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如何安装和验证DeepGEMM?

2025-08-30 1.3 K

DeepGEMM 的安装和验证过程如下:

  1. environmental preparation::
    • 系统要求:支持 NVIDIA Hopper 架构的 GPU(如 H100)
    • 软件依赖:安装 CUDA Toolkit(建议版本 11.8 或更高)和 Python(3.8+)
    • 硬件支持:确保设备配备至少 40GB 显存的 NVIDIA GPU
  2. clone warehouse::
    git clone https://github.com/deepseek-ai/DeepGEMM.git
    cd DeepGEMM
  3. Installation of dependencies::
    pip install torch numpy
  4. Verify Installation::
    python test/deep_gemm_test.py

If the output shows normal matrix operation results, the installation is successful.

特点说明:

  • DeepGEMM 不需要额外编译,依赖即时编译技术,所有内核会在运行时自动生成
  • 安装过程极为简便,适合快速部署和集成到现有项目中

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