Benchmark Quantization

This repository contains tools and scripts for benchmarking various quantization methods in deep learning.

Environment Setup

# Create and activate conda environment
conda create -n quant_bench python=3.11
conda activate quant_bench

# Install required packages
pip install -r requirements.txt

Note: Please check the requirements.txt file for detailed package dependencies.

Usage

python benchmark.py --model [model_name] --dataset [dataset_name]

Results

Performance metrics and comparisons will be documented here.

License

MIT License