On: SparseDNN: Fast Sparse Deep Learning Inference on CPUs (Stanford)

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I asked the author to compare the NN-512 dense convolver (https://NN-512.com) in his benchmark, as an alternative to Intel's closed source OpenVINO

Neural Magic (https://neuralmagic.com/) is also doing very sophisticated sparse convolution (closed source) on CPUs, and they benchmark against NN-512

Neural Magic achieves astonishing performance by exploiting sparsity