Abstract: The NVIDIA Volta GPU microarchitecture introduces a specialized unit, called Tensor Core that performs one matrix-multiply-and-accumulate on 4x4 matrices per clock cycle. The NVIDIA Tesla ...

Abstract: High-performance sparse matrix-matrix (SpMM) multiplication is paramount for science and industry, as the ever-increasing sizes of data prohibit using dense data structures. Yet, existing ...

AMD and Intel have now published a full technical specification for ACE — AI Compute Extensions — the most significant overhaul to x86 AI compute in the architecture's history, co-authored by eight ...

AI infrastructure startup Tensordyne has taped out its first commercial accelerator, with fabrication on TSMC's 3nm process ...

Optimal Software Pipelining and Warp Specialization for Tensor Core GPUs Rupanshu Soi, Rohan Yadav, Fredrik Kjolstad, and Alex Aiken, Stanford University; Maryam Mehri Dehnavi, Michael Garland, and ...

Right off the bat, let’s give a shout out to the mathematician propeller-heads who create the transformations that make it possible to do all kinds of high performance computing to simulate, model, ...

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For years, DIY enthusiasts viewed the sub-seven-hundred-dollar desktop as the ultimate gateway into PC gaming. You could carefully select an entry-level processor, pair it with an affordable graphics ...

AI anthropomorphism is a documented crisis in LLM science: a new Microsoft paper found more than half of 300 studies assumed ...

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