Abstract: We present a Mathematics of Arrays (MoA) and ψ-calculus derivation of the memory-optimal operational normal form for ELLPACK sparse matrix-vector multiplication (SpMV) on GPUs. Under the ...

Faculty of Materials Science and Chemistry, China University of Geosciences, Wuhan 430074, China ...

Abstract: With the advancement of Artificial Intelligence (AI), the reliability of AI accelerators has become increasingly critical. Moreover, sparse matrix multiplication has become a fundamental ...

LinkedIn has filed a lawsuit against Delaware company ProAPIs Inc. and its founder and CTO, Rehmat Alam, for allegedly scraping legitimate data through more than a ...

Ever wonder why ChatGPT slows down during long conversations? The culprit is a fundamental mathematical challenge: Processing long sequences of text requires massive computational resources, even with ...

Researchers at DeepSeek on Monday released a new experimental model called V3.2-exp, designed to have dramatically lower inference costs when used in long-context operations. DeepSeek announced the ...

According to DeepSeek (@deepseek_ai), the company has launched DeepSeek-V3.2-Exp, an experimental AI model built on the V3.1-Terminus architecture. This release introduces DeepSeek Sparse Attention ...

Institute of Natural Sciences, Westlake Institute for Advanced Study, Hangzhou, Zhejiang 310024, China Department of Chemistry, School of Science, Westlake University, Hangzhou, Zhejiang 310030, China ...