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Measuring the GPU Occupancy of Multi-stream Workloads

Image of Nsight Systems report.

NVIDIA GPUs are becoming increasingly powerful with each new generation. This increase generally comes in two forms. Each streaming multi-processor (SM), the…Image of Nsight Systems report.

NVIDIA GPUs are becoming increasingly powerful with each new generation. This increase generally comes in two forms. Each streaming multi-processor (SM), the workhorse of the GPU, can execute instructions faster and faster, and the memory system can deliver data to the SMs at an ever-increasing pace. At the same time, the number of SMs also typically increases with each generation…

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Source:: NVIDIA

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