TransferEngine enables GPU-to-GPU communication across AWS and Nvidia hardware, allowing trillion-parameter models to run on older systems. Perplexity AI has released an open-source software tool that ...

An AI Accelerator is a deep learning or neural processor created specifically for inference and to improve the performance of an AI task. While Graphics Processing Units (GPUs) are the most common ...

New algorithms will fine-tune the performance of Nvidia Spectrum-X systems used to connect GPUs across multiple servers and even between data centers. Nvidia wants to make long-haul GPU-to-GPU ...

Perplexity has unveiled research on leveraging older Nvidia GPUs for large-scale AI model execution. Titled RDMA Point-to-Point Communication for LLM Systems, the paper examines how to run dense ...

What if you could train massive machine learning models in half the time without compromising performance? For researchers and developers tackling the ever-growing complexity of AI, this isn’t just a ...