#---------------------------------------------------------------------------- # Copyright (c) 2021 Arm Limited. All rights reserved. # SPDX-License-Identifier: Apache-2.0 # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. #---------------------------------------------------------------------------- # If the path to a directory or source file has been defined, # get the type here (FILEPATH or PATH): if (DEFINED ${use_case}_FILE_PATH) get_path_type(${${use_case}_FILE_PATH} PATH_TYPE) # Set the default type if path is not a dir or file path (or undefined) if (NOT ${PATH_TYPE} STREQUAL PATH AND NOT ${PATH_TYPE} STREQUAL FILEPATH) message(FATAL_ERROR "Invalid ${use_case}_FILE_PATH. It should be a dir or file path.") endif() else() # Default is a directory path set(PATH_TYPE PATH) endif() message(STATUS "${use_case}_FILE_PATH is of type: ${PATH_TYPE}") USER_OPTION(${use_case}_FILE_PATH "Directory with custom image files to use, or path to a single image, in the evaluation application" ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/samples/ ${PATH_TYPE}) USER_OPTION(${use_case}_IMAGE_SIZE "Square image size in pixels. Images will be resized to this size." 224 STRING) USER_OPTION(${use_case}_LABELS_TXT_FILE "Labels' txt file for the chosen model" ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/labels/labels_mobilenet_v2_1.0_224.txt FILEPATH) # Generate input files generate_images_code("${${use_case}_FILE_PATH}" ${SRC_GEN_DIR} ${INC_GEN_DIR} "${${use_case}_IMAGE_SIZE}") # Generate labels file set(${use_case}_LABELS_CPP_FILE Labels) generate_labels_code( INPUT "${${use_case}_LABELS_TXT_FILE}" DESTINATION_SRC ${SRC_GEN_DIR} DESTINATION_HDR ${INC_GEN_DIR} OUTPUT_FILENAME "${${use_case}_LABELS_CPP_FILE}" ) USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen model" 0x00200000 STRING) # If there is no tflite file pointed to if (NOT DEFINED ${use_case}_MODEL_TFLITE_PATH) set(MODEL_RESOURCES_DIR ${DOWNLOAD_DEP_DIR}/${use_case}) file(MAKE_DIRECTORY ${MODEL_RESOURCES_DIR}) set(MODEL_FILENAME mobilenet_v2_1.0_224_quantized_1_default_1.tflite) set(DEFAULT_MODEL_PATH ${MODEL_RESOURCES_DIR}/${MODEL_FILENAME}) # Download the default model set(ZOO_COMMON_SUBPATH "models/image_classification/mobilenet_v2_1.0_224/tflite_uint8") set(ZOO_MODEL_SUBPATH "${ZOO_COMMON_SUBPATH}/${MODEL_FILENAME}") download_file_from_modelzoo(${ZOO_MODEL_SUBPATH} ${DEFAULT_MODEL_PATH}) if (ETHOS_U55_ENABLED) message(STATUS "Ethos-U55 is enabled, but the model downloaded is not optimized by vela. " "To use Ethos-U55 acceleration, optimise the downloaded model and pass it " "as ${use_case}_MODEL_TFLITE_PATH to the CMake configuration.") endif() # If the target platform is native if (${TARGET_PLATFORM} STREQUAL native) # Download test vectors set(ZOO_TEST_IFM_SUBPATH "${ZOO_COMMON_SUBPATH}/testing_input/input/0.npy") set(ZOO_TEST_OFM_SUBPATH "${ZOO_COMMON_SUBPATH}/testing_output/output/0.npy") set(${use_case}_TEST_IFM ${MODEL_RESOURCES_DIR}/ifm0.npy CACHE FILEPATH "Input test vector for ${use_case}") set(${use_case}_TEST_OFM ${MODEL_RESOURCES_DIR}/ofm0.npy CACHE FILEPATH "Input test vector for ${use_case}") download_file_from_modelzoo(${ZOO_TEST_IFM_SUBPATH} ${${use_case}_TEST_IFM}) download_file_from_modelzoo(${ZOO_TEST_OFM_SUBPATH} ${${use_case}_TEST_OFM}) set(TEST_SRC_GEN_DIR ${CMAKE_BINARY_DIR}/generated/${use_case}/tests/src) set(TEST_INC_GEN_DIR ${CMAKE_BINARY_DIR}/generated/${use_case}/tests/include) file(MAKE_DIRECTORY ${TEST_SRC_GEN_DIR} ${TEST_INC_GEN_DIR}) # Generate test data files to be included in x86 tests generate_test_data_code( INPUT_DIR "${DOWNLOAD_DEP_DIR}/${use_case}" DESTINATION_SRC ${TEST_SRC_GEN_DIR} DESTINATION_HDR ${TEST_INC_GEN_DIR} USECASE "${use_case}") endif() else() set(DEFAULT_MODEL_PATH "N/A") endif() USER_OPTION(${use_case}_MODEL_TFLITE_PATH "NN models file to be used in the evaluation application. Model files must be in tflite format." ${DEFAULT_MODEL_PATH} FILEPATH ) # Generate model file generate_tflite_code( MODEL_PATH ${${use_case}_MODEL_TFLITE_PATH} DESTINATION ${SRC_GEN_DIR} )