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CMakeLists.txt
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CMakeLists.txt
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# Copyright (c) 2022 GreenWaves Technologies SAS
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# 1. Redistributions of source code must retain the above copyright notice,
# this list of conditions and the following disclaimer.
# 2. Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution.
# 3. Neither the name of GreenWaves Technologies SAS nor the names of its
# contributors may be used to endorse or promote products derived from
# this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
cmake_minimum_required(VERSION 3.16)
###############################################################################
# Application related definitions
###############################################################################
set(TARGET_NAME "efficientnet_lite")
set(MAIN efficientnet_lite.c)
###############################################################################
# CMake pre initialization
###############################################################################
include($ENV{GAP_SDK_HOME}/utils/cmake/setup.cmake)
set(APP_MSG_PREFIX "[${BoldRed}${TARGET_NAME}${ColourReset}]")
###############################################################################
# Application's kconfig options
###############################################################################
if (DEFINED CONFIG_MODEL_TFLITE)
message(STATUS "${APP_MSG_PREFIX} >> EfficientNet TFLITE <<")
set(CONFIG_NNTOOL_SCRIPT_PATH models/nntool_script_q)
set(CONFIG_NNTOOL_MODEL_QUANTIZED y)
set(MODEL_EXTENSION _int8_2.tflite)
if (MODEL_SIZE EQUAL 0)
set(IMAGE_SIZE 224)
elseif(MODEL_SIZE EQUAL 1)
set(IMAGE_SIZE 240)
elseif(MODEL_SIZE EQUAL 2)
set(IMAGE_SIZE 260)
elseif(MODEL_SIZE EQUAL 3)
set(IMAGE_SIZE 280)
elseif(MODEL_SIZE EQUAL 4)
set(IMAGE_SIZE 300)
endif()
elseif(DEFINED CONFIG_MODEL_ONNX)
message(STATUS "${APP_MSG_PREFIX} >> EfficientNet ONNX <<")
set(CONFIG_NNTOOL_SCRIPT_PATH models/nntool_script)
set(MODEL_EXTENSION .onnx)
set(IMAGE_SIZE 224)
set(NNTOOL_IMAGE_TARGET ${CMAKE_CURRENT_BINARY_DIR}/images)
add_custom_command(
COMMENT "Linking Images in the build directory"
OUTPUT ${CMAKE_CURRENT_BINARY_DIR}/images
DEPENDS ${CMAKE_CURRENT_SOURCE_DIR}/images
COMMAND ln -s ${CMAKE_CURRENT_SOURCE_DIR}/images ${CMAKE_CURRENT_BINARY_DIR}
)
else()
message(ERROR "Choose between tflite and onnx model type")
endif()
set(IMAGE images/ILSVRC2012_val_00011158_${IMAGE_SIZE}.ppm)
set(MODEL_NAME efficientnet-lite${CONFIG_MODEL_SIZE}${MODEL_EXTENSION})
set(CONFIG_NNTOOL_MODEL_PATH models/${MODEL_NAME})
if(DEFINED CONFIG_MODEL_NE16)
message(STATUS "${APP_MSG_PREFIX} >> Building NE16 EfficientNet model <<")
set(CONFIG_NNTOOL_SCRIPT_PATH "${CONFIG_NNTOOL_SCRIPT_PATH}_ne16")
set(TRANSPOSE_2CHW 0)
list(APPEND TARGET_PREPROCESSOR -DMODEL_NE16)
set(CI_CLASS 42)
elseif(DEFINED CONFIG_MODEL_SQ8_HWC)
message(STATUS "${APP_MSG_PREFIX} >> Building SQ8 HWC EfficientNet model <<")
set(TRANSPOSE_2CHW 0)
set(CI_CLASS 42)
elseif(DEFINED CONFIG_MODEL_SQ8)
message(STATUS "${APP_MSG_PREFIX} >> Building SQ8 EfficientNet model <<")
set(TRANSPOSE_2CHW 1)
set(CI_CLASS 42)
endif()
if(NOT CONFIG_PERF_CI EQUAL 0)
list(APPEND TARGET_PREPROCESSOR -DPERF_CI=${CONFIG_PERF_CI})
endif()
###############################################################################
# NNTool Variables
###############################################################################
if (CONFIG_USE_PRIVILEGED_MRAM)
message(STATUS "Selected MRAM Privileged flash")
list(APPEND NNTOOLSCRIPT_FLAGS -DMODEL_SEC_L3_FLASH=AT_MEM_L3_MRAMFLASH)
else()
list(APPEND NNTOOLSCRIPT_FLAGS -DMODEL_SEC_L3_FLASH=)
endif()
autotiler_define_gen_names(${TARGET_NAME})
nntool_setup(${TARGET_NAME})
autotiler_setup(${TARGET_NAME})
###############################################################################
# Application dependencies
###############################################################################
list(APPEND TARGET_SRCS ${MAIN}
${CNN_LIB}
${COMMON_MODEL_BUILDDIR}/${KERNEL_C}
)
list(APPEND TARGET_INCS -I${TILER_INC}
-I${TILER_EMU_INC}
-I${GAP_SDK_HOME}/libs/gap_lib/include
${CNN_LIB_INCLUDE}
-I${COMMON_MODEL_BUILDDIR}
-I${CMAKE_CURRENT_SOURCE_DIR}
-I${GAP_SDK_HOME}/utils/power_meas_utils)
list(APPEND TARGET_CFLAGS -O3)
math(EXPR FREQ_CL_MHZ "${CONFIG_FREQUENCY_CLUSTER}/1000/1000")
math(EXPR FREQ_FC_MHZ "${CONFIG_FREQUENCY_FC}/1000/1000")
math(EXPR FREQ_PE_MHZ "${CONFIG_FREQUENCY_PERIPH}/1000/1000")
list(APPEND TARGET_PREPROCESSOR -DPERF
-DAT_MODEL_PREFIX=${MODEL_PREFIX}
-DSTACK_SIZE=${CONFIG_CL_MASTER_CORE_STACK_SIZE}
-DSLAVE_STACK_SIZE=${CONFIG_CL_SLAVE_CORE_STACK_SIZE}
-DAT_IMAGE=${CMAKE_CURRENT_SOURCE_DIR}/${IMAGE}
-DAT_INPUT_HEIGHT=${AT_INPUT_WIDTH}
-DAT_INPUT_WIDTH=${AT_INPUT_HEIGHT}
-DAT_INPUT_COLORS=${AT_INPUT_COLORS}
-DFREQ_CL=${FREQ_CL_MHZ}
-DFREQ_FC=${FREQ_FC_MHZ}
-DFREQ_PE=${FREQ_PE_MHZ}
-DAT_CONSTRUCT=${AT_CONSTRUCT}
-DAT_DESTRUCT=${AT_DESTRUCT}
-DAT_CNN=${AT_CNN}
-DIMAGE_SIZE=${IMAGE_SIZE}
-DTRANSPOSE_2CHW=${TRANSPOSE_2CHW}
-DMODEL_NAME=${MODEL_NAME}
-DCI_CLASS=${CI_CLASS}
)
project(${TARGET_NAME} C ASM)
add_executable(${TARGET_NAME} ${TARGET_SRCS})
target_compile_options(${TARGET_NAME} PUBLIC ${TARGET_CFLAGS}
${TARGET_INCS}
${TARGET_PREPROCESSOR})
###############################################################################
# CMake post initialization
###############################################################################
setupos(${TARGET_NAME})