How should I verify the speedup effect of the algorithm?

IST-DASLab / gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

https://arxiv.org/abs/2210.17323

Apache License 2.0

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How should I verify the speedup effect of the algorithm? #38

Open moonlightian opened 1 year ago

moonlightian commented 1 year ago

Hi~ Thank you for your great works! It seems that GPTQ would lead to significant speedups for end-to-end inference. But after quantizing INT8 BLOOM-7B with GPTQ, I found it twice slower than FP16 model. How could I make it speedup as shown in paper?