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ggml-qnn: add Qualcomm QNN(Qualcomm Neural Network,aka Qualcomm AI Engine Direct) backend #6869

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ggml-qnn: add Qualcomm QNN(Qualcomm Neural Network,aka Qualcomm AI Engine Direct) backend #6869

wants to merge 17 commits into from

Commits on Apr 24, 2024

  1. ggml: add Qualcomm QNN(Qualcomm Neural Network,aka Qualcomm AI Engine… 

    … Direct) backend
    @zhouwg
    zhouwg committed Apr 24, 2024
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Commits on Jun 5, 2024

  1. ggml: add Qualcomm QNN(Qualcomm Neural Network,aka Qualcomm AI Engine… 

    … Direct) backend
    @zhouwg
    zhouwg committed Jun 5, 2024
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  2. rebase

    @zhouwg
    zhouwg committed Jun 5, 2024
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  3. refine ggml-qnn-ut program and script to make reviewers happy

    @zhouwg
    zhouwg committed Jun 5, 2024
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  4. review: replace external declaration with NDK header file

    @zhouwg
    zhouwg committed Jun 5, 2024
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Commits on Jun 6, 2024

  1. add supportive of quantize data type Q8_0

    @zhouwg
    zhouwg committed Jun 6, 2024
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  2. review: remove unused QNN helper functions

    @zhouwg
    zhouwg committed Jun 6, 2024
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Commits on Jun 7, 2024

  1. ggml-qnn: remove static global vars to support multi-instance simulta… 

    …neously
    @zhouwg
    zhouwg committed Jun 7, 2024
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  2. review: remove static global vars to support multi-instance simultane… 

    …ously and thread safe
    @zhouwg
    zhouwg committed Jun 7, 2024
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Commits on Jun 8, 2024

  1. review: put qnn's internal log inside preprocessor diretive

    @zhouwg
    zhouwg committed Jun 8, 2024
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  2. review: code format using clang-format + manually modification accord… 

    …ing to review comments
    @zhouwg
    zhouwg committed Jun 8, 2024
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Commits on Jun 9, 2024

  1. review: fix a memory leak introduced by review modification which exp… 

    …lained in #1
    @zhouwg
    zhouwg committed Jun 9, 2024
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  2. npu: probe htp info and capacity of rpc ion memory

    @zhouwg
    zhouwg committed Jun 9, 2024
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Commits on Jun 10, 2024

  1. ggml-qnn: refine source code of ggml-qnn.cpp to make reviewer more happy

    @zhouwg
    zhouwg committed Jun 10, 2024
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Commits on Jun 11, 2024

  1. ggml-qnn: refine ggml inference using QNN NPU

    @zhouwg
    zhouwg committed Jun 11, 2024
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Commits on Jun 12, 2024

  1. ggml-qnn: refine ggml inference using QNN NPU

    @zhouwg
    zhouwg committed Jun 12, 2024
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Commits on Jun 13, 2024

  1. review: make a MVP(Minimum Viable PR) style PR in upstream

    @zhouwg
    zhouwg committed Jun 13, 2024
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