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如何安装和配置DeepEP的开发环境?

2025-09-05 1.3 K

Preparation of the basic environment

  • hardware requirement:NVIDIA H800等支持NVLink/RDMA的GPU
  • network requirement:InfiniBand 400Gb/s以上
  • software dependency:CUDA 11+/NCCL/Python 3.8+

Step-by-step installation guide

  1. 克隆源码库:git clone https://github.com/deepseek-ai/DeepEP.git
  2. 安装修改版NVSHMEM(需应用补丁文件)
  3. 执行编译:make生成内核文件
  4. Setting environment variables:
    • export NVSHMEM_IB_SL=0
    • export NVSHMEM_ENABLE_ADAPTIVE_ROUTING=1(限低延迟模式)

Verify Installation

Run the test script:python tests/test_low_latency.py

预期输出应包含:

  • All-to-all通信成功标志
  • 各GPU间的带宽测试结果
  • 时延统计信息

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