Key Insights from this Paper
– L-Mul achieves higher precision than 8-bit float operations with less computation
– Potential 95% energy reduction for element-wise tensor multiplications
– 80% energy reduction for dot products compared to 8-bit float operations
– Can be integrated into existing models without additional training