measure_mac.py

import argparse
import torch

from common import flops_calculation_function

if __name__ == '__main__':
    parser = argparse.ArgumentParser()
    parser.add_argument(
        "--model-path",
        type=str,
        help="Path to models checkpoint (.pth file).",
    )
    args = parser.parse_args()

    checkpoint = torch.load(args.model_path, map_location="cpu")
    model = checkpoint["model"]

    flops = flops_calculation_function(model, torch.ones(1, 3, 480, 480))

    print(f"MMACs = {flops}")