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About Improving Blocked Matrix-Matrix Multiplication Routine by Utilizing AVX-512 Instructions On Intel Knights Landing and Xeon Scalable Processors
This document discusses improving the performance of parallel double-precision general matrix-matrix multiplication (PDGEMM) routines on Intel Knights Landing and Xeon Scalable processors. The proposed approach has two methods: 1) Improving the computational part of PDGEMM by using a blocked GEMM algorithm optimized for the architectures of these processors. 2) Adjusting communication routines with MPI to reduce communication costs and improve efficiency. Evaluation shows performance improvements for smaller matrix multiplications on SKL clusters.
Detailed Information
| Author: | ['Raziwan'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 11 |
| Language: | English |
| Format: | |
| Price: | FREE |
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