Optimizing Sparse Matrix Multiplications for Graph Neural Networks
Shenghao Qiu, Liang You, Zheng Wang
Topics & Concepts
Computer scienceSparse matrixSpeedupComputationMatrix multiplicationGraphMatrix (chemical analysis)Iterated functionAlgorithmArtificial intelligenceTheoretical computer scienceParallel computingMathematicsComposite materialQuantum mechanicsQuantumMaterials scienceMathematical analysisPhysicsGaussianAdvanced Graph Neural NetworksGraph Theory and AlgorithmsStochastic Gradient Optimization Techniques