5 citations · 5 across the 2 of their papers we have counts for
3 papers
CoNST: Code Generator for Sparse Tensor Networks
Saurabh Raje, Yufan Xu, Atanas Rountev +2
Sparse tensor networks are commonly used to represent contractions over sparse tensors. Tensor contractions are higher-order analogs of matrix multiplication. Tensor networks arise…
Efficient distributed algorithms for Convolutional Neural Networks
Rui Li, Yufan Xu, Aravind Sukumaran-Rajam +2
Several efficient distributed algorithms have been developed for matrix-matrix multiplication: the 3D algorithm, the 2D SUMMA algorithm, and the 2.5D algorithm. Each of these algor…
Beyond Reuse Distance Analysis: Dynamic Analysis for Characterization of Data Locality Potential
Naznin Fauzia, Venmugil Elango, Mahesh Ravishankar +5
Emerging computer architectures will feature drastically decreased flops/byte (ratio of peak processing rate to memory bandwidth) as highlighted by recent studies on Exascale archi…