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Posted to dev@tvm.apache.org by hyperfraise <no...@github.com> on 2020/09/14 15:14:20 UTC

Re: [apache/incubator-tvm] [RFC] 3D model support (#4009)

Do you guys know if we have the same speedups than with 2d conv networks like resnet 50 8 bit quantized vs FP32 / 16 ? Is the full range of optimizations available for this ?

In comparison, TensorRT doesn't support 8 bit quantization (and other optimizations) for 3d operations, so the speedup is tiny compared to FP16.

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