“The rapid growth of LLMs has revolutionized natural language processing and AI analysis, but their increasing size and memory demands present significant challenges. A common solution is to spill ...

If large language models are the foundation of a new programming model, as Nvidia and many others believe it is, then the hybrid CPU-GPU compute engine is the new general purpose computing platform.

TL;DR: Apple's new M4 Max processor features up to 16 CPU cores, 40 GPU cores, and supports up to 128GB of unified memory, offering 546GB/sec of memory bandwidth. It is claimed to be 400% faster than ...

The big picture: One of the most undisputed beneficiaries of the generative AI phenomenon has been the GPU, a chip that first made its mark as a graphics accelerator for gaming. As it happens, GPUs ...

The new NVIDIA H200 GPUs feature Micron's latest HBM3e memory, with capacities of up to 141GB per GPU with up to 4.8TB/sec of memory bandwidth. This is 1.8x more memory capacity than the HBM3 memory ...

High Bandwidth Memory (HBM) is the commonly used type of DRAM for data center GPUs like NVIDIA's H200 and AMD's MI325X. High Bandwidth Flash (HBF) is a stack of flash chips with an HBM interface. What ...