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#----------------------------------------------------------------------------
# SPDX-FileCopyrightText: Copyright 2021 Arm Limited and/or its affiliates <open-source-office@arm.com>
# 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.
#----------------------------------------------------------------------------
# Append the API to use for this use case
list(APPEND ${use_case}_API_LIST "inference_runner")
USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen model"
0x00200000
STRING)
generate_default_input_code(${INC_GEN_DIR})
if (ETHOS_U_NPU_ENABLED)
set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/dnn_s_quantized_vela_${ETHOS_U_NPU_CONFIG_ID}.tflite)
else()
set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/dnn_s_quantized.tflite)
endif()
if (NOT TARGET_PLATFORM STREQUAL native)
USER_OPTION(
${use_case}_DYNAMIC_MEM_LOAD_ENABLED
"Allow dynamically loading model and ifm at runtime (valid for FVP only)"
OFF
BOOL)
endif()
# For non-native targets, for use with the FVPs only.
if (${${use_case}_DYNAMIC_MEM_LOAD_ENABLED})
message(STATUS "NOTE: Dynamic memory load enabled. This ${use_case} application will run on FVP only.")
if (NOT DEFINED DYNAMIC_MODEL_BASE AND DEFINED DYNAMIC_MODEL_SIZE)
message(FATAL_ERROR "${TARGET_PLATFORM} does not support dynamic load for model files.")
else()
set(${use_case}_COMPILE_DEFS
"DYNAMIC_MODEL_BASE=${DYNAMIC_MODEL_BASE};DYNAMIC_MODEL_SIZE=${DYNAMIC_MODEL_SIZE}")
endif()
if (DEFINED DYNAMIC_IFM_BASE AND DEFINED DYNAMIC_IFM_SIZE)
string(APPEND ${use_case}_COMPILE_DEFS
";DYNAMIC_IFM_BASE=${DYNAMIC_IFM_BASE};DYNAMIC_IFM_SIZE=${DYNAMIC_IFM_SIZE}")
else()
message(WARNING "${TARGET_PLATFORM} does not support dynamic load for input tensors.")
endif()
if (DEFINED DYNAMIC_OFM_BASE AND DEFINED DYNAMIC_OFM_SIZE)
string(APPEND ${use_case}_COMPILE_DEFS
";DYNAMIC_OFM_BASE=${DYNAMIC_OFM_BASE};DYNAMIC_OFM_SIZE=${DYNAMIC_OFM_SIZE}")
else()
message(WARNING "${TARGET_PLATFORM} does not support dumping of output tensors.")
endif()
else()
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}
NAMESPACE "arm" "app" "inference_runner")
endif()
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