source/use_case/img_class/usecase.cmake

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#  SPDX-License-Identifier: Apache-2.0
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#  Licensed under the Apache License, Version 2.0 (the "License");
#  you may not use this file except in compliance with the License.
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#      http://www.apache.org/licenses/LICENSE-2.0
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#  distributed under the License is distributed on an "AS IS" BASIS,
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# 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}
    )