PyTorch 2.15 makes a rewritten NCCL backend the default, adding a flight recorder and faster recovery so one bad GPU won't ...

Ironwood serves tokens up to 34% cheaper than Blackwell but waits longer for the first token. Who should switch?

On Monday, Amazon Web Services released a tool called TorchNeuron that lets AI startups easily move their AI apps onto Amazon’s AI chip, Trainium. In doing so, Amazon is also taking a direct stab at ...

Deep learning is transforming the way we approach complex problems in various fields, from image recognition to natural language processing. Among the tools available to researchers and developers, ...

Amazon’s new software could make switching AI chips easier. Nvidia’s earnings may face little immediate pressure, but its valuation could be another story.

AMD highlighted AI training, inference, and performance optimization at PyTorch Conference 2026, emphasizing ROCm software ...

Have you ever been told, "This model won't fit on our GPU"?This is the first wall you hit when trying to run AI locally. The model is too large to fit into your local memory. Even if it does fit, it's ...