From c26130f3a9cb0de2266d5288c837e7f15b2ff7fe Mon Sep 17 00:00:00 2001 From: Wojciech Uss Date: Sun, 16 Jun 2019 16:24:18 +0200 Subject: [PATCH] reuse C-API INT8 unit test application (#18077) * reuse C-API INT8 unit test application test=develop * updates after review test=develop --- cmake/generic.cmake | 31 +++- .../fluid/inference/analysis/CMakeLists.txt | 38 +++- .../fluid/inference/tests/api/CMakeLists.txt | 164 ++++++++++-------- ...> analyzer_image_classification_tester.cc} | 0 paddle/fluid/inference/tests/test.cmake | 28 ++- 5 files changed, 180 insertions(+), 81 deletions(-) rename paddle/fluid/inference/tests/api/{analyzer_resnet50_tester.cc => analyzer_image_classification_tester.cc} (100%) diff --git a/cmake/generic.cmake b/cmake/generic.cmake index c5bedf376b..3e3a5ba66c 100644 --- a/cmake/generic.cmake +++ b/cmake/generic.cmake @@ -363,10 +363,10 @@ function(cc_binary TARGET_NAME) target_link_libraries(${TARGET_NAME} ${os_dependency_modules}) endfunction(cc_binary) -function(cc_test TARGET_NAME) +function(cc_test_build TARGET_NAME) if(WITH_TESTING) set(oneValueArgs "") - set(multiValueArgs SRCS DEPS ARGS) + set(multiValueArgs SRCS DEPS) cmake_parse_arguments(cc_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) add_executable(${TARGET_NAME} ${cc_test_SRCS}) if(WIN32) @@ -379,9 +379,18 @@ function(cc_test TARGET_NAME) target_link_libraries(${TARGET_NAME} ${cc_test_DEPS} ${os_dependency_modules} paddle_gtest_main lod_tensor memory gtest gflags glog) add_dependencies(${TARGET_NAME} ${cc_test_DEPS} paddle_gtest_main lod_tensor memory gtest gflags glog) common_link(${TARGET_NAME}) + endif() +endfunction() + +function(cc_test_run TARGET_NAME) + if(WITH_TESTING) + set(oneValueArgs "") + set(multiValueArgs COMMAND ARGS) + cmake_parse_arguments(cc_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) add_test(NAME ${TARGET_NAME} - COMMAND ${TARGET_NAME} ${cc_test_ARGS} - WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}) + COMMAND ${cc_test_COMMAND} + ARGS ${cc_test_ARGS} + WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}) set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT FLAGS_cpu_deterministic=true) set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT FLAGS_init_allocated_mem=true) set_property(TEST ${TARGET_NAME} PROPERTY ENVIRONMENT FLAGS_limit_of_tmp_allocation=4294967296) # 4G @@ -389,6 +398,20 @@ function(cc_test TARGET_NAME) # No unit test should exceed 10 minutes. set_tests_properties(${TARGET_NAME} PROPERTIES TIMEOUT 600) endif() +endfunction() + +function(cc_test TARGET_NAME) + if(WITH_TESTING) + set(oneValueArgs "") + set(multiValueArgs SRCS DEPS ARGS) + cmake_parse_arguments(cc_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) + cc_test_build(${TARGET_NAME} + SRCS ${cc_test_SRCS} + DEPS ${cc_test_DEPS}) + cc_test_run(${TARGET_NAME} + COMMAND ${TARGET_NAME} + ARGS ${cc_test_ARGS}) + endif() endfunction(cc_test) function(nv_library TARGET_NAME) diff --git a/paddle/fluid/inference/analysis/CMakeLists.txt b/paddle/fluid/inference/analysis/CMakeLists.txt index 7a795bda82..d79fb52909 100644 --- a/paddle/fluid/inference/analysis/CMakeLists.txt +++ b/paddle/fluid/inference/analysis/CMakeLists.txt @@ -23,18 +23,46 @@ cc_library(analysis SRCS cc_test(test_dot SRCS dot_tester.cc DEPS analysis) +function(inference_analysis_test_build TARGET) + if(WITH_TESTING) + set(options "") + set(oneValueArgs "") + set(multiValueArgs SRCS EXTRA_DEPS) + cmake_parse_arguments(analysis_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) + inference_base_test_build(${TARGET} + SRCS ${analysis_test_SRCS} + DEPS analysis pass ${GLOB_PASS_LIB} ${analysis_test_EXTRA_DEPS}) + endif() +endfunction() + +function(inference_analysis_test_run TARGET) + if(WITH_TESTING) + set(options "") + set(oneValueArgs "") + set(multiValueArgs COMMAND ARGS) + cmake_parse_arguments(analysis_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) + inference_base_test_run(${TARGET} + COMMAND ${analysis_test_COMMAND} + ARGS ${analysis_test_ARGS}) + endif() +endfunction() + function(inference_analysis_test TARGET) if(WITH_TESTING) set(options "") set(oneValueArgs "") set(multiValueArgs SRCS ARGS EXTRA_DEPS) cmake_parse_arguments(analysis_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) - inference_base_test(${TARGET} + inference_base_test_build(${TARGET} SRCS ${analysis_test_SRCS} - DEPS analysis pass ${GLOB_PASS_LIB} ${analysis_test_EXTRA_DEPS} - ARGS --inference_model_dir=${WORD2VEC_MODEL_DIR} ${analysis_test_ARGS}) + DEPS analysis pass ${GLOB_PASS_LIB} ${analysis_test_EXTRA_DEPS}) + inference_base_test_run(${TARGET} + COMMAND ${TARGET} + ARGS ${analysis_test_ARGS}) endif() endfunction(inference_analysis_test) -inference_analysis_test(test_analyzer SRCS analyzer_tester.cc - EXTRA_DEPS reset_tensor_array paddle_inference_api) +inference_analysis_test(test_analyzer + SRCS analyzer_tester.cc + EXTRA_DEPS reset_tensor_array paddle_inference_api + ARGS --inference_model_dir=${WORD2VEC_MODEL_DIR}) diff --git a/paddle/fluid/inference/tests/api/CMakeLists.txt b/paddle/fluid/inference/tests/api/CMakeLists.txt index 6de371cffb..243f5cef00 100644 --- a/paddle/fluid/inference/tests/api/CMakeLists.txt +++ b/paddle/fluid/inference/tests/api/CMakeLists.txt @@ -4,9 +4,15 @@ if(WITH_GPU AND TENSORRT_FOUND) set(INFERENCE_EXTRA_DEPS ${INFERENCE_EXTRA_DEPS} analysis ${analysis_deps} ir_pass_manager analysis_predictor) endif() -function(download_model install_dir model_name) +function(download_data install_dir data_file) if (NOT EXISTS ${install_dir}) - inference_download_and_uncompress(${install_dir} ${INFERENCE_URL} ${model_name}) + inference_download_and_uncompress(${install_dir} ${INFERENCE_URL} ${data_file}) + endif() +endfunction() + +function(download_int8_data install_dir data_file) + if (NOT EXISTS ${install_dir}) + inference_download_and_uncompress(${install_dir} ${INFERENCE_URL}/int8 ${data_file}) endif() endfunction() @@ -23,9 +29,14 @@ function(inference_analysis_api_test target install_dir filename) ARGS --infer_model=${install_dir}/model --infer_data=${install_dir}/data.txt) endfunction() -function(inference_analysis_api_int8_test target model_dir data_path filename) - inference_analysis_test(${target} SRCS ${filename} - EXTRA_DEPS ${INFERENCE_EXTRA_DEPS} benchmark +function(inference_analysis_api_int8_test_build TARGET_NAME filename) + inference_analysis_test_build(${TARGET_NAME} SRCS ${filename} + EXTRA_DEPS ${INFERENCE_EXTRA_DEPS} benchmark) +endfunction() + +function(inference_analysis_api_int8_test_run TARGET_NAME test_binary model_dir data_path) + inference_analysis_test_run(${TARGET_NAME} + COMMAND ${test_binary} ARGS --infer_model=${model_dir}/model --infer_data=${data_path} --warmup_batch_size=100 @@ -33,11 +44,16 @@ function(inference_analysis_api_int8_test target model_dir data_path filename) --paddle_num_threads=${CPU_NUM_THREADS_ON_CI} --iterations=2) endfunction() -function(inference_analysis_api_test_with_fake_data target install_dir filename model_name disable_fc) - download_model(${install_dir} ${model_name}) - inference_analysis_test(${target} SRCS ${filename} - EXTRA_DEPS ${INFERENCE_EXTRA_DEPS} - ARGS --infer_model=${install_dir}/model + +function(inference_analysis_api_test_with_fake_data_build TARGET_NAME filename) + inference_analysis_test_build(${TARGET_NAME} SRCS ${filename} + EXTRA_DEPS ${INFERENCE_EXTRA_DEPS}) +endfunction() + +function(inference_analysis_api_test_with_fake_data_run TARGET_NAME test_binary model_dir disable_fc) + inference_analysis_test_run(${TARGET_NAME} + COMMAND ${test_binary} + ARGS --infer_model=${model_dir}/model --disable_mkldnn_fc=${disable_fc}) endfunction() @@ -141,87 +157,97 @@ if (NOT EXISTS ${MOBILENET_INSTALL_DIR}) endif() inference_analysis_api_test_with_refer_result(test_analyzer_mobilenet_transpose ${MOBILENET_INSTALL_DIR} analyzer_vis_tester.cc) +### Image classification tests with fake data +set(IMG_CLASS_TEST_APP "test_analyzer_image_classification") +set(IMG_CLASS_TEST_APP_SRC "analyzer_image_classification_tester.cc") + +# build test binary to be used in subsequent tests +inference_analysis_api_test_with_fake_data_build(${IMG_CLASS_TEST_APP} ${IMG_CLASS_TEST_APP_SRC}) + # googlenet -inference_analysis_api_test_with_fake_data(test_analyzer_googlenet - "${INFERENCE_DEMO_INSTALL_DIR}/googlenet" analyzer_resnet50_tester.cc "googlenet.tar.gz" false) +set(GOOGLENET_MODEL_DIR "${INFERENCE_DEMO_INSTALL_DIR}/googlenet") +download_data(${GOOGLENET_MODEL_DIR} "googlenet.tar.gz") +inference_analysis_api_test_with_fake_data_run(test_analyzer_googlenet ${IMG_CLASS_TEST_APP} + ${GOOGLENET_MODEL_DIR} false) # resnet50 -inference_analysis_api_test_with_fake_data(test_analyzer_resnet50 - "${INFERENCE_DEMO_INSTALL_DIR}/resnet50" analyzer_resnet50_tester.cc "resnet50_model.tar.gz" true) +set(RESNET50_MODEL_DIR "${INFERENCE_DEMO_INSTALL_DIR}/resnet50") +download_data(${RESNET50_MODEL_DIR} "resnet50_model.tar.gz") +inference_analysis_api_test_with_fake_data_run(test_analyzer_resnet50 ${IMG_CLASS_TEST_APP} + ${RESNET50_MODEL_DIR} true) # mobilenet with depthwise_conv op -inference_analysis_api_test_with_fake_data(test_analyzer_mobilenet_depthwise_conv - "${INFERENCE_DEMO_INSTALL_DIR}/mobilenet_depthwise_conv" analyzer_resnet50_tester.cc "mobilenet_model.tar.gz" false) +set(MOBILENET_MODEL_DIR "${INFERENCE_DEMO_INSTALL_DIR}/mobilenet_depthwise_conv") +download_data(${MOBILENET_MODEL_DIR} "mobilenet_model.tar.gz") +inference_analysis_api_test_with_fake_data_run(test_analyzer_mobilenet_depthwise_conv ${IMG_CLASS_TEST_APP} + ${MOBILENET_MODEL_DIR} false) -# int8 image classification tests +### INT8 tests if(WITH_MKLDNN) + set(INT8_DATA_DIR "${INFERENCE_DEMO_INSTALL_DIR}/int8v2") - if (NOT EXISTS ${INT8_DATA_DIR}) - inference_download_and_uncompress(${INT8_DATA_DIR} "${INFERENCE_URL}/int8" "imagenet_val_100_tail.tar.gz") - endif() - - if (NOT EXISTS ${INT8_DATA_DIR}/pascalvoc_data.bin) - inference_download_and_uncompress(${INT8_DATA_DIR} "${INFERENCE_URL}/int8" "pascalvoc_val_200_head.tar.gz") - endif() + + ### Image classification tests set(IMAGENET_DATA_PATH "${INT8_DATA_DIR}/data.bin") - set(PASCALVOC_DATA_PATH "${INT8_DATA_DIR}/pascalvoc_data.bin") + set(INT8_IMG_CLASS_TEST_APP "test_analyzer_int8_image_classification") + set(INT8_IMG_CLASS_TEST_APP_SRC "analyzer_int8_image_classification_tester.cc") + + # download dataset if necessary + download_int8_data(${INT8_DATA_DIR} "imagenet_val_100_tail.tar.gz") - #resnet50 int8 + # build test binary to be used in subsequent tests + inference_analysis_api_int8_test_build(${INT8_IMG_CLASS_TEST_APP} ${INT8_IMG_CLASS_TEST_APP_SRC}) + + # resnet50 int8 set(INT8_RESNET50_MODEL_DIR "${INT8_DATA_DIR}/resnet50") - if (NOT EXISTS ${INT8_RESNET50_MODEL_DIR}) - inference_download_and_uncompress(${INT8_RESNET50_MODEL_DIR} "${INFERENCE_URL}/int8" "resnet50_int8_model.tar.gz" ) - endif() - inference_analysis_api_int8_test(test_analyzer_int8_resnet50 ${INT8_RESNET50_MODEL_DIR} ${IMAGENET_DATA_PATH} analyzer_int8_image_classification_tester.cc) - - #mobilenet int8 - set(INT8_MOBILENET_MODEL_DIR "${INT8_DATA_DIR}/mobilenet") - if (NOT EXISTS ${INT8_MOBILENET_MODEL_DIR}) - inference_download_and_uncompress(${INT8_MOBILENET_MODEL_DIR} "${INFERENCE_URL}/int8" "mobilenetv1_int8_model.tar.gz" ) - endif() - inference_analysis_api_int8_test(test_analyzer_int8_mobilenet ${INT8_MOBILENET_MODEL_DIR} ${IMAGENET_DATA_PATH} analyzer_int8_image_classification_tester.cc) + download_int8_data(${INT8_RESNET50_MODEL_DIR} "resnet50_int8_model.tar.gz" ) + inference_analysis_api_int8_test_run(test_analyzer_int8_resnet50 ${INT8_IMG_CLASS_TEST_APP} ${INT8_RESNET50_MODEL_DIR} ${IMAGENET_DATA_PATH}) + + # mobilenetv1 int8 + set(INT8_MOBILENETV1_MODEL_DIR "${INT8_DATA_DIR}/mobilenetv1") + download_int8_data(${INT8_MOBILENETV1_MODEL_DIR} "mobilenetv1_int8_model.tar.gz" ) + inference_analysis_api_int8_test_run(test_analyzer_int8_mobilenetv1 ${INT8_IMG_CLASS_TEST_APP} ${INT8_MOBILENETV1_MODEL_DIR} ${IMAGENET_DATA_PATH}) - #mobilenetv2 int8 + # mobilenetv2 int8 set(INT8_MOBILENETV2_MODEL_DIR "${INT8_DATA_DIR}/mobilenetv2") - if (NOT EXISTS ${INT8_MOBILENETV2_MODEL_DIR}) - inference_download_and_uncompress(${INT8_MOBILENETV2_MODEL_DIR} "${INFERENCE_URL}/int8" "mobilenet_v2_int8_model.tar.gz" ) - endif() - inference_analysis_api_int8_test(test_analyzer_int8_mobilenetv2 ${INT8_MOBILENETV2_MODEL_DIR} ${IMAGENET_DATA_PATH} analyzer_int8_image_classification_tester.cc) + download_int8_data(${INT8_MOBILENETV2_MODEL_DIR} "mobilenet_v2_int8_model.tar.gz" ) + inference_analysis_api_int8_test_run(test_analyzer_int8_mobilenetv2 ${INT8_IMG_CLASS_TEST_APP} ${INT8_MOBILENETV2_MODEL_DIR} ${IMAGENET_DATA_PATH}) - #resnet101 int8 + # resnet101 int8 set(INT8_RESNET101_MODEL_DIR "${INT8_DATA_DIR}/resnet101") - if (NOT EXISTS ${INT8_RESNET101_MODEL_DIR}) - inference_download_and_uncompress(${INT8_RESNET101_MODEL_DIR} "${INFERENCE_URL}/int8" "Res101_int8_model.tar.gz" ) - endif() - inference_analysis_api_int8_test(test_analyzer_int8_resnet101 ${INT8_RESNET101_MODEL_DIR} ${IMAGENET_DATA_PATH} analyzer_int8_image_classification_tester.cc) + download_int8_data(${INT8_RESNET101_MODEL_DIR} "Res101_int8_model.tar.gz" ) + inference_analysis_api_int8_test_run(test_analyzer_int8_resnet101 ${INT8_IMG_CLASS_TEST_APP} ${INT8_RESNET101_MODEL_DIR} ${IMAGENET_DATA_PATH}) - #vgg16 int8 + # vgg16 int8 set(INT8_VGG16_MODEL_DIR "${INT8_DATA_DIR}/vgg16") - if (NOT EXISTS ${INT8_VGG16_MODEL_DIR}) - inference_download_and_uncompress(${INT8_VGG16_MODEL_DIR} "${INFERENCE_URL}/int8" "VGG16_int8_model.tar.gz" ) - endif() - inference_analysis_api_int8_test(test_analyzer_int8_vgg16 ${INT8_VGG16_MODEL_DIR} ${IMAGENET_DATA_PATH} analyzer_int8_image_classification_tester.cc) + download_int8_data(${INT8_VGG16_MODEL_DIR} "VGG16_int8_model.tar.gz" ) + inference_analysis_api_int8_test_run(test_analyzer_int8_vgg16 ${INT8_IMG_CLASS_TEST_APP} ${INT8_VGG16_MODEL_DIR} ${IMAGENET_DATA_PATH}) - #vgg19 int8 + # vgg19 int8 set(INT8_VGG19_MODEL_DIR "${INT8_DATA_DIR}/vgg19") - if (NOT EXISTS ${INT8_VGG19_MODEL_DIR}) - inference_download_and_uncompress(${INT8_VGG19_MODEL_DIR} "${INFERENCE_URL}/int8" "VGG19_int8_model.tar.gz" ) - endif() - inference_analysis_api_int8_test(test_analyzer_int8_vgg19 ${INT8_VGG19_MODEL_DIR} ${IMAGENET_DATA_PATH} analyzer_int8_image_classification_tester.cc) + download_int8_data(${INT8_VGG19_MODEL_DIR} "VGG19_int8_model.tar.gz" ) + inference_analysis_api_int8_test_run(test_analyzer_int8_vgg19 ${INT8_IMG_CLASS_TEST_APP} ${INT8_VGG19_MODEL_DIR} ${IMAGENET_DATA_PATH}) - #googlenet int8 + # googlenet int8 set(INT8_GOOGLENET_MODEL_DIR "${INT8_DATA_DIR}/googlenet") - if (NOT EXISTS ${INT8_GOOGLENET_MODEL_DIR}) - inference_download_and_uncompress(${INT8_GOOGLENET_MODEL_DIR} "${INFERENCE_URL}/int8" "GoogleNet_int8_model.tar.gz" ) - endif() - inference_analysis_api_int8_test(test_analyzer_int8_googlenet ${INT8_GOOGLENET_MODEL_DIR} ${IMAGENET_DATA_PATH} analyzer_int8_image_classification_tester.cc SERIAL) - - #mobilenet-ssd int8 model - set(INT8_MOBILENET_SSD_MODEL_DIR "${INT8_DATA_DIR}/mobilenet-ssd") - if (NOT EXISTS ${INT8_MOBILENET_SSD_MODEL_DIR}) - inference_download_and_uncompress(${INT8_MOBILENET_SSD_MODEL_DIR} "${INFERENCE_URL}/int8" "mobilenet_ssd_int8_model.tar.gz" ) - endif() - inference_analysis_api_int8_test(test_analyzer_int8_mobilenet_ssd ${INT8_MOBILENET_SSD_MODEL_DIR} ${PASCALVOC_DATA_PATH} analyzer_int8_object_detection_tester.cc) + download_int8_data(${INT8_GOOGLENET_MODEL_DIR} "GoogleNet_int8_model.tar.gz" ) + inference_analysis_api_int8_test_run(test_analyzer_int8_googlenet ${INT8_IMG_CLASS_TEST_APP} ${INT8_GOOGLENET_MODEL_DIR} ${IMAGENET_DATA_PATH}) + + ### Object detection models + set(PASCALVOC_DATA_PATH "${INT8_DATA_DIR}/pascalvoc_data.bin") + set(INT8_OBJ_DETECT_TEST_APP "test_analyzer_int8_object_detection") + set(INT8_OBJ_DETECT_TEST_APP_SRC "analyzer_int8_object_detection_tester.cc") + + # download dataset if necessary + download_int8_data(${INT8_DATA_DIR} "pascalvoc_val_100_head.tar.gz") + + # build test binary to be used in subsequent tests + inference_analysis_api_int8_test_build(${INT8_OBJ_DETECT_TEST_APP} ${INT8_OBJ_DETECT_TEST_APP_SRC}) + # mobilenet-ssd int8 + set(INT8_MOBILENET_SSD_MODEL_DIR "${INT8_DATA_DIR}/mobilenet-ssd") + download_int8_data(${INT8_MOBILENET_SSD_MODEL_DIR} "mobilenet_ssd_int8_model.tar.gz" ) + inference_analysis_api_int8_test_run(test_analyzer_int8_mobilenet_ssd ${INT8_OBJ_DETECT_TEST_APP} ${INT8_MOBILENET_SSD_MODEL_DIR} ${PASCALVOC_DATA_PATH}) endif() diff --git a/paddle/fluid/inference/tests/api/analyzer_resnet50_tester.cc b/paddle/fluid/inference/tests/api/analyzer_image_classification_tester.cc similarity index 100% rename from paddle/fluid/inference/tests/api/analyzer_resnet50_tester.cc rename to paddle/fluid/inference/tests/api/analyzer_image_classification_tester.cc diff --git a/paddle/fluid/inference/tests/test.cmake b/paddle/fluid/inference/tests/test.cmake index c93c9ef2f2..444bab1b33 100644 --- a/paddle/fluid/inference/tests/test.cmake +++ b/paddle/fluid/inference/tests/test.cmake @@ -48,13 +48,35 @@ if(NOT EXISTS ${WORD2VEC_INSTALL_DIR} AND NOT WIN32) endif() set(WORD2VEC_MODEL_DIR "${WORD2VEC_INSTALL_DIR}/word2vec.inference.model") -function (inference_base_test TARGET) +function (inference_base_test_build TARGET) set(options "") set(oneValueArgs "") - set(multiValueArgs SRCS ARGS DEPS) + set(multiValueArgs SRCS DEPS) + cmake_parse_arguments(base_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) + cc_test_build(${TARGET} SRCS ${base_test_SRCS} DEPS ${base_test_DEPS}) +endfunction() + +function (inference_base_test_run TARGET) + set(options "") + set(oneValueArgs "") + set(multiValueArgs COMMAND ARGS) cmake_parse_arguments(base_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) if(WITH_GPU) set(mem_opt "--fraction_of_gpu_memory_to_use=0.5") endif() - cc_test(${TARGET} SRCS ${base_test_SRCS} DEPS ${base_test_DEPS} ARGS ${mem_opt} ${base_test_ARGS}) + cc_test_run(${TARGET} COMMAND ${base_test_COMMAND} ARGS ${mem_opt} ${base_test_ARGS}) endfunction() + +function (inference_base_test TARGET) + set(options "") + set(oneValueArgs "") + set(multiValueArgs SRCS ARGS DEPS) + cmake_parse_arguments(base_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) + inference_base_test_build(${TARGET} + SRCS ${base_test_SRCS} + DEPS ${base_test_DEPS}) + inference_base_test_run(${TARGET} + COMMAND ${TARGET} + ARGS ${base_test_ARGS}) +endfunction() + -- GitLab