mnist-tfv1-running.json 16.9 KB
Newer Older
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
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
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
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
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
{
    "checkStatus": {
        "status": "RUNNING",
        "errors": []
    },
    "experiment": {
        "id": "GD5MnU8G",
        "revision": 22,
        "execDuration": 172,
        "logDir": "/home/user/nni/experiments/GD5MnU8G",
        "nextSequenceId": 3,
        "params": {
            "authorName": "default",
            "experimentName": "example_mnist",
            "trialConcurrency": 1,
            "maxExecDuration": 3600,
            "maxTrialNum": 10,
            "searchSpace": "{\"dropout_rate\": {\"_type\": \"uniform\", \"_value\": [0.5, 0.9]}, \"conv_size\": {\"_type\": \"choice\", \"_value\": [2, 3, 5, 7]}, \"hidden_size\": {\"_type\": \"choice\", \"_value\": [124, 512, 1024]}, \"batch_size\": {\"_type\": \"choice\", \"_value\": [1, 4, 8, 16, 32]}, \"learning_rate\": {\"_type\": \"choice\", \"_value\": [0.0001, 0.001, 0.01, 0.1]}}",
            "trainingServicePlatform": "local",
            "tuner": {
                "builtinTunerName": "TPE",
                "classArgs": {
                    "optimize_mode": "maximize"
                },
                "checkpointDir": "/home/user/nni/experiments/GD5MnU8G/checkpoint"
            },
            "versionCheck": true,
            "clusterMetaData": [
                {
                    "key": "codeDir",
                    "value": "/home/user/nnidev/examples/trials/mnist-tfv1/."
                },
                {
                    "key": "command",
                    "value": "python3 mnist.py"
                }
            ]
        },
        "startTime": 1594299813929
    },
    "metricData": [
        {
            "timestamp": 1594299828333,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 0,
            "data": "\"0.0982000008225441\""
        },
        {
            "timestamp": 1594299830651,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 1,
            "data": "\"0.3490999937057495\""
        },
        {
            "timestamp": 1594299832941,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 2,
            "data": "\"0.617900013923645\""
        },
        {
            "timestamp": 1594299835245,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 3,
            "data": "\"0.5990999937057495\""
        },
        {
            "timestamp": 1594299837540,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 4,
            "data": "\"0.7716000080108643\""
        },
        {
            "timestamp": 1594299839841,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 5,
            "data": "\"0.7502999901771545\""
        },
        {
            "timestamp": 1594299842245,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 6,
            "data": "\"0.7602999806404114\""
        },
        {
            "timestamp": 1594299844530,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 7,
            "data": "\"0.8100000023841858\""
        },
        {
            "timestamp": 1594299846848,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 8,
            "data": "\"0.7455999851226807\""
        },
        {
            "timestamp": 1594299849142,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 9,
            "data": "\"0.7925999760627747\""
        },
        {
            "timestamp": 1594299851523,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 10,
            "data": "\"0.7462999820709229\""
        },
        {
            "timestamp": 1594299853830,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 11,
            "data": "\"0.9067999720573425\""
        },
        {
            "timestamp": 1594299856132,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 12,
            "data": "\"0.9067000150680542\""
        },
        {
            "timestamp": 1594299858442,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 13,
            "data": "\"0.86080002784729\""
        },
        {
            "timestamp": 1594299860720,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 14,
            "data": "\"0.8370000123977661\""
        },
        {
            "timestamp": 1594299863053,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 15,
            "data": "\"0.8899999856948853\""
        },
        {
            "timestamp": 1594299865356,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 16,
            "data": "\"0.8859999775886536\""
        },
        {
            "timestamp": 1594299867672,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 17,
            "data": "\"0.8475000262260437\""
        },
        {
            "timestamp": 1594299869969,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 18,
            "data": "\"0.7046999931335449\""
        },
        {
            "timestamp": 1594299872260,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "PERIODICAL",
            "sequence": 19,
            "data": "\"0.8921999931335449\""
        },
        {
            "timestamp": 1594299874555,
            "trialJobId": "rIW79",
            "parameterId": "0",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.9096999764442444\""
        },
        {
            "timestamp": 1594299892295,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 0,
            "data": "\"0.061400000005960464\""
        },
        {
            "timestamp": 1594299893119,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 1,
            "data": "\"0.18520000576972961\""
        },
        {
            "timestamp": 1594299893942,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 2,
            "data": "\"0.3481999933719635\""
        },
        {
            "timestamp": 1594299894743,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 3,
            "data": "\"0.396699994802475\""
        },
        {
            "timestamp": 1594299895570,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 4,
            "data": "\"0.5094000101089478\""
        },
        {
            "timestamp": 1594299896386,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 5,
            "data": "\"0.5019000172615051\""
        },
        {
            "timestamp": 1594299897188,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 6,
            "data": "\"0.6049000024795532\""
        },
        {
            "timestamp": 1594299897995,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 7,
            "data": "\"0.6504999995231628\""
        },
        {
            "timestamp": 1594299898796,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 8,
            "data": "\"0.7235999703407288\""
        },
        {
            "timestamp": 1594299899618,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 9,
            "data": "\"0.7186999917030334\""
        },
        {
            "timestamp": 1594299900431,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 10,
            "data": "\"0.7455999851226807\""
        },
        {
            "timestamp": 1594299901242,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 11,
            "data": "\"0.7889000177383423\""
        },
        {
            "timestamp": 1594299902095,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 12,
            "data": "\"0.7921000123023987\""
        },
        {
            "timestamp": 1594299902908,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 13,
            "data": "\"0.802299976348877\""
        },
        {
            "timestamp": 1594299903733,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 14,
            "data": "\"0.8083000183105469\""
        },
        {
            "timestamp": 1594299904554,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 15,
            "data": "\"0.8136000037193298\""
        },
        {
            "timestamp": 1594299905352,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 16,
            "data": "\"0.8217999935150146\""
        },
        {
            "timestamp": 1594299906176,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 17,
            "data": "\"0.8299999833106995\""
        },
        {
            "timestamp": 1594299906995,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 18,
            "data": "\"0.8392999768257141\""
        },
        {
            "timestamp": 1594299907795,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "PERIODICAL",
            "sequence": 19,
            "data": "\"0.8463000059127808\""
        },
        {
            "timestamp": 1594299908598,
            "trialJobId": "vNWGk",
            "parameterId": "1",
            "type": "FINAL",
            "sequence": 0,
            "data": "\"0.8449000120162964\""
        },
        {
            "timestamp": 1594299923484,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 0,
            "data": "\"0.10899999737739563\""
        },
        {
            "timestamp": 1594299927817,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 1,
            "data": "\"0.89410001039505\""
        },
        {
            "timestamp": 1594299932184,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 2,
            "data": "\"0.9358999729156494\""
        },
        {
            "timestamp": 1594299936551,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 3,
            "data": "\"0.9544000029563904\""
        },
        {
            "timestamp": 1594299940884,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 4,
            "data": "\"0.9591000080108643\""
        },
        {
            "timestamp": 1594299945242,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 5,
            "data": "\"0.9620000123977661\""
        },
        {
            "timestamp": 1594299949587,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 6,
            "data": "\"0.9666000008583069\""
        },
        {
            "timestamp": 1594299953936,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 7,
            "data": "\"0.9642999768257141\""
        },
        {
            "timestamp": 1594299958254,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 8,
            "data": "\"0.9679999947547913\""
        },
        {
            "timestamp": 1594299962667,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 9,
            "data": "\"0.9702000021934509\""
        },
        {
            "timestamp": 1594299967026,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 10,
            "data": "\"0.9692000150680542\""
        },
        {
            "timestamp": 1594299971361,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 11,
            "data": "\"0.9740999937057495\""
        },
        {
            "timestamp": 1594299975870,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 12,
            "data": "\"0.9760000109672546\""
        },
        {
            "timestamp": 1594299980209,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 13,
            "data": "\"0.97079998254776\""
        },
        {
            "timestamp": 1594299984578,
            "trialJobId": "IqYms",
            "parameterId": "2",
            "type": "PERIODICAL",
            "sequence": 14,
            "data": "\"0.9749000072479248\""
        }
    ],
    "trialJobs": [
        {
            "id": "rIW79",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":0,\"parameter_source\":\"algorithm\",\"parameters\":{\"dropout_rate\":0.5263711332698766,\"conv_size\":7,\"hidden_size\":1024,\"batch_size\":1,\"learning_rate\":0.001},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/user/nni/experiments/GD5MnU8G/trials/rIW79",
            "startTime": 1594299823975,
            "sequenceId": 0,
            "endTime": 1594299874953,
            "finalMetricData": [
                {
                    "timestamp": 1594299874555,
                    "trialJobId": "rIW79",
                    "parameterId": "0",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.9096999764442444\""
                }
            ]
        },
        {
            "id": "vNWGk",
            "status": "SUCCEEDED",
            "hyperParameters": [
                "{\"parameter_id\":1,\"parameter_source\":\"algorithm\",\"parameters\":{\"dropout_rate\":0.6442863649016913,\"conv_size\":2,\"hidden_size\":124,\"batch_size\":8,\"learning_rate\":0.0001},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/user/nni/experiments/GD5MnU8G/trials/vNWGk",
            "startTime": 1594299889024,
            "sequenceId": 1,
            "endTime": 1594299908983,
            "finalMetricData": [
                {
                    "timestamp": 1594299908598,
                    "trialJobId": "vNWGk",
                    "parameterId": "1",
                    "type": "FINAL",
                    "sequence": 0,
                    "data": "\"0.8449000120162964\""
                }
            ]
        },
        {
            "id": "IqYms",
            "status": "RUNNING",
            "hyperParameters": [
                "{\"parameter_id\":2,\"parameter_source\":\"algorithm\",\"parameters\":{\"dropout_rate\":0.8254386039941805,\"conv_size\":7,\"hidden_size\":1024,\"batch_size\":32,\"learning_rate\":0.001},\"parameter_index\":0}"
            ],
            "logPath": "file://localhost:/home/user/nni/experiments/GD5MnU8G/trials/IqYms",
            "startTime": 1594299919039,
            "sequenceId": 2
        }
    ]
}