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init QNNBacked #3165

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@huangzhengxiang huangzhengxiang commented Jan 17, 2025

initialize QNNBackend setup (without source code yet).

  • add 3rd_Party library dependency and setup docs and script.
  • Add QNNBackend.hpp cpp, Backend registration.
  • Add MatMul and other basic operators.
  • Add fp32, fp16, int8 support.
  • Test MobileNetV2.
  • Milestone: Support all models in benchmark.
  • Add all LLM op support.
  • Add KV cache management unit.
  • Add LLM support.

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