integration_tests_config_v2.yml 4.87 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

defaultTestCaseConfig:
  launchCommand: nnictl create --config $configFile --debug
  stopCommand: nnictl stop
  experimentStatusCheck: True
  platform: linux darwin win32
  trainingService: all

testCases:
#######################################################################
# nni examples test
#######################################################################
- name: sklearn-classification
  # test case config yml file relative to nni source code directory
  configFile: test/config/examples/sklearn-classification-v2.yml

- name: sklearn-regression
  configFile: test/config/examples/sklearn-regression-v2.yml

- name: mnist-tensorflow
  configFile: test/config/examples/mnist-tfv2-v2.yml
  trainingService: local remote hybrid

- name: mnist-pytorch-local
  configFile: test/config/examples/mnist-pytorch-v2.yml
  # download data first, to prevent concurrent issue.
  launchCommand: python3 ../examples/trials/mnist-pytorch/mnist.py --epochs 1 --batch_num 0 --data_dir ../examples/trials/mnist-pytorch/data && nnictl create --config $configFile --debug
  trainingService: local

- name: mnist-pytorch-non-local
  configFile: test/config/examples/mnist-pytorch-v2.yml
  trainingService: remote pai kubeflow frameworkcontroller dlts hybrid

- name: cifar10-pytorch
  configFile: test/config/examples/cifar10-pytorch-v2.yml

- name: cifar10-pytorch-adl
  configFile: test/config/examples/cifar10-pytorch-adl.yml
  trainingService: adl

- name: classic-nas-gen-ss
  configFile: test/config/examples/classic-nas-pytorch-v2.yml
  launchCommand: nnictl ss_gen --trial_command="python3 mnist.py --epochs 1" --trial_dir=../examples/nas/legacy/classic_nas --file=config/examples/nni-nas-search-space.json
  stopCommand:
  experimentStatusCheck: False
  trainingService: local

- name: classic-nas-pytorch
  configFile: test/config/examples/classic-nas-pytorch-v2.yml
  # remove search space file
  stopCommand: nnictl stop
  onExitCommand: python3 -c "import os; os.remove('config/examples/nni-nas-search-space.json')"
  trainingService: local

#########################################################################
# nni features test
#########################################################################
- name: metrics-float
  configFile: test/config/metrics_test/config-v2.yml
  validator:
    class: MetricsValidator
    kwargs:
      expected_result_file: expected_metrics.json

- name: export-float
  configFile: test/config/metrics_test/config-v2.yml
  validator:
    class: ExportValidator 

- name: metrics-dict
  configFile: test/config/metrics_test/config_dict_metrics-v2.yml
  validator:
    class: MetricsValidator
    kwargs:
      expected_result_file: expected_metrics_dict.json

- name: export-dict
  configFile: test/config/metrics_test/config_dict_metrics-v2.yml
  validator:
    class: ExportValidator 

- name: experiment-import
  configFile: test/config/nnictl_experiment/sklearn-classification-v2.yml
  validator:
    class: ImportValidator
    kwargs:
      import_data_file_path: config/nnictl_experiment/test_import.json

- name: foreground
  configFile: test/config/examples/sklearn-regression-v2.yml
  launchCommand: python3 nni_test/nnitest/foreground.py --config $configFile --timeout 45
  stopCommand:
  experimentStatusCheck: False
  platform: linux darwin

# Experiment resume test part 1
- name: nnictl-resume-1
  configFile: test/config/examples/sklearn-regression-v2.yml
  setExperimentIdtoVar: $resumeExpId
  # for subfolder in codedir test
  launchCommand: python3 -c "import os; os.makedirs('../examples/trials/sklearn/regression/subfolder', exist_ok=True); open('../examples/trials/sklearn/regression/subfolder/subfile', 'a').close()" && nnictl create --config $configFile --debug

# Experiment resume test part 2
- name: nnictl-resume-2
  configFile: test/config/examples/sklearn-regression-v2.yml
  launchCommand: nnictl resume $resumeExpId

# Experiment view test
- name: nnictl-view
  configFile: test/config/examples/sklearn-regression-v2.yml
  launchCommand: nnictl view $resumeExpId
  experimentStatusCheck: False


#########################################################################
# nni assessor test
#########################################################################
- name: assessor-curvefitting
  configFile: test/config/assessors/curvefitting-v2.yml

- name: assessor-medianstop
  configFile: test/config/assessors/medianstop-v2.yml

#########################################################################
# nni tuners test
#########################################################################
- name: tuner-regularized_evolution
  configFile: test/config/tuners/regularized_evolution_tuner-v2.yml

#########################################################################
# nni customized-tuners test
#########################################################################
- name: customized-tuners-demotuner
  configFile: test/config/customized_tuners/demotuner-sklearn-classification-v2.yml