Semiconductor Engineering

ResNet-50 Does Not Predict Inference Throughput For MegaPixel Neural Network Models

Customers are considering applications for AI inference and want to evaluate multiple inference accelerators. As we discussed last month, TOPS do NOT correlate with inference throughput and you should ...
Semiconductor Engineering

Use Inference Benchmarks Similar To Your Application

If an Inference IP supplier or Inference Accelerator Chip supplier offers a benchmark, it is probably ResNet-50. As a result, it might seem logical to use ResNet-50 to compare inference offerings. If ...