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Microsoft uses FPGAs for Deep Learning. Source: https://techcrunch.com/2017/08/22/microsoft-brainwave-aims-to-accelerate-deep-learning-with-fpgas/ https://tech

• twtw 9y ago
  ... for inference. I don't know of anyone who takes training on FPGAs seriously. They tend to get crushed by GPU/TPU/other ASIC in throughput, perf/watt, and perf/$.
  • p1esk 9y ago
    Training on FPGAs starts to make a lot of sense when you consider low bit precision computation (e.g. DoReFa-Net).