import argparse import sys sys.path.append(".") from base_classes import ControlNetBenchmark, ControlNetSDXLBenchmark # noqa: E402 if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument( "--ckpt", type=str, default="lllyasviel/sd-controlnet-canny", choices=["lllyasviel/sd-controlnet-canny", "diffusers/controlnet-canny-sdxl-1.0"], ) parser.add_argument("--batch_size", type=int, default=1) parser.add_argument("--num_inference_steps", type=int, default=50) parser.add_argument("--model_cpu_offload", action="store_true") parser.add_argument("--run_compile", action="store_true") args = parser.parse_args() benchmark_pipe = ( ControlNetBenchmark(args) if args.ckpt == "lllyasviel/sd-controlnet-canny" else ControlNetSDXLBenchmark(args) ) benchmark_pipe.benchmark(args)