NNICTLDOC.md 9.88 KB
Newer Older
QuanluZhang's avatar
QuanluZhang committed
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
nnictl
===
## Introduction
__nnictl__ is a command line tool, which can be used to control experiments, such as start/stop/resume an experiment, start/stop NNIBoard, etc.

## Commands
nnictl support commands:
```
nnictl create
nnictl stop
nnictl update
nnictl resume
nnictl trial
nnictl experiment
nnictl config
nnictl log
SparkSnail's avatar
SparkSnail committed
17
nnictl webui
chicm-ms's avatar
chicm-ms committed
18
nnictl tensorboard
QuanluZhang's avatar
QuanluZhang committed
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
```
### Manage an experiment
* __nnictl create__ 
   * Description 
	    
		  You can use this command to create a new experiment, using the configuration specified in config file. 
          After this command is successfully done, the context will be set as this experiment, 
          which means the following command you issued is associated with this experiment, 
          unless you explicitly changes the context(not supported yet). 
   
  * Usage
  
        nnictl create [OPTIONS] 
	  
       Options:  
    
      | Name, shorthand | Required|Default | Description |
      | ------ | ------ | ------ |------ |
goooxu's avatar
goooxu committed
37
      | --config, -c|  True| |yaml configure file of the experiment|
SparkSnail's avatar
SparkSnail committed
38
      | --port, -p  |  False| |the port of restful server| 
QuanluZhang's avatar
QuanluZhang committed
39
40
41
42
43
44
45
46
47
48
49
50
51
52

* __nnictl resume__

  * Description
          
		  You can use this command to resume a stopped experiment.
       
  * Usage
	    
		nnictl resume [OPTIONS] 		
      Options:
     
      | Name, shorthand | Required|Default | Description |
      | ------ | ------ | ------ |------ |
53
54
    | id|  False| |The id of the experiment you want to resume|  
    | --port, -p|  False| |Rest port of the experiment you want to resume|
QuanluZhang's avatar
QuanluZhang committed
55
56
57
58
59
60
61
  
     
      

* __nnictl stop__
  * Description
          
SparkSnail's avatar
SparkSnail committed
62
		You can use this command to stop a running experiment or multiple experiments.
QuanluZhang's avatar
QuanluZhang committed
63
64
65
       
  * Usage
	    	
SparkSnail's avatar
SparkSnail committed
66
67
68
69
70
71
72
73
74
75
        nnictl stop [id]
  
  * Detail
        
        1.If there is an id specified, and the id matches the running experiment, nnictl will stop the corresponding experiment, or will print error message.
        2.If there is no id specified, and there is an experiment running, stop the running experiment, or print error message.
        3.If the id ends with *, nnictl will stop all experiments whose ids matchs the regular.
        4.If the id does not exist but match the prefix of an experiment id, nnictl will stop the matched experiment.
        5.If the id does not exist but match multiple prefix of the experiment ids, nnictl will give id information.
        6.Users could use 'nnictl stop all' to stop all experiments  
QuanluZhang's avatar
QuanluZhang committed
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
     
* __nnictl update__
    
	 * __nnictl update searchspace__
       * Description
          
		     You can use this command to update an experiment's search space.
       
       * Usage
 
              nnictl update searchspace [OPTIONS] 
         
            Options:
        
           | Name, shorthand | Required|Default | Description |
           | ------ | ------ | ------ |------ |
92
         | id|  False| |ID of the experiment you want to set|
QuanluZhang's avatar
QuanluZhang committed
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
         | --filename, -f|  True| |the file storing your new search space|
			
 	* __nnictl update concurrency__  
        * Description
          
		      You can use this command to update an experiment's concurrency.     
	  
	     * Usage
        
		       nnictl update concurrency [OPTIONS] 

            Options:
    
            | Name, shorthand | Required|Default | Description |
            | ------ | ------ | ------ |------ |
108
           | id|  False| |ID of the experiment you want to set|
QuanluZhang's avatar
QuanluZhang committed
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
           | --value, -v|  True| |the number of allowed concurrent trials|
      	
     * __nnictl update duration__  
        * Description
        
               You can use this command to update an experiment's concurrency.  
		
		* Usage
			    	    
			    nnictl update duration [OPTIONS] 

          Options:
    
          | Name, shorthand | Required|Default | Description |
          | ------ | ------ | ------ |------ |
124
125
          | id|  False| |ID of the experiment you want to set|
          | --value, -v|  True| |the experiment duration will be NUMBER seconds. SUFFIX may be 's' for seconds (the default), 'm' for minutes, 'h' for hours or 'd' for days.|  
chicm-ms's avatar
chicm-ms committed
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142

 	* __nnictl update trialnum__  
        * Description
          
		      You can use this command to update an experiment's maxtrialnum.     
	  
	     * Usage
        
		       nnictl update trialnum [OPTIONS] 

            Options:
    
            | Name, shorthand | Required|Default | Description |
            | ------ | ------ | ------ |------ |
           | id|  False| |ID of the experiment you want to set|
           | --value, -v|  True| |the new number of maxtrialnum you want to set|

QuanluZhang's avatar
QuanluZhang committed
143
144
145
146
147
148
149
150
151
152
153
154
     

* __nnictl trial__
  * __nnictl trial ls__
    * Description
          
		    You can use this command to show trial's information.
   
     * Usage
  
           nnictl trial ls

SparkSnail's avatar
SparkSnail committed
155
156
157
158
      Options:
     
      | Name, shorthand | Required|Default | Description |
      | ------ | ------ | ------ |------ |
159
    | id|  False| |ID of the experiment you want to set|
SparkSnail's avatar
SparkSnail committed
160

QuanluZhang's avatar
QuanluZhang committed
161
162
163
164
165
166
167
168
169
170
171
172
  * __nnictl trial kill__
      * Description
            
			You can use this command to kill a trial job.
	   * Usage
  
              nnictl trial kill [OPTIONS] 
    
	      Options:  
	        
          | Name, shorthand | Required|Default | Description |
          | ------ | ------ | ------ |------ |
173
         | id|  False| |ID of the experiment you want to set|   
SparkSnail's avatar
SparkSnail committed
174
         | --trialid, -t|  True| |ID of the trial you want to kill.| 
QuanluZhang's avatar
QuanluZhang committed
175
176
177
178
179
180
181
182
183
184
185
186
      
          

### Manage experiment information

* __nnictl experiment show__
  * Description
      
	     Show the information of experiment.
   * Usage
     
	     nnictl experiment show
SparkSnail's avatar
SparkSnail committed
187
188
189
190
191
    
      Options:
      
        | Name, shorthand | Required|Default | Description |
        | ------ | ------ | ------ |------ |
192
      | id|  False| |ID of the experiment you want to set|
SparkSnail's avatar
SparkSnail committed
193
194
195
196
197
198
199
200
201
202
203
204
205
206


* __nnictl experiment status__
  * Description
      
	     Show the status of experiment.
   * Usage
     
	     nnictl experiment status
      
      Options:
     
      | Name, shorthand | Required|Default | Description |
      | ------ | ------ | ------ |------ |
207
     | id|  False| |ID of the experiment you want to set|
SparkSnail's avatar
SparkSnail committed
208
209
210
211
212


* __nnictl experiment list__
  * Description
      
213
	     Show the information of all the (running) experiments.
SparkSnail's avatar
SparkSnail committed
214
215
216
   * Usage
     
	     nnictl experiment list
QuanluZhang's avatar
QuanluZhang committed
217

218
219
220
221
222
223
      Options:
     
      | Name, shorthand | Required|Default | Description |
      | ------ | ------ | ------ |------ |
     | all|  False| False|Show all of experiments, including stopped experiments.|

QuanluZhang's avatar
QuanluZhang committed
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
 

* __nnictl config show__
    * Description
             
		    Display the current context information.
   
    * Usage
    
	      nnictl config show
        
  
### Manage log
* __nnictl log stdout__
   * Description
     
	     Show the stdout log content. 
   
   * Usage
         
		    nnictl log stdout [options]
        
    	Options:
    	
       | Name, shorthand | Required|Default | Description |
       | ------ | ------ | ------ |------ |
250
     | id|  False| |ID of the experiment you want to set|
QuanluZhang's avatar
QuanluZhang committed
251
252
253
     | --head, -h| False| |show head lines of stdout|
     | --tail, -t|  False| |show tail lines of stdout|
	   | --path, -p|  False| |show the path of stdout file|
254
     
QuanluZhang's avatar
QuanluZhang committed
255
256
257
258
259
260
261
262
263
264
265
266
267
268
	 
* __nnictl log stderr__
  * Description
  
        Show the stderr log content. 
  
  * Usage
  
        nnictl log stderr [options]
        
	   Options:
	   
      | Name, shorthand | Required|Default | Description |
      | ------ | ------ | ------ |------ |
269
    | id|  False| |ID of the experiment you want to set|
QuanluZhang's avatar
QuanluZhang committed
270
271
272
    | --head, -h| False| |show head lines of stderr|
    | --tail, -t|  False| |show tail lines of stderr|
	  | --path, -p|  False| |show the path of stderr file|
273
    
274
275
276
277
278
279
280
281
282
283
284
285
286
287

* __nnictl log trial__
  * Description
  
        Show trial log path. 
  
  * Usage
  
        nnictl log trial [options]
        
	   Options:
	   
      | Name, shorthand | Required|Default | Description |
      | ------ | ------ | ------ |------ |
288
    | id| False| |the id of trial|
SparkSnail's avatar
SparkSnail committed
289
290
291
292
293
294
295
296
297
298
299
300
301
302


### Manage webui
* __nnictl webui url__
   * Description
     
	     Show the urls of the experiment. 
   
   * Usage
         
		    nnictl webui url
        
    	Options:
    	
SparkSnail's avatar
SparkSnail committed
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
       | Name, shorthand | Required|Default | Description |
       | ------ | ------ | ------ |------ |
     | id|  False| |ID of the experiment you want to set|


### Manage tensorboard
* __nnictl tensorboard start__
   * Description
     
	     Start the tensorboard process. 
   
   * Usage
         
		    nnictl tensorboard start
        
    	Options:
    	
       | Name, shorthand | Required|Default | Description |
       | ------ | ------ | ------ |------ |
     | id|  False| |ID of the experiment you want to set|
     | --trialid|  False| |ID of the trial|
     | --port|  False| 6006|The port of the tensorboard process|

   * Detail
     
	     1. NNICTL support tensorboard function in local and remote platform for the moment, other platforms will be supported later.   
         2. If you want to use tensorboard, you need to write your tensorboard log data to environment variable [NNI_OUTPUT_DIR] path.  
         3. In local mode, nnictl will set --logdir=[NNI_OUTPUT_DIR] directly and start a tensorboard process.
         4. In remote mode, nnictl will create a ssh client to copy log data from remote machine to local temp directory firstly, and then start a tensorboard process in your local machine. You need to notice that nnictl only copy the log data one time when you use the command, if you want to see the later result of tensorboard, you should execute nnictl tensorboard command again.
         5. If there is only one trial job, you don't need to set trialid. If there are multiple trial jobs running, you should set the trialid, or you could use [nnictl tensorboard start --trialid all] to map --logdir to all trial log paths.

* __nnictl tensorboard stop__
   * Description
     
	     Stop all of the tensorboard process. 
   
   * Usage
         
		    nnictl tensorboard stop
        
    	Options:
    	
SparkSnail's avatar
SparkSnail committed
345
346
       | Name, shorthand | Required|Default | Description |
       | ------ | ------ | ------ |------ |
347
     | id|  False| |ID of the experiment you want to set|