hi @zpu , some related discussions: [Quantized models are slower than float 
models on GPUs - Questions - Apache TVM 
Discuss](https://discuss.tvm.apache.org/t/quantized-models-are-slower-than-float-models-on-gpus/15271/3)





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Topic](https://discuss.tvm.apache.org/t/slower-execution-times-after-8-bit-quantization/15502/2)
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