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Predicting GPU Performance for Multi-Model Inference

Determining if a GPU can handle multiple AI models at a target FPS is complex due to factors like FLOPs, memory bandwidth, CUDA streams, and SM occupancy. Current benchmarks don't provide a clear answer, making it hard to predict performance.

Computing & Technology, Computer Science, Artificial Intelligence