8 bit integer quantization

I have been using pytorch to develop an object detector yet pytorch doesn’t support 8 bit int conv2d and some other cudnn functionality with integers. Would it be reasonable to use Tensor Comprehension for writing a new conv2d pytorch layer in which gets 8 bit int inputs?

appreciated

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