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Interference setup and CUDA benchmarks#12

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elvingerpaul merged 93 commits into
mainfrom
benchmarking
Sep 28, 2025
Merged

Interference setup and CUDA benchmarks#12
elvingerpaul merged 93 commits into
mainfrom
benchmarking

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@elvingerpaul

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This PR merges all of our changes on the vllm repo including benchmarks into main:

  • profiling support for NSYS and NCU profiling for LLM prefill, decode and both
  • modify vllm to run in a dedicated CUDA stream
  • have an additional stream to run the interference benchmark
  • use CUDA green context for inter_sm interference to partition SMs between both vllm stream and interference stream
  • paper results + plotting scripts

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👋 Hi! Thank you for contributing to the vLLM project.

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@elvingerpaul elvingerpaul merged commit c5e2819 into main Sep 28, 2025
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2 participants