Benchmarking Deep Learning Convolutions on Energy-constrained CPUs

Enrique Galvez, Adrien Cassagne, Alix Munier +1

This work evaluates State-of-the-Art convolution algorithms for CPU-based CNN inference. Although most prior studies focus on GPUs or NPUs, CPU implementations remain comparatively…