Flexagon: A Multi-dataflow Sparse-Sparse Matrix Multiplication Accelerator for Efficient DNN Processing
Francisco Muñoz-Martínez, Raveesh Garg, Michael Pellauer, José Luis Abellán, Manuel E. Acacio, Tushar Krishna
Abstract
Sparsity is a growing trend in modern DNN models.
Topics & Concepts
DataflowComputer scienceSparse matrixMultiplication (music)Parallel computingMatrix multiplicationComputer architectureComputational scienceArtificial intelligenceMathematicsQuantumGaussianCombinatoricsQuantum mechanicsPhysicsAdvanced Memory and Neural ComputingParallel Computing and Optimization TechniquesStochastic Gradient Optimization Techniques