[WIP]Enable HQQ on Intel GPU. #2593
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#Results of meta-llama/Llama-3.1-8B-Instruct with hqq on NVIDIA-A100 GPU:
awq-uint4-128-hqq Results: {'perplexity': {'perplexity': 10.027016639709473, 'prediction_time': 0.45032348843802394}}
#Results of meta-llama/Llama-3.1-8B-Instruct with hqq on Intel GPU:
awq-uint4-128-hqq Results: {'perplexity': {'perplexity': 10.033121109008789, 'prediction_time': 0.12133108240313234}}