test_views.py 文件源码

def test_caffe_import(self):
        # Test 1
        top = L.Deconvolution(convolution_param=dict(kernel_size=3, pad=1, stride=1, num_output=128,
                              weight_filler={'type': 'xavier'}, bias_filler={'type': 'constant'}))
        with open(os.path.join(settings.BASE_DIR, 'media', 'test.prototxt'), 'w') as f:
            f.write(str(to_proto(top)))
        sample_file = open(os.path.join(settings.BASE_DIR, 'media', 'test.prototxt'), 'r')
        response = self.client.post(reverse('caffe-import'), {'file': sample_file})
        response = json.loads(response.content)
        os.remove(os.path.join(settings.BASE_DIR, 'media', 'test.prototxt'))
        self.assertGreaterEqual(len(response['net']['l0']['params']), 6)
        self.assertEqual(response['result'], 'success')
        # Test 2
        top = L.Deconvolution(convolution_param=dict(kernel_w=3, kernel_h=3, pad_w=1, pad_h=1, stride=1,
                              num_output=128, dilation=1, weight_filler={'type': 'xavier'},
                              bias_filler={'type': 'constant'}))
        with open(os.path.join(settings.BASE_DIR, 'media', 'test.prototxt'), 'w') as f:
            f.write(str(to_proto(top)))
        sample_file = open(os.path.join(settings.BASE_DIR, 'media', 'test.prototxt'), 'r')
        response = self.client.post(reverse('caffe-import'), {'file': sample_file})
        response = json.loads(response.content)
        os.remove(os.path.join(settings.BASE_DIR, 'media', 'test.prototxt'))
        self.assertGreaterEqual(len(response['net']['l0']['params']), 6)
        self.assertEqual(response['result'], 'success')


# ********** Recurrent Layers Test **********