Kernel-Level Tensor Factorization for Edge Hardware Acceleration

Edge hardware environments are severely constrained by memory bandwidth and thermal dissipation limits. We demonstrate empirical benchmarks of TensorFact decomposed neural networks running optical inspection models on factory floors with zero cloud roundtrip latency.