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Bruce-Lee-LY (Bruce-Lee-LY) · GitHub

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  1. cuda_auto_tune cuda_auto_tune Public

    NCU-driven iterative optimization workflow for CUDA/CUTLASS/Triton/CuTe DSL kernels.

    Python 25 3

  2. decoding_attention decoding_attention Public

    Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.

    C++ 48 4

  3. cuda_hgemm cuda_hgemm Public

    Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

    Cuda 569 92

  4. cuda_hook cuda_hook Public

    Hooked CUDA-related dynamic libraries by using automated code generation tools.

    C 173 48

  5. cuda_hgemv cuda_hgemv Public

    Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.

    Cuda 76 9

  6. flash_attention_inference flash_attention_inference Public

    Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.

    C++ 46 7

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