Custom High-Performance Vector Code Generation for Data-Specific Sparse Computations

Author:

Horro Marcos1,Pouchet Louis-Noël2,Rodríguez Gabriel1,Touriño Juan1

Affiliation:

1. Universidade da Coruña, A Coruña, Spain

2. Colorado State University

Funder

National Science Foundation

Xunta de Galicia

Ministry of Science and Innovation, Spain

Ministry of Education, Spain

Publisher

ACM

Reference46 articles.

1. A. Abel and J. Reineke . 2019. uops.info: Characterizing Latency, Throughput, and Port Usage of Instructions on Intel Microarchitectures . In Intl. Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS . Providence, RI, USA, 673--686. A. Abel and J. Reineke. 2019. uops.info: Characterizing Latency, Throughput, and Port Usage of Instructions on Intel Microarchitectures. In Intl. Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS. Providence, RI, USA, 673--686.

2. uiCA: Accurate Throughput Prediction of Basic Blocks on Recent Intel Microarchitectures. In Proceedings of the 36th ACM International Conference on Supercomputing;Abel A.;ICS. Virtual Event, USA,2022

3. A. Ashari , N. Sedaghati , J. Eisenlohr , S. Parthasarathy , and P. Sadayappan . 2014 . Fast Sparse Matrix-vector Multiplication on GPUs for Graph Applications. In Intl. Conference for High Performance Computing, Networking, Storage and Analysis, SC . New Orleans, LA, USA, 781--792. A. Ashari, N. Sedaghati, J. Eisenlohr, S. Parthasarathy, and P. Sadayappan. 2014. Fast Sparse Matrix-vector Multiplication on GPUs for Graph Applications. In Intl. Conference for High Performance Computing, Networking, Storage and Analysis, SC. New Orleans, LA, USA, 781--792.

4. T. Augustine , J. Sarma , L.-N. Pouchet , and G. Rodríguez . 2019. Generating piecewise-regular code from irregular structures . In Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, PLDI. 625--639 . T. Augustine, J. Sarma, L.-N. Pouchet, and G. Rodríguez. 2019. Generating piecewise-regular code from irregular structures. In Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, PLDI. 625--639.

5. N. Bell and M. Garland. 2008. Efficient Sparse Matrix-Vector Multiplication on CUDA. NVIDIA Technical Report NVR-2008-004. NVIDIA Corporation. N. Bell and M. Garland. 2008. Efficient Sparse Matrix-Vector Multiplication on CUDA. NVIDIA Technical Report NVR-2008-004. NVIDIA Corporation.

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