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 ...
Abstract: Sparse Matrix Multiplication (SpMM) is a crucial algorithm in modern platforms such as Artificial Intelligence (AI), Graph Neural Network (GNN), Graph Convolutional Network (GCN), and neural ...
* @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 ...
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 ...
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