# Ensure the ${model} is available at ${final_path}. # function(tfgetmodel model final_path) if (IS_ABSOLUTE ${model}) set(${final_path} ${model} PARENT_SCOPE) else() set(${final_path} ${CMAKE_CURRENT_SOURCE_DIR}/${model} PARENT_SCOPE) endif() endfunction() # Run the tensorflow compiler (saved_model_cli) on the saved model in the # ${model} directory, looking for the ${tag_set} tag set, and the SignatureDef # ${signature_def_key}. # Produce a pair of files called ${fname}.h and ${fname}.o in the # ${CMAKE_CURRENT_BINARY_DIR}. The generated header will define a C++ class # called ${cpp_class} - which may be a namespace-qualified class name. function(tfcompile model tag_set signature_def_key fname cpp_class) set(prefix ${CMAKE_CURRENT_BINARY_DIR}/${fname}) set(obj_file ${prefix}.o) set(hdr_file ${prefix}.h) string(TOUPPER ${fname} fname_allcaps) set(override_header ${LLVM_OVERRIDE_MODEL_HEADER_${fname_allcaps}}) set(override_object ${LLVM_OVERRIDE_MODEL_OBJECT_${fname_allcaps}}) if (EXISTS "${override_header}" AND EXISTS "${override_object}") configure_file(${override_header} ${hdr_file} COPYONLY) configure_file(${override_object} ${obj_file} COPYONLY) message("Using provided header " ${hdr_file} " and object " ${obj_file} " files for model " ${model}) else() tfgetmodel(${model} LLVM_ML_MODELS_ABSOLUTE) message("Using model at " ${LLVM_ML_MODELS_ABSOLUTE}) add_custom_command(OUTPUT ${obj_file} ${hdr_file} COMMAND "XLA_FLAGS=\"--xla_cpu_multi_thread_eigen=false\"" ${TENSORFLOW_AOT_COMPILER} aot_compile_cpu --dir ${LLVM_ML_MODELS_ABSOLUTE} --tag_set ${tag_set} --signature_def_key ${signature_def_key} --output_prefix ${prefix} --cpp_class ${cpp_class} --target_triple ${LLVM_HOST_TRIPLE} ) endif() # Aggregate the objects so that results of different tfcompile calls may be # grouped into one target. set(GENERATED_OBJS ${GENERATED_OBJS} ${obj_file} PARENT_SCOPE) set_source_files_properties(${obj_file} PROPERTIES GENERATED 1 EXTERNAL_OBJECT 1) set(GENERATED_HEADERS ${GENERATED_HEADERS} ${hdr_file} PARENT_SCOPE) set_source_files_properties(${hdr_file} PROPERTIES GENERATED 1) endfunction()