import subprocess from pathlib import Path from colorama import Fore, Style from subprocess_utils import run_command_with_reporter def compile_with_raptor(network_path, raptor_onnx_path: Path, output_base: Path, crossbar_size, crossbar_count, cwd=None, reporter=None): # Define the arguments, with the possibility to set crossbar size and count args = [ network_path, "-o", output_base, "--maccel=PIM", "--EmitPimCodegen", # "--use-experimental-conv-impl=true", f"--crossbar-size={crossbar_size}", f"--crossbar-count={crossbar_count}", ] try: run_command_with_reporter( [str(raptor_onnx_path)] + [str(arg) for arg in args], cwd=cwd, reporter=reporter, ) if reporter is None: print(Fore.GREEN + "Raptor execution successful" + Style.RESET_ALL) except subprocess.CalledProcessError: if reporter is None: print(Fore.RED + "Raptor execution failed" + Style.RESET_ALL) raise