:27 main:581] : INFO : Epoch 1795 | loss: 0.0311735 | val_loss: 0.0311735 | Time: 1491.66 ms [2022-04-11 23:30:29 main:581] : INFO : Epoch 1796 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 1494.37 ms [2022-04-11 23:30:30 main:581] : INFO : Epoch 1797 | loss: 0.031176 | val_loss: 0.0311875 | Time: 1566.06 ms [2022-04-11 23:30:32 main:581] : INFO : Epoch 1798 | loss: 0.0311789 | val_loss: 0.0311772 | Time: 1523.7 ms [2022-04-11 23:30:34 main:581] : INFO : Epoch 1799 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 1494.54 ms [2022-04-11 23:30:35 main:581] : INFO : Epoch 1800 | loss: 0.0311769 | val_loss: 0.031178 | Time: 1513.5 ms [2022-04-11 23:30:37 main:581] : INFO : Epoch 1801 | loss: 0.0311754 | val_loss: 0.0311749 | Time: 1495.86 ms [2022-04-11 23:30:38 main:581] : INFO : Epoch 1802 | loss: 0.031175 | val_loss: 0.031181 | Time: 1511.47 ms [2022-04-11 23:30:40 main:581] : INFO : Epoch 1803 | loss: 0.031179 | val_loss: 0.0311874 | Time: 1530.16 ms [2022-04-11 23:30:41 main:581] : INFO : Epoch 1804 | loss: 0.0311769 | val_loss: 0.031178 | Time: 1669.9 ms [2022-04-11 23:30:43 main:581] : INFO : Epoch 1805 | loss: 0.0311758 | val_loss: 0.0311765 | Time: 1558.39 ms [2022-04-11 23:30:44 main:581] : INFO : Epoch 1806 | loss: 0.031174 | val_loss: 0.0311887 | Time: 1566 ms [2022-04-11 23:30:46 main:581] : INFO : Epoch 1807 | loss: 0.0311759 | val_loss: 0.031177 | Time: 1573.16 ms [2022-04-11 23:30:47 main:581] : INFO : Epoch 1808 | loss: 0.0311737 | val_loss: 0.0311751 | Time: 1513.03 ms [2022-04-11 23:30:49 main:581] : INFO : Epoch 1809 | loss: 0.0311729 | val_loss: 0.0311756 | Time: 1513.19 ms [2022-04-11 23:30:51 main:581] : INFO : Epoch 1810 | loss: 0.0311768 | val_loss: 0.0311815 | Time: 1725.37 ms [2022-04-11 23:30:52 main:581] : INFO : Epoch 1811 | loss: 0.0311765 | val_loss: 0.0311759 | Time: 1493.6 ms [2022-04-11 23:30:54 main:581] : INFO : Epoch 1812 | loss: 0.0311755 | val_loss: 0.031178 | Time: 1528.1 ms [2022-04-11 23:30:55 main:581] : INFO : Epoch 1813 | loss: 0.0311744 | val_loss: 0.0311741 | Time: 1497.37 ms [2022-04-11 23:30:57 main:581] : INFO : Epoch 1814 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 1500.61 ms [2022-04-11 23:30:58 main:581] : INFO : Epoch 1815 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 1546.9 ms [2022-04-11 23:31:00 main:581] : INFO : Epoch 1816 | loss: 0.0311731 | val_loss: 0.031175 | Time: 1495.93 ms [2022-04-11 23:31:01 main:581] : INFO : Epoch 1817 | loss: 0.0311741 | val_loss: 0.0311776 | Time: 1488.52 ms [2022-04-11 23:31:03 main:581] : INFO : Epoch 1818 | loss: 0.0311749 | val_loss: 0.0311762 | Time: 1503.95 ms [2022-04-11 23:31:04 main:581] : INFO : Epoch 1819 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 1493.73 ms [2022-04-11 23:31:06 main:581] : INFO : Epoch 1820 | loss: 0.0311773 | val_loss: 0.0311874 | Time: 1578.19 ms [2022-04-11 23:31:07 main:581] : INFO : Epoch 1821 | loss: 0.0311753 | val_loss: 0.0311749 | Time: 1499.68 ms [2022-04-11 23:31:09 main:581] : INFO : Epoch 1822 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 1517.89 ms [2022-04-11 23:31:10 main:581] : INFO : Epoch 1823 | loss: 0.031174 | val_loss: 0.0311756 | Time: 1517.46 ms [2022-04-11 23:31:12 main:581] : INFO : Epoch 1824 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 1495.3 ms [2022-04-11 23:31:13 main:581] : INFO : Epoch 1825 | loss: 0.0311741 | val_loss: 0.0311754 | Time: 1510.04 ms [2022-04-11 23:31:15 main:581] : INFO : Epoch 1826 | loss: 0.0311743 | val_loss: 0.0311743 | Time: 1505.66 ms [2022-04-11 23:31:16 main:581] : INFO : Epoch 1827 | loss: 0.0311759 | val_loss: 0.0311747 | Time: 1518.95 ms [2022-04-11 23:31:18 main:581] : INFO : Epoch 1828 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 1495.89 ms [2022-04-11 23:31:20 main:581] : INFO : Epoch 1829 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 1637.77 ms [2022-04-11 23:31:21 main:581] : INFO : Epoch 1830 | loss: 0.0311746 | val_loss: 0.0311758 | Time: 1523.68 ms [2022-04-11 23:31:23 main:581] : INFO : Epoch 1831 | loss: 0.0311749 | val_loss: 0.0311754 | Time: 1490.14 ms [2022-04-11 23:31:24 main:581] : INFO : Epoch 1832 | loss: 0.0311757 | val_loss: 0.0311753 | Time: 1505.12 ms [2022-04-11 23:31:26 main:581] : INFO : Epoch 1833 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1503.96 ms [2022-04-11 23:31:27 main:581] : INFO : Epoch 1834 | loss: 0.0311739 | val_loss: 0.0311772 | Time: 1524.81 ms [2022-04-11 23:31:29 main:581] : INFO : Epoch 1835 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 1525.09 ms [2022-04-11 23:31:30 main:581] : INFO : Epoch 1836 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 1501.22 ms [2022-04-11 23:31:32 main:581] : INFO : Epoch 1837 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 1509.44 ms [2022-04-11 23:31:33 main:581] : INFO : Epoch 1838 | loss: 0.0311719 | val_loss: 0.0311759 | Time: 1508.47 ms [2022-04-11 23:31:35 main:581] : INFO : Epoch 1839 | loss: 0.0311725 | val_loss: 0.0311748 | Time: 1498.4 ms [2022-04-11 23:31:36 main:581] : INFO : Epoch 1840 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 1494.69 ms [2022-04-11 23:31:38 main:581] : INFO : Epoch 1841 | loss: 0.0311792 | val_loss: 0.0311932 | Time: 1493.64 ms [2022-04-11 23:31:39 main:581] : INFO : Epoch 1842 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 1495.14 ms [2022-04-11 23:31:41 main:581] : INFO : Epoch 1843 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 1542.18 ms [2022-04-11 23:31:42 main:581] : INFO : Epoch 1844 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 1494.81 ms [2022-04-11 23:31:44 main:581] : INFO : Epoch 1845 | loss: 0.0311741 | val_loss: 0.0311855 | Time: 1542.84 ms [2022-04-11 23:31:45 main:581] : INFO : Epoch 1846 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 1505.84 ms [2022-04-11 23:31:47 main:581] : INFO : Epoch 1847 | loss: 0.0311731 | val_loss: 0.031175 | Time: 1550.41 ms [2022-04-11 23:31:48 main:581] : INFO : Epoch 1848 | loss: 0.0311719 | val_loss: 0.0311798 | Time: 1498.25 ms [2022-04-11 23:31:50 main:581] : INFO : Epoch 1849 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 1508.47 ms [2022-04-11 23:31:51 main:581] : INFO : Epoch 1850 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 1505.85 ms [2022-04-11 23:31:53 main:581] : INFO : Epoch 1851 | loss: 0.0311739 | val_loss: 0.0311787 | Time: 1499.44 ms [2022-04-11 23:31:54 main:581] : INFO : Epoch 1852 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 1530.32 ms [2022-04-11 23:31:56 main:581] : INFO : Epoch 1853 | loss: 0.031174 | val_loss: 0.031182 | Time: 1501.03 ms [2022-04-11 23:31:57 main:581] : INFO : Epoch 1854 | loss: 0.0311732 | val_loss: 0.0311762 | Time: 1493.96 ms [2022-04-11 23:31:59 main:581] : INFO : Epoch 1855 | loss: 0.0311731 | val_loss: 0.0311759 | Time: 1491.44 ms [2022-04-11 23:32:00 main:581] : INFO : Epoch 1856 | loss: 0.0311708 | val_loss: 0.031176 | Time: 1490.78 ms [2022-04-11 23:32:02 main:581] : INFO : Epoch 1857 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 1487.79 ms [2022-04-11 23:32:03 main:581] : INFO : Epoch 1858 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 1584.05 ms [2022-04-11 23:32:05 main:581] : INFO : Epoch 1859 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 1511.32 ms [2022-04-11 23:32:06 main:581] : INFO : Epoch 1860 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 1530.7 ms [2022-04-11 23:32:08 main:581] : INFO : Epoch 1861 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 1495.99 ms [2022-04-11 23:32:09 main:581] : INFO : Epoch 1862 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 1507.91 ms [2022-04-11 23:32:11 main:581] : INFO : Epoch 1863 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 1508.68 ms [2022-04-11 23:32:12 main:581] : INFO : Epoch 1864 | loss: 0.0311707 | val_loss: 0.0311783 | Time: 1518.73 ms [2022-04-11 23:32:14 main:581] : INFO : Epoch 1865 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 1491.52 ms [2022-04-11 23:32:15 main:581] : INFO : Epoch 1866 | loss: 0.0311734 | val_loss: 0.0311749 | Time: 1503.93 ms [2022-04-11 23:32:17 main:581] : INFO : Epoch 1867 | loss: 0.0311725 | val_loss: 0.0311746 | Time: 1493.37 ms [2022-04-11 23:32:18 main:581] : INFO : Epoch 1868 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 1526.86 ms [2022-04-11 23:32:20 main:581] : INFO : Epoch 1869 | loss: 0.0311728 | val_loss: 0.031174 | Time: 1503.39 ms [2022-04-11 23:32:21 main:581] : INFO : Epoch 1870 | loss: 0.031172 | val_loss: 0.0311756 | Time: 1499.02 ms [2022-04-11 23:32:23 main:581] : INFO : Epoch 1871 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 1503.41 ms [2022-04-11 23:32:24 main:581] : INFO : Epoch 1872 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 1507.12 ms [2022-04-11 23:32:26 main:581] : INFO : Epoch 1873 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 1546.9 ms [2022-04-11 23:32:28 main:581] : INFO : Epoch 1874 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 1549.03 ms [2022-04-11 23:32:29 main:581] : INFO : Epoch 1875 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 1576.35 ms [2022-04-11 23:32:31 main:581] : INFO : Epoch 1876 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 1500.11 ms [2022-04-11 23:32:32 main:581] : INFO : Epoch 1877 | loss: 0.0311732 | val_loss: 0.0311729 | Time: 1492.01 ms [2022-04-11 23:32:34 main:581] : INFO : Epoch 1878 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 1492.43 ms [2022-04-11 23:32:35 main:581] : INFO : Epoch 1879 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 1495.67 ms [2022-04-11 23:32:37 main:581] : INFO : Epoch 1880 | loss: 0.031173 | val_loss: 0.0311741 | Time: 1486.03 ms [2022-04-11 23:32:38 main:581] : INFO : Epoch 1881 | loss: 0.0311723 | val_loss: 0.031175 | Time: 1512.6 ms [2022-04-11 23:32:40 main:581] : INFO : Epoch 1882 | loss: 0.0311743 | val_loss: 0.0311743 | Time: 1484.21 ms [2022-04-11 23:32:41 main:581] : INFO : Epoch 1883 | loss: 0.0311725 | val_loss: 0.0311736 | Time: 1538.72 ms [2022-04-11 23:32:43 main:581] : INFO : Epoch 1884 | loss: 0.0311713 | val_loss: 0.0311727 | Time: 1498.48 ms [2022-04-11 23:32:44 main:581] : INFO : Epoch 1885 | loss: 0.0311703 | val_loss: 0.0311733 | Time: 1500.08 ms [2022-04-11 23:32:46 main:581] : INFO : Epoch 1886 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 1507.84 ms [2022-04-11 23:32:47 main:581] : INFO : Epoch 1887 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 1540.58 ms [2022-04-11 23:32:49 main:581] : INFO : Epoch 1888 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 1486.93 ms [2022-04-11 23:32:50 main:581] : INFO : Epoch 1889 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 1502.19 ms [2022-04-11 23:32:52 main:581] : INFO : Epoch 1890 | loss: 0.0311739 | val_loss: 0.0311752 | Time: 1494.61 ms [2022-04-11 23:32:53 main:581] : INFO : Epoch 1891 | loss: 0.0311744 | val_loss: 0.0311736 | Time: 1494.12 ms [2022-04-11 23:32:55 main:581] : INFO : Epoch 1892 | loss: 0.0311771 | val_loss: 0.0311723 | Time: 1493.19 ms [2022-04-11 23:32:56 main:581] : INFO : Epoch 1893 | loss: 0.0311783 | val_loss: 0.03118 | Time: 1508.46 ms [2022-04-11 23:32:58 main:581] : INFO : Epoch 1894 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 1561.08 ms [2022-04-11 23:32:59 main:581] : INFO : Epoch 1895 | loss: 0.0311716 | val_loss: 0.0311728 | Time: 1501.5 ms [2022-04-11 23:33:01 main:581] : INFO : Epoch 1896 | loss: 0.0311711 | val_loss: 0.0311736 | Time: 1495.96 ms [2022-04-11 23:33:02 main:581] : INFO : Epoch 1897 | loss: 0.0311721 | val_loss: 0.0311738 | Time: 1507.38 ms [2022-04-11 23:33:04 main:581] : INFO : Epoch 1898 | loss: 0.0311725 | val_loss: 0.0311753 | Time: 1525.63 ms [2022-04-11 23:33:05 main:581] : INFO : Epoch 1899 | loss: 0.0311712 | val_loss: 0.031174 | Time: 1495.46 ms [2022-04-11 23:33:07 main:581] : INFO : Epoch 1900 | loss: 0.0311704 | val_loss: 0.0311736 | Time: 1498.93 ms [2022-04-11 23:33:08 main:581] : INFO : Epoch 1901 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 1585.11 ms [2022-04-11 23:33:10 main:581] : INFO : Epoch 1902 | loss: 0.0311735 | val_loss: 0.0311755 | Time: 1497.4 ms [2022-04-11 23:33:11 main:581] : INFO : Epoch 1903 | loss: 0.0311708 | val_loss: 0.0311717 | Time: 1649.92 ms [2022-04-11 23:33:13 main:581] : INFO : Epoch 1904 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 1864.43 ms [2022-04-11 23:33:15 main:581] : INFO : Epoch 1905 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 1573.35 ms [2022-04-11 23:33:16 main:581] : INFO : Epoch 1906 | loss: 0.0311711 | val_loss: 0.0311722 | Time: 1496.54 ms [2022-04-11 23:33:18 main:581] : INFO : Epoch 1907 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 1569.72 ms [2022-04-11 23:33:19 main:581] : INFO : Epoch 1908 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 1487.58 ms [2022-04-11 23:33:21 main:581] : INFO : Epoch 1909 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 1491.46 ms [2022-04-11 23:33:22 main:581] : INFO : Epoch 1910 | loss: 0.0311694 | val_loss: 0.0311726 | Time: 1496.06 ms [2022-04-11 23:33:24 main:581] : INFO : Epoch 1911 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 1498.01 ms [2022-04-11 23:33:25 main:581] : INFO : Epoch 1912 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 1489.7 ms [2022-04-11 23:33:27 main:581] : INFO : Epoch 1913 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 1491.33 ms [2022-04-11 23:33:28 main:581] : INFO : Epoch 1914 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 1505.97 ms [2022-04-11 23:33:30 main:581] : INFO : Epoch 1915 | loss: 0.0311703 | val_loss: 0.0311771 | Time: 1563.52 ms [2022-04-11 23:33:32 main:581] : INFO : Epoch 1916 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 1530.75 ms [2022-04-11 23:33:33 main:581] : INFO : Epoch 1917 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1501.01 ms [2022-04-11 23:33:35 main:581] : INFO : Epoch 1918 | loss: 0.031171 | val_loss: 0.0311742 | Time: 1528.46 ms [2022-04-11 23:33:36 main:581] : INFO : Epoch 1919 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 1501.39 ms [2022-04-11 23:33:38 main:581] : INFO : Epoch 1920 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 1501.75 ms [2022-04-11 23:33:39 main:581] : INFO : Epoch 1921 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 1505.15 ms [2022-04-11 23:33:41 main:581] : INFO : Epoch 1922 | loss: 0.0311729 | val_loss: 0.031179 | Time: 1511.72 ms [2022-04-11 23:33:42 main:581] : INFO : Epoch 1923 | loss: 0.0311725 | val_loss: 0.0311724 | Time: 1513.28 ms [2022-04-11 23:33:44 main:581] : INFO : Epoch 1924 | loss: 0.0311715 | val_loss: 0.0311749 | Time: 1500.06 ms [2022-04-11 23:33:45 main:581] : INFO : Epoch 1925 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 1493.19 ms [2022-04-11 23:33:47 main:581] : INFO : Epoch 1926 | loss: 0.0311722 | val_loss: 0.0311735 | Time: 1488.69 ms [2022-04-11 23:33:48 main:581] : INFO : Epoch 1927 | loss: 0.0311706 | val_loss: 0.0311721 | Time: 1487.04 ms [2022-04-11 23:33:50 main:581] : INFO : Epoch 1928 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 1815.57 ms [2022-04-11 23:33:51 main:581] : INFO : Epoch 1929 | loss: 0.031171 | val_loss: 0.0311716 | Time: 1582.71 ms [2022-04-11 23:33:53 main:581] : INFO : Epoch 1930 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 1489.14 ms [2022-04-11 23:33:54 main:581] : INFO : Epoch 1931 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 1488.95 ms [2022-04-11 23:33:56 main:581] : INFO : Epoch 1932 | loss: 0.0311708 | val_loss: 0.0311721 | Time: 1511.67 ms [2022-04-11 23:33:57 main:581] : INFO : Epoch 1933 | loss: 0.0311705 | val_loss: 0.0311757 | Time: 1527.77 ms [2022-04-11 23:33:59 main:581] : INFO : Epoch 1934 | loss: 0.0311716 | val_loss: 0.0311725 | Time: 1494.92 ms [2022-04-11 23:34:00 main:581] : INFO : Epoch 1935 | loss: 0.0311694 | val_loss: 0.0311722 | Time: 1495.85 ms [2022-04-11 23:34:02 main:581] : INFO : Epoch 1936 | loss: 0.0311692 | val_loss: 0.0311719 | Time: 1509.29 ms [2022-04-11 23:34:03 main:581] : INFO : Epoch 1937 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 1521.81 ms [2022-04-11 23:34:05 main:581] : INFO : Epoch 1938 | loss: 0.03117 | val_loss: 0.0311728 | Time: 1531.43 ms [2022-04-11 23:34:07 main:581] : INFO : Epoch 1939 | loss: 0.0311709 | val_loss: 0.0311743 | Time: 1519.83 ms [2022-04-11 23:34:08 main:581] : INFO : Epoch 1940 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 1514.76 ms [2022-04-11 23:34:10 main:581] : INFO : Epoch 1941 | loss: 0.0311719 | val_loss: 0.0311724 | Time: 1490.95 ms [2022-04-11 23:34:11 main:581] : INFO : Epoch 1942 | loss: 0.0311686 | val_loss: 0.0311728 | Time: 1509.58 ms [2022-04-11 23:34:13 main:581] : INFO : Epoch 1943 | loss: 0.031169 | val_loss: 0.0311735 | Time: 1565.19 ms [2022-04-11 23:34:14 main:581] : INFO : Epoch 1944 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 1542.75 ms [2022-04-11 23:34:16 main:581] : INFO : Epoch 1945 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 1488.05 ms [2022-04-11 23:34:17 main:581] : INFO : Epoch 1946 | loss: 0.0311703 | val_loss: 0.0311718 | Time: 1577.54 ms [2022-04-11 23:34:19 main:581] : INFO : Epoch 1947 | loss: 0.0311688 | val_loss: 0.0311716 | Time: 1487.48 ms [2022-04-11 23:34:20 main:581] : INFO : Epoch 1948 | loss: 0.0311703 | val_loss: 0.0311725 | Time: 1494.08 ms [2022-04-11 23:34:22 main:581] : INFO : Epoch 1949 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1503.66 ms [2022-04-11 23:34:23 main:581] : INFO : Epoch 1950 | loss: 0.031177 | val_loss: 0.0311782 | Time: 1517.63 ms [2022-04-11 23:34:25 main:581] : INFO : Epoch 1951 | loss: 0.0311747 | val_loss: 0.0311725 | Time: 1494.86 ms [2022-04-11 23:34:26 main:581] : INFO : Epoch 1952 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 1647.45 ms [2022-04-11 23:34:28 main:581] : INFO : Epoch 1953 | loss: 0.0311697 | val_loss: 0.0311717 | Time: 1493.81 ms [2022-04-11 23:34:29 main:581] : INFO : Epoch 1954 | loss: 0.0311707 | val_loss: 0.0311719 | Time: 1496.49 ms [2022-04-11 23:34:31 main:581] : INFO : Epoch 1955 | loss: 0.0311694 | val_loss: 0.0311707 | Time: 1492.03 ms [2022-04-11 23:34:32 main:581] : INFO : Epoch 1956 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 1508.94 ms [2022-04-11 23:34:34 main:581] : INFO : Epoch 1957 | loss: 0.0311695 | val_loss: 0.0311736 | Time: 1575.14 ms [2022-04-11 23:34:35 main:581] : INFO : Epoch 1958 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 1529.04 ms [2022-04-11 23:34:37 main:581] : INFO : Epoch 1959 | loss: 0.0311688 | val_loss: 0.0311709 | Time: 1501.63 ms [2022-04-11 23:34:38 main:581] : INFO : Epoch 1960 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 1499.12 ms [2022-04-11 23:34:40 main:581] : INFO : Epoch 1961 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 1494.24 ms [2022-04-11 23:34:41 main:581] : INFO : Epoch 1962 | loss: 0.0311696 | val_loss: 0.0311743 | Time: 1490.43 ms [2022-04-11 23:34:43 main:581] : INFO : Epoch 1963 | loss: 0.0311685 | val_loss: 0.0311729 | Time: 1508.68 ms [2022-04-11 23:34:44 main:581] : INFO : Epoch 1964 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 1519.1 ms [2022-04-11 23:34:46 main:581] : INFO : Epoch 1965 | loss: 0.0311687 | val_loss: 0.031178 | Time: 2001.07 ms [2022-04-11 23:34:48 main:581] : INFO : Epoch 1966 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 1517.27 ms [2022-04-11 23:34:50 main:581] : INFO : Epoch 1967 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 1978.91 ms [2022-04-11 23:34:52 main:581] : INFO : Epoch 1968 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 1652.21 ms [2022-04-11 23:34:54 main:581] : INFO : Epoch 1969 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 1958.98 ms [2022-04-11 23:34:55 main:581] : INFO : Epoch 1970 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 1505.56 ms [2022-04-11 23:34:57 main:581] : INFO : Epoch 1971 | loss: 0.031169 | val_loss: 0.0311721 | Time: 1520.66 ms [2022-04-11 23:34:58 main:581] : INFO : Epoch 1972 | loss: 0.0311709 | val_loss: 0.0311719 | Time: 1553.42 ms [2022-04-11 23:35:00 main:581] : INFO : Epoch 1973 | loss: 0.0311703 | val_loss: 0.0311733 | Time: 1533.35 ms [2022-04-11 23:35:01 main:581] : INFO : Epoch 1974 | loss: 0.0311685 | val_loss: 0.031183 | Time: 1507.74 ms [2022-04-11 23:35:03 main:581] : INFO : Epoch 1975 | loss: 0.0311709 | val_loss: 0.0311744 | Time: 1499.26 ms [2022-04-11 23:35:04 main:581] : INFO : Epoch 1976 | loss: 0.031169 | val_loss: 0.0311719 | Time: 1539.65 ms [2022-04-11 23:35:06 main:581] : INFO : Epoch 1977 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 1516.14 ms [2022-04-11 23:35:07 main:581] : INFO : Epoch 1978 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 1513.86 ms [2022-04-11 23:35:09 main:581] : INFO : Epoch 1979 | loss: 0.0311708 | val_loss: 0.0311716 | Time: 1526.67 ms [2022-04-11 23:35:10 main:581] : INFO : Epoch 1980 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1501.61 ms [2022-04-11 23:35:12 main:581] : INFO : Epoch 1981 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 1506.05 ms [2022-04-11 23:35:13 main:581] : INFO : Epoch 1982 | loss: 0.0311712 | val_loss: 0.0311708 | Time: 1512.93 ms [2022-04-11 23:35:15 main:581] : INFO : Epoch 1983 | loss: 0.0311705 | val_loss: 0.0311716 | Time: 1500.79 ms [2022-04-11 23:35:16 main:581] : INFO : Epoch 1984 | loss: 0.0311689 | val_loss: 0.0311722 | Time: 1527.05 ms [2022-04-11 23:35:18 main:581] : INFO : Epoch 1985 | loss: 0.0311691 | val_loss: 0.0311715 | Time: 1492.44 ms [2022-04-11 23:35:19 main:581] : INFO : Epoch 1986 | loss: 0.0311698 | val_loss: 0.03118 | Time: 1504.96 ms [2022-04-11 23:35:21 main:581] : INFO : Epoch 1987 | loss: 0.0311715 | val_loss: 0.0311715 | Time: 1505.51 ms [2022-04-11 23:35:22 main:581] : INFO : Epoch 1988 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 1507.22 ms [2022-04-11 23:35:24 main:581] : INFO : Epoch 1989 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 1498.86 ms [2022-04-11 23:35:25 main:581] : INFO : Epoch 1990 | loss: 0.0311737 | val_loss: 0.0311752 | Time: 1495.4 ms [2022-04-11 23:35:27 main:581] : INFO : Epoch 1991 | loss: 0.0451687 | val_loss: 0.0367994 | Time: 1497.77 ms [2022-04-11 23:35:28 main:581] : INFO : Epoch 1992 | loss: 0.0635202 | val_loss: 0.0475274 | Time: 1501.22 ms [2022-04-11 23:35:30 main:581] : INFO : Epoch 1993 | loss: 0.034977 | val_loss: 0.0317276 | Time: 1500.8 ms [2022-04-11 23:35:31 main:581] : INFO : Epoch 1994 | loss: 0.0315764 | val_loss: 0.0314213 | Time: 1499.04 ms [2022-04-11 23:35:33 main:581] : INFO : Epoch 1995 | loss: 0.031301 | val_loss: 0.0312574 | Time: 1496.55 ms [2022-04-11 23:35:34 main:581] : INFO : Epoch 1996 | loss: 0.0312484 | val_loss: 0.0312413 | Time: 1500.55 ms [2022-04-11 23:35:36 main:581] : INFO : Epoch 1997 | loss: 0.031238 | val_loss: 0.0312364 | Time: 1495.82 ms [2022-04-11 23:35:37 main:581] : INFO : Epoch 1998 | loss: 0.0312325 | val_loss: 0.0312319 | Time: 1537.39 ms [2022-04-11 23:35:39 main:581] : INFO : Epoch 1999 | loss: 0.0312284 | val_loss: 0.0312262 | Time: 1507.88 ms [2022-04-11 23:35:40 main:581] : INFO : Epoch 2000 | loss: 0.031223 | val_loss: 0.0312199 | Time: 1518.67 ms [2022-04-11 23:35:42 main:581] : INFO : Epoch 2001 | loss: 0.0312197 | val_loss: 0.0312178 | Time: 1493.36 ms [2022-04-11 23:35:43 main:581] : INFO : Epoch 2002 | loss: 0.0312147 | val_loss: 0.0312114 | Time: 1494.35 ms [2022-04-11 23:35:45 main:581] : INFO : Epoch 2003 | loss: 0.031211 | val_loss: 0.0312095 | Time: 1592.76 ms [2022-04-11 23:35:47 main:581] : INFO : Epoch 2004 | loss: 0.0312082 | val_loss: 0.0312064 | Time: 1530.37 ms [2022-04-11 23:35:48 main:581] : INFO : Epoch 2005 | loss: 0.0312066 | val_loss: 0.031203 | Time: 1511.32 ms [2022-04-11 23:35:50 main:581] : INFO : Epoch 2006 | loss: 0.0312035 | val_loss: 0.0312027 | Time: 1512.32 ms [2022-04-11 23:35:51 main:581] : INFO : Epoch 2007 | loss: 0.0312014 | val_loss: 0.0311998 | Time: 1502.57 ms [2022-04-11 23:35:53 main:581] : INFO : Epoch 2008 | loss: 0.0311998 | val_loss: 0.031199 | Time: 1493.25 ms [2022-04-11 23:35:54 main:581] : INFO : Epoch 2009 | loss: 0.0311986 | val_loss: 0.0311975 | Time: 1495.61 ms [2022-04-11 23:35:56 main:581] : INFO : Epoch 2010 | loss: 0.0311979 | val_loss: 0.0311961 | Time: 1494.73 ms [2022-04-11 23:35:57 main:581] : INFO : Epoch 2011 | loss: 0.031197 | val_loss: 0.0311972 | Time: 1501.18 ms [2022-04-11 23:35:59 main:581] : INFO : Epoch 2012 | loss: 0.0311956 | val_loss: 0.0311956 | Time: 1952.28 ms [2022-04-11 23:36:01 main:581] : INFO : Epoch 2013 | loss: 0.0311949 | val_loss: 0.0311967 | Time: 1497.14 ms [2022-04-11 23:36:02 main:581] : INFO : Epoch 2014 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 1597.59 ms [2022-04-11 23:36:04 main:581] : INFO : Epoch 2015 | loss: 0.0311931 | val_loss: 0.0311924 | Time: 1569.15 ms [2022-04-11 23:36:05 main:581] : INFO : Epoch 2016 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 1528.27 ms [2022-04-11 23:36:07 main:581] : INFO : Epoch 2017 | loss: 0.0311933 | val_loss: 0.0311911 | Time: 1533.88 ms [2022-04-11 23:36:08 main:581] : INFO : Epoch 2018 | loss: 0.0311909 | val_loss: 0.0311899 | Time: 1510.95 ms [2022-04-11 23:36:10 main:581] : INFO : Epoch 2019 | loss: 0.0311913 | val_loss: 0.0311896 | Time: 1511.08 ms [2022-04-11 23:36:11 main:581] : INFO : Epoch 2020 | loss: 0.0311912 | val_loss: 0.0311896 | Time: 1519.65 ms [2022-04-11 23:36:13 main:581] : INFO : Epoch 2021 | loss: 0.0311917 | val_loss: 0.0311886 | Time: 1492.57 ms [2022-04-11 23:36:14 main:581] : INFO : Epoch 2022 | loss: 0.0311907 | val_loss: 0.0311934 | Time: 1492.23 ms [2022-04-11 23:36:16 main:581] : INFO : Epoch 2023 | loss: 0.03119 | val_loss: 0.0311899 | Time: 1504.08 ms [2022-04-11 23:36:17 main:581] : INFO : Epoch 2024 | loss: 0.0311923 | val_loss: 0.0311972 | Time: 1491.99 ms [2022-04-11 23:36:19 main:581] : INFO : Epoch 2025 | loss: 0.031192 | val_loss: 0.0311887 | Time: 1492 ms [2022-04-11 23:36:20 main:581] : INFO : Epoch 2026 | loss: 0.0311911 | val_loss: 0.0311873 | Time: 1505.54 ms [2022-04-11 23:36:22 main:581] : INFO : Epoch 2027 | loss: 0.0311893 | val_loss: 0.0311872 | Time: 1496.4 ms [2022-04-11 23:36:23 main:581] : INFO : Epoch 2028 | loss: 0.0311891 | val_loss: 0.0311878 | Time: 1499.21 ms [2022-04-11 23:36:25 main:581] : INFO : Epoch 2029 | loss: 0.0311884 | val_loss: 0.0311874 | Time: 1532.14 ms [2022-04-11 23:36:26 main:581] : INFO : Epoch 2030 | loss: 0.0311895 | val_loss: 0.0311859 | Time: 1507.32 ms [2022-04-11 23:36:28 main:581] : INFO : Epoch 2031 | loss: 0.0311883 | val_loss: 0.031187 | Time: 1550.15 ms [2022-04-11 23:36:29 main:581] : INFO : Epoch 2032 | loss: 0.0311882 | val_loss: 0.0311859 | Time: 1493.24 ms [2022-04-11 23:36:31 main:581] : INFO : Epoch 2033 | loss: 0.0311881 | val_loss: 0.03119 | Time: 1496.87 ms [2022-04-11 23:36:32 main:581] : INFO : Epoch 2034 | loss: 0.031188 | val_loss: 0.0311859 | Time: 1505.81 ms [2022-04-11 23:36:34 main:581] : INFO : Epoch 2035 | loss: 0.0311887 | val_loss: 0.0311869 | Time: 1508.12 ms [2022-04-11 23:36:35 main:581] : INFO : Epoch 2036 | loss: 0.0311886 | val_loss: 0.031186 | Time: 1499.62 ms [2022-04-11 23:36:37 main:581] : INFO : Epoch 2037 | loss: 0.0311877 | val_loss: 0.0311856 | Time: 1500.54 ms [2022-04-11 23:36:38 main:581] : INFO : Epoch 2038 | loss: 0.0311875 | val_loss: 0.0311865 | Time: 1499.12 ms [2022-04-11 23:36:40 main:581] : INFO : Epoch 2039 | loss: 0.031187 | val_loss: 0.0311849 | Time: 1489.07 ms [2022-04-11 23:36:41 main:581] : INFO : Epoch 2040 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 1498.06 ms [2022-04-11 23:36:43 main:581] : INFO : Epoch 2041 | loss: 0.031187 | val_loss: 0.0311858 | Time: 1506.66 ms [2022-04-11 23:36:44 main:581] : INFO : Epoch 2042 | loss: 0.0311908 | val_loss: 0.0311882 | Time: 1499.73 ms [2022-04-11 23:36:46 main:581] : INFO : Epoch 2043 | loss: 0.0311874 | val_loss: 0.0311864 | Time: 1532.47 ms [2022-04-11 23:36:47 main:581] : INFO : Epoch 2044 | loss: 0.0311867 | val_loss: 0.0311847 | Time: 1496.57 ms [2022-04-11 23:36:49 main:581] : INFO : Epoch 2045 | loss: 0.0311866 | val_loss: 0.0311856 | Time: 1501.28 ms [2022-04-11 23:36:50 main:581] : INFO : Epoch 2046 | loss: 0.0311858 | val_loss: 0.031185 | Time: 1501.2 ms [2022-04-11 23:36:52 main:581] : INFO : Epoch 2047 | loss: 0.0311858 | val_loss: 0.0311842 | Time: 1508.19 ms [2022-04-11 23:36:53 main:581] : INFO : Epoch 2048 | loss: 0.0311857 | val_loss: 0.0311844 | Time: 1525.72 ms [2022-04-11 23:36:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311844 [2022-04-11 23:36:53 main:610] : INFO : Saving end state to config to file [2022-04-11 23:36:53 main:615] : INFO : Success, exiting.. 23:36:53 (57960): 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)