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  • Pytorch Hyperparameter Optimization on TPUs

    Making Pytorch-XLA play nice with Ray Tune

    Posted on Mar 31, 2022

  • The randomized truncated SVD

    Orː How I learned to stop worrying and love the possibility of failure

    Posted on Jun 10, 2021

  • From Scratchː Neural Network Inference on FPGAs – Part 2

    A baseline implementation for fully connected networks

    Posted on May 10, 2021

  • From Scratchː Neural Network Inference on FPGAs – Part 1

    How to build FPGA applications on AWS

    Posted on May 9, 2021