GitHub

Rooba8925/Python---Parallel-Matrix-Multiplication-

Overview: This project demonstrates the performance comparison between Sequential Matrix Multiplication and Parallel Matrix Multiplication using Python. The main objective is to show how parallel ...
marktechpost

Google AI Introduces STATIC: A Sparse Matrix Framework Delivering 948x Faster Constrained Decoding for LLM Based Generative Retrieval

In industrial recommendation systems, the shift toward Generative Retrieval (GR) is replacing traditional embedding-based nearest neighbor search with Large Language Models (LLMs). These models ...
GitHub

csr_matrix_utils.hpp

* @param this_offsets CSR row offsets for 'this' matrix * @param this_indices CSR column indices for 'this' matrix * @param this_values CSR values for 'this' matrix ...
IEEE

Matrix Reshaping for Reduced Sensing Cost and Improved Data Inference in Sparse Mobile Sensing Environments

Abstract: Mobile crowd sensing (MCS) has emerged as a promising sensing paradigm with the widespread adoption of smartphones. However, one of the key bottlenecks in MCS lies in the high sensing cost ...
IEEE

Vectorization of Narrow Matrix Multiplication for Ascend AI Inference Acceleration

Abstract: This research proposes and evaluates a novel approach to optimizing matrix multiplication (MatMul) on Huawei Ascend NPUs, motivated by a key insight: during matrix-vector multiplication ...