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CUDA_DEVICE_MAX_CONNECTIONS

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16:30

2026-09-25

leimao.github.io

ai-infrastructure

CUDA Device Max Connections

NVIDIA's CUDA_DEVICE_MAX_CONNECTIONS environment variable defaults to 8 concurrent hardware connections to the GPU, capping real concurrency regardless of how many CUDA streams a developer creates, ac…

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