test: Add quantized model inference test

This patch adds a quantized mobilenetv1 model inference test.

Change-Id: I214c4aecc2ba07cac31fce42d28307ace09b9eda
Signed-off-by: Inki Dae <inki.dae@samsung.com>

diff --git a/test/src/inference_engine_test.cpp b/test/src/inference_engine_test.cpp
index 0ab0ca4..ede94d9 100644 (file)
--- a/test/src/inference_engine_test.cpp
+++ b/test/src/inference_engine_test.cpp
@@ -571,6 +571,9 @@ INSTANTIATE_TEST_CASE_P(Prefix, InferenceEngineCommonTest_3,
             // mobilenet based image classification test
             ParamType_Infer("armnn", INFERENCE_TARGET_CPU, TEST_IMAGE_CLASSIFICATION, TENSOR_DATA_TYPE_FLOAT32, { "/opt/usr/images/image_classification.bin" }, 224, 224, 3, { "input_2" }, { "dense_3/Softmax" }, { "/usr/share/capi-media-vision/models/IC/tflite/ic_tflite_model.tflite" }, { 3 }),
             ParamType_Infer("armnn", INFERENCE_TARGET_GPU, TEST_IMAGE_CLASSIFICATION, TENSOR_DATA_TYPE_FLOAT32, { "/opt/usr/images/image_classification.bin" }, 224, 224, 3, { "input_2" }, { "dense_3/Softmax" }, { "/usr/share/capi-media-vision/models/IC/tflite/ic_tflite_model.tflite" }, { 3 }),
+            // quantized mobilenet based image classification test
+            ParamType_Infer("armnn", INFERENCE_TARGET_CPU, TEST_IMAGE_CLASSIFICATION, TENSOR_DATA_TYPE_UINT8, { "/opt/usr/images/image_classification_q.bin" }, 224, 224, 3, { "input" }, { "MobilenetV1/Predictions/Reshape_1" }, { "/usr/share/capi-media-vision/models/IC/tflite/ic_tflite_q_model.tflite" }, { 955 }),
+            ParamType_Infer("armnn", INFERENCE_TARGET_GPU, TEST_IMAGE_CLASSIFICATION, TENSOR_DATA_TYPE_UINT8, { "/opt/usr/images/image_classification_q.bin" }, 224, 224, 3, { "input" }, { "MobilenetV1/Predictions/Reshape_1" }, { "/usr/share/capi-media-vision/models/IC/tflite/ic_tflite_q_model.tflite" }, { 955 }),
             // object detection test
             ParamType_Infer("armnn", INFERENCE_TARGET_CPU, TEST_OBJECT_DETECTION, TENSOR_DATA_TYPE_FLOAT32, { "/opt/usr/images/object_detection.bin" }, 300, 300, 3, { "normalized_input_image_tensor" }, { "TFLite_Detection_PostProcess", "TFLite_Detection_PostProcess:1", "TFLite_Detection_PostProcess:2", "TFLite_Detection_PostProcess:3" }, { "/usr/share/capi-media-vision/models/OD/tflite/od_tflite_model.tflite" }, { 451, 474, 714, 969 }),
             ParamType_Infer("armnn", INFERENCE_TARGET_GPU, TEST_OBJECT_DETECTION, TENSOR_DATA_TYPE_FLOAT32, { "/opt/usr/images/object_detection.bin" }, 300, 300, 3, { "normalized_input_image_tensor" }, { "TFLite_Detection_PostProcess", "TFLite_Detection_PostProcess:1", "TFLite_Detection_PostProcess:2", "TFLite_Detection_PostProcess:3" }, { "/usr/share/capi-media-vision/models/OD/tflite/od_tflite_model.tflite" }, { 451, 474, 714, 969 }),