Common benchmarks like ResNet-50 generally have much higher throughput with large batch sizes than with batch size =1. For example, the Nvidia Tesla T4 has 4x the throughput at batch=32 than when it ...
Most neural network chips and IP talk about ResNet-50 benchmarks (image classification at 224×224 pixels). But we find that the number one neural network of interest for most customers is real-time ...
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