Function create_quantization_stats

python/src/tensor_io.py:499–512

Create an empty stats tracker dictionary for quantization metrics.

()

def create_quantization_stats():
    """Create an empty stats tracker dictionary for quantization metrics."""
    return {
        'total_tensors': 0,
        'int8_tensors': 0,
        'int4_tensors': 0,
        'fp16_tensors': 0,
        'total_parameters': 0,
        'quantized_parameters': 0,
        'mse_values': [],
        'snr_values': [],
        'cos_sim_values': [],
        'saturation_warnings': 0
    }


def print_quantization_summary(quantization_stats, args=None):