Task 14549734
| Name | ParityModified-1647047546-28721-3-0_0 |
| Workunit | 11575363 |
| Created | 8 Apr 2022, 9:58:28 UTC |
| Sent | 11 Apr 2022, 0:10:47 UTC |
| Report deadline | 19 Apr 2022, 0:10:47 UTC |
| Received | 11 Apr 2022, 4:52:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 26 min 20 sec |
| CPU time | 1 hours 24 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311891 | val_loss: 0.031192 | Time: 2484.73 ms [2022-04-10 23:31:12 main:574] : INFO : Epoch 1543 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 2484.43 ms [2022-04-10 23:31:15 main:574] : INFO : Epoch 1544 | loss: 0.0311885 | val_loss: 0.031192 | Time: 2485.94 ms [2022-04-10 23:31:17 main:574] : INFO : Epoch 1545 | loss: 0.0311934 | val_loss: 0.0311922 | Time: 2482.33 ms [2022-04-10 23:31:20 main:574] : INFO : Epoch 1546 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 2488.13 ms [2022-04-10 23:31:22 main:574] : INFO : Epoch 1547 | loss: 0.0311899 | val_loss: 0.0311941 | Time: 2494.56 ms [2022-04-10 23:31:25 main:574] : INFO : Epoch 1548 | loss: 0.0311891 | val_loss: 0.0311912 | Time: 2487.37 ms [2022-04-10 23:31:27 main:574] : INFO : Epoch 1549 | loss: 0.0311923 | val_loss: 0.0311923 | Time: 2484.26 ms [2022-04-10 23:31:30 main:574] : INFO : Epoch 1550 | loss: 0.0311904 | val_loss: 0.0311961 | Time: 2486.95 ms [2022-04-10 23:31:32 main:574] : INFO : Epoch 1551 | loss: 0.0311882 | val_loss: 0.0311937 | Time: 2487.06 ms [2022-04-10 23:31:35 main:574] : INFO : Epoch 1552 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 2476.28 ms [2022-04-10 23:31:37 main:574] : INFO : Epoch 1553 | loss: 0.0311905 | val_loss: 0.0311947 | Time: 2487.56 ms [2022-04-10 23:31:40 main:574] : INFO : Epoch 1554 | loss: 0.0311908 | val_loss: 0.0311993 | Time: 2480.06 ms [2022-04-10 23:31:42 main:574] : INFO : Epoch 1555 | loss: 0.0311884 | val_loss: 0.0311888 | Time: 2482.78 ms [2022-04-10 23:31:45 main:574] : INFO : Epoch 1556 | loss: 0.0311889 | val_loss: 0.0311925 | Time: 2484.35 ms [2022-04-10 23:31:47 main:574] : INFO : Epoch 1557 | loss: 0.0311928 | val_loss: 0.0311949 | Time: 2483.94 ms [2022-04-10 23:31:50 main:574] : INFO : Epoch 1558 | loss: 0.0311934 | val_loss: 0.0311971 | Time: 2481.35 ms [2022-04-10 23:31:52 main:574] : INFO : Epoch 1559 | loss: 0.03119 | val_loss: 0.0311919 | Time: 2482.84 ms [2022-04-10 23:31:55 main:574] : INFO : Epoch 1560 | loss: 0.0311892 | val_loss: 0.031201 | Time: 2488.03 ms [2022-04-10 23:31:57 main:574] : INFO : Epoch 1561 | loss: 0.0311918 | val_loss: 0.0311918 | Time: 2486.29 ms [2022-04-10 23:32:00 main:574] : INFO : Epoch 1562 | loss: 0.0311872 | val_loss: 0.0311879 | Time: 2491.89 ms [2022-04-10 23:32:03 main:574] : INFO : Epoch 1563 | loss: 0.0311891 | val_loss: 0.0311985 | Time: 2486.23 ms [2022-04-10 23:32:05 main:574] : INFO : Epoch 1564 | loss: 0.0311919 | val_loss: 0.0311965 | Time: 2477.27 ms [2022-04-10 23:32:08 main:574] : INFO : Epoch 1565 | loss: 0.0311944 | val_loss: 0.0311951 | Time: 2487.98 ms [2022-04-10 23:32:10 main:574] : INFO : Epoch 1566 | loss: 0.0311928 | val_loss: 0.0311888 | Time: 2483.35 ms [2022-04-10 23:32:13 main:574] : INFO : Epoch 1567 | loss: 0.0311865 | val_loss: 0.0311894 | Time: 2488.58 ms [2022-04-10 23:32:15 main:574] : INFO : Epoch 1568 | loss: 0.0311861 | val_loss: 0.0311885 | Time: 2481.58 ms [2022-04-10 23:32:18 main:574] : INFO : Epoch 1569 | loss: 0.031187 | val_loss: 0.0312041 | Time: 2487.54 ms [2022-04-10 23:32:20 main:574] : INFO : Epoch 1570 | loss: 0.0311914 | val_loss: 0.0311883 | Time: 2482.05 ms [2022-04-10 23:32:23 main:574] : INFO : Epoch 1571 | loss: 0.0311916 | val_loss: 0.0311899 | Time: 2485.03 ms [2022-04-10 23:32:25 main:574] : INFO : Epoch 1572 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 2485.02 ms [2022-04-10 23:32:28 main:574] : INFO : Epoch 1573 | loss: 0.0311869 | val_loss: 0.031189 | Time: 2487.56 ms [2022-04-10 23:32:30 main:574] : INFO : Epoch 1574 | loss: 0.0311858 | val_loss: 0.0311895 | Time: 2475.04 ms [2022-04-10 23:32:33 main:574] : INFO : Epoch 1575 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 2483.32 ms [2022-04-10 23:32:35 main:574] : INFO : Epoch 1576 | loss: 0.0311888 | val_loss: 0.0311918 | Time: 2476.49 ms [2022-04-10 23:32:38 main:574] : INFO : Epoch 1577 | loss: 0.0311858 | val_loss: 0.0311933 | Time: 2475.81 ms [2022-04-10 23:32:40 main:574] : INFO : Epoch 1578 | loss: 0.0311862 | val_loss: 0.0311895 | Time: 2481.65 ms [2022-04-10 23:32:43 main:574] : INFO : Epoch 1579 | loss: 0.0311901 | val_loss: 0.0312088 | Time: 2485.38 ms [2022-04-10 23:32:45 main:574] : INFO : Epoch 1580 | loss: 0.0312004 | val_loss: 0.0311965 | Time: 2485.15 ms [2022-04-10 23:32:48 main:574] : INFO : Epoch 1581 | loss: 0.0311958 | val_loss: 0.0311975 | Time: 2493.51 ms [2022-04-10 23:32:50 main:574] : INFO : Epoch 1582 | loss: 0.0311921 | val_loss: 0.0311943 | Time: 2485.79 ms [2022-04-10 23:32:53 main:574] : INFO : Epoch 1583 | loss: 0.0311951 | val_loss: 0.0311932 | Time: 2487.57 ms [2022-04-10 23:32:55 main:574] : INFO : Epoch 1584 | loss: 0.0311978 | val_loss: 0.0311927 | Time: 2478.04 ms [2022-04-10 23:32:58 main:574] : INFO : Epoch 1585 | loss: 0.031192 | val_loss: 0.0311952 | Time: 2486.29 ms [2022-04-10 23:33:00 main:574] : INFO : Epoch 1586 | loss: 0.0311906 | val_loss: 0.0311916 | Time: 2477.64 ms [2022-04-10 23:33:03 main:574] : INFO : Epoch 1587 | loss: 0.0311903 | val_loss: 0.0311931 | Time: 2480.23 ms [2022-04-10 23:33:05 main:574] : INFO : Epoch 1588 | loss: 0.0311899 | val_loss: 0.0311948 | Time: 2476.54 ms [2022-04-10 23:33:08 main:574] : INFO : Epoch 1589 | loss: 0.0311925 | val_loss: 0.0312027 | Time: 2490.37 ms [2022-04-10 23:33:10 main:574] : INFO : Epoch 1590 | loss: 0.0311974 | val_loss: 0.0311916 | Time: 2480.72 ms [2022-04-10 23:33:13 main:574] : INFO : Epoch 1591 | loss: 0.0311934 | val_loss: 0.0311906 | Time: 2486.55 ms [2022-04-10 23:33:15 main:574] : INFO : Epoch 1592 | loss: 0.0311909 | val_loss: 0.0311896 | Time: 2485.13 ms [2022-04-10 23:33:18 main:574] : INFO : Epoch 1593 | loss: 0.0311905 | val_loss: 0.0311913 | Time: 2493.75 ms [2022-04-10 23:33:20 main:574] : INFO : Epoch 1594 | loss: 0.0311901 | val_loss: 0.0311909 | Time: 2483.85 ms [2022-04-10 23:33:23 main:574] : INFO : Epoch 1595 | loss: 0.0311905 | val_loss: 0.0311894 | Time: 2487.13 ms [2022-04-10 23:33:25 main:574] : INFO : Epoch 1596 | loss: 0.0311904 | val_loss: 0.0311968 | Time: 2481.57 ms [2022-04-10 23:33:28 main:574] : INFO : Epoch 1597 | loss: 0.0311918 | val_loss: 0.0311897 | Time: 2480.88 ms [2022-04-10 23:33:30 main:574] : INFO : Epoch 1598 | loss: 0.0311933 | val_loss: 0.0311934 | Time: 2483.97 ms [2022-04-10 23:33:33 main:574] : INFO : Epoch 1599 | loss: 0.0311904 | val_loss: 0.0311902 | Time: 2481.58 ms [2022-04-10 23:33:35 main:574] : INFO : Epoch 1600 | loss: 0.0311876 | val_loss: 0.031195 | Time: 2483.6 ms [2022-04-10 23:33:38 main:574] : INFO : Epoch 1601 | loss: 0.0311896 | val_loss: 0.0311932 | Time: 2481.06 ms [2022-04-10 23:33:40 main:574] : INFO : Epoch 1602 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 2479.87 ms [2022-04-10 23:33:43 main:574] : INFO : Epoch 1603 | loss: 0.0311897 | val_loss: 0.0311912 | Time: 2480.78 ms [2022-04-10 23:33:46 main:574] : INFO : Epoch 1604 | loss: 0.031188 | val_loss: 0.0311895 | Time: 2486.2 ms [2022-04-10 23:33:48 main:574] : INFO : Epoch 1605 | loss: 0.0311908 | val_loss: 0.0312001 | Time: 2485.69 ms [2022-04-10 23:33:51 main:574] : INFO : Epoch 1606 | loss: 0.0311928 | val_loss: 0.0312015 | Time: 2482.96 ms [2022-04-10 23:33:53 main:574] : INFO : Epoch 1607 | loss: 0.0311908 | val_loss: 0.031188 | Time: 2479.94 ms [2022-04-10 23:33:56 main:574] : INFO : Epoch 1608 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 2483.63 ms [2022-04-10 23:33:58 main:574] : INFO : Epoch 1609 | loss: 0.0311865 | val_loss: 0.0311899 | Time: 2482.64 ms [2022-04-10 23:34:01 main:574] : INFO : Epoch 1610 | loss: 0.0311901 | val_loss: 0.0311981 | Time: 2483.98 ms [2022-04-10 23:34:03 main:574] : INFO : Epoch 1611 | loss: 0.0311964 | val_loss: 0.0312128 | Time: 2486.17 ms [2022-04-10 23:34:06 main:574] : INFO : Epoch 1612 | loss: 0.0311968 | val_loss: 0.0311892 | Time: 2482.88 ms [2022-04-10 23:34:08 main:574] : INFO : Epoch 1613 | loss: 0.0311882 | val_loss: 0.031191 | Time: 2483.81 ms [2022-04-10 23:34:11 main:574] : INFO : Epoch 1614 | loss: 0.0311879 | val_loss: 0.0311901 | Time: 2485.42 ms [2022-04-10 23:34:13 main:574] : INFO : Epoch 1615 | loss: 0.0311878 | val_loss: 0.0311898 | Time: 2478.78 ms [2022-04-10 23:34:16 main:574] : INFO : Epoch 1616 | loss: 0.0311881 | val_loss: 0.0311903 | Time: 2485.13 ms [2022-04-10 23:34:18 main:574] : INFO : Epoch 1617 | loss: 0.0311873 | val_loss: 0.0311899 | Time: 2486.33 ms [2022-04-10 23:34:21 main:574] : INFO : Epoch 1618 | loss: 0.0311877 | val_loss: 0.0311935 | Time: 2483.65 ms [2022-04-10 23:34:23 main:574] : INFO : Epoch 1619 | loss: 0.0311877 | val_loss: 0.0311933 | Time: 2479.18 ms [2022-04-10 23:34:26 main:574] : INFO : Epoch 1620 | loss: 0.0311889 | val_loss: 0.0311894 | Time: 2483.59 ms [2022-04-10 23:34:28 main:574] : INFO : Epoch 1621 | loss: 0.031193 | val_loss: 0.0311931 | Time: 2492.96 ms [2022-04-10 23:34:31 main:574] : INFO : Epoch 1622 | loss: 0.0311882 | val_loss: 0.0311892 | Time: 2479.05 ms [2022-04-10 23:34:33 main:574] : INFO : Epoch 1623 | loss: 0.0311886 | val_loss: 0.0311898 | Time: 2483.1 ms [2022-04-10 23:34:36 main:574] : INFO : Epoch 1624 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 2478.23 ms [2022-04-10 23:34:38 main:574] : INFO : Epoch 1625 | loss: 0.0311851 | val_loss: 0.0311893 | Time: 2485.62 ms [2022-04-10 23:34:41 main:574] : INFO : Epoch 1626 | loss: 0.0311866 | val_loss: 0.0311922 | Time: 2487.38 ms [2022-04-10 23:34:43 main:574] : INFO : Epoch 1627 | loss: 0.0311867 | val_loss: 0.0311879 | Time: 2489.76 ms [2022-04-10 23:34:46 main:574] : INFO : Epoch 1628 | loss: 0.0311891 | val_loss: 0.0311937 | Time: 2485.75 ms [2022-04-10 23:34:48 main:574] : INFO : Epoch 1629 | loss: 0.0311877 | val_loss: 0.0311893 | Time: 2494.59 ms [2022-04-10 23:34:51 main:574] : INFO : Epoch 1630 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 2485.69 ms [2022-04-10 23:34:53 main:574] : INFO : Epoch 1631 | loss: 0.0311847 | val_loss: 0.0311887 | Time: 2484.73 ms [2022-04-10 23:34:56 main:574] : INFO : Epoch 1632 | loss: 0.0311873 | val_loss: 0.0311952 | Time: 2473.8 ms [2022-04-10 23:34:58 main:574] : INFO : Epoch 1633 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 2489.56 ms [2022-04-10 23:35:01 main:574] : INFO : Epoch 1634 | loss: 0.0311851 | val_loss: 0.0311894 | Time: 2493.34 ms [2022-04-10 23:35:03 main:574] : INFO : Epoch 1635 | loss: 0.0311868 | val_loss: 0.0311885 | Time: 2492.13 ms [2022-04-10 23:35:06 main:574] : INFO : Epoch 1636 | loss: 0.0311847 | val_loss: 0.0311899 | Time: 2490.88 ms [2022-04-10 23:35:08 main:574] : INFO : Epoch 1637 | loss: 0.031185 | val_loss: 0.0311878 | Time: 2490.12 ms [2022-04-10 23:35:11 main:574] : INFO : Epoch 1638 | loss: 0.0311835 | val_loss: 0.0311896 | Time: 2486.47 ms [2022-04-10 23:35:13 main:574] : INFO : Epoch 1639 | loss: 0.031183 | val_loss: 0.0311924 | Time: 2488.61 ms [2022-04-10 23:35:16 main:574] : INFO : Epoch 1640 | loss: 0.031185 | val_loss: 0.0311895 | Time: 2484 ms [2022-04-10 23:35:19 main:574] : INFO : Epoch 1641 | loss: 0.0311857 | val_loss: 0.0311934 | Time: 2489.4 ms [2022-04-10 23:35:21 main:574] : INFO : Epoch 1642 | loss: 0.0311885 | val_loss: 0.0311886 | Time: 2484.21 ms [2022-04-10 23:35:24 main:574] : INFO : Epoch 1643 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 2476.01 ms [2022-04-10 23:35:26 main:574] : INFO : Epoch 1644 | loss: 0.0311879 | val_loss: 0.0311871 | Time: 2481.56 ms [2022-04-10 23:35:29 main:574] : INFO : Epoch 1645 | loss: 0.0311911 | val_loss: 0.03119 | Time: 2486.55 ms [2022-04-10 23:35:31 main:574] : INFO : Epoch 1646 | loss: 0.0311867 | val_loss: 0.0311962 | Time: 2485.67 ms [2022-04-10 23:35:34 main:574] : INFO : Epoch 1647 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 2486.66 ms [2022-04-10 23:35:36 main:574] : INFO : Epoch 1648 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 2486.69 ms [2022-04-10 23:35:39 main:574] : INFO : Epoch 1649 | loss: 0.0311843 | val_loss: 0.0311931 | Time: 2488.67 ms [2022-04-10 23:35:41 main:574] : INFO : Epoch 1650 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 2485.44 ms [2022-04-10 23:35:44 main:574] : INFO : Epoch 1651 | loss: 0.0311837 | val_loss: 0.0311887 | Time: 2487.16 ms [2022-04-10 23:35:46 main:574] : INFO : Epoch 1652 | loss: 0.0311831 | val_loss: 0.0311893 | Time: 2476.55 ms [2022-04-10 23:35:49 main:574] : INFO : Epoch 1653 | loss: 0.0311843 | val_loss: 0.0311899 | Time: 2483.2 ms [2022-04-10 23:35:51 main:574] : INFO : Epoch 1654 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 2482.9 ms [2022-04-10 23:35:54 main:574] : INFO : Epoch 1655 | loss: 0.0311832 | val_loss: 0.031188 | Time: 2485.37 ms [2022-04-10 23:35:56 main:574] : INFO : Epoch 1656 | loss: 0.0311844 | val_loss: 0.0311882 | Time: 2476.69 ms [2022-04-10 23:35:59 main:574] : INFO : Epoch 1657 | loss: 0.0311864 | val_loss: 0.0311921 | Time: 2489.31 ms [2022-04-10 23:36:01 main:574] : INFO : Epoch 1658 | loss: 0.0311876 | val_loss: 0.0311982 | Time: 2487.45 ms [2022-04-10 23:36:04 main:574] : INFO : Epoch 1659 | loss: 0.0311831 | val_loss: 0.0311896 | Time: 2483.16 ms [2022-04-10 23:36:06 main:574] : INFO : Epoch 1660 | loss: 0.0311861 | val_loss: 0.0311873 | Time: 2482.78 ms [2022-04-10 23:36:09 main:574] : INFO : Epoch 1661 | loss: 0.0311856 | val_loss: 0.0311954 | Time: 2490.83 ms [2022-04-10 23:36:11 main:574] : INFO : Epoch 1662 | loss: 0.0311846 | val_loss: 0.0311904 | Time: 2483.8 ms [2022-04-10 23:36:14 main:574] : INFO : Epoch 1663 | loss: 0.0311824 | val_loss: 0.0311914 | Time: 2484 ms [2022-04-10 23:36:16 main:574] : INFO : Epoch 1664 | loss: 0.0311884 | val_loss: 0.031194 | Time: 2478.85 ms [2022-04-10 23:36:19 main:574] : INFO : Epoch 1665 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 2490.65 ms [2022-04-10 23:36:21 main:574] : INFO : Epoch 1666 | loss: 0.0311921 | val_loss: 0.0311902 | Time: 2481.1 ms [2022-04-10 23:36:24 main:574] : INFO : Epoch 1667 | loss: 0.031189 | val_loss: 0.0311882 | Time: 2482.48 ms [2022-04-10 23:36:26 main:574] : INFO : Epoch 1668 | loss: 0.0311875 | val_loss: 0.0311891 | Time: 2486.82 ms [2022-04-10 23:36:29 main:574] : INFO : Epoch 1669 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 2489.48 ms [2022-04-10 23:36:31 main:574] : INFO : Epoch 1670 | loss: 0.0311847 | val_loss: 0.031189 | Time: 2484.44 ms [2022-04-10 23:36:34 main:574] : INFO : Epoch 1671 | loss: 0.0311859 | val_loss: 0.0311938 | Time: 2486.12 ms [2022-04-10 23:36:36 main:574] : INFO : Epoch 1672 | loss: 0.0311849 | val_loss: 0.0311936 | Time: 2480.05 ms [2022-04-10 23:36:39 main:574] : INFO : Epoch 1673 | loss: 0.0311845 | val_loss: 0.0311911 | Time: 2487.63 ms [2022-04-10 23:36:41 main:574] : INFO : Epoch 1674 | loss: 0.0311859 | val_loss: 0.031189 | Time: 2487.92 ms [2022-04-10 23:36:44 main:574] : INFO : Epoch 1675 | loss: 0.0311857 | val_loss: 0.0311902 | Time: 2487.37 ms [2022-04-10 23:36:46 main:574] : INFO : Epoch 1676 | loss: 0.0311857 | val_loss: 0.0311894 | Time: 2476.25 ms [2022-04-10 23:36:49 main:574] : INFO : Epoch 1677 | loss: 0.031183 | val_loss: 0.0311901 | Time: 2488.66 ms [2022-04-10 23:36:51 main:574] : INFO : Epoch 1678 | loss: 0.031184 | val_loss: 0.0311932 | Time: 2484.53 ms [2022-04-10 23:36:54 main:574] : INFO : Epoch 1679 | loss: 0.0311852 | val_loss: 0.0311893 | Time: 2488.97 ms [2022-04-10 23:36:56 main:574] : INFO : Epoch 1680 | loss: 0.0311842 | val_loss: 0.0311932 | Time: 2481.37 ms [2022-04-10 23:36:59 main:574] : INFO : Epoch 1681 | loss: 0.0311838 | val_loss: 0.0311909 | Time: 2490.99 ms [2022-04-10 23:37:01 main:574] : INFO : Epoch 1682 | loss: 0.0311837 | val_loss: 0.0311893 | Time: 2482.09 ms [2022-04-10 23:37:04 main:574] : INFO : Epoch 1683 | loss: 0.0311821 | val_loss: 0.0311901 | Time: 2481.27 ms [2022-04-10 23:37:07 main:574] : INFO : Epoch 1684 | loss: 0.0311814 | val_loss: 0.03119 | Time: 2484.37 ms [2022-04-10 23:37:09 main:574] : INFO : Epoch 1685 | loss: 0.0311818 | val_loss: 0.0311916 | Time: 2483.56 ms [2022-04-10 23:37:12 main:574] : INFO : Epoch 1686 | loss: 0.0311848 | val_loss: 0.0311934 | Time: 2487.86 ms [2022-04-10 23:37:14 main:574] : INFO : Epoch 1687 | loss: 0.0311856 | val_loss: 0.0311897 | Time: 2485.58 ms [2022-04-10 23:37:17 main:574] : INFO : Epoch 1688 | loss: 0.0311823 | val_loss: 0.0311891 | Time: 2485.74 ms [2022-04-10 23:37:19 main:574] : INFO : Epoch 1689 | loss: 0.0311838 | val_loss: 0.0311917 | Time: 2483.74 ms [2022-04-10 23:37:22 main:574] : INFO : Epoch 1690 | loss: 0.0311862 | val_loss: 0.0311937 | Time: 2493.82 ms [2022-04-10 23:37:24 main:574] : INFO : Epoch 1691 | loss: 0.0311843 | val_loss: 0.0311905 | Time: 2479.59 ms [2022-04-10 23:37:27 main:574] : INFO : Epoch 1692 | loss: 0.0311831 | val_loss: 0.0311875 | Time: 2478.35 ms [2022-04-10 23:37:29 main:574] : INFO : Epoch 1693 | loss: 0.0311822 | val_loss: 0.031188 | Time: 2488.16 ms [2022-04-10 23:37:32 main:574] : INFO : Epoch 1694 | loss: 0.031182 | val_loss: 0.0311889 | Time: 2485.58 ms [2022-04-10 23:37:34 main:574] : INFO : Epoch 1695 | loss: 0.0311818 | val_loss: 0.0311874 | Time: 2482.96 ms [2022-04-10 23:37:37 main:574] : INFO : Epoch 1696 | loss: 0.0311814 | val_loss: 0.0311889 | Time: 2478.32 ms [2022-04-10 23:37:39 main:574] : INFO : Epoch 1697 | loss: 0.0311817 | val_loss: 0.0311874 | Time: 2488.84 ms [2022-04-10 23:37:42 main:574] : INFO : Epoch 1698 | loss: 0.0311818 | val_loss: 0.0311886 | Time: 2483.91 ms [2022-04-10 23:37:44 main:574] : INFO : Epoch 1699 | loss: 0.031183 | val_loss: 0.0311932 | Time: 2484.33 ms [2022-04-10 23:37:47 main:574] : INFO : Epoch 1700 | loss: 0.0311837 | val_loss: 0.0311869 | Time: 2482.56 ms [2022-04-10 23:37:49 main:574] : INFO : Epoch 1701 | loss: 0.0311834 | val_loss: 0.0311923 | Time: 2483.8 ms [2022-04-10 23:37:52 main:574] : INFO : Epoch 1702 | loss: 0.0311871 | val_loss: 0.031191 | Time: 2484.04 ms [2022-04-10 23:37:54 main:574] : INFO : Epoch 1703 | loss: 0.0311832 | val_loss: 0.0311898 | Time: 2479.99 ms [2022-04-10 23:37:57 main:574] : INFO : Epoch 1704 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 2481.16 ms [2022-04-10 23:37:59 main:574] : INFO : Epoch 1705 | loss: 0.0311822 | val_loss: 0.0311874 | Time: 2486.76 ms [2022-04-10 23:38:02 main:574] : INFO : Epoch 1706 | loss: 0.0311825 | val_loss: 0.0311867 | Time: 2488.48 ms [2022-04-10 23:38:04 main:574] : INFO : Epoch 1707 | loss: 0.0311826 | val_loss: 0.0311861 | Time: 2484.72 ms [2022-04-10 23:38:07 main:574] : INFO : Epoch 1708 | loss: 0.0311817 | val_loss: 0.0311859 | Time: 2481.35 ms [2022-04-10 23:38:09 main:574] : INFO : Epoch 1709 | loss: 0.0311846 | val_loss: 0.0311922 | Time: 2494.05 ms [2022-04-10 23:38:12 main:574] : INFO : Epoch 1710 | loss: 0.0311818 | val_loss: 0.0311864 | Time: 2490.37 ms [2022-04-10 23:38:14 main:574] : INFO : Epoch 1711 | loss: 0.0311849 | val_loss: 0.0311873 | Time: 2482.27 ms [2022-04-10 23:38:17 main:574] : INFO : Epoch 1712 | loss: 0.0311851 | val_loss: 0.0311862 | Time: 2480.97 ms [2022-04-10 23:38:19 main:574] : INFO : Epoch 1713 | loss: 0.0311817 | val_loss: 0.0311858 | Time: 2482.79 ms [2022-04-10 23:38:22 main:574] : INFO : Epoch 1714 | loss: 0.0311826 | val_loss: 0.0311901 | Time: 2481.71 ms [2022-04-10 23:38:24 main:574] : INFO : Epoch 1715 | loss: 0.031182 | val_loss: 0.031185 | Time: 2483.86 ms [2022-04-10 23:38:27 main:574] : INFO : Epoch 1716 | loss: 0.0311844 | val_loss: 0.0311879 | Time: 2477.3 ms [2022-04-10 23:38:29 main:574] : INFO : Epoch 1717 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 2486.77 ms [2022-04-10 23:38:32 main:574] : INFO : Epoch 1718 | loss: 0.0311799 | val_loss: 0.0311853 | Time: 2480.1 ms [2022-04-10 23:38:34 main:574] : INFO : Epoch 1719 | loss: 0.0311862 | val_loss: 0.0311929 | Time: 2486.45 ms [2022-04-10 23:38:37 main:574] : INFO : Epoch 1720 | loss: 0.0311903 | val_loss: 0.0311941 | Time: 2480.82 ms [2022-04-10 23:38:39 main:574] : INFO : Epoch 1721 | loss: 0.0311892 | val_loss: 0.0311877 | Time: 2488.69 ms [2022-04-10 23:38:42 main:574] : INFO : Epoch 1722 | loss: 0.0311894 | val_loss: 0.0311915 | Time: 2486.49 ms [2022-04-10 23:38:44 main:574] : INFO : Epoch 1723 | loss: 0.0311873 | val_loss: 0.0311877 | Time: 2477.46 ms [2022-04-10 23:38:47 main:574] : INFO : Epoch 1724 | loss: 0.0311867 | val_loss: 0.031193 | Time: 2485.07 ms [2022-04-10 23:38:50 main:574] : INFO : Epoch 1725 | loss: 0.031188 | val_loss: 0.0311897 | Time: 2488.84 ms [2022-04-10 23:38:52 main:574] : INFO : Epoch 1726 | loss: 0.0311879 | val_loss: 0.0311867 | Time: 2483.95 ms [2022-04-10 23:38:55 main:574] : INFO : Epoch 1727 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 2486.32 ms [2022-04-10 23:38:57 main:574] : INFO : Epoch 1728 | loss: 0.0311849 | val_loss: 0.0311886 | Time: 2479.16 ms [2022-04-10 23:39:00 main:574] : INFO : Epoch 1729 | loss: 0.0311879 | val_loss: 0.0311984 | Time: 2489 ms [2022-04-10 23:39:02 main:574] : INFO : Epoch 1730 | loss: 0.0311939 | val_loss: 0.0311902 | Time: 2484.12 ms [2022-04-10 23:39:05 main:574] : INFO : Epoch 1731 | loss: 0.0311912 | val_loss: 0.0311929 | Time: 2484.35 ms [2022-04-10 23:39:07 main:574] : INFO : Epoch 1732 | loss: 0.0311902 | val_loss: 0.0311892 | Time: 2480.42 ms [2022-04-10 23:39:10 main:574] : INFO : Epoch 1733 | loss: 0.0311876 | val_loss: 0.0311875 | Time: 2484.52 ms [2022-04-10 23:39:12 main:574] : INFO : Epoch 1734 | loss: 0.0311852 | val_loss: 0.0311877 | Time: 2483.56 ms [2022-04-10 23:39:15 main:574] : INFO : Epoch 1735 | loss: 0.0311867 | val_loss: 0.0311929 | Time: 2489.43 ms [2022-04-10 23:39:17 main:574] : INFO : Epoch 1736 | loss: 0.0311873 | val_loss: 0.0311896 | Time: 2479.66 ms [2022-04-10 23:39:20 main:574] : INFO : Epoch 1737 | loss: 0.0311862 | val_loss: 0.0311906 | Time: 2484.07 ms [2022-04-10 23:39:22 main:574] : INFO : Epoch 1738 | loss: 0.0311853 | val_loss: 0.0311886 | Time: 2484.68 ms [2022-04-10 23:39:25 main:574] : INFO : Epoch 1739 | loss: 0.0311846 | val_loss: 0.0311898 | Time: 2483.36 ms [2022-04-10 23:39:27 main:574] : INFO : Epoch 1740 | loss: 0.0311889 | val_loss: 0.0311997 | Time: 2486.09 ms [2022-04-10 23:39:30 main:574] : INFO : Epoch 1741 | loss: 0.0311923 | val_loss: 0.0311907 | Time: 2489.88 ms [2022-04-10 23:39:32 main:574] : INFO : Epoch 1742 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 2487.57 ms [2022-04-10 23:39:35 main:574] : INFO : Epoch 1743 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 2490.29 ms [2022-04-10 23:39:37 main:574] : INFO : Epoch 1744 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 2479 ms [2022-04-10 23:39:40 main:574] : INFO : Epoch 1745 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 2489.43 ms [2022-04-10 23:39:42 main:574] : INFO : Epoch 1746 | loss: 0.0311854 | val_loss: 0.0311997 | Time: 2483.3 ms [2022-04-10 23:39:45 main:574] : INFO : Epoch 1747 | loss: 0.0311869 | val_loss: 0.0311887 | Time: 2482.26 ms [2022-04-10 23:39:47 main:574] : INFO : Epoch 1748 | loss: 0.0311872 | val_loss: 0.031195 | Time: 2479.23 ms [2022-04-10 23:39:50 main:574] : INFO : Epoch 1749 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 2487.09 ms [2022-04-10 23:39:52 main:574] : INFO : Epoch 1750 | loss: 0.0311859 | val_loss: 0.0311905 | Time: 2487.34 ms [2022-04-10 23:39:55 main:574] : INFO : Epoch 1751 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 2479.86 ms [2022-04-10 23:39:58 main:574] : INFO : Epoch 1752 | loss: 0.0311853 | val_loss: 0.0311888 | Time: 2484.61 ms [2022-04-10 23:40:00 main:574] : INFO : Epoch 1753 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 2485.82 ms [2022-04-10 23:40:03 main:574] : INFO : Epoch 1754 | loss: 0.0311871 | val_loss: 0.0311964 | Time: 2490.1 ms [2022-04-10 23:40:05 main:574] : INFO : Epoch 1755 | loss: 0.031188 | val_loss: 0.0311905 | Time: 2490.15 ms [2022-04-10 23:40:08 main:574] : INFO : Epoch 1756 | loss: 0.0311829 | val_loss: 0.0311868 | Time: 2483.05 ms [2022-04-10 23:40:10 main:574] : INFO : Epoch 1757 | loss: 0.0311832 | val_loss: 0.031185 | Time: 2482.8 ms [2022-04-10 23:40:13 main:574] : INFO : Epoch 1758 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 2487.23 ms [2022-04-10 23:40:15 main:574] : INFO : Epoch 1759 | loss: 0.0311834 | val_loss: 0.031187 | Time: 2483.32 ms [2022-04-10 23:40:18 main:574] : INFO : Epoch 1760 | loss: 0.0311828 | val_loss: 0.0311865 | Time: 2482.94 ms [2022-04-10 23:40:20 main:574] : INFO : Epoch 1761 | loss: 0.0311834 | val_loss: 0.0311884 | Time: 2485.01 ms [2022-04-10 23:40:23 main:574] : INFO : Epoch 1762 | loss: 0.0311843 | val_loss: 0.0311979 | Time: 2482.86 ms [2022-04-10 23:40:25 main:574] : INFO : Epoch 1763 | loss: 0.0311857 | val_loss: 0.0311899 | Time: 2489.82 ms [2022-04-10 23:40:28 main:574] : INFO : Epoch 1764 | loss: 0.0311867 | val_loss: 0.0311944 | Time: 2477.57 ms [2022-04-10 23:40:30 main:574] : INFO : Epoch 1765 | loss: 0.0311861 | val_loss: 0.0311951 | Time: 2494.61 ms [2022-04-10 23:40:33 main:574] : INFO : Epoch 1766 | loss: 0.0311873 | val_loss: 0.0311897 | Time: 2484.56 ms [2022-04-10 23:40:35 main:574] : INFO : Epoch 1767 | loss: 0.0311858 | val_loss: 0.0311877 | Time: 2487.19 ms [2022-04-10 23:40:38 main:574] : INFO : Epoch 1768 | loss: 0.0311841 | val_loss: 0.0311869 | Time: 2475.94 ms [2022-04-10 23:40:40 main:574] : INFO : Epoch 1769 | loss: 0.031185 | val_loss: 0.0311906 | Time: 2490.27 ms [2022-04-10 23:40:43 main:574] : INFO : Epoch 1770 | loss: 0.0311845 | val_loss: 0.031186 | Time: 2481.59 ms [2022-04-10 23:40:45 main:574] : INFO : Epoch 1771 | loss: 0.0311825 | val_loss: 0.0311864 | Time: 2483.7 ms [2022-04-10 23:40:48 main:574] : INFO : Epoch 1772 | loss: 0.0311879 | val_loss: 0.0311894 | Time: 2481.73 ms [2022-04-10 23:40:50 main:574] : INFO : Epoch 1773 | loss: 0.0311865 | val_loss: 0.031187 | Time: 2491.38 ms [2022-04-10 23:40:53 main:574] : INFO : Epoch 1774 | loss: 0.0311833 | val_loss: 0.0311888 | Time: 2480.4 ms [2022-04-10 23:40:55 main:574] : INFO : Epoch 1775 | loss: 0.0311861 | val_loss: 0.031187 | Time: 2487.82 ms [2022-04-10 23:40:58 main:574] : INFO : Epoch 1776 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 2481.95 ms [2022-04-10 23:41:00 main:574] : INFO : Epoch 1777 | loss: 0.0311847 | val_loss: 0.0311856 | Time: 2486.89 ms [2022-04-10 23:41:03 main:574] : INFO : Epoch 1778 | loss: 0.0311844 | val_loss: 0.0311834 | Time: 2488.43 ms [2022-04-10 23:41:05 main:574] : INFO : Epoch 1779 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 2488.45 ms [2022-04-10 23:41:08 main:574] : INFO : Epoch 1780 | loss: 0.0311863 | val_loss: 0.031189 | Time: 2475.37 ms [2022-04-10 23:41:10 main:574] : INFO : Epoch 1781 | loss: 0.0311863 | val_loss: 0.0311926 | Time: 2489.13 ms [2022-04-10 23:41:13 main:574] : INFO : Epoch 1782 | loss: 0.0311842 | val_loss: 0.0311857 | Time: 2490.26 ms [2022-04-10 23:41:15 main:574] : INFO : Epoch 1783 | loss: 0.0311849 | val_loss: 0.0311922 | Time: 2483.99 ms [2022-04-10 23:41:18 main:574] : INFO : Epoch 1784 | loss: 0.0311835 | val_loss: 0.0311832 | Time: 2483.63 ms [2022-04-10 23:41:20 main:574] : INFO : Epoch 1785 | loss: 0.0311819 | val_loss: 0.031184 | Time: 2484.7 ms [2022-04-10 23:41:23 main:574] : INFO : Epoch 1786 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 2484.1 ms [2022-04-10 23:41:25 main:574] : INFO : Epoch 1787 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2481.91 ms [2022-04-10 23:41:28 main:574] : INFO : Epoch 1788 | loss: 0.0311805 | val_loss: 0.0311841 | Time: 2477.99 ms [2022-04-10 23:41:30 main:574] : INFO : Epoch 1789 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 2485.75 ms [2022-04-10 23:41:33 main:574] : INFO : Epoch 1790 | loss: 0.0311799 | val_loss: 0.0311874 | Time: 2492.06 ms [2022-04-10 23:41:35 main:574] : INFO : Epoch 1791 | loss: 0.0311825 | val_loss: 0.0311867 | Time: 2489.18 ms [2022-04-10 23:41:38 main:574] : INFO : Epoch 1792 | loss: 0.0311846 | val_loss: 0.0311894 | Time: 2485.51 ms [2022-04-10 23:41:40 main:574] : INFO : Epoch 1793 | loss: 0.031184 | val_loss: 0.0311877 | Time: 2484.95 ms [2022-04-10 23:41:43 main:574] : INFO : Epoch 1794 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 2482.76 ms [2022-04-10 23:41:45 main:574] : INFO : Epoch 1795 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 2487.47 ms [2022-04-10 23:41:48 main:574] : INFO : Epoch 1796 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 2484.21 ms [2022-04-10 23:41:50 main:574] : INFO : Epoch 1797 | loss: 0.0311826 | val_loss: 0.0311845 | Time: 2490.77 ms [2022-04-10 23:41:53 main:574] : INFO : Epoch 1798 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 2485.4 ms [2022-04-10 23:41:55 main:574] : INFO : Epoch 1799 | loss: 0.0311824 | val_loss: 0.031185 | Time: 2489.52 ms [2022-04-10 23:41:58 main:574] : INFO : Epoch 1800 | loss: 0.0311821 | val_loss: 0.0311833 | Time: 2481.63 ms [2022-04-10 23:42:01 main:574] : INFO : Epoch 1801 | loss: 0.0311814 | val_loss: 0.0311831 | Time: 2491.56 ms [2022-04-10 23:42:03 main:574] : INFO : Epoch 1802 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 2481.53 ms [2022-04-10 23:42:06 main:574] : INFO : Epoch 1803 | loss: 0.0311827 | val_loss: 0.0311848 | Time: 2484.7 ms [2022-04-10 23:42:08 main:574] : INFO : Epoch 1804 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 2488.34 ms [2022-04-10 23:42:11 main:574] : INFO : Epoch 1805 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 2491.61 ms [2022-04-10 23:42:13 main:574] : INFO : Epoch 1806 | loss: 0.0311826 | val_loss: 0.0311885 | Time: 2484.84 ms [2022-04-10 23:42:16 main:574] : INFO : Epoch 1807 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 2482.3 ms [2022-04-10 23:42:18 main:574] : INFO : Epoch 1808 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 2478.45 ms [2022-04-10 23:42:21 main:574] : INFO : Epoch 1809 | loss: 0.0311806 | val_loss: 0.0311799 | Time: 2485.89 ms [2022-04-10 23:42:23 main:574] : INFO : Epoch 1810 | loss: 0.0311798 | val_loss: 0.0311806 | Time: 2488.23 ms [2022-04-10 23:42:26 main:574] : INFO : Epoch 1811 | loss: 0.0311782 | val_loss: 0.0311801 | Time: 2485.14 ms [2022-04-10 23:42:28 main:574] : INFO : Epoch 1812 | loss: 0.0311794 | val_loss: 0.0311809 | Time: 2483.39 ms [2022-04-10 23:42:31 main:574] : INFO : Epoch 1813 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 2491.41 ms [2022-04-10 23:42:33 main:574] : INFO : Epoch 1814 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 2489.68 ms [2022-04-10 23:42:36 main:574] : INFO : Epoch 1815 | loss: 0.0311778 | val_loss: 0.0311842 | Time: 2486.43 ms [2022-04-10 23:42:38 main:574] : INFO : Epoch 1816 | loss: 0.0311813 | val_loss: 0.0311843 | Time: 2484.73 ms [2022-04-10 23:42:41 main:574] : INFO : Epoch 1817 | loss: 0.0311851 | val_loss: 0.0311919 | Time: 2489.05 ms [2022-04-10 23:42:43 main:574] : INFO : Epoch 1818 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 2488.16 ms [2022-04-10 23:42:46 main:574] : INFO : Epoch 1819 | loss: 0.031179 | val_loss: 0.0311848 | Time: 2480.79 ms [2022-04-10 23:42:48 main:574] : INFO : Epoch 1820 | loss: 0.031183 | val_loss: 0.0311866 | Time: 2486.7 ms [2022-04-10 23:42:51 main:574] : INFO : Epoch 1821 | loss: 0.0311817 | val_loss: 0.0311957 | Time: 2485.17 ms [2022-04-10 23:42:53 main:574] : INFO : Epoch 1822 | loss: 0.03118 | val_loss: 0.0311844 | Time: 2483.64 ms [2022-04-10 23:42:56 main:574] : INFO : Epoch 1823 | loss: 0.0311781 | val_loss: 0.0311857 | Time: 2486.39 ms [2022-04-10 23:42:58 main:574] : INFO : Epoch 1824 | loss: 0.0311769 | val_loss: 0.0311849 | Time: 2482.93 ms [2022-04-10 23:43:01 main:574] : INFO : Epoch 1825 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 2483.2 ms [2022-04-10 23:43:03 main:574] : INFO : Epoch 1826 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 2488.33 ms [2022-04-10 23:43:06 main:574] : INFO : Epoch 1827 | loss: 0.0311815 | val_loss: 0.0311857 | Time: 2483.49 ms [2022-04-10 23:43:08 main:574] : INFO : Epoch 1828 | loss: 0.0311818 | val_loss: 0.0311819 | Time: 2477.5 ms [2022-04-10 23:43:11 main:574] : INFO : Epoch 1829 | loss: 0.031181 | val_loss: 0.0311842 | Time: 2490.26 ms [2022-04-10 23:43:13 main:574] : INFO : Epoch 1830 | loss: 0.0311788 | val_loss: 0.0311819 | Time: 2477.9 ms [2022-04-10 23:43:16 main:574] : INFO : Epoch 1831 | loss: 0.0311784 | val_loss: 0.0311836 | Time: 2483.95 ms [2022-04-10 23:43:18 main:574] : INFO : Epoch 1832 | loss: 0.0311789 | val_loss: 0.0311818 | Time: 2480.75 ms [2022-04-10 23:43:21 main:574] : INFO : Epoch 1833 | loss: 0.0311824 | val_loss: 0.0311873 | Time: 2484.39 ms [2022-04-10 23:43:23 main:574] : INFO : Epoch 1834 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 2485.29 ms [2022-04-10 23:43:26 main:574] : INFO : Epoch 1835 | loss: 0.0311823 | val_loss: 0.0311819 | Time: 2479.16 ms [2022-04-10 23:43:28 main:574] : INFO : Epoch 1836 | loss: 0.0311786 | val_loss: 0.0311862 | Time: 2481.02 ms [2022-04-10 23:43:31 main:574] : INFO : Epoch 1837 | loss: 0.0311826 | val_loss: 0.0311916 | Time: 2488.7 ms [2022-04-10 23:43:33 main:574] : INFO : Epoch 1838 | loss: 0.0311852 | val_loss: 0.0311865 | Time: 2482.93 ms [2022-04-10 23:43:36 main:574] : INFO : Epoch 1839 | loss: 0.0311799 | val_loss: 0.0311906 | Time: 2485.32 ms [2022-04-10 23:43:38 main:574] : INFO : Epoch 1840 | loss: 0.0311825 | val_loss: 0.0311913 | Time: 2485.01 ms [2022-04-10 23:43:41 main:574] : INFO : Epoch 1841 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 2482.94 ms [2022-04-10 23:43:43 main:574] : INFO : Epoch 1842 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 2486.93 ms [2022-04-10 23:43:46 main:574] : INFO : Epoch 1843 | loss: 0.0311775 | val_loss: 0.0311859 | Time: 2486.4 ms [2022-04-10 23:43:48 main:574] : INFO : Epoch 1844 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 2485.55 ms [2022-04-10 23:43:51 main:574] : INFO : Epoch 1845 | loss: 0.0311775 | val_loss: 0.0311831 | Time: 2488.7 ms [2022-04-10 23:43:53 main:574] : INFO : Epoch 1846 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 2487.82 ms [2022-04-10 23:43:56 main:574] : INFO : Epoch 1847 | loss: 0.031177 | val_loss: 0.0311807 | Time: 2485.62 ms [2022-04-10 23:43:58 main:574] : INFO : Epoch 1848 | loss: 0.0311755 | val_loss: 0.0311796 | Time: 2477.69 ms [2022-04-10 23:44:01 main:574] : INFO : Epoch 1849 | loss: 0.0311786 | val_loss: 0.0311873 | Time: 2488.02 ms [2022-04-10 23:44:03 main:574] : INFO : Epoch 1850 | loss: 0.0311802 | val_loss: 0.0311827 | Time: 2484.7 ms [2022-04-10 23:44:06 main:574] : INFO : Epoch 1851 | loss: 0.0311825 | val_loss: 0.0311907 | Time: 2483.48 ms [2022-04-10 23:44:08 main:574] : INFO : Epoch 1852 | loss: 0.0311834 | val_loss: 0.0311819 | Time: 2480.54 ms [2022-04-10 23:44:11 main:574] : INFO : Epoch 1853 | loss: 0.0311839 | val_loss: 0.0311832 | Time: 2482.39 ms [2022-04-10 23:44:13 main:574] : INFO : Epoch 1854 | loss: 0.0311838 | val_loss: 0.0311827 | Time: 2482.22 ms [2022-04-10 23:44:16 main:574] : INFO : Epoch 1855 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 2483.59 ms [2022-04-10 23:44:18 main:574] : INFO : Epoch 1856 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 2479.81 ms [2022-04-10 23:44:21 main:574] : INFO : Epoch 1857 | loss: 0.0311831 | val_loss: 0.031189 | Time: 2488.55 ms [2022-04-10 23:44:23 main:574] : INFO : Epoch 1858 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 2489.02 ms [2022-04-10 23:44:26 main:574] : INFO : Epoch 1859 | loss: 0.0311929 | val_loss: 0.0311855 | Time: 2484.6 ms [2022-04-10 23:44:28 main:574] : INFO : Epoch 1860 | loss: 0.0311893 | val_loss: 0.0311865 | Time: 2478.56 ms [2022-04-10 23:44:31 main:574] : INFO : Epoch 1861 | loss: 0.0311927 | val_loss: 0.0311889 | Time: 2487.16 ms [2022-04-10 23:44:33 main:574] : INFO : Epoch 1862 | loss: 0.0311924 | val_loss: 0.0311862 | Time: 2486.38 ms [2022-04-10 23:44:36 main:574] : INFO : Epoch 1863 | loss: 0.0311896 | val_loss: 0.0311867 | Time: 2484.78 ms [2022-04-10 23:44:38 main:574] : INFO : Epoch 1864 | loss: 0.0311861 | val_loss: 0.0311872 | Time: 2481.15 ms [2022-04-10 23:44:41 main:574] : INFO : Epoch 1865 | loss: 0.0311896 | val_loss: 0.031193 | Time: 2490.1 ms [2022-04-10 23:44:43 main:574] : INFO : Epoch 1866 | loss: 0.031193 | val_loss: 0.0311859 | Time: 2486.74 ms [2022-04-10 23:44:46 main:574] : INFO : Epoch 1867 | loss: 0.0311904 | val_loss: 0.031186 | Time: 2488.23 ms [2022-04-10 23:44:48 main:574] : INFO : Epoch 1868 | loss: 0.031189 | val_loss: 0.0311858 | Time: 2484.46 ms [2022-04-10 23:44:51 main:574] : INFO : Epoch 1869 | loss: 0.0311895 | val_loss: 0.0311873 | Time: 2490.96 ms [2022-04-10 23:44:53 main:574] : INFO : Epoch 1870 | loss: 0.0311897 | val_loss: 0.0311971 | Time: 2495.88 ms [2022-04-10 23:44:56 main:574] : INFO : Epoch 1871 | loss: 0.0311944 | val_loss: 0.0311904 | Time: 2495.87 ms [2022-04-10 23:44:59 main:574] : INFO : Epoch 1872 | loss: 0.0311927 | val_loss: 0.0311876 | Time: 2479.98 ms [2022-04-10 23:45:01 main:574] : INFO : Epoch 1873 | loss: 0.0311909 | val_loss: 0.0311861 | Time: 2487.48 ms [2022-04-10 23:45:04 main:574] : INFO : Epoch 1874 | loss: 0.0311892 | val_loss: 0.0311859 | Time: 2488.5 ms [2022-04-10 23:45:06 main:574] : INFO : Epoch 1875 | loss: 0.0311874 | val_loss: 0.0311854 | Time: 2482.6 ms [2022-04-10 23:45:09 main:574] : INFO : Epoch 1876 | loss: 0.0311873 | val_loss: 0.0311862 | Time: 2479.82 ms [2022-04-10 23:45:11 main:574] : INFO : Epoch 1877 | loss: 0.0311872 | val_loss: 0.0311853 | Time: 2482.99 ms [2022-04-10 23:45:14 main:574] : INFO : Epoch 1878 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 2483.12 ms [2022-04-10 23:45:16 main:574] : INFO : Epoch 1879 | loss: 0.0311889 | val_loss: 0.0311857 | Time: 2482.95 ms [2022-04-10 23:45:19 main:574] : INFO : Epoch 1880 | loss: 0.0311921 | val_loss: 0.0311919 | Time: 2487.23 ms [2022-04-10 23:45:21 main:574] : INFO : Epoch 1881 | loss: 0.0311889 | val_loss: 0.0311831 | Time: 2482.33 ms [2022-04-10 23:45:24 main:574] : INFO : Epoch 1882 | loss: 0.0311869 | val_loss: 0.0311851 | Time: 2486.45 ms [2022-04-10 23:45:26 main:574] : INFO : Epoch 1883 | loss: 0.0311861 | val_loss: 0.0311832 | Time: 2490.65 ms [2022-04-10 23:45:29 main:574] : INFO : Epoch 1884 | loss: 0.0311886 | val_loss: 0.0311838 | Time: 2481.05 ms [2022-04-10 23:45:31 main:574] : INFO : Epoch 1885 | loss: 0.0311836 | val_loss: 0.0311832 | Time: 2489.82 ms [2022-04-10 23:45:34 main:574] : INFO : Epoch 1886 | loss: 0.0311864 | val_loss: 0.0311832 | Time: 2485.72 ms [2022-04-10 23:45:36 main:574] : INFO : Epoch 1887 | loss: 0.0311863 | val_loss: 0.0311814 | Time: 2487.7 ms [2022-04-10 23:45:39 main:574] : INFO : Epoch 1888 | loss: 0.0311851 | val_loss: 0.03118 | Time: 2479.7 ms [2022-04-10 23:45:41 main:574] : INFO : Epoch 1889 | loss: 0.0311827 | val_loss: 0.0311828 | Time: 2485.71 ms [2022-04-10 23:45:44 main:574] : INFO : Epoch 1890 | loss: 0.0311847 | val_loss: 0.0311819 | Time: 2484.66 ms [2022-04-10 23:45:46 main:574] : INFO : Epoch 1891 | loss: 0.0311832 | val_loss: 0.0311815 | Time: 2485 ms [2022-04-10 23:45:49 main:574] : INFO : Epoch 1892 | loss: 0.0311826 | val_loss: 0.031183 | Time: 2484.74 ms [2022-04-10 23:45:51 main:574] : INFO : Epoch 1893 | loss: 0.0311821 | val_loss: 0.0311791 | Time: 2486.44 ms [2022-04-10 23:45:54 main:574] : INFO : Epoch 1894 | loss: 0.0311829 | val_loss: 0.0311773 | Time: 2482.43 ms [2022-04-10 23:45:56 main:574] : INFO : Epoch 1895 | loss: 0.0311852 | val_loss: 0.0311885 | Time: 2491.34 ms [2022-04-10 23:45:59 main:574] : INFO : Epoch 1896 | loss: 0.0311808 | val_loss: 0.0311809 | Time: 2480.31 ms [2022-04-10 23:46:01 main:574] : INFO : Epoch 1897 | loss: 0.031181 | val_loss: 0.0311804 | Time: 2481.54 ms [2022-04-10 23:46:04 main:574] : INFO : Epoch 1898 | loss: 0.0311812 | val_loss: 0.031178 | Time: 2484.74 ms [2022-04-10 23:46:06 main:574] : INFO : Epoch 1899 | loss: 0.0311785 | val_loss: 0.0311772 | Time: 2489.2 ms [2022-04-10 23:46:09 main:574] : INFO : Epoch 1900 | loss: 0.0311799 | val_loss: 0.031182 | Time: 2481.46 ms [2022-04-10 23:46:11 main:574] : INFO : Epoch 1901 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 2488.57 ms [2022-04-10 23:46:14 main:574] : INFO : Epoch 1902 | loss: 0.0311787 | val_loss: 0.0311787 | Time: 2484.28 ms [2022-04-10 23:46:16 main:574] : INFO : Epoch 1903 | loss: 0.0311792 | val_loss: 0.0311838 | Time: 2484.13 ms [2022-04-10 23:46:19 main:574] : INFO : Epoch 1904 | loss: 0.0311841 | val_loss: 0.0311796 | Time: 2491.04 ms [2022-04-10 23:46:21 main:574] : INFO : Epoch 1905 | loss: 0.0311808 | val_loss: 0.0311779 | Time: 2486.8 ms [2022-04-10 23:46:24 main:574] : INFO : Epoch 1906 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 2481.97 ms [2022-04-10 23:46:26 main:574] : INFO : Epoch 1907 | loss: 0.0311789 | val_loss: 0.031177 | Time: 2487.9 ms [2022-04-10 23:46:29 main:574] : INFO : Epoch 1908 | loss: 0.0311786 | val_loss: 0.031178 | Time: 2483.4 ms [2022-04-10 23:46:31 main:574] : INFO : Epoch 1909 | loss: 0.0311778 | val_loss: 0.0311754 | Time: 2494.12 ms [2022-04-10 23:46:34 main:574] : INFO : Epoch 1910 | loss: 0.0311803 | val_loss: 0.0311751 | Time: 2487.17 ms [2022-04-10 23:46:36 main:574] : INFO : Epoch 1911 | loss: 0.0311818 | val_loss: 0.0311775 | Time: 2488.22 ms [2022-04-10 23:46:39 main:574] : INFO : Epoch 1912 | loss: 0.0311846 | val_loss: 0.0311916 | Time: 2480.57 ms [2022-04-10 23:46:41 main:574] : INFO : Epoch 1913 | loss: 0.0311839 | val_loss: 0.0311831 | Time: 2490.38 ms [2022-04-10 23:46:44 main:574] : INFO : Epoch 1914 | loss: 0.0311832 | val_loss: 0.031189 | Time: 2488.71 ms [2022-04-10 23:46:46 main:574] : INFO : Epoch 1915 | loss: 0.0311802 | val_loss: 0.0311779 | Time: 2487.05 ms [2022-04-10 23:46:49 main:574] : INFO : Epoch 1916 | loss: 0.03118 | val_loss: 0.0311781 | Time: 2486.35 ms [2022-04-10 23:46:51 main:574] : INFO : Epoch 1917 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 2490.83 ms [2022-04-10 23:46:54 main:574] : INFO : Epoch 1918 | loss: 0.031176 | val_loss: 0.0311782 | Time: 2483.3 ms [2022-04-10 23:46:56 main:574] : INFO : Epoch 1919 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 2475.31 ms [2022-04-10 23:46:59 main:574] : INFO : Epoch 1920 | loss: 0.0311765 | val_loss: 0.0311811 | Time: 2482 ms [2022-04-10 23:47:01 main:574] : INFO : Epoch 1921 | loss: 0.0311759 | val_loss: 0.0311771 | Time: 2487.58 ms [2022-04-10 23:47:04 main:574] : INFO : Epoch 1922 | loss: 0.03118 | val_loss: 0.0311798 | Time: 2489.71 ms [2022-04-10 23:47:07 main:574] : INFO : Epoch 1923 | loss: 0.0311802 | val_loss: 0.0311834 | Time: 2489.69 ms [2022-04-10 23:47:09 main:574] : INFO : Epoch 1924 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 2479.51 ms [2022-04-10 23:47:12 main:574] : INFO : Epoch 1925 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2484.77 ms [2022-04-10 23:47:14 main:574] : INFO : Epoch 1926 | loss: 0.031181 | val_loss: 0.0311786 | Time: 2492.15 ms [2022-04-10 23:47:17 main:574] : INFO : Epoch 1927 | loss: 0.031179 | val_loss: 0.0311767 | Time: 2479.74 ms [2022-04-10 23:47:19 main:574] : INFO : Epoch 1928 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 2482.98 ms [2022-04-10 23:47:22 main:574] : INFO : Epoch 1929 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 2490.84 ms [2022-04-10 23:47:24 main:574] : INFO : Epoch 1930 | loss: 0.0311789 | val_loss: 0.0311875 | Time: 2492.33 ms [2022-04-10 23:47:27 main:574] : INFO : Epoch 1931 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 2486.02 ms [2022-04-10 23:47:29 main:574] : INFO : Epoch 1932 | loss: 0.0311787 | val_loss: 0.0311791 | Time: 2484.25 ms [2022-04-10 23:47:32 main:574] : INFO : Epoch 1933 | loss: 0.031179 | val_loss: 0.0311807 | Time: 2484.57 ms [2022-04-10 23:47:34 main:574] : INFO : Epoch 1934 | loss: 0.0311809 | val_loss: 0.0311793 | Time: 2480.5 ms [2022-04-10 23:47:37 main:574] : INFO : Epoch 1935 | loss: 0.0311754 | val_loss: 0.0311833 | Time: 2482.9 ms [2022-04-10 23:47:39 main:574] : INFO : Epoch 1936 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 2482.03 ms [2022-04-10 23:47:42 main:574] : INFO : Epoch 1937 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 2486.26 ms [2022-04-10 23:47:44 main:574] : INFO : Epoch 1938 | loss: 0.0311809 | val_loss: 0.0311788 | Time: 2485.35 ms [2022-04-10 23:47:47 main:574] : INFO : Epoch 1939 | loss: 0.0311781 | val_loss: 0.0311782 | Time: 2481.38 ms [2022-04-10 23:47:49 main:574] : INFO : Epoch 1940 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 2484.63 ms [2022-04-10 23:47:52 main:574] : INFO : Epoch 1941 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 2486.45 ms [2022-04-10 23:47:54 main:574] : INFO : Epoch 1942 | loss: 0.0311765 | val_loss: 0.0311782 | Time: 2485.73 ms [2022-04-10 23:47:57 main:574] : INFO : Epoch 1943 | loss: 0.0311763 | val_loss: 0.0311821 | Time: 2486.44 ms [2022-04-10 23:47:59 main:574] : INFO : Epoch 1944 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 2484.16 ms [2022-04-10 23:48:02 main:574] : INFO : Epoch 1945 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 2487.85 ms [2022-04-10 23:48:04 main:574] : INFO : Epoch 1946 | loss: 0.0311768 | val_loss: 0.031179 | Time: 2484.33 ms [2022-04-10 23:48:07 main:574] : INFO : Epoch 1947 | loss: 0.0311811 | val_loss: 0.0311775 | Time: 2490.11 ms [2022-04-10 23:48:09 main:574] : INFO : Epoch 1948 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 2480.88 ms [2022-04-10 23:48:12 main:574] : INFO : Epoch 1949 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 2493.96 ms [2022-04-10 23:48:14 main:574] : INFO : Epoch 1950 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 2481.88 ms [2022-04-10 23:48:17 main:574] : INFO : Epoch 1951 | loss: 0.0311788 | val_loss: 0.031181 | Time: 2486.5 ms [2022-04-10 23:48:19 main:574] : INFO : Epoch 1952 | loss: 0.0311769 | val_loss: 0.0311779 | Time: 2476.96 ms [2022-04-10 23:48:22 main:574] : INFO : Epoch 1953 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 2486.39 ms [2022-04-10 23:48:24 main:574] : INFO : Epoch 1954 | loss: 0.0311787 | val_loss: 0.0311912 | Time: 2484.48 ms [2022-04-10 23:48:27 main:574] : INFO : Epoch 1955 | loss: 0.0311796 | val_loss: 0.0311757 | Time: 2482.24 ms [2022-04-10 23:48:29 main:574] : INFO : Epoch 1956 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 2482.36 ms [2022-04-10 23:48:32 main:574] : INFO : Epoch 1957 | loss: 0.0311775 | val_loss: 0.0311858 | Time: 2490.84 ms [2022-04-10 23:48:34 main:574] : INFO : Epoch 1958 | loss: 0.0311777 | val_loss: 0.0311837 | Time: 2485.17 ms [2022-04-10 23:48:37 main:574] : INFO : Epoch 1959 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 2486.02 ms [2022-04-10 23:48:39 main:574] : INFO : Epoch 1960 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 2487.06 ms [2022-04-10 23:48:42 main:574] : INFO : Epoch 1961 | loss: 0.031175 | val_loss: 0.0311808 | Time: 2483.86 ms [2022-04-10 23:48:44 main:574] : INFO : Epoch 1962 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 2477.95 ms [2022-04-10 23:48:47 main:574] : INFO : Epoch 1963 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 2483.45 ms [2022-04-10 23:48:49 main:574] : INFO : Epoch 1964 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2488.92 ms [2022-04-10 23:48:52 main:574] : INFO : Epoch 1965 | loss: 0.0311759 | val_loss: 0.0311785 | Time: 2488.65 ms [2022-04-10 23:48:54 main:574] : INFO : Epoch 1966 | loss: 0.031176 | val_loss: 0.0311769 | Time: 2490.23 ms [2022-04-10 23:48:57 main:574] : INFO : Epoch 1967 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 2485.31 ms [2022-04-10 23:48:59 main:574] : INFO : Epoch 1968 | loss: 0.0311771 | val_loss: 0.0311783 | Time: 2485.08 ms [2022-04-10 23:49:02 main:574] : INFO : Epoch 1969 | loss: 0.031176 | val_loss: 0.0311799 | Time: 2491.22 ms [2022-04-10 23:49:04 main:574] : INFO : Epoch 1970 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 2492.57 ms [2022-04-10 23:49:07 main:574] : INFO : Epoch 1971 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 2484.55 ms [2022-04-10 23:49:09 main:574] : INFO : Epoch 1972 | loss: 0.0311752 | val_loss: 0.031176 | Time: 2482.98 ms [2022-04-10 23:49:12 main:574] : INFO : Epoch 1973 | loss: 0.0311753 | val_loss: 0.0311755 | Time: 2490.96 ms [2022-04-10 23:49:14 main:574] : INFO : Epoch 1974 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 2483.06 ms [2022-04-10 23:49:17 main:574] : INFO : Epoch 1975 | loss: 0.0311745 | val_loss: 0.0311759 | Time: 2484.84 ms [2022-04-10 23:49:19 main:574] : INFO : Epoch 1976 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 2483.96 ms [2022-04-10 23:49:22 main:574] : INFO : Epoch 1977 | loss: 0.0311759 | val_loss: 0.0311744 | Time: 2488.88 ms [2022-04-10 23:49:24 main:574] : INFO : Epoch 1978 | loss: 0.0311742 | val_loss: 0.0311766 | Time: 2478.43 ms [2022-04-10 23:49:27 main:574] : INFO : Epoch 1979 | loss: 0.0311773 | val_loss: 0.0311776 | Time: 2487.39 ms [2022-04-10 23:49:29 main:574] : INFO : Epoch 1980 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 2479.1 ms [2022-04-10 23:49:32 main:574] : INFO : Epoch 1981 | loss: 0.0311837 | val_loss: 0.0311792 | Time: 2488.04 ms [2022-04-10 23:49:35 main:574] : INFO : Epoch 1982 | loss: 0.0311831 | val_loss: 0.0311801 | Time: 2489.05 ms [2022-04-10 23:49:37 main:574] : INFO : Epoch 1983 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 2483.38 ms [2022-04-10 23:49:40 main:574] : INFO : Epoch 1984 | loss: 0.0311786 | val_loss: 0.0311777 | Time: 2483.58 ms [2022-04-10 23:49:42 main:574] : INFO : Epoch 1985 | loss: 0.0311774 | val_loss: 0.0311754 | Time: 2489.66 ms [2022-04-10 23:49:45 main:574] : INFO : Epoch 1986 | loss: 0.0311765 | val_loss: 0.0311841 | Time: 2481.62 ms [2022-04-10 23:49:47 main:574] : INFO : Epoch 1987 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 2489.72 ms [2022-04-10 23:49:50 main:574] : INFO : Epoch 1988 | loss: 0.0311779 | val_loss: 0.0311795 | Time: 2480.89 ms [2022-04-10 23:49:52 main:574] : INFO : Epoch 1989 | loss: 0.0311781 | val_loss: 0.0311756 | Time: 2490.03 ms [2022-04-10 23:49:55 main:574] : INFO : Epoch 1990 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 2489.9 ms [2022-04-10 23:49:57 main:574] : INFO : Epoch 1991 | loss: 0.031178 | val_loss: 0.0311817 | Time: 2490.95 ms [2022-04-10 23:50:00 main:574] : INFO : Epoch 1992 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 2481.82 ms [2022-04-10 23:50:02 main:574] : INFO : Epoch 1993 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 2485.96 ms [2022-04-10 23:50:05 main:574] : INFO : Epoch 1994 | loss: 0.0311794 | val_loss: 0.0311766 | Time: 2492.78 ms [2022-04-10 23:50:07 main:574] : INFO : Epoch 1995 | loss: 0.0311773 | val_loss: 0.03118 | Time: 2484.34 ms [2022-04-10 23:50:10 main:574] : INFO : Epoch 1996 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 2489.69 ms [2022-04-10 23:50:12 main:574] : INFO : Epoch 1997 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 2487.56 ms [2022-04-10 23:50:15 main:574] : INFO : Epoch 1998 | loss: 0.0311765 | val_loss: 0.0311801 | Time: 2490.66 ms [2022-04-10 23:50:17 main:574] : INFO : Epoch 1999 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 2485 ms [2022-04-10 23:50:20 main:574] : INFO : Epoch 2000 | loss: 0.031182 | val_loss: 0.0311794 | Time: 2482.24 ms [2022-04-10 23:50:22 main:574] : INFO : Epoch 2001 | loss: 0.0311817 | val_loss: 0.0311791 | Time: 2490.84 ms [2022-04-10 23:50:25 main:574] : INFO : Epoch 2002 | loss: 0.0311841 | val_loss: 0.0311805 | Time: 2485.53 ms [2022-04-10 23:50:27 main:574] : INFO : Epoch 2003 | loss: 0.0311848 | val_loss: 0.0311871 | Time: 2483.25 ms [2022-04-10 23:50:30 main:574] : INFO : Epoch 2004 | loss: 0.0311856 | val_loss: 0.0311821 | Time: 2489.63 ms [2022-04-10 23:50:32 main:574] : INFO : Epoch 2005 | loss: 0.0311807 | val_loss: 0.0311784 | Time: 2492.11 ms [2022-04-10 23:50:35 main:574] : INFO : Epoch 2006 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 2490.59 ms [2022-04-10 23:50:37 main:574] : INFO : Epoch 2007 | loss: 0.0311805 | val_loss: 0.0311838 | Time: 2483.6 ms [2022-04-10 23:50:40 main:574] : INFO : Epoch 2008 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 2483.61 ms [2022-04-10 23:50:42 main:574] : INFO : Epoch 2009 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 2487.66 ms [2022-04-10 23:50:45 main:574] : INFO : Epoch 2010 | loss: 0.0311809 | val_loss: 0.0311841 | Time: 2484.59 ms [2022-04-10 23:50:47 main:574] : INFO : Epoch 2011 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 2488.27 ms [2022-04-10 23:50:50 main:574] : INFO : Epoch 2012 | loss: 0.0311831 | val_loss: 0.0311817 | Time: 2480.79 ms [2022-04-10 23:50:52 main:574] : INFO : Epoch 2013 | loss: 0.0311815 | val_loss: 0.031186 | Time: 2483.32 ms [2022-04-10 23:50:55 main:574] : INFO : Epoch 2014 | loss: 0.0311861 | val_loss: 0.031194 | Time: 2483.31 ms [2022-04-10 23:50:57 main:574] : INFO : Epoch 2015 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 2484.14 ms [2022-04-10 23:51:00 main:574] : INFO : Epoch 2016 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 2489.66 ms [2022-04-10 23:51:03 main:574] : INFO : Epoch 2017 | loss: 0.0311801 | val_loss: 0.0311805 | Time: 2486.44 ms [2022-04-10 23:51:05 main:574] : INFO : Epoch 2018 | loss: 0.0311772 | val_loss: 0.0311813 | Time: 2489.59 ms [2022-04-10 23:51:08 main:574] : INFO : Epoch 2019 | loss: 0.0311788 | val_loss: 0.031179 | Time: 2488.59 ms [2022-04-10 23:51:10 main:574] : INFO : Epoch 2020 | loss: 0.0311775 | val_loss: 0.0311869 | Time: 2477.35 ms [2022-04-10 23:51:13 main:574] : INFO : Epoch 2021 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 2487.01 ms [2022-04-10 23:51:15 main:574] : INFO : Epoch 2022 | loss: 0.0311815 | val_loss: 0.0311935 | Time: 2480.35 ms [2022-04-10 23:51:18 main:574] : INFO : Epoch 2023 | loss: 0.0311847 | val_loss: 0.0311854 | Time: 2487.97 ms [2022-04-10 23:51:20 main:574] : INFO : Epoch 2024 | loss: 0.0311768 | val_loss: 0.031181 | Time: 2478.46 ms [2022-04-10 23:51:23 main:574] : INFO : Epoch 2025 | loss: 0.0311775 | val_loss: 0.0311813 | Time: 2486.2 ms [2022-04-10 23:51:25 main:574] : INFO : Epoch 2026 | loss: 0.0311767 | val_loss: 0.0311771 | Time: 2490.19 ms [2022-04-10 23:51:28 main:574] : INFO : Epoch 2027 | loss: 0.0311752 | val_loss: 0.0311908 | Time: 2482 ms [2022-04-10 23:51:30 main:574] : INFO : Epoch 2028 | loss: 0.0311797 | val_loss: 0.0311834 | Time: 2482.45 ms [2022-04-10 23:51:33 main:574] : INFO : Epoch 2029 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 2486.03 ms [2022-04-10 23:51:35 main:574] : INFO : Epoch 2030 | loss: 0.031175 | val_loss: 0.0311779 | Time: 2489.6 ms [2022-04-10 23:51:38 main:574] : INFO : Epoch 2031 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 2488.14 ms [2022-04-10 23:51:40 main:574] : INFO : Epoch 2032 | loss: 0.0311747 | val_loss: 0.0311787 | Time: 2477.48 ms [2022-04-10 23:51:43 main:574] : INFO : Epoch 2033 | loss: 0.0311748 | val_loss: 0.0311796 | Time: 2482.76 ms [2022-04-10 23:51:45 main:574] : INFO : Epoch 2034 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 2488.03 ms [2022-04-10 23:51:48 main:574] : INFO : Epoch 2035 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 2482.22 ms [2022-04-10 23:51:50 main:574] : INFO : Epoch 2036 | loss: 0.0311741 | val_loss: 0.0311815 | Time: 2481.22 ms [2022-04-10 23:51:53 main:574] : INFO : Epoch 2037 | loss: 0.0311755 | val_loss: 0.031178 | Time: 2487.58 ms [2022-04-10 23:51:55 main:574] : INFO : Epoch 2038 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 2482.22 ms [2022-04-10 23:51:58 main:574] : INFO : Epoch 2039 | loss: 0.031175 | val_loss: 0.0311815 | Time: 2482.82 ms [2022-04-10 23:52:00 main:574] : INFO : Epoch 2040 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 2481.5 ms [2022-04-10 23:52:03 main:574] : INFO : Epoch 2041 | loss: 0.031176 | val_loss: 0.0311788 | Time: 2484.94 ms [2022-04-10 23:52:06 main:574] : INFO : Epoch 2042 | loss: 0.031177 | val_loss: 0.0311798 | Time: 2490.72 ms [2022-04-10 23:52:08 main:574] : INFO : Epoch 2043 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 2483.74 ms [2022-04-10 23:52:11 main:574] : INFO : Epoch 2044 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 2481.76 ms [2022-04-10 23:52:13 main:574] : INFO : Epoch 2045 | loss: 0.0311731 | val_loss: 0.0311777 | Time: 2491.82 ms [2022-04-10 23:52:16 main:574] : INFO : Epoch 2046 | loss: 0.0311733 | val_loss: 0.0311794 | Time: 2485.42 ms [2022-04-10 23:52:18 main:574] : INFO : Epoch 2047 | loss: 0.0311794 | val_loss: 0.0311866 | Time: 2492.84 ms [2022-04-10 23:52:21 main:574] : INFO : Epoch 2048 | loss: 0.0311789 | val_loss: 0.0311791 | Time: 2477.81 ms [2022-04-10 23:52:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311791 [2022-04-10 23:52:21 main:603] : INFO : Saving end state to config to file [2022-04-10 23:52:21 main:608] : INFO : Success, exiting.. 23:52:21 (12804): 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)