#---------------------------------------------------------------------------- # 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. #---------------------------------------------------------------------------- USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen model" 0x00200000 STRING) if (ETHOS_U_NPU_ENABLED) set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/rnnoise_INT8_vela_${DEFAULT_NPU_CONFIG_ID}.tflite) else() set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/rnnoise_INT8.tflite) endif() USER_OPTION(${use_case}_MODEL_TFLITE_PATH "NN models file to be used in the evaluation application. Model files must be in tflite format." ${DEFAULT_MODEL_PATH} FILEPATH) USER_OPTION(${use_case}_FILE_PATH "Directory with custom WAV input files, or path to a single WAV file, to use in the evaluation application." ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/samples/ PATH_OR_FILE) USER_OPTION(${use_case}_AUDIO_RATE "Specify the target sampling rate. Default is 48000." 48000 STRING) USER_OPTION(${use_case}_AUDIO_MONO "Specify if the audio needs to be converted to mono. Default is ON." ON BOOL) USER_OPTION(${use_case}_AUDIO_OFFSET "Specify the offset to start reading after this time (in seconds). Default is 0." 0 STRING) USER_OPTION(${use_case}_AUDIO_DURATION "Specify the audio duration to load (in seconds). If set to 0 the entire audio will be processed." 0 STRING) USER_OPTION(${use_case}_AUDIO_RES_TYPE "Specify re-sampling algorithm to use. By default is 'kaiser_best'." kaiser_best STRING) USER_OPTION(${use_case}_AUDIO_MIN_SAMPLES "Specify the minimum number of samples to use. Default is 512, if the audio is shorter it will be automatically padded." 512 STRING) # Generate input files from audio wav files generate_audio_code(${${use_case}_FILE_PATH} ${SRC_GEN_DIR} ${INC_GEN_DIR} ${${use_case}_AUDIO_RATE} ${${use_case}_AUDIO_MONO} ${${use_case}_AUDIO_OFFSET} ${${use_case}_AUDIO_DURATION} ${${use_case}_AUDIO_RES_TYPE} ${${use_case}_AUDIO_MIN_SAMPLES}) set(EXTRA_MODEL_CODE "/* Model parameters for ${use_case} */" "extern const int g_FrameLength = 512" "extern const int g_FrameStride = 512" "extern const uint32_t g_NumInputFeatures = 42*1" # Single time-step input of 42 features. ) # Generate model file. generate_tflite_code( MODEL_PATH ${${use_case}_MODEL_TFLITE_PATH} DESTINATION ${SRC_GEN_DIR} EXPRESSIONS ${EXTRA_MODEL_CODE} ) # For MPS3, allow dumping of output data to memory, based on these parameters: if (TARGET_PLATFORM STREQUAL mps3) USER_OPTION(${use_case}_MEM_DUMP_BASE_ADDR "Inference output dump address for ${use_case}" 0x80000000 # DDR bank 2 STRING) USER_OPTION(${use_case}_MEM_DUMP_LEN "Inference output dump buffer size for ${use_case}" 0x00100000 # 1 MiB STRING) # Add special compile definitions for this use case files: set(${use_case}_COMPILE_DEFS "MEM_DUMP_BASE_ADDR=${${use_case}_MEM_DUMP_BASE_ADDR}" "MEM_DUMP_LEN=${${use_case}_MEM_DUMP_LEN}") file(GLOB_RECURSE SRC_FILES "${SRC_USE_CASE}/${use_case}/src/*.cpp" "${SRC_USE_CASE}/${use_case}/src/*.cc") set_source_files_properties( ${SRC_FILES} PROPERTIES COMPILE_DEFINITIONS "${${use_case}_COMPILE_DEFS}") endif()