Abstract: Exploiting spatial and temporal localities is investigated for efficient row-by-row parallelization of general sparse matrix-matrix multiplication (SpGEMM) operation of the form C=AB on many ...

Advanced Micro Devices, Inc. is capitalizing on AI infrastructure growth, with data center and AI accelerator segments driving revenue and margin expansion. AMD's EPYC processors and Instinct GPUs are ...

The generative AI era began for most people with the launch of OpenAI's ChatGPT in late 2022, but the underlying technology — the "Transformer" neural network architecture that allows AI models to ...

The synchronised beams pass through a tiny diffraction plate etched on the chip, performing a matrix-vector multiplication as the light waves interfere. In tests, OFE² clocked 12.5 GHz, completing one ...

This project implements high-performance single-precision matrix multiplication in NASM using SIMD instructions (xmm and ymm registers). It is designed for benchmarking and understanding ...

This repository contains the CUDA kernels for general matrix-matrix multiplication (GEMM) and the corresponding performance analysis. The correctness of the CUDA kernels is guaranteed for any matrix ...

Last week, Elon Musk’s pet large language model (LLM), called “Grok” in an outrageous affront to the legacy of Robert Heinlein, went completely off the rails. In response to prompts from Twitter/X ...

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PDC Center for High Performance Computing, KTH Royal Institute of Technology, SE-100 44 Stockholm, Sweden Division of Theoretical Chemistry and Biology, School of Engineering Sciences in Chemistry, ...