Microsoft presented the following slide as part of their Brainwave presentation at Hot Chips this summer: In existing inferencing solutions, high throughput (and high % utilization of the hardware) is ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Cory Benfield discusses the evolution of ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Cory Benfield discusses the evolution of ...

There’s huge interest in implementing neural-network inference at “the edge,” anything outside of data centers, in all sorts of devices from cars to cameras. However, so far, very little actual ...

TensorRT-LLM adds a slew of new performance-enhancing features to all NVIDIA GPUs. Just ahead of the next round of MLPerf benchmarks, NVIDIA has announced a new TensorRT software for Large Language ...

The second edition of the research firm’s InferenceMAX benchmark, now known as InferenceX, saw Nvidia’s GB300 NVL72 system as ...

There are almost a dozen vendors promoting inferencing IP, but none of them gives even a ResNet-50 benchmark. The only information they state typically is TOPS (Tera-Operations/Second) and TOPS/Watt.

The shift from training-focused to inference-focused economics is fundamentally restructuring cloud computing and forcing ...