weight_counter.py

import yaml
import sys

def main():
    if len(sys.argv) < 2:
        print("Usage: python weight_counter.py <config.yaml>")
        sys.exit(1)

    config_path = sys.argv[1]
    
    try:
        with open(config_path, 'r', encoding='utf-8') as f:
            config = yaml.safe_load(f)
    except Exception as e:
        print(f"Error reading file: {e}")
        sys.exit(1)

    total_weight = 0.0
    count = 0

    print(f"Scanning: {config_path}...")

    if 'models' in config:
        for m in config['models']:
            # Safely get parameters -> weight, default to 0 if missing
            params = m.get('parameters', {})
            weight = params.get('weight', 0)

            # Only sum if it's a number (ignores list/gradient weights)
            if isinstance(weight, (int, float)):
                total_weight += weight
                count += 1
            else:
                print(f"  [!] Skipped non-scalar weight for: {m.get('model')}")

    print("-" * 30)
    print(f"Models Counted:   {count}")
    print(f"Total Weight Sum: {total_weight}")
    print("-" * 30)

if __name__ == "__main__":
    main()