anirudh2290 commented on issue #14123: Add int8 data loader URL: https://github.com/apache/incubator-mxnet/pull/14123#issuecomment-465447728 apologies for the delay, I made an attempt on my end to make quantize use inplace optimization when in dtype is also int8. I couldnt find a way to save state in InferType to reuse it within function registered for Inplace optimization. Here is my attempt: https://github.com/anirudh2290/mxnet/commit/cc6bf9e96d982a31bb6bf953d76b2d6ce3525f22 . Also, I am not sure why input var cant be inplaced and would like to reproduce this issue at my end. Would you be able to share your current code for the inplace optimization for quantization op. If you are short on time, I think we can proceed with the quantization implementation without inplace optimization.
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