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 ...
insideHPC

Groq AI Chip Benchmarks Leading Performance on ResNet-50 Inference

Today AI chip startup Groq announced that their new processor has achieved 21,700 inferences per second (IPS) for ResNet-50 v2 inference. Groq’s level of inference performance exceeds that of other ...
Fudzilla

Tensor Streaming Processor breaks 21,700 inferences per second

Groq, the inventor of the Tensor Streaming Processor (TSP) architecture, today announced that its processor has achieved 21,700 inferences per second (IPS) for ResNet-50 v2 inference. Groq said that ...
insideHPC

Intel Xeon Scalable Processors Set Deep Learning Performance Record on ResNet-50

Today Intel announced a deep learning performance record on image classification workloads. Intel was able to achieve 7878 images per second on ResNet-50 with its latest generation of Intel Xeon ...
EDN

MLPerf expands AI inference benchmarks, Nvidia tops all tests

Nvidia has claimed performance records with its AI computing platform in the latest round of MLPerf AI inference benchmarks. MLPerf is the industry’s independent benchmark consortium that measures AI ...