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Despite that, tensor cores need information to carry out computations on. Streaming Multiprocessors operates their tensor cores in parallel and add part of the tiles into tensor core registries. Modern GPUs are based mostly on tensor cores which might be capable of multiplying 4x4 matrices in one operation which is blazing quick. From Shared Memory to Tensor Core Registries. So any bottlenecks in data loading flow would result in suboptimal utilization of tensor cores, no matter how many of them you've in your GPU.
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