I. INTRODUCTION

II. VISION TRANSFORMER MODEL ARCHITECTURE AND PERFORMANCE ANALYSIS

III. FUNDAMENTALS OF QUANTIZATION

IV. MODEL QUANTIZATION FOR VITS

V. HARDWARE ACCELERATION FOR QUANTIZED VIT

VI. CONCLUSIONS AND FUTURE DIRECTIONS