Task 14547340
| Name | ParityModified-1647040822-3808-2-0_1 |
| Workunit | 11282700 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:04:03 UTC |
| Report deadline | 16 Apr 2022, 6:04:03 UTC |
| Received | 8 Apr 2022, 7:06:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19798 |
| Run time | 53 min 8 sec |
| CPU time | 51 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,259.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -08 14:53:26 main:574] : INFO : Epoch 1542 | loss: 0.0311785 | val_loss: 0.0311942 | Time: 1546.6 ms [2022-04-08 14:53:28 main:574] : INFO : Epoch 1543 | loss: 0.0311788 | val_loss: 0.0311953 | Time: 1531.7 ms [2022-04-08 14:53:29 main:574] : INFO : Epoch 1544 | loss: 0.0311782 | val_loss: 0.0311923 | Time: 1542.83 ms [2022-04-08 14:53:31 main:574] : INFO : Epoch 1545 | loss: 0.0311762 | val_loss: 0.0311929 | Time: 1545.12 ms [2022-04-08 14:53:32 main:574] : INFO : Epoch 1546 | loss: 0.031176 | val_loss: 0.0311941 | Time: 1534.74 ms [2022-04-08 14:53:34 main:574] : INFO : Epoch 1547 | loss: 0.0311757 | val_loss: 0.0311936 | Time: 1539.6 ms [2022-04-08 14:53:35 main:574] : INFO : Epoch 1548 | loss: 0.0311769 | val_loss: 0.0311953 | Time: 1552.81 ms [2022-04-08 14:53:37 main:574] : INFO : Epoch 1549 | loss: 0.0311773 | val_loss: 0.0311982 | Time: 1534.43 ms [2022-04-08 14:53:38 main:574] : INFO : Epoch 1550 | loss: 0.0311761 | val_loss: 0.0311943 | Time: 1535.66 ms [2022-04-08 14:53:40 main:574] : INFO : Epoch 1551 | loss: 0.0311791 | val_loss: 0.031196 | Time: 1554.88 ms [2022-04-08 14:53:41 main:574] : INFO : Epoch 1552 | loss: 0.0311818 | val_loss: 0.0312031 | Time: 1546.11 ms [2022-04-08 14:53:43 main:574] : INFO : Epoch 1553 | loss: 0.031181 | val_loss: 0.0311971 | Time: 1533.4 ms [2022-04-08 14:53:45 main:574] : INFO : Epoch 1554 | loss: 0.0311791 | val_loss: 0.0311959 | Time: 1549.16 ms [2022-04-08 14:53:46 main:574] : INFO : Epoch 1555 | loss: 0.0311793 | val_loss: 0.0311988 | Time: 1540.4 ms [2022-04-08 14:53:48 main:574] : INFO : Epoch 1556 | loss: 0.031179 | val_loss: 0.0311971 | Time: 1532.64 ms [2022-04-08 14:53:49 main:574] : INFO : Epoch 1557 | loss: 0.0311786 | val_loss: 0.0311978 | Time: 1542.64 ms [2022-04-08 14:53:51 main:574] : INFO : Epoch 1558 | loss: 0.0311809 | val_loss: 0.0311971 | Time: 1546.58 ms [2022-04-08 14:53:52 main:574] : INFO : Epoch 1559 | loss: 0.0311806 | val_loss: 0.0311973 | Time: 1539.63 ms [2022-04-08 14:53:54 main:574] : INFO : Epoch 1560 | loss: 0.0311793 | val_loss: 0.0312033 | Time: 1542.05 ms [2022-04-08 14:53:55 main:574] : INFO : Epoch 1561 | loss: 0.0311809 | val_loss: 0.0311971 | Time: 1550.79 ms [2022-04-08 14:53:57 main:574] : INFO : Epoch 1562 | loss: 0.0311778 | val_loss: 0.0312013 | Time: 1539.95 ms [2022-04-08 14:53:58 main:574] : INFO : Epoch 1563 | loss: 0.0311782 | val_loss: 0.0311962 | Time: 1534.3 ms [2022-04-08 14:54:00 main:574] : INFO : Epoch 1564 | loss: 0.0311786 | val_loss: 0.031196 | Time: 1556.37 ms [2022-04-08 14:54:02 main:574] : INFO : Epoch 1565 | loss: 0.0311781 | val_loss: 0.0311965 | Time: 1541.27 ms [2022-04-08 14:54:03 main:574] : INFO : Epoch 1566 | loss: 0.0311773 | val_loss: 0.0311965 | Time: 1532.57 ms [2022-04-08 14:54:05 main:574] : INFO : Epoch 1567 | loss: 0.031177 | val_loss: 0.0311975 | Time: 1543.49 ms [2022-04-08 14:54:06 main:574] : INFO : Epoch 1568 | loss: 0.0311768 | val_loss: 0.0311947 | Time: 1542.95 ms [2022-04-08 14:54:08 main:574] : INFO : Epoch 1569 | loss: 0.0311778 | val_loss: 0.0312009 | Time: 1540.9 ms [2022-04-08 14:54:09 main:574] : INFO : Epoch 1570 | loss: 0.0311782 | val_loss: 0.031203 | Time: 1547.83 ms [2022-04-08 14:54:11 main:574] : INFO : Epoch 1571 | loss: 0.0311784 | val_loss: 0.0311946 | Time: 1541.37 ms [2022-04-08 14:54:12 main:574] : INFO : Epoch 1572 | loss: 0.0311763 | val_loss: 0.0311959 | Time: 1537.64 ms [2022-04-08 14:54:14 main:574] : INFO : Epoch 1573 | loss: 0.0311868 | val_loss: 0.0312008 | Time: 1531.63 ms [2022-04-08 14:54:15 main:574] : INFO : Epoch 1574 | loss: 0.0311903 | val_loss: 0.031197 | Time: 1549.79 ms [2022-04-08 14:54:17 main:574] : INFO : Epoch 1575 | loss: 0.0311847 | val_loss: 0.0311953 | Time: 1534.24 ms [2022-04-08 14:54:18 main:574] : INFO : Epoch 1576 | loss: 0.0311847 | val_loss: 0.0312013 | Time: 1533.28 ms [2022-04-08 14:54:20 main:574] : INFO : Epoch 1577 | loss: 0.0311877 | val_loss: 0.0311977 | Time: 1552.16 ms [2022-04-08 14:54:22 main:574] : INFO : Epoch 1578 | loss: 0.0311833 | val_loss: 0.0311978 | Time: 1535.56 ms [2022-04-08 14:54:23 main:574] : INFO : Epoch 1579 | loss: 0.0311815 | val_loss: 0.0311958 | Time: 1532.12 ms [2022-04-08 14:54:25 main:574] : INFO : Epoch 1580 | loss: 0.0311796 | val_loss: 0.0311966 | Time: 1552.72 ms [2022-04-08 14:54:26 main:574] : INFO : Epoch 1581 | loss: 0.031179 | val_loss: 0.0311962 | Time: 1550.41 ms [2022-04-08 14:54:28 main:574] : INFO : Epoch 1582 | loss: 0.0311816 | val_loss: 0.0311979 | Time: 1534.32 ms [2022-04-08 14:54:29 main:574] : INFO : Epoch 1583 | loss: 0.0311805 | val_loss: 0.0311952 | Time: 1545.18 ms [2022-04-08 14:54:31 main:574] : INFO : Epoch 1584 | loss: 0.0311832 | val_loss: 0.0312022 | Time: 1543.9 ms [2022-04-08 14:54:32 main:574] : INFO : Epoch 1585 | loss: 0.0311991 | val_loss: 0.0312065 | Time: 1534.45 ms [2022-04-08 14:54:34 main:574] : INFO : Epoch 1586 | loss: 0.0312099 | val_loss: 0.0312164 | Time: 1539 ms [2022-04-08 14:54:35 main:574] : INFO : Epoch 1587 | loss: 0.0312025 | val_loss: 0.0312022 | Time: 1553.35 ms [2022-04-08 14:54:37 main:574] : INFO : Epoch 1588 | loss: 0.0311952 | val_loss: 0.0312008 | Time: 1537.17 ms [2022-04-08 14:54:39 main:574] : INFO : Epoch 1589 | loss: 0.0311901 | val_loss: 0.031195 | Time: 1530.07 ms [2022-04-08 14:54:40 main:574] : INFO : Epoch 1590 | loss: 0.0311904 | val_loss: 0.031197 | Time: 1552.54 ms [2022-04-08 14:54:42 main:574] : INFO : Epoch 1591 | loss: 0.0311885 | val_loss: 0.0311973 | Time: 1541.22 ms [2022-04-08 14:54:43 main:574] : INFO : Epoch 1592 | loss: 0.0311888 | val_loss: 0.0311955 | Time: 1535.3 ms [2022-04-08 14:54:45 main:574] : INFO : Epoch 1593 | loss: 0.0311876 | val_loss: 0.0311937 | Time: 1547.24 ms [2022-04-08 14:54:46 main:574] : INFO : Epoch 1594 | loss: 0.0311848 | val_loss: 0.0311934 | Time: 1542.81 ms [2022-04-08 14:54:48 main:574] : INFO : Epoch 1595 | loss: 0.0311841 | val_loss: 0.031196 | Time: 1534.53 ms [2022-04-08 14:54:49 main:574] : INFO : Epoch 1596 | loss: 0.0311845 | val_loss: 0.0311944 | Time: 1541.45 ms [2022-04-08 14:54:51 main:574] : INFO : Epoch 1597 | loss: 0.0311839 | val_loss: 0.0311943 | Time: 1549.9 ms [2022-04-08 14:54:52 main:574] : INFO : Epoch 1598 | loss: 0.0311871 | val_loss: 0.0311969 | Time: 1536.74 ms [2022-04-08 14:54:54 main:574] : INFO : Epoch 1599 | loss: 0.031187 | val_loss: 0.0311948 | Time: 1542.85 ms [2022-04-08 14:54:56 main:574] : INFO : Epoch 1600 | loss: 0.0311859 | val_loss: 0.0311977 | Time: 1550.51 ms [2022-04-08 14:54:57 main:574] : INFO : Epoch 1601 | loss: 0.0311849 | val_loss: 0.0311961 | Time: 1533.71 ms [2022-04-08 14:54:59 main:574] : INFO : Epoch 1602 | loss: 0.031184 | val_loss: 0.0311969 | Time: 1545.37 ms [2022-04-08 14:55:00 main:574] : INFO : Epoch 1603 | loss: 0.031185 | val_loss: 0.0311942 | Time: 1552.97 ms [2022-04-08 14:55:02 main:574] : INFO : Epoch 1604 | loss: 0.0311846 | val_loss: 0.0311937 | Time: 1537 ms [2022-04-08 14:55:03 main:574] : INFO : Epoch 1605 | loss: 0.0311834 | val_loss: 0.0311929 | Time: 1536.09 ms [2022-04-08 14:55:05 main:574] : INFO : Epoch 1606 | loss: 0.0311836 | val_loss: 0.0311921 | Time: 1553.34 ms [2022-04-08 14:55:06 main:574] : INFO : Epoch 1607 | loss: 0.0311839 | val_loss: 0.0311934 | Time: 1539.44 ms [2022-04-08 14:55:08 main:574] : INFO : Epoch 1608 | loss: 0.0311817 | val_loss: 0.0311924 | Time: 1537.49 ms [2022-04-08 14:55:09 main:574] : INFO : Epoch 1609 | loss: 0.0311814 | val_loss: 0.0311946 | Time: 1554.69 ms [2022-04-08 14:55:11 main:574] : INFO : Epoch 1610 | loss: 0.0311822 | val_loss: 0.0311932 | Time: 1549.4 ms [2022-04-08 14:55:13 main:574] : INFO : Epoch 1611 | loss: 0.0311816 | val_loss: 0.0311927 | Time: 1540.65 ms [2022-04-08 14:55:14 main:574] : INFO : Epoch 1612 | loss: 0.0311851 | val_loss: 0.0311945 | Time: 1548.92 ms [2022-04-08 14:55:16 main:574] : INFO : Epoch 1613 | loss: 0.0311825 | val_loss: 0.0311957 | Time: 1543.02 ms [2022-04-08 14:55:17 main:574] : INFO : Epoch 1614 | loss: 0.0311843 | val_loss: 0.0311949 | Time: 1543.19 ms [2022-04-08 14:55:19 main:574] : INFO : Epoch 1615 | loss: 0.031184 | val_loss: 0.0311942 | Time: 1536.32 ms [2022-04-08 14:55:20 main:574] : INFO : Epoch 1616 | loss: 0.0311836 | val_loss: 0.0311951 | Time: 1549.32 ms [2022-04-08 14:55:22 main:574] : INFO : Epoch 1617 | loss: 0.0311835 | val_loss: 0.0311947 | Time: 1543.73 ms [2022-04-08 14:55:23 main:574] : INFO : Epoch 1618 | loss: 0.0311824 | val_loss: 0.0311931 | Time: 1539.27 ms [2022-04-08 14:55:25 main:574] : INFO : Epoch 1619 | loss: 0.0311815 | val_loss: 0.0311931 | Time: 1550.79 ms [2022-04-08 14:55:26 main:574] : INFO : Epoch 1620 | loss: 0.0311815 | val_loss: 0.0311932 | Time: 1543.6 ms [2022-04-08 14:55:28 main:574] : INFO : Epoch 1621 | loss: 0.0311802 | val_loss: 0.0311937 | Time: 1531.14 ms [2022-04-08 14:55:30 main:574] : INFO : Epoch 1622 | loss: 0.0311813 | val_loss: 0.031195 | Time: 1548.83 ms [2022-04-08 14:55:31 main:574] : INFO : Epoch 1623 | loss: 0.0311874 | val_loss: 0.0312044 | Time: 1541.27 ms [2022-04-08 14:55:33 main:574] : INFO : Epoch 1624 | loss: 0.031187 | val_loss: 0.0311952 | Time: 1536.98 ms [2022-04-08 14:55:34 main:574] : INFO : Epoch 1625 | loss: 0.0311839 | val_loss: 0.0311936 | Time: 1550.85 ms [2022-04-08 14:55:36 main:574] : INFO : Epoch 1626 | loss: 0.0311842 | val_loss: 0.0311942 | Time: 1550.22 ms [2022-04-08 14:55:37 main:574] : INFO : Epoch 1627 | loss: 0.0311829 | val_loss: 0.0311945 | Time: 1534.53 ms [2022-04-08 14:55:39 main:574] : INFO : Epoch 1628 | loss: 0.0311829 | val_loss: 0.0311948 | Time: 1545.22 ms [2022-04-08 14:55:40 main:574] : INFO : Epoch 1629 | loss: 0.0311817 | val_loss: 0.0311958 | Time: 1550.59 ms [2022-04-08 14:55:42 main:574] : INFO : Epoch 1630 | loss: 0.0311817 | val_loss: 0.031195 | Time: 1532.52 ms [2022-04-08 14:55:43 main:574] : INFO : Epoch 1631 | loss: 0.0311814 | val_loss: 0.0311987 | Time: 1537.61 ms [2022-04-08 14:55:45 main:574] : INFO : Epoch 1632 | loss: 0.0311845 | val_loss: 0.0311988 | Time: 1550.91 ms [2022-04-08 14:55:47 main:574] : INFO : Epoch 1633 | loss: 0.0311842 | val_loss: 0.031197 | Time: 1542.44 ms [2022-04-08 14:55:48 main:574] : INFO : Epoch 1634 | loss: 0.0311916 | val_loss: 0.0312027 | Time: 1542.28 ms [2022-04-08 14:55:50 main:574] : INFO : Epoch 1635 | loss: 0.031193 | val_loss: 0.0312013 | Time: 1544.89 ms [2022-04-08 14:55:51 main:574] : INFO : Epoch 1636 | loss: 0.0311915 | val_loss: 0.0312012 | Time: 1539.76 ms [2022-04-08 14:55:53 main:574] : INFO : Epoch 1637 | loss: 0.0311941 | val_loss: 0.0311995 | Time: 1535.78 ms [2022-04-08 14:55:54 main:574] : INFO : Epoch 1638 | loss: 0.0311925 | val_loss: 0.0312028 | Time: 1543.93 ms [2022-04-08 14:55:56 main:574] : INFO : Epoch 1639 | loss: 0.0311929 | val_loss: 0.0312005 | Time: 1544.91 ms [2022-04-08 14:55:57 main:574] : INFO : Epoch 1640 | loss: 0.0311914 | val_loss: 0.0312004 | Time: 1534.14 ms [2022-04-08 14:55:59 main:574] : INFO : Epoch 1641 | loss: 0.0311973 | val_loss: 0.0312085 | Time: 1545.27 ms [2022-04-08 14:56:00 main:574] : INFO : Epoch 1642 | loss: 0.0312018 | val_loss: 0.0312048 | Time: 1542.33 ms [2022-04-08 14:56:02 main:574] : INFO : Epoch 1643 | loss: 0.031199 | val_loss: 0.0312061 | Time: 1538.93 ms [2022-04-08 14:56:03 main:574] : INFO : Epoch 1644 | loss: 0.0311975 | val_loss: 0.0312033 | Time: 1535.78 ms [2022-04-08 14:56:05 main:574] : INFO : Epoch 1645 | loss: 0.0311949 | val_loss: 0.0312006 | Time: 1551.59 ms [2022-04-08 14:56:07 main:574] : INFO : Epoch 1646 | loss: 0.0311946 | val_loss: 0.0311996 | Time: 1533.39 ms [2022-04-08 14:56:08 main:574] : INFO : Epoch 1647 | loss: 0.0311911 | val_loss: 0.031199 | Time: 1542.62 ms [2022-04-08 14:56:10 main:574] : INFO : Epoch 1648 | loss: 0.0311896 | val_loss: 0.0311997 | Time: 1550.17 ms [2022-04-08 14:56:11 main:574] : INFO : Epoch 1649 | loss: 0.0311904 | val_loss: 0.0312051 | Time: 1539.06 ms [2022-04-08 14:56:13 main:574] : INFO : Epoch 1650 | loss: 0.0311896 | val_loss: 0.0311984 | Time: 1536.98 ms [2022-04-08 14:56:14 main:574] : INFO : Epoch 1651 | loss: 0.0311888 | val_loss: 0.0312068 | Time: 1557.1 ms [2022-04-08 14:56:16 main:574] : INFO : Epoch 1652 | loss: 0.0311942 | val_loss: 0.0312109 | Time: 1548.64 ms [2022-04-08 14:56:17 main:574] : INFO : Epoch 1653 | loss: 0.0311904 | val_loss: 0.0312016 | Time: 1537.53 ms [2022-04-08 14:56:19 main:574] : INFO : Epoch 1654 | loss: 0.0311884 | val_loss: 0.0312022 | Time: 1545.98 ms [2022-04-08 14:56:20 main:574] : INFO : Epoch 1655 | loss: 0.0311901 | val_loss: 0.0312002 | Time: 1544.87 ms [2022-04-08 14:56:22 main:574] : INFO : Epoch 1656 | loss: 0.0311873 | val_loss: 0.0312016 | Time: 1539.67 ms [2022-04-08 14:56:24 main:574] : INFO : Epoch 1657 | loss: 0.0311864 | val_loss: 0.0311984 | Time: 1536.5 ms [2022-04-08 14:56:25 main:574] : INFO : Epoch 1658 | loss: 0.0311869 | val_loss: 0.0311989 | Time: 1555.82 ms [2022-04-08 14:56:27 main:574] : INFO : Epoch 1659 | loss: 0.0311852 | val_loss: 0.0311988 | Time: 1533.64 ms [2022-04-08 14:56:28 main:574] : INFO : Epoch 1660 | loss: 0.0311855 | val_loss: 0.031199 | Time: 1541.25 ms [2022-04-08 14:56:30 main:574] : INFO : Epoch 1661 | loss: 0.0311851 | val_loss: 0.0312008 | Time: 1543.91 ms [2022-04-08 14:56:31 main:574] : INFO : Epoch 1662 | loss: 0.0311857 | val_loss: 0.0311996 | Time: 1552.82 ms [2022-04-08 14:56:33 main:574] : INFO : Epoch 1663 | loss: 0.0311849 | val_loss: 0.0312007 | Time: 1542.21 ms [2022-04-08 14:56:34 main:574] : INFO : Epoch 1664 | loss: 0.0311859 | val_loss: 0.031199 | Time: 1545.3 ms [2022-04-08 14:56:36 main:574] : INFO : Epoch 1665 | loss: 0.031187 | val_loss: 0.0312017 | Time: 1544.4 ms [2022-04-08 14:56:37 main:574] : INFO : Epoch 1666 | loss: 0.0311868 | val_loss: 0.0312014 | Time: 1529.39 ms [2022-04-08 14:56:39 main:574] : INFO : Epoch 1667 | loss: 0.0311874 | val_loss: 0.0311999 | Time: 1541.78 ms [2022-04-08 14:56:41 main:574] : INFO : Epoch 1668 | loss: 0.0311861 | val_loss: 0.0311989 | Time: 1547.41 ms [2022-04-08 14:56:42 main:574] : INFO : Epoch 1669 | loss: 0.0311857 | val_loss: 0.0312018 | Time: 1529.73 ms [2022-04-08 14:56:44 main:574] : INFO : Epoch 1670 | loss: 0.0311851 | val_loss: 0.0311981 | Time: 1543.56 ms [2022-04-08 14:56:45 main:574] : INFO : Epoch 1671 | loss: 0.0311844 | val_loss: 0.0312 | Time: 1552.39 ms [2022-04-08 14:56:47 main:574] : INFO : Epoch 1672 | loss: 0.0311876 | val_loss: 0.0311981 | Time: 1540.16 ms [2022-04-08 14:56:48 main:574] : INFO : Epoch 1673 | loss: 0.0311919 | val_loss: 0.0312013 | Time: 1539.56 ms [2022-04-08 14:56:50 main:574] : INFO : Epoch 1674 | loss: 0.0311912 | val_loss: 0.0311997 | Time: 1540.27 ms [2022-04-08 14:56:51 main:574] : INFO : Epoch 1675 | loss: 0.0311885 | val_loss: 0.0311992 | Time: 1545.39 ms [2022-04-08 14:56:53 main:574] : INFO : Epoch 1676 | loss: 0.0311888 | val_loss: 0.0311957 | Time: 1536.52 ms [2022-04-08 14:56:54 main:574] : INFO : Epoch 1677 | loss: 0.031188 | val_loss: 0.0311997 | Time: 1543.68 ms [2022-04-08 14:56:56 main:574] : INFO : Epoch 1678 | loss: 0.0311884 | val_loss: 0.0311992 | Time: 1542.52 ms [2022-04-08 14:56:58 main:574] : INFO : Epoch 1679 | loss: 0.031186 | val_loss: 0.031199 | Time: 1538.85 ms [2022-04-08 14:56:59 main:574] : INFO : Epoch 1680 | loss: 0.0311909 | val_loss: 0.0311964 | Time: 1546.82 ms [2022-04-08 14:57:01 main:574] : INFO : Epoch 1681 | loss: 0.0311872 | val_loss: 0.0312005 | Time: 1546.54 ms [2022-04-08 14:57:02 main:574] : INFO : Epoch 1682 | loss: 0.0311863 | val_loss: 0.031197 | Time: 1534.53 ms [2022-04-08 14:57:04 main:574] : INFO : Epoch 1683 | loss: 0.0311854 | val_loss: 0.0311952 | Time: 1538.8 ms [2022-04-08 14:57:05 main:574] : INFO : Epoch 1684 | loss: 0.0311851 | val_loss: 0.0311984 | Time: 1558.32 ms [2022-04-08 14:57:07 main:574] : INFO : Epoch 1685 | loss: 0.0311846 | val_loss: 0.0311962 | Time: 1535.37 ms [2022-04-08 14:57:08 main:574] : INFO : Epoch 1686 | loss: 0.0311868 | val_loss: 0.0311936 | Time: 1540.33 ms [2022-04-08 14:57:10 main:574] : INFO : Epoch 1687 | loss: 0.0311859 | val_loss: 0.0311932 | Time: 1551 ms [2022-04-08 14:57:11 main:574] : INFO : Epoch 1688 | loss: 0.031188 | val_loss: 0.0311942 | Time: 1540.04 ms [2022-04-08 14:57:13 main:574] : INFO : Epoch 1689 | loss: 0.0311853 | val_loss: 0.0311934 | Time: 1533.56 ms [2022-04-08 14:57:14 main:574] : INFO : Epoch 1690 | loss: 0.0311839 | val_loss: 0.0311944 | Time: 1545.4 ms [2022-04-08 14:57:16 main:574] : INFO : Epoch 1691 | loss: 0.0311836 | val_loss: 0.0311948 | Time: 1549.6 ms [2022-04-08 14:57:18 main:574] : INFO : Epoch 1692 | loss: 0.0311867 | val_loss: 0.0311953 | Time: 1535.57 ms [2022-04-08 14:57:19 main:574] : INFO : Epoch 1693 | loss: 0.0311888 | val_loss: 0.0311951 | Time: 1541.7 ms [2022-04-08 14:57:21 main:574] : INFO : Epoch 1694 | loss: 0.0311858 | val_loss: 0.0311948 | Time: 1549.88 ms [2022-04-08 14:57:22 main:574] : INFO : Epoch 1695 | loss: 0.0311845 | val_loss: 0.0311956 | Time: 1537.88 ms [2022-04-08 14:57:24 main:574] : INFO : Epoch 1696 | loss: 0.0311852 | val_loss: 0.0311961 | Time: 1543.67 ms [2022-04-08 14:57:25 main:574] : INFO : Epoch 1697 | loss: 0.031185 | val_loss: 0.0311977 | Time: 1549.51 ms [2022-04-08 14:57:27 main:574] : INFO : Epoch 1698 | loss: 0.0311875 | val_loss: 0.031196 | Time: 1542.99 ms [2022-04-08 14:57:28 main:574] : INFO : Epoch 1699 | loss: 0.0311866 | val_loss: 0.0311945 | Time: 1534.08 ms [2022-04-08 14:57:30 main:574] : INFO : Epoch 1700 | loss: 0.0311849 | val_loss: 0.0311935 | Time: 1549.91 ms [2022-04-08 14:57:31 main:574] : INFO : Epoch 1701 | loss: 0.0311846 | val_loss: 0.0311948 | Time: 1541.89 ms [2022-04-08 14:57:33 main:574] : INFO : Epoch 1702 | loss: 0.0311846 | val_loss: 0.0311939 | Time: 1534.21 ms [2022-04-08 14:57:35 main:574] : INFO : Epoch 1703 | loss: 0.0311846 | val_loss: 0.0311996 | Time: 1550.48 ms [2022-04-08 14:57:36 main:574] : INFO : Epoch 1704 | loss: 0.0311867 | val_loss: 0.0311956 | Time: 1538.48 ms [2022-04-08 14:57:38 main:574] : INFO : Epoch 1705 | loss: 0.0311911 | val_loss: 0.0312047 | Time: 1532.92 ms [2022-04-08 14:57:39 main:574] : INFO : Epoch 1706 | loss: 0.031205 | val_loss: 0.0312096 | Time: 1544.18 ms [2022-04-08 14:57:41 main:574] : INFO : Epoch 1707 | loss: 0.0312052 | val_loss: 0.031207 | Time: 1547.68 ms [2022-04-08 14:57:42 main:574] : INFO : Epoch 1708 | loss: 0.0312018 | val_loss: 0.0312052 | Time: 1532.1 ms [2022-04-08 14:57:44 main:574] : INFO : Epoch 1709 | loss: 0.0312012 | val_loss: 0.0312042 | Time: 1539.44 ms [2022-04-08 14:57:45 main:574] : INFO : Epoch 1710 | loss: 0.0312005 | val_loss: 0.0312065 | Time: 1549.47 ms [2022-04-08 14:57:47 main:574] : INFO : Epoch 1711 | loss: 0.031199 | val_loss: 0.0312038 | Time: 1539.23 ms [2022-04-08 14:57:48 main:574] : INFO : Epoch 1712 | loss: 0.0311978 | val_loss: 0.0312048 | Time: 1531.38 ms [2022-04-08 14:57:50 main:574] : INFO : Epoch 1713 | loss: 0.0311976 | val_loss: 0.0312027 | Time: 1550.12 ms [2022-04-08 14:57:52 main:574] : INFO : Epoch 1714 | loss: 0.0311943 | val_loss: 0.0312015 | Time: 1538.35 ms [2022-04-08 14:57:53 main:574] : INFO : Epoch 1715 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 1535.41 ms [2022-04-08 14:57:55 main:574] : INFO : Epoch 1716 | loss: 0.031194 | val_loss: 0.0312008 | Time: 1549.5 ms [2022-04-08 14:57:56 main:574] : INFO : Epoch 1717 | loss: 0.0311941 | val_loss: 0.0312013 | Time: 1542.25 ms [2022-04-08 14:57:58 main:574] : INFO : Epoch 1718 | loss: 0.0311975 | val_loss: 0.0312045 | Time: 1538.92 ms [2022-04-08 14:57:59 main:574] : INFO : Epoch 1719 | loss: 0.0311939 | val_loss: 0.0312017 | Time: 1545.03 ms [2022-04-08 14:58:01 main:574] : INFO : Epoch 1720 | loss: 0.0311921 | val_loss: 0.0311994 | Time: 1550.2 ms [2022-04-08 14:58:02 main:574] : INFO : Epoch 1721 | loss: 0.0311908 | val_loss: 0.0311987 | Time: 1539.93 ms [2022-04-08 14:58:04 main:574] : INFO : Epoch 1722 | loss: 0.0311907 | val_loss: 0.0311995 | Time: 1548.23 ms [2022-04-08 14:58:05 main:574] : INFO : Epoch 1723 | loss: 0.0311897 | val_loss: 0.0311984 | Time: 1545.2 ms [2022-04-08 14:58:07 main:574] : INFO : Epoch 1724 | loss: 0.0311934 | val_loss: 0.0311988 | Time: 1538.98 ms [2022-04-08 14:58:09 main:574] : INFO : Epoch 1725 | loss: 0.0311923 | val_loss: 0.0312019 | Time: 1535.23 ms [2022-04-08 14:58:10 main:574] : INFO : Epoch 1726 | loss: 0.0311911 | val_loss: 0.0311976 | Time: 1547.49 ms [2022-04-08 14:58:12 main:574] : INFO : Epoch 1727 | loss: 0.0311902 | val_loss: 0.0311989 | Time: 1539.92 ms [2022-04-08 14:58:13 main:574] : INFO : Epoch 1728 | loss: 0.0311912 | val_loss: 0.0311988 | Time: 1534.04 ms [2022-04-08 14:58:15 main:574] : INFO : Epoch 1729 | loss: 0.031191 | val_loss: 0.0311988 | Time: 1552.27 ms [2022-04-08 14:58:16 main:574] : INFO : Epoch 1730 | loss: 0.0311908 | val_loss: 0.0312007 | Time: 1538.01 ms [2022-04-08 14:58:18 main:574] : INFO : Epoch 1731 | loss: 0.0311895 | val_loss: 0.0311986 | Time: 1537.82 ms [2022-04-08 14:58:19 main:574] : INFO : Epoch 1732 | loss: 0.0311893 | val_loss: 0.0311984 | Time: 1542.21 ms [2022-04-08 14:58:21 main:574] : INFO : Epoch 1733 | loss: 0.0311888 | val_loss: 0.0311981 | Time: 1542.6 ms [2022-04-08 14:58:22 main:574] : INFO : Epoch 1734 | loss: 0.0311879 | val_loss: 0.0311996 | Time: 1536.54 ms [2022-04-08 14:58:24 main:574] : INFO : Epoch 1735 | loss: 0.031189 | val_loss: 0.0311976 | Time: 1548.78 ms [2022-04-08 14:58:26 main:574] : INFO : Epoch 1736 | loss: 0.0311871 | val_loss: 0.0311962 | Time: 1549.17 ms [2022-04-08 14:58:27 main:574] : INFO : Epoch 1737 | loss: 0.0311873 | val_loss: 0.0311974 | Time: 1539.92 ms [2022-04-08 14:58:29 main:574] : INFO : Epoch 1738 | loss: 0.0311895 | val_loss: 0.0312025 | Time: 1537.24 ms [2022-04-08 14:58:30 main:574] : INFO : Epoch 1739 | loss: 0.0311933 | val_loss: 0.0311994 | Time: 1551.84 ms [2022-04-08 14:58:32 main:574] : INFO : Epoch 1740 | loss: 0.0311911 | val_loss: 0.0312019 | Time: 1544.28 ms [2022-04-08 14:58:33 main:574] : INFO : Epoch 1741 | loss: 0.0311873 | val_loss: 0.0311987 | Time: 1537.73 ms [2022-04-08 14:58:35 main:574] : INFO : Epoch 1742 | loss: 0.0311854 | val_loss: 0.0311974 | Time: 1548.07 ms [2022-04-08 14:58:36 main:574] : INFO : Epoch 1743 | loss: 0.031186 | val_loss: 0.0311968 | Time: 1544.44 ms [2022-04-08 14:58:38 main:574] : INFO : Epoch 1744 | loss: 0.0311862 | val_loss: 0.0311966 | Time: 1538.85 ms [2022-04-08 14:58:39 main:574] : INFO : Epoch 1745 | loss: 0.0311854 | val_loss: 0.0311975 | Time: 1547.13 ms [2022-04-08 14:58:41 main:574] : INFO : Epoch 1746 | loss: 0.0311854 | val_loss: 0.0311975 | Time: 1541.86 ms [2022-04-08 14:58:42 main:574] : INFO : Epoch 1747 | loss: 0.0311863 | val_loss: 0.0311974 | Time: 1537 ms [2022-04-08 14:58:44 main:574] : INFO : Epoch 1748 | loss: 0.0311858 | val_loss: 0.0311967 | Time: 1536.09 ms [2022-04-08 14:58:46 main:574] : INFO : Epoch 1749 | loss: 0.031187 | val_loss: 0.0311996 | Time: 1549.98 ms [2022-04-08 14:58:47 main:574] : INFO : Epoch 1750 | loss: 0.031187 | val_loss: 0.0311997 | Time: 1533.06 ms [2022-04-08 14:58:49 main:574] : INFO : Epoch 1751 | loss: 0.0311876 | val_loss: 0.0311969 | Time: 1542 ms [2022-04-08 14:58:50 main:574] : INFO : Epoch 1752 | loss: 0.0311898 | val_loss: 0.031198 | Time: 1546.6 ms [2022-04-08 14:58:52 main:574] : INFO : Epoch 1753 | loss: 0.0311892 | val_loss: 0.0311987 | Time: 1541.55 ms [2022-04-08 14:58:53 main:574] : INFO : Epoch 1754 | loss: 0.0312042 | val_loss: 0.0312121 | Time: 1534.43 ms [2022-04-08 14:58:55 main:574] : INFO : Epoch 1755 | loss: 0.031208 | val_loss: 0.0312087 | Time: 1553.28 ms [2022-04-08 14:58:56 main:574] : INFO : Epoch 1756 | loss: 0.0312039 | val_loss: 0.0312048 | Time: 1545.05 ms [2022-04-08 14:58:58 main:574] : INFO : Epoch 1757 | loss: 0.0312014 | val_loss: 0.031204 | Time: 1532.4 ms [2022-04-08 14:58:59 main:574] : INFO : Epoch 1758 | loss: 0.0312 | val_loss: 0.0312031 | Time: 1550.8 ms [2022-04-08 14:59:01 main:574] : INFO : Epoch 1759 | loss: 0.0311997 | val_loss: 0.0312087 | Time: 1550.31 ms [2022-04-08 14:59:03 main:574] : INFO : Epoch 1760 | loss: 0.0311984 | val_loss: 0.0312023 | Time: 1537.58 ms [2022-04-08 14:59:04 main:574] : INFO : Epoch 1761 | loss: 0.0311973 | val_loss: 0.0312022 | Time: 1547.61 ms [2022-04-08 14:59:06 main:574] : INFO : Epoch 1762 | loss: 0.0311965 | val_loss: 0.0312012 | Time: 1546.32 ms [2022-04-08 14:59:07 main:574] : INFO : Epoch 1763 | loss: 0.0311954 | val_loss: 0.0312017 | Time: 1534.9 ms [2022-04-08 14:59:09 main:574] : INFO : Epoch 1764 | loss: 0.0311984 | val_loss: 0.0312038 | Time: 1540.52 ms [2022-04-08 14:59:10 main:574] : INFO : Epoch 1765 | loss: 0.0311973 | val_loss: 0.031203 | Time: 1549.85 ms [2022-04-08 14:59:12 main:574] : INFO : Epoch 1766 | loss: 0.0311984 | val_loss: 0.0312021 | Time: 1541.23 ms [2022-04-08 14:59:13 main:574] : INFO : Epoch 1767 | loss: 0.0311956 | val_loss: 0.0312062 | Time: 1543.48 ms [2022-04-08 14:59:15 main:574] : INFO : Epoch 1768 | loss: 0.0312005 | val_loss: 0.0312002 | Time: 1553.23 ms [2022-04-08 14:59:16 main:574] : INFO : Epoch 1769 | loss: 0.0311973 | val_loss: 0.0311993 | Time: 1541.67 ms [2022-04-08 14:59:18 main:574] : INFO : Epoch 1770 | loss: 0.0311979 | val_loss: 0.0311999 | Time: 1530.96 ms [2022-04-08 14:59:20 main:574] : INFO : Epoch 1771 | loss: 0.0311968 | val_loss: 0.031199 | Time: 1542.21 ms [2022-04-08 14:59:21 main:574] : INFO : Epoch 1772 | loss: 0.0311937 | val_loss: 0.0312012 | Time: 1545.83 ms [2022-04-08 14:59:23 main:574] : INFO : Epoch 1773 | loss: 0.0311938 | val_loss: 0.0311997 | Time: 1539.92 ms [2022-04-08 14:59:24 main:574] : INFO : Epoch 1774 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 1545.02 ms [2022-04-08 14:59:26 main:574] : INFO : Epoch 1775 | loss: 0.0311927 | val_loss: 0.0312005 | Time: 1550.07 ms [2022-04-08 14:59:27 main:574] : INFO : Epoch 1776 | loss: 0.031192 | val_loss: 0.0311991 | Time: 1543.2 ms [2022-04-08 14:59:29 main:574] : INFO : Epoch 1777 | loss: 0.0311919 | val_loss: 0.0311999 | Time: 1533.94 ms [2022-04-08 14:59:30 main:574] : INFO : Epoch 1778 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 1560.48 ms [2022-04-08 14:59:32 main:574] : INFO : Epoch 1779 | loss: 0.0311923 | val_loss: 0.0311984 | Time: 1539.4 ms [2022-04-08 14:59:33 main:574] : INFO : Epoch 1780 | loss: 0.031191 | val_loss: 0.0311982 | Time: 1543.59 ms [2022-04-08 14:59:35 main:574] : INFO : Epoch 1781 | loss: 0.0311906 | val_loss: 0.031198 | Time: 1552.26 ms [2022-04-08 14:59:37 main:574] : INFO : Epoch 1782 | loss: 0.0311907 | val_loss: 0.0312018 | Time: 1536.39 ms [2022-04-08 14:59:38 main:574] : INFO : Epoch 1783 | loss: 0.0311919 | val_loss: 0.0311988 | Time: 1536 ms [2022-04-08 14:59:40 main:574] : INFO : Epoch 1784 | loss: 0.0311915 | val_loss: 0.0311988 | Time: 1544.15 ms [2022-04-08 14:59:41 main:574] : INFO : Epoch 1785 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 1541.54 ms [2022-04-08 14:59:43 main:574] : INFO : Epoch 1786 | loss: 0.0311905 | val_loss: 0.0311971 | Time: 1536.22 ms [2022-04-08 14:59:44 main:574] : INFO : Epoch 1787 | loss: 0.0311907 | val_loss: 0.031199 | Time: 1543.54 ms [2022-04-08 14:59:46 main:574] : INFO : Epoch 1788 | loss: 0.0311918 | val_loss: 0.0311969 | Time: 1547.48 ms [2022-04-08 14:59:47 main:574] : INFO : Epoch 1789 | loss: 0.0311909 | val_loss: 0.0311976 | Time: 1531.4 ms [2022-04-08 14:59:49 main:574] : INFO : Epoch 1790 | loss: 0.0311903 | val_loss: 0.0311973 | Time: 1535.57 ms [2022-04-08 14:59:50 main:574] : INFO : Epoch 1791 | loss: 0.031191 | val_loss: 0.0312034 | Time: 1541.21 ms [2022-04-08 14:59:52 main:574] : INFO : Epoch 1792 | loss: 0.0311898 | val_loss: 0.0311977 | Time: 1542.57 ms [2022-04-08 14:59:53 main:574] : INFO : Epoch 1793 | loss: 0.031189 | val_loss: 0.0311975 | Time: 1531.45 ms [2022-04-08 14:59:55 main:574] : INFO : Epoch 1794 | loss: 0.0311898 | val_loss: 0.0311984 | Time: 1553.63 ms [2022-04-08 14:59:57 main:574] : INFO : Epoch 1795 | loss: 0.0311891 | val_loss: 0.0311984 | Time: 1545.22 ms [2022-04-08 14:59:58 main:574] : INFO : Epoch 1796 | loss: 0.0311894 | val_loss: 0.0311984 | Time: 1538.42 ms [2022-04-08 15:00:00 main:574] : INFO : Epoch 1797 | loss: 0.0311896 | val_loss: 0.0311971 | Time: 1554.46 ms [2022-04-08 15:00:01 main:574] : INFO : Epoch 1798 | loss: 0.0311895 | val_loss: 0.031198 | Time: 1542.84 ms [2022-04-08 15:00:03 main:574] : INFO : Epoch 1799 | loss: 0.0311885 | val_loss: 0.0311994 | Time: 1541.39 ms [2022-04-08 15:00:04 main:574] : INFO : Epoch 1800 | loss: 0.0311884 | val_loss: 0.0311988 | Time: 1543.24 ms [2022-04-08 15:00:06 main:574] : INFO : Epoch 1801 | loss: 0.0311878 | val_loss: 0.0311988 | Time: 1549.2 ms [2022-04-08 15:00:07 main:574] : INFO : Epoch 1802 | loss: 0.0311872 | val_loss: 0.0312002 | Time: 1540.21 ms [2022-04-08 15:00:09 main:574] : INFO : Epoch 1803 | loss: 0.0311882 | val_loss: 0.0312042 | Time: 1545.1 ms [2022-04-08 15:00:11 main:574] : INFO : Epoch 1804 | loss: 0.0311897 | val_loss: 0.0312046 | Time: 1547.23 ms [2022-04-08 15:00:12 main:574] : INFO : Epoch 1805 | loss: 0.0311891 | val_loss: 0.0312009 | Time: 1541.53 ms [2022-04-08 15:00:14 main:574] : INFO : Epoch 1806 | loss: 0.0311887 | val_loss: 0.0312051 | Time: 1531.54 ms [2022-04-08 15:00:15 main:574] : INFO : Epoch 1807 | loss: 0.0311876 | val_loss: 0.0312006 | Time: 1552.62 ms [2022-04-08 15:00:17 main:574] : INFO : Epoch 1808 | loss: 0.0311902 | val_loss: 0.0312013 | Time: 1534.65 ms [2022-04-08 15:00:18 main:574] : INFO : Epoch 1809 | loss: 0.0311897 | val_loss: 0.0311995 | Time: 1537.39 ms [2022-04-08 15:00:20 main:574] : INFO : Epoch 1810 | loss: 0.0311877 | val_loss: 0.0311988 | Time: 1549.29 ms [2022-04-08 15:00:21 main:574] : INFO : Epoch 1811 | loss: 0.0311871 | val_loss: 0.0311983 | Time: 1537.08 ms [2022-04-08 15:00:23 main:574] : INFO : Epoch 1812 | loss: 0.0311862 | val_loss: 0.0311996 | Time: 1537.55 ms [2022-04-08 15:00:24 main:574] : INFO : Epoch 1813 | loss: 0.031187 | val_loss: 0.0311993 | Time: 1547.1 ms [2022-04-08 15:00:26 main:574] : INFO : Epoch 1814 | loss: 0.0311865 | val_loss: 0.0311967 | Time: 1538.11 ms [2022-04-08 15:00:27 main:574] : INFO : Epoch 1815 | loss: 0.0311858 | val_loss: 0.0311973 | Time: 1534.79 ms [2022-04-08 15:00:29 main:574] : INFO : Epoch 1816 | loss: 0.0311865 | val_loss: 0.0311985 | Time: 1545.2 ms [2022-04-08 15:00:31 main:574] : INFO : Epoch 1817 | loss: 0.0311857 | val_loss: 0.0312 | Time: 1547.37 ms [2022-04-08 15:00:32 main:574] : INFO : Epoch 1818 | loss: 0.0311867 | val_loss: 0.0311976 | Time: 1532.45 ms [2022-04-08 15:00:34 main:574] : INFO : Epoch 1819 | loss: 0.0311866 | val_loss: 0.0311979 | Time: 1540.61 ms [2022-04-08 15:00:35 main:574] : INFO : Epoch 1820 | loss: 0.0311861 | val_loss: 0.0311987 | Time: 1554.21 ms [2022-04-08 15:00:37 main:574] : INFO : Epoch 1821 | loss: 0.0311857 | val_loss: 0.0311967 | Time: 1536.01 ms [2022-04-08 15:00:38 main:574] : INFO : Epoch 1822 | loss: 0.0311881 | val_loss: 0.031199 | Time: 1537.02 ms [2022-04-08 15:00:40 main:574] : INFO : Epoch 1823 | loss: 0.0311881 | val_loss: 0.0312012 | Time: 1557.98 ms [2022-04-08 15:00:41 main:574] : INFO : Epoch 1824 | loss: 0.0311869 | val_loss: 0.0312002 | Time: 1540.5 ms [2022-04-08 15:00:43 main:574] : INFO : Epoch 1825 | loss: 0.0311855 | val_loss: 0.0312003 | Time: 1539.66 ms [2022-04-08 15:00:44 main:574] : INFO : Epoch 1826 | loss: 0.0311891 | val_loss: 0.0311986 | Time: 1550.27 ms [2022-04-08 15:00:46 main:574] : INFO : Epoch 1827 | loss: 0.0311871 | val_loss: 0.0311969 | Time: 1545.49 ms [2022-04-08 15:00:48 main:574] : INFO : Epoch 1828 | loss: 0.0311864 | val_loss: 0.031198 | Time: 1536.43 ms [2022-04-08 15:00:49 main:574] : INFO : Epoch 1829 | loss: 0.0311867 | val_loss: 0.0311986 | Time: 1541.57 ms [2022-04-08 15:00:51 main:574] : INFO : Epoch 1830 | loss: 0.0311893 | val_loss: 0.0311958 | Time: 1538.79 ms [2022-04-08 15:00:52 main:574] : INFO : Epoch 1831 | loss: 0.0311891 | val_loss: 0.0311991 | Time: 1535.24 ms [2022-04-08 15:00:54 main:574] : INFO : Epoch 1832 | loss: 0.0311882 | val_loss: 0.0311973 | Time: 1546.02 ms [2022-04-08 15:00:55 main:574] : INFO : Epoch 1833 | loss: 0.0311874 | val_loss: 0.0311979 | Time: 1550.19 ms [2022-04-08 15:00:57 main:574] : INFO : Epoch 1834 | loss: 0.0311883 | val_loss: 0.031198 | Time: 1538.76 ms [2022-04-08 15:00:58 main:574] : INFO : Epoch 1835 | loss: 0.031189 | val_loss: 0.0311983 | Time: 1543.7 ms [2022-04-08 15:01:00 main:574] : INFO : Epoch 1836 | loss: 0.0311865 | val_loss: 0.031196 | Time: 1555.14 ms [2022-04-08 15:01:01 main:574] : INFO : Epoch 1837 | loss: 0.0311853 | val_loss: 0.0311981 | Time: 1545.87 ms [2022-04-08 15:01:03 main:574] : INFO : Epoch 1838 | loss: 0.0311852 | val_loss: 0.0311983 | Time: 1540.33 ms [2022-04-08 15:01:05 main:574] : INFO : Epoch 1839 | loss: 0.0311848 | val_loss: 0.0311996 | Time: 1557.48 ms [2022-04-08 15:01:06 main:574] : INFO : Epoch 1840 | loss: 0.0311849 | val_loss: 0.031197 | Time: 1547.52 ms [2022-04-08 15:01:08 main:574] : INFO : Epoch 1841 | loss: 0.0311872 | val_loss: 0.031201 | Time: 1535.89 ms [2022-04-08 15:01:09 main:574] : INFO : Epoch 1842 | loss: 0.0311857 | val_loss: 0.0311997 | Time: 1542.12 ms [2022-04-08 15:01:11 main:574] : INFO : Epoch 1843 | loss: 0.0311897 | val_loss: 0.031201 | Time: 1549.83 ms [2022-04-08 15:01:12 main:574] : INFO : Epoch 1844 | loss: 0.0311891 | val_loss: 0.031202 | Time: 1542.4 ms [2022-04-08 15:01:14 main:574] : INFO : Epoch 1845 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 1539.15 ms [2022-04-08 15:01:15 main:574] : INFO : Epoch 1846 | loss: 0.0311875 | val_loss: 0.0311996 | Time: 1549.95 ms [2022-04-08 15:01:17 main:574] : INFO : Epoch 1847 | loss: 0.0311891 | val_loss: 0.0311991 | Time: 1543.88 ms [2022-04-08 15:01:18 main:574] : INFO : Epoch 1848 | loss: 0.0312025 | val_loss: 0.0312075 | Time: 1536.91 ms [2022-04-08 15:01:20 main:574] : INFO : Epoch 1849 | loss: 0.0312091 | val_loss: 0.0312061 | Time: 1553.39 ms [2022-04-08 15:01:22 main:574] : INFO : Epoch 1850 | loss: 0.0312089 | val_loss: 0.0312088 | Time: 1536.39 ms [2022-04-08 15:01:23 main:574] : INFO : Epoch 1851 | loss: 0.0312105 | val_loss: 0.0312071 | Time: 1537.52 ms [2022-04-08 15:01:25 main:574] : INFO : Epoch 1852 | loss: 0.0312071 | val_loss: 0.0312048 | Time: 1549.56 ms [2022-04-08 15:01:26 main:574] : INFO : Epoch 1853 | loss: 0.0312054 | val_loss: 0.0312065 | Time: 1549.87 ms [2022-04-08 15:01:28 main:574] : INFO : Epoch 1854 | loss: 0.0312043 | val_loss: 0.0312057 | Time: 1534.13 ms [2022-04-08 15:01:29 main:574] : INFO : Epoch 1855 | loss: 0.0312041 | val_loss: 0.0312034 | Time: 1545.38 ms [2022-04-08 15:01:31 main:574] : INFO : Epoch 1856 | loss: 0.0312033 | val_loss: 0.0312037 | Time: 1540.93 ms [2022-04-08 15:01:32 main:574] : INFO : Epoch 1857 | loss: 0.0312017 | val_loss: 0.0312028 | Time: 1539 ms [2022-04-08 15:01:34 main:574] : INFO : Epoch 1858 | loss: 0.0312007 | val_loss: 0.0312031 | Time: 1545.96 ms [2022-04-08 15:01:35 main:574] : INFO : Epoch 1859 | loss: 0.0312007 | val_loss: 0.0312048 | Time: 1551.02 ms [2022-04-08 15:01:37 main:574] : INFO : Epoch 1860 | loss: 0.0312006 | val_loss: 0.0312016 | Time: 1531.9 ms [2022-04-08 15:01:39 main:574] : INFO : Epoch 1861 | loss: 0.0312003 | val_loss: 0.0312019 | Time: 1533.49 ms [2022-04-08 15:01:40 main:574] : INFO : Epoch 1862 | loss: 0.0311998 | val_loss: 0.0312021 | Time: 1551.21 ms [2022-04-08 15:01:42 main:574] : INFO : Epoch 1863 | loss: 0.0311991 | val_loss: 0.031202 | Time: 1541.98 ms [2022-04-08 15:01:43 main:574] : INFO : Epoch 1864 | loss: 0.0311986 | val_loss: 0.0312006 | Time: 1536.61 ms [2022-04-08 15:01:45 main:574] : INFO : Epoch 1865 | loss: 0.0311984 | val_loss: 0.0312011 | Time: 1554.61 ms [2022-04-08 15:01:46 main:574] : INFO : Epoch 1866 | loss: 0.0311981 | val_loss: 0.0312017 | Time: 1543.94 ms [2022-04-08 15:01:48 main:574] : INFO : Epoch 1867 | loss: 0.0311981 | val_loss: 0.0312119 | Time: 1537.78 ms [2022-04-08 15:01:49 main:574] : INFO : Epoch 1868 | loss: 0.0312015 | val_loss: 0.0312051 | Time: 1547.32 ms [2022-04-08 15:01:51 main:574] : INFO : Epoch 1869 | loss: 0.0311987 | val_loss: 0.0312017 | Time: 1541.06 ms [2022-04-08 15:01:52 main:574] : INFO : Epoch 1870 | loss: 0.031198 | val_loss: 0.0312006 | Time: 1532.52 ms [2022-04-08 15:01:54 main:574] : INFO : Epoch 1871 | loss: 0.0311983 | val_loss: 0.0312016 | Time: 1544.7 ms [2022-04-08 15:01:56 main:574] : INFO : Epoch 1872 | loss: 0.0311972 | val_loss: 0.0312013 | Time: 1545.9 ms [2022-04-08 15:01:57 main:574] : INFO : Epoch 1873 | loss: 0.0311977 | val_loss: 0.0312016 | Time: 1535.29 ms [2022-04-08 15:01:59 main:574] : INFO : Epoch 1874 | loss: 0.0311981 | val_loss: 0.0312034 | Time: 1535.53 ms [2022-04-08 15:02:00 main:574] : INFO : Epoch 1875 | loss: 0.0311976 | val_loss: 0.0312015 | Time: 1547.64 ms [2022-04-08 15:02:02 main:574] : INFO : Epoch 1876 | loss: 0.0311973 | val_loss: 0.0312032 | Time: 1540.95 ms [2022-04-08 15:02:03 main:574] : INFO : Epoch 1877 | loss: 0.0311976 | val_loss: 0.0312014 | Time: 1533.75 ms [2022-04-08 15:02:05 main:574] : INFO : Epoch 1878 | loss: 0.0311978 | val_loss: 0.0312023 | Time: 1545.3 ms [2022-04-08 15:02:06 main:574] : INFO : Epoch 1879 | loss: 0.0311967 | val_loss: 0.0312012 | Time: 1537.02 ms [2022-04-08 15:02:08 main:574] : INFO : Epoch 1880 | loss: 0.0311958 | val_loss: 0.031201 | Time: 1534.52 ms [2022-04-08 15:02:09 main:574] : INFO : Epoch 1881 | loss: 0.0311949 | val_loss: 0.0312007 | Time: 1542.11 ms [2022-04-08 15:02:11 main:574] : INFO : Epoch 1882 | loss: 0.031195 | val_loss: 0.0312004 | Time: 1539.04 ms [2022-04-08 15:02:12 main:574] : INFO : Epoch 1883 | loss: 0.0311954 | val_loss: 0.0312012 | Time: 1538.19 ms [2022-04-08 15:02:14 main:574] : INFO : Epoch 1884 | loss: 0.0311955 | val_loss: 0.0312028 | Time: 1538.19 ms [2022-04-08 15:02:16 main:574] : INFO : Epoch 1885 | loss: 0.0311954 | val_loss: 0.0312023 | Time: 1552.04 ms [2022-04-08 15:02:17 main:574] : INFO : Epoch 1886 | loss: 0.0311954 | val_loss: 0.0312004 | Time: 1529.35 ms [2022-04-08 15:02:19 main:574] : INFO : Epoch 1887 | loss: 0.0311949 | val_loss: 0.031202 | Time: 1539.15 ms [2022-04-08 15:02:20 main:574] : INFO : Epoch 1888 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 1553.59 ms [2022-04-08 15:02:22 main:574] : INFO : Epoch 1889 | loss: 0.0311947 | val_loss: 0.0312014 | Time: 1539.33 ms [2022-04-08 15:02:23 main:574] : INFO : Epoch 1890 | loss: 0.0311966 | val_loss: 0.0312024 | Time: 1537.63 ms [2022-04-08 15:02:25 main:574] : INFO : Epoch 1891 | loss: 0.0311942 | val_loss: 0.0312007 | Time: 1548.17 ms [2022-04-08 15:02:26 main:574] : INFO : Epoch 1892 | loss: 0.0311959 | val_loss: 0.0312047 | Time: 1542.91 ms [2022-04-08 15:02:28 main:574] : INFO : Epoch 1893 | loss: 0.0311972 | val_loss: 0.0312034 | Time: 1534.22 ms [2022-04-08 15:02:29 main:574] : INFO : Epoch 1894 | loss: 0.0311938 | val_loss: 0.0312012 | Time: 1549.11 ms [2022-04-08 15:02:31 main:574] : INFO : Epoch 1895 | loss: 0.0311935 | val_loss: 0.0312025 | Time: 1541.08 ms [2022-04-08 15:02:33 main:574] : INFO : Epoch 1896 | loss: 0.0311951 | val_loss: 0.0312041 | Time: 1535.87 ms [2022-04-08 15:02:34 main:574] : INFO : Epoch 1897 | loss: 0.0312212 | val_loss: 0.0527013 | Time: 1540.72 ms [2022-04-08 15:02:36 main:574] : INFO : Epoch 1898 | loss: 0.0376372 | val_loss: 0.0340661 | Time: 1546.92 ms [2022-04-08 15:02:37 main:574] : INFO : Epoch 1899 | loss: 0.0335888 | val_loss: 0.0318348 | Time: 1538.75 ms [2022-04-08 15:02:39 main:574] : INFO : Epoch 1900 | loss: 0.031555 | val_loss: 0.0313608 | Time: 1536.41 ms [2022-04-08 15:02:40 main:574] : INFO : Epoch 1901 | loss: 0.031287 | val_loss: 0.0312459 | Time: 1549.51 ms [2022-04-08 15:02:42 main:574] : INFO : Epoch 1902 | loss: 0.0312433 | val_loss: 0.0312337 | Time: 1541.52 ms [2022-04-08 15:02:43 main:574] : INFO : Epoch 1903 | loss: 0.0312317 | val_loss: 0.0312303 | Time: 1542.22 ms [2022-04-08 15:02:45 main:574] : INFO : Epoch 1904 | loss: 0.0312271 | val_loss: 0.0312261 | Time: 1548.15 ms [2022-04-08 15:02:46 main:574] : INFO : Epoch 1905 | loss: 0.0312221 | val_loss: 0.0312192 | Time: 1535.97 ms [2022-04-08 15:02:48 main:574] : INFO : Epoch 1906 | loss: 0.0312186 | val_loss: 0.0312171 | Time: 1536.35 ms [2022-04-08 15:02:49 main:574] : INFO : Epoch 1907 | loss: 0.0312169 | val_loss: 0.0312147 | Time: 1549.85 ms [2022-04-08 15:02:51 main:574] : INFO : Epoch 1908 | loss: 0.0312133 | val_loss: 0.0312112 | Time: 1538.53 ms [2022-04-08 15:02:53 main:574] : INFO : Epoch 1909 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 1534.6 ms [2022-04-08 15:02:54 main:574] : INFO : Epoch 1910 | loss: 0.0312101 | val_loss: 0.0312097 | Time: 1550.01 ms [2022-04-08 15:02:56 main:574] : INFO : Epoch 1911 | loss: 0.0312091 | val_loss: 0.0312091 | Time: 1548.44 ms [2022-04-08 15:02:57 main:574] : INFO : Epoch 1912 | loss: 0.0312091 | val_loss: 0.0312105 | Time: 1535.93 ms [2022-04-08 15:02:59 main:574] : INFO : Epoch 1913 | loss: 0.031209 | val_loss: 0.0312087 | Time: 1538.14 ms [2022-04-08 15:03:00 main:574] : INFO : Epoch 1914 | loss: 0.0312094 | val_loss: 0.0312078 | Time: 1548.62 ms [2022-04-08 15:03:02 main:574] : INFO : Epoch 1915 | loss: 0.0312088 | val_loss: 0.0312081 | Time: 1543.48 ms [2022-04-08 15:03:03 main:574] : INFO : Epoch 1916 | loss: 0.0312073 | val_loss: 0.0312077 | Time: 1533.95 ms [2022-04-08 15:03:05 main:574] : INFO : Epoch 1917 | loss: 0.031207 | val_loss: 0.0312086 | Time: 1548.58 ms [2022-04-08 15:03:06 main:574] : INFO : Epoch 1918 | loss: 0.0312069 | val_loss: 0.0312068 | Time: 1544.1 ms [2022-04-08 15:03:08 main:574] : INFO : Epoch 1919 | loss: 0.0312061 | val_loss: 0.0312066 | Time: 1535.79 ms [2022-04-08 15:03:10 main:574] : INFO : Epoch 1920 | loss: 0.0312054 | val_loss: 0.031207 | Time: 1549.07 ms [2022-04-08 15:03:11 main:574] : INFO : Epoch 1921 | loss: 0.0312055 | val_loss: 0.031207 | Time: 1542.85 ms [2022-04-08 15:03:13 main:574] : INFO : Epoch 1922 | loss: 0.0312046 | val_loss: 0.0312064 | Time: 1530.14 ms [2022-04-08 15:03:14 main:574] : INFO : Epoch 1923 | loss: 0.0312046 | val_loss: 0.0312068 | Time: 1549.89 ms [2022-04-08 15:03:16 main:574] : INFO : Epoch 1924 | loss: 0.0312044 | val_loss: 0.0312058 | Time: 1551.25 ms [2022-04-08 15:03:17 main:574] : INFO : Epoch 1925 | loss: 0.0312038 | val_loss: 0.0312057 | Time: 1546.18 ms [2022-04-08 15:03:19 main:574] : INFO : Epoch 1926 | loss: 0.0312034 | val_loss: 0.0312064 | Time: 1537.57 ms [2022-04-08 15:03:20 main:574] : INFO : Epoch 1927 | loss: 0.0312041 | val_loss: 0.0312076 | Time: 1550.21 ms [2022-04-08 15:03:22 main:574] : INFO : Epoch 1928 | loss: 0.0312039 | val_loss: 0.0312074 | Time: 1541.06 ms [2022-04-08 15:03:23 main:574] : INFO : Epoch 1929 | loss: 0.0312046 | val_loss: 0.0312072 | Time: 1546.01 ms [2022-04-08 15:03:25 main:574] : INFO : Epoch 1930 | loss: 0.0312035 | val_loss: 0.031205 | Time: 1550.14 ms [2022-04-08 15:03:27 main:574] : INFO : Epoch 1931 | loss: 0.0312029 | val_loss: 0.0312053 | Time: 1542.39 ms [2022-04-08 15:03:28 main:574] : INFO : Epoch 1932 | loss: 0.0312028 | val_loss: 0.0312057 | Time: 1524.11 ms [2022-04-08 15:03:30 main:574] : INFO : Epoch 1933 | loss: 0.031204 | val_loss: 0.031205 | Time: 1547.23 ms [2022-04-08 15:03:31 main:574] : INFO : Epoch 1934 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 1542.25 ms [2022-04-08 15:03:33 main:574] : INFO : Epoch 1935 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 1532.68 ms [2022-04-08 15:03:34 main:574] : INFO : Epoch 1936 | loss: 0.0312022 | val_loss: 0.0312052 | Time: 1541.85 ms [2022-04-08 15:03:36 main:574] : INFO : Epoch 1937 | loss: 0.0312017 | val_loss: 0.0312053 | Time: 1542.68 ms [2022-04-08 15:03:37 main:574] : INFO : Epoch 1938 | loss: 0.0312018 | val_loss: 0.0312047 | Time: 1542.96 ms [2022-04-08 15:03:39 main:574] : INFO : Epoch 1939 | loss: 0.0312013 | val_loss: 0.0312044 | Time: 1539.93 ms [2022-04-08 15:03:40 main:574] : INFO : Epoch 1940 | loss: 0.0312012 | val_loss: 0.031205 | Time: 1546.91 ms [2022-04-08 15:03:42 main:574] : INFO : Epoch 1941 | loss: 0.0312012 | val_loss: 0.0312041 | Time: 1540.58 ms [2022-04-08 15:03:44 main:574] : INFO : Epoch 1942 | loss: 0.0312016 | val_loss: 0.0312042 | Time: 1540.44 ms [2022-04-08 15:03:45 main:574] : INFO : Epoch 1943 | loss: 0.0312008 | val_loss: 0.0312067 | Time: 1551.01 ms [2022-04-08 15:03:47 main:574] : INFO : Epoch 1944 | loss: 0.0312018 | val_loss: 0.0312056 | Time: 1542.8 ms [2022-04-08 15:03:48 main:574] : INFO : Epoch 1945 | loss: 0.0312011 | val_loss: 0.0312043 | Time: 1540.28 ms [2022-04-08 15:03:50 main:574] : INFO : Epoch 1946 | loss: 0.0312015 | val_loss: 0.0312052 | Time: 1549.72 ms [2022-04-08 15:03:51 main:574] : INFO : Epoch 1947 | loss: 0.0312004 | val_loss: 0.0312042 | Time: 1541.09 ms [2022-04-08 15:03:53 main:574] : INFO : Epoch 1948 | loss: 0.0312006 | val_loss: 0.0312042 | Time: 1530.02 ms [2022-04-08 15:03:54 main:574] : INFO : Epoch 1949 | loss: 0.0312005 | val_loss: 0.0312054 | Time: 1544.65 ms [2022-04-08 15:03:56 main:574] : INFO : Epoch 1950 | loss: 0.0312003 | val_loss: 0.0312035 | Time: 1547.37 ms [2022-04-08 15:03:57 main:574] : INFO : Epoch 1951 | loss: 0.0312005 | val_loss: 0.0312035 | Time: 1533.35 ms [2022-04-08 15:03:59 main:574] : INFO : Epoch 1952 | loss: 0.0311998 | val_loss: 0.0312038 | Time: 1546.88 ms [2022-04-08 15:04:00 main:574] : INFO : Epoch 1953 | loss: 0.0311993 | val_loss: 0.0312049 | Time: 1549.51 ms [2022-04-08 15:04:02 main:574] : INFO : Epoch 1954 | loss: 0.0312 | val_loss: 0.0312062 | Time: 1536.88 ms [2022-04-08 15:04:04 main:574] : INFO : Epoch 1955 | loss: 0.0312014 | val_loss: 0.0312049 | Time: 1538.41 ms [2022-04-08 15:04:05 main:574] : INFO : Epoch 1956 | loss: 0.0312012 | val_loss: 0.0312031 | Time: 1550.99 ms [2022-04-08 15:04:07 main:574] : INFO : Epoch 1957 | loss: 0.0312006 | val_loss: 0.0312034 | Time: 1531.52 ms [2022-04-08 15:04:08 main:574] : INFO : Epoch 1958 | loss: 0.0311995 | val_loss: 0.0312058 | Time: 1539.62 ms [2022-04-08 15:04:10 main:574] : INFO : Epoch 1959 | loss: 0.0312004 | val_loss: 0.0312118 | Time: 1548.22 ms [2022-04-08 15:04:11 main:574] : INFO : Epoch 1960 | loss: 0.0312024 | val_loss: 0.0312065 | Time: 1544.89 ms [2022-04-08 15:04:13 main:574] : INFO : Epoch 1961 | loss: 0.0312 | val_loss: 0.0312024 | Time: 1536.05 ms [2022-04-08 15:04:14 main:574] : INFO : Epoch 1962 | loss: 0.0312001 | val_loss: 0.031206 | Time: 1548.53 ms [2022-04-08 15:04:16 main:574] : INFO : Epoch 1963 | loss: 0.0311992 | val_loss: 0.0312024 | Time: 1548.34 ms [2022-04-08 15:04:17 main:574] : INFO : Epoch 1964 | loss: 0.0311983 | val_loss: 0.0312024 | Time: 1529.68 ms [2022-04-08 15:04:19 main:574] : INFO : Epoch 1965 | loss: 0.0311992 | val_loss: 0.0312022 | Time: 1541.28 ms [2022-04-08 15:04:21 main:574] : INFO : Epoch 1966 | loss: 0.0311988 | val_loss: 0.0312035 | Time: 1551.41 ms [2022-04-08 15:04:22 main:574] : INFO : Epoch 1967 | loss: 0.0311996 | val_loss: 0.0312073 | Time: 1540.07 ms [2022-04-08 15:04:24 main:574] : INFO : Epoch 1968 | loss: 0.0311999 | val_loss: 0.0312008 | Time: 1539.11 ms [2022-04-08 15:04:25 main:574] : INFO : Epoch 1969 | loss: 0.0311983 | val_loss: 0.0311995 | Time: 1549.54 ms [2022-04-08 15:04:27 main:574] : INFO : Epoch 1970 | loss: 0.0311967 | val_loss: 0.0312113 | Time: 1535.31 ms [2022-04-08 15:04:28 main:574] : INFO : Epoch 1971 | loss: 0.031198 | val_loss: 0.0311995 | Time: 1540.41 ms [2022-04-08 15:04:30 main:574] : INFO : Epoch 1972 | loss: 0.0311987 | val_loss: 0.0311992 | Time: 1546.98 ms [2022-04-08 15:04:31 main:574] : INFO : Epoch 1973 | loss: 0.0311967 | val_loss: 0.0312017 | Time: 1541.26 ms [2022-04-08 15:04:33 main:574] : INFO : Epoch 1974 | loss: 0.0311972 | val_loss: 0.0312018 | Time: 1538.3 ms [2022-04-08 15:04:34 main:574] : INFO : Epoch 1975 | loss: 0.0311955 | val_loss: 0.0312002 | Time: 1546.91 ms [2022-04-08 15:04:36 main:574] : INFO : Epoch 1976 | loss: 0.0311956 | val_loss: 0.0312007 | Time: 1549.26 ms [2022-04-08 15:04:38 main:574] : INFO : Epoch 1977 | loss: 0.0311947 | val_loss: 0.0311993 | Time: 1534.41 ms [2022-04-08 15:04:39 main:574] : INFO : Epoch 1978 | loss: 0.0311995 | val_loss: 0.0312064 | Time: 1548.68 ms [2022-04-08 15:04:41 main:574] : INFO : Epoch 1979 | loss: 0.0311967 | val_loss: 0.0311996 | Time: 1556.34 ms [2022-04-08 15:04:42 main:574] : INFO : Epoch 1980 | loss: 0.0311952 | val_loss: 0.0312007 | Time: 1531.31 ms [2022-04-08 15:04:44 main:574] : INFO : Epoch 1981 | loss: 0.0311955 | val_loss: 0.0312006 | Time: 1542.21 ms [2022-04-08 15:04:45 main:574] : INFO : Epoch 1982 | loss: 0.0311949 | val_loss: 0.0312001 | Time: 1548.6 ms [2022-04-08 15:04:47 main:574] : INFO : Epoch 1983 | loss: 0.0311938 | val_loss: 0.0312 | Time: 1544.08 ms [2022-04-08 15:04:48 main:574] : INFO : Epoch 1984 | loss: 0.0311951 | val_loss: 0.0312006 | Time: 1536.25 ms [2022-04-08 15:04:50 main:574] : INFO : Epoch 1985 | loss: 0.0311952 | val_loss: 0.0312002 | Time: 1554.41 ms [2022-04-08 15:04:51 main:574] : INFO : Epoch 1986 | loss: 0.0311941 | val_loss: 0.0311996 | Time: 1544.41 ms [2022-04-08 15:04:53 main:574] : INFO : Epoch 1987 | loss: 0.0311947 | val_loss: 0.0312024 | Time: 1533.26 ms [2022-04-08 15:04:55 main:574] : INFO : Epoch 1988 | loss: 0.0312008 | val_loss: 0.0312109 | Time: 1542.25 ms [2022-04-08 15:04:56 main:574] : INFO : Epoch 1989 | loss: 0.0312068 | val_loss: 0.0312084 | Time: 1540.77 ms [2022-04-08 15:04:58 main:574] : INFO : Epoch 1990 | loss: 0.031206 | val_loss: 0.0312081 | Time: 1532.51 ms [2022-04-08 15:04:59 main:574] : INFO : Epoch 1991 | loss: 0.0312074 | val_loss: 0.0312137 | Time: 1545.46 ms [2022-04-08 15:05:01 main:574] : INFO : Epoch 1992 | loss: 0.0312085 | val_loss: 0.0312063 | Time: 1550.49 ms [2022-04-08 15:05:02 main:574] : INFO : Epoch 1993 | loss: 0.0312039 | val_loss: 0.0312073 | Time: 1538.18 ms [2022-04-08 15:05:04 main:574] : INFO : Epoch 1994 | loss: 0.0312034 | val_loss: 0.0312098 | Time: 1539.53 ms [2022-04-08 15:05:05 main:574] : INFO : Epoch 1995 | loss: 0.0312041 | val_loss: 0.0312052 | Time: 1549 ms [2022-04-08 15:05:07 main:574] : INFO : Epoch 1996 | loss: 0.0312026 | val_loss: 0.0312068 | Time: 1540.72 ms [2022-04-08 15:05:08 main:574] : INFO : Epoch 1997 | loss: 0.0312026 | val_loss: 0.0312087 | Time: 1541.32 ms [2022-04-08 15:05:10 main:574] : INFO : Epoch 1998 | loss: 0.0312058 | val_loss: 0.0312084 | Time: 1558.11 ms [2022-04-08 15:05:12 main:574] : INFO : Epoch 1999 | loss: 0.0312027 | val_loss: 0.0312072 | Time: 1544.33 ms [2022-04-08 15:05:13 main:574] : INFO : Epoch 2000 | loss: 0.0312023 | val_loss: 0.0312063 | Time: 1546.37 ms [2022-04-08 15:05:15 main:574] : INFO : Epoch 2001 | loss: 0.0312033 | val_loss: 0.0312066 | Time: 1552.63 ms [2022-04-08 15:05:16 main:574] : INFO : Epoch 2002 | loss: 0.0312026 | val_loss: 0.0312041 | Time: 1546.98 ms [2022-04-08 15:05:18 main:574] : INFO : Epoch 2003 | loss: 0.0312023 | val_loss: 0.0312041 | Time: 1541.5 ms [2022-04-08 15:05:19 main:574] : INFO : Epoch 2004 | loss: 0.0312017 | val_loss: 0.0312063 | Time: 1544.46 ms [2022-04-08 15:05:21 main:574] : INFO : Epoch 2005 | loss: 0.0312017 | val_loss: 0.0312037 | Time: 1543.54 ms [2022-04-08 15:05:22 main:574] : INFO : Epoch 2006 | loss: 0.0312018 | val_loss: 0.0312102 | Time: 1536.2 ms [2022-04-08 15:05:24 main:574] : INFO : Epoch 2007 | loss: 0.0312012 | val_loss: 0.0312038 | Time: 1537.4 ms [2022-04-08 15:05:25 main:574] : INFO : Epoch 2008 | loss: 0.0312011 | val_loss: 0.0312042 | Time: 1557.39 ms [2022-04-08 15:05:27 main:574] : INFO : Epoch 2009 | loss: 0.031201 | val_loss: 0.0312032 | Time: 1536.63 ms [2022-04-08 15:05:29 main:574] : INFO : Epoch 2010 | loss: 0.0312005 | val_loss: 0.0312028 | Time: 1535.54 ms [2022-04-08 15:05:30 main:574] : INFO : Epoch 2011 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 1555.11 ms [2022-04-08 15:05:32 main:574] : INFO : Epoch 2012 | loss: 0.0312 | val_loss: 0.0312031 | Time: 1534.56 ms [2022-04-08 15:05:33 main:574] : INFO : Epoch 2013 | loss: 0.0312001 | val_loss: 0.0312025 | Time: 1541.36 ms [2022-04-08 15:05:35 main:574] : INFO : Epoch 2014 | loss: 0.0311988 | val_loss: 0.0312016 | Time: 1548.74 ms [2022-04-08 15:05:36 main:574] : INFO : Epoch 2015 | loss: 0.0311987 | val_loss: 0.0312043 | Time: 1543.16 ms [2022-04-08 15:05:38 main:574] : INFO : Epoch 2016 | loss: 0.0311989 | val_loss: 0.0312024 | Time: 1531.97 ms [2022-04-08 15:05:39 main:574] : INFO : Epoch 2017 | loss: 0.0311988 | val_loss: 0.031202 | Time: 1541.49 ms [2022-04-08 15:05:41 main:574] : INFO : Epoch 2018 | loss: 0.0311989 | val_loss: 0.0312032 | Time: 1542.69 ms [2022-04-08 15:05:42 main:574] : INFO : Epoch 2019 | loss: 0.0311987 | val_loss: 0.0312023 | Time: 1538.38 ms [2022-04-08 15:05:44 main:574] : INFO : Epoch 2020 | loss: 0.0311982 | val_loss: 0.0312042 | Time: 1544.48 ms [2022-04-08 15:05:46 main:574] : INFO : Epoch 2021 | loss: 0.0312011 | val_loss: 0.0312051 | Time: 1551.77 ms [2022-04-08 15:05:47 main:574] : INFO : Epoch 2022 | loss: 0.0311997 | val_loss: 0.0312022 | Time: 1537.96 ms [2022-04-08 15:05:49 main:574] : INFO : Epoch 2023 | loss: 0.0311985 | val_loss: 0.031202 | Time: 1537.04 ms [2022-04-08 15:05:50 main:574] : INFO : Epoch 2024 | loss: 0.0311984 | val_loss: 0.0312022 | Time: 1551.98 ms [2022-04-08 15:05:52 main:574] : INFO : Epoch 2025 | loss: 0.0311977 | val_loss: 0.0312031 | Time: 1539.69 ms [2022-04-08 15:05:53 main:574] : INFO : Epoch 2026 | loss: 0.0311977 | val_loss: 0.0312019 | Time: 1540 ms [2022-04-08 15:05:55 main:574] : INFO : Epoch 2027 | loss: 0.0311975 | val_loss: 0.0312018 | Time: 1555.02 ms [2022-04-08 15:05:56 main:574] : INFO : Epoch 2028 | loss: 0.0311971 | val_loss: 0.0312035 | Time: 1552.41 ms [2022-04-08 15:05:58 main:574] : INFO : Epoch 2029 | loss: 0.0311977 | val_loss: 0.0312015 | Time: 1536.46 ms [2022-04-08 15:05:59 main:574] : INFO : Epoch 2030 | loss: 0.0311985 | val_loss: 0.0312022 | Time: 1546.11 ms [2022-04-08 15:06:01 main:574] : INFO : Epoch 2031 | loss: 0.031198 | val_loss: 0.0312021 | Time: 1546.43 ms [2022-04-08 15:06:02 main:574] : INFO : Epoch 2032 | loss: 0.0311968 | val_loss: 0.031202 | Time: 1533.87 ms [2022-04-08 15:06:04 main:574] : INFO : Epoch 2033 | loss: 0.0311969 | val_loss: 0.0312039 | Time: 1542.04 ms [2022-04-08 15:06:06 main:574] : INFO : Epoch 2034 | loss: 0.031197 | val_loss: 0.0312021 | Time: 1546.9 ms [2022-04-08 15:06:07 main:574] : INFO : Epoch 2035 | loss: 0.0311965 | val_loss: 0.0312031 | Time: 1535.57 ms [2022-04-08 15:06:09 main:574] : INFO : Epoch 2036 | loss: 0.031197 | val_loss: 0.0312021 | Time: 1539.45 ms [2022-04-08 15:06:10 main:574] : INFO : Epoch 2037 | loss: 0.0311972 | val_loss: 0.0312024 | Time: 1548.57 ms [2022-04-08 15:06:12 main:574] : INFO : Epoch 2038 | loss: 0.0311964 | val_loss: 0.0312027 | Time: 1533 ms [2022-04-08 15:06:13 main:574] : INFO : Epoch 2039 | loss: 0.0311965 | val_loss: 0.0312022 | Time: 1540.69 ms [2022-04-08 15:06:15 main:574] : INFO : Epoch 2040 | loss: 0.0311961 | val_loss: 0.031203 | Time: 1555.98 ms [2022-04-08 15:06:16 main:574] : INFO : Epoch 2041 | loss: 0.0311958 | val_loss: 0.0312029 | Time: 1538.9 ms [2022-04-08 15:06:18 main:574] : INFO : Epoch 2042 | loss: 0.0311958 | val_loss: 0.0312025 | Time: 1535.28 ms [2022-04-08 15:06:19 main:574] : INFO : Epoch 2043 | loss: 0.0311964 | val_loss: 0.0312043 | Time: 1552.46 ms [2022-04-08 15:06:21 main:574] : INFO : Epoch 2044 | loss: 0.0311953 | val_loss: 0.0312023 | Time: 1551.91 ms [2022-04-08 15:06:23 main:574] : INFO : Epoch 2045 | loss: 0.0311955 | val_loss: 0.0312029 | Time: 1540.73 ms [2022-04-08 15:06:24 main:574] : INFO : Epoch 2046 | loss: 0.0311972 | val_loss: 0.0312124 | Time: 1542.58 ms [2022-04-08 15:06:26 main:574] : INFO : Epoch 2047 | loss: 0.0311972 | val_loss: 0.0312046 | Time: 1548.99 ms [2022-04-08 15:06:27 main:574] : INFO : Epoch 2048 | loss: 0.0311992 | val_loss: 0.0312042 | Time: 1535.44 ms [2022-04-08 15:06:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312042 [2022-04-08 15:06:27 main:603] : INFO : Saving end state to config to file [2022-04-08 15:06:27 main:608] : INFO : Success, exiting.. 15:06:27 (9864): 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)