"git@developer.sourcefind.cn:gaoqiong/migraphx.git" did not exist on "ea62d7aa627d66c4b560c9323df16f3fa17c59bd"
WebUI.md 2.92 KB
Newer Older
fishyds's avatar
fishyds committed
1
2
3
4
5
6
# WebUI

## View summary page

Click the tab "Overview".

Lijiao's avatar
Lijiao committed
7
* See the experiment trial profile and search space message.
Lijiao's avatar
Lijiao committed
8
* Support to download the experiment result.
9
10
* Support to export nni-manager and dispatcher log file.
* If you have any question, you can click "Feedback" to report it.
11
* If your experiment have more than 1000 trials, you can change the refresh interval on here.
fishyds's avatar
fishyds committed
12

xuehui's avatar
xuehui committed
13
![](../../img/webui-img/over1.png)
Lijiao's avatar
Lijiao committed
14
15
* See good performance trials.

xuehui's avatar
xuehui committed
16
![](../../img/webui-img/over2.png)
fishyds's avatar
fishyds committed
17

Lijiao's avatar
Lijiao committed
18
## View job default metric
fishyds's avatar
fishyds committed
19

Lijiao's avatar
Lijiao committed
20
Click the tab "Default Metric" to see the point graph of all trials. Hover to see its specific default metric and search space message.
fishyds's avatar
fishyds committed
21

xuehui's avatar
xuehui committed
22
![](../../img/accuracy.png)
fishyds's avatar
fishyds committed
23
24
25
26
27
28
29
30

## View hyper parameter

Click the tab "Hyper Parameter" to see the parallel graph.

* You can select the percentage to see top trials.
* Choose two axis to swap its positions

xuehui's avatar
xuehui committed
31
![](../../img/hyperPara.png)
Lijiao's avatar
Lijiao committed
32
33
34
35

## View Trial Duration

Click the tab "Trial Duration" to see the bar graph.
fishyds's avatar
fishyds committed
36

xuehui's avatar
xuehui committed
37
![](../../img/trial_duration.png)
fishyds's avatar
fishyds committed
38

Lijiao's avatar
Lijiao committed
39
40
41
42
## View Trial Intermediate Result Graph

Click the tab "Intermediate Result" to see the lines graph.

xuehui's avatar
xuehui committed
43
![](../../img/webui-img/trials_intermeidate.png)
Lijiao's avatar
Lijiao committed
44

v-liguo's avatar
v-liguo committed
45
46
We set a filter function for the intermediate result graph because that the trials may have many intermediate results in the training progress. You need to provide three data if you want to use the filter button to see the trend of some trial.

v-liguo's avatar
v-liguo committed
47
What data should be written in the first input? Maybe you find an epoch those trials became better or worse. In other word, it's an important and concerned epoch. Just input it into the first input.
v-liguo's avatar
v-liguo committed
48

v-liguo's avatar
v-liguo committed
49
After selecting the epoch, you should input your focus metric's range on this epoch. Yes, it's the min and max value. Like this picture, I choose the epoch is 13 and the metric's range is 20-60.
v-liguo's avatar
v-liguo committed
50

v-liguo's avatar
v-liguo committed
51
As a result, I filter these trials the metric's range is 20-60 on the 13 epoch.
Lijiao's avatar
Lijiao committed
52

xuehui's avatar
xuehui committed
53
![](../../img/webui-img/filter_intermediate.png)
Lijiao's avatar
Lijiao committed
54

55
## View trials status
Lijiao's avatar
Lijiao committed
56
57

Click the tab "Trials Detail" to see the status of the all trials. Specifically:
fishyds's avatar
fishyds committed
58
59
60

* Trial detail: trial's id, trial's duration, start time, end time, status, accuracy and search space file.

xuehui's avatar
xuehui committed
61
![](../../img/webui-img/detail-local.png)
Lijiao's avatar
Lijiao committed
62

63
64
* The button named "Add column" can select which column to show in the table. If you run an experiment that final result is dict, you can see other keys in the table.

xuehui's avatar
xuehui committed
65
![](../../img/webui-img/addColumn.png)
66

67
68
* If you want to compare some trials, you can select them and then click "Compare" to see the results.

xuehui's avatar
xuehui committed
69
![](../../img/webui-img/compare.png)
70

71
72
* You can use the button named "Copy as python" to copy trial's parameters.

xuehui's avatar
xuehui committed
73
![](../../img/webui-img/copyParameter.png)
74

75
* If you run on OpenPAI or Kubeflow platform, you can also see the hdfsLog.
Lijiao's avatar
Lijiao committed
76

xuehui's avatar
xuehui committed
77
![](../../img/webui-img/detail-pai.png)
Lijiao's avatar
Lijiao committed
78

fishyds's avatar
fishyds committed
79
80

* Kill: you can kill a job that status is running.
Lijiao's avatar
Lijiao committed
81
* Support to search for a specific trial.
82
* Intermediate Result Graph: you can see default and other keys in this graph.
fishyds's avatar
fishyds committed
83

xuehui's avatar
xuehui committed
84
![](../../img/webui-img/intermediate.png)