Exploration of Unary Arithmetic-Based Matrix Multiply Units for Low Precision DL Accelerators
This study compares uGEMM, tuGEMM, and tubGEMM with conventional binary GEMM for integer inference. It evaluates post-synthesis tradeoffs across bit widths and matrix sizes and analyzes weight sparsity in eight CNNs and LLaMA 2.