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. Ludi Akue discusses how the tech sector’s ...
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 ...
FriendliAI — founded by the researcher behind continuous batching, the technique at the core of vLLM — is launching ...
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 ...
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 AI boom shows no signs of slowing, but while training gets most of the headlines, it’s inferencing where the real business impact happens. Every time a chatbot answers, a fraud alert triggers or a ...