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-rw-r--r--lib/oeqa/runtime/miutils/tests/dldt_inference_engine_test.py48
-rw-r--r--lib/oeqa/runtime/miutils/tests/dldt_model_optimizer_test.py23
-rw-r--r--lib/oeqa/runtime/miutils/tests/squeezenet_model_download_test.py25
3 files changed, 96 insertions, 0 deletions
diff --git a/lib/oeqa/runtime/miutils/tests/dldt_inference_engine_test.py b/lib/oeqa/runtime/miutils/tests/dldt_inference_engine_test.py
new file mode 100644
index 00000000..a44f9027
--- /dev/null
+++ b/lib/oeqa/runtime/miutils/tests/dldt_inference_engine_test.py
@@ -0,0 +1,48 @@
1import os
2script_path = os.path.dirname(os.path.realpath(__file__))
3files_path = os.path.join(script_path, '../../files/')
4
5class DldtInferenceEngineTest(object):
6 ie_input_files = {'ie_python_sample': 'classification_sample.py',
7 'input': 'chicky_512.png',
8 'input_download': 'https://raw.githubusercontent.com/opencv/opencv/master/samples/data/chicky_512.png',
9 'model': 'squeezenet_v1.1.xml'}
10
11 def __init__(self, target, work_dir):
12 self.target = target
13 self.work_dir = work_dir
14
15 def setup(self):
16 self.target.run('mkdir -p %s' % self.work_dir)
17 self.target.copy_to(os.path.join(files_path, 'dldt-inference-engine', self.ie_input_files['ie_python_sample']),
18 self.work_dir)
19
20 def tear_down(self):
21 self.target.run('rm -rf %s' % self.work_dir)
22
23 def test_can_download_input_file(self, proxy_port):
24 return self.target.run('cd %s; wget %s -e https_proxy=%s' %
25 (self.work_dir,
26 self.ie_input_files['input_download'],
27 proxy_port))
28
29 def test_dldt_ie_classification_with_device(self, device, ir_files_dir):
30 return self.target.run('classification_sample_async -d %s -i %s -m %s' %
31 (device,
32 os.path.join(self.work_dir, self.ie_input_files['input']),
33 os.path.join(ir_files_dir, self.ie_input_files['model'])))
34
35 def test_dldt_ie_classification_python_api_with_device(self, device, ir_files_dir, extension=''):
36 if extension:
37 return self.target.run('python3 %s -d %s -i %s -m %s -l %s' %
38 (os.path.join(self.work_dir, self.ie_input_files['ie_python_sample']),
39 device,
40 os.path.join(self.work_dir, self.ie_input_files['input']),
41 os.path.join(ir_files_dir, self.ie_input_files['model']),
42 extension))
43 else:
44 return self.target.run('python3 %s -d %s -i %s -m %s' %
45 (os.path.join(self.work_dir, self.ie_input_files['ie_python_sample']),
46 device,
47 os.path.join(self.work_dir, self.ie_input_files['input']),
48 os.path.join(ir_files_dir, self.ie_input_files['model'])))
diff --git a/lib/oeqa/runtime/miutils/tests/dldt_model_optimizer_test.py b/lib/oeqa/runtime/miutils/tests/dldt_model_optimizer_test.py
new file mode 100644
index 00000000..7d3db15b
--- /dev/null
+++ b/lib/oeqa/runtime/miutils/tests/dldt_model_optimizer_test.py
@@ -0,0 +1,23 @@
1import os
2
3class DldtModelOptimizerTest(object):
4 mo_input_files = {'model': 'squeezenet_v1.1.caffemodel',
5 'prototxt': 'deploy.prototxt'}
6 mo_exe = 'mo.py'
7
8 def __init__(self, target, work_dir):
9 self.target = target
10 self.work_dir = work_dir
11
12 def setup(self):
13 self.target.run('mkdir -p %s' % self.work_dir)
14
15 def tear_down(self):
16 self.target.run('rm -rf %s' % self.work_dir)
17
18 def test_dldt_mo_can_create_ir(self, mo_exe_dir, mo_files_dir):
19 return self.target.run('python3 %s --input_model %s --input_proto %s --output_dir %s --data_type FP16' %
20 (os.path.join(mo_exe_dir, self.mo_exe),
21 os.path.join(mo_files_dir, self.mo_input_files['model']),
22 os.path.join(mo_files_dir, self.mo_input_files['prototxt']),
23 self.work_dir))
diff --git a/lib/oeqa/runtime/miutils/tests/squeezenet_model_download_test.py b/lib/oeqa/runtime/miutils/tests/squeezenet_model_download_test.py
new file mode 100644
index 00000000..a3e46a0a
--- /dev/null
+++ b/lib/oeqa/runtime/miutils/tests/squeezenet_model_download_test.py
@@ -0,0 +1,25 @@
1class SqueezenetModelDownloadTest(object):
2 download_files = {'squeezenet1.1.prototxt': 'https://raw.githubusercontent.com/DeepScale/SqueezeNet/a47b6f13d30985279789d08053d37013d67d131b/SqueezeNet_v1.1/deploy.prototxt',
3 'squeezenet1.1.caffemodel': 'https://github.com/DeepScale/SqueezeNet/raw/a47b6f13d30985279789d08053d37013d67d131b/SqueezeNet_v1.1/squeezenet_v1.1.caffemodel'}
4
5 def __init__(self, target, work_dir):
6 self.target = target
7 self.work_dir = work_dir
8
9 def setup(self):
10 self.target.run('mkdir -p %s' % self.work_dir)
11
12 def tear_down(self):
13 self.target.run('rm -rf %s' % self.work_dir)
14
15 def test_can_download_squeezenet_model(self, proxy_port):
16 return self.target.run('cd %s; wget %s -e https_proxy=%s' %
17 (self.work_dir,
18 self.download_files['squeezenet1.1.caffemodel'],
19 proxy_port))
20
21 def test_can_download_squeezenet_prototxt(self, proxy_port):
22 return self.target.run('cd %s; wget %s -e https_proxy=%s' %
23 (self.work_dir,
24 self.download_files['squeezenet1.1.prototxt'],
25 proxy_port))