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

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 ...
IEEE

Matrix - Based Encryption: A Python-Driven Approach to Data protection

Abstract: In everyday life, it is crucial to protect our data and communication. The necessity for secure message communication is not a novel concept. It has existed for a long time. Data security ...