Feb 17, 2021 · We present AutoSA, an end-to-end compilation framework for generating systolic arrays on FPGA. AutoSA is based on the polyhedral framework.
To relieve users from the manual iterative trial-and-error process, we present AutoSA, an end-to-end compilation framework for generating systolic arrays on ...
Duration: 19:38
Posted: Jul 28, 2021
Posted: Jul 28, 2021
AutoSA is an end-to-end systolic array compiler based on the polyhedral model. It takes algorithms in high-level programming languages (C) as inputs.
This work presents AutoSA, an end-to-end compilation framework for generating systolic arrays on FPGA, based on the polyhedral framework.
AutoSA [22] is a polyhedral-based compilation framework that generates monolithic systolic array designs for dense matrices. Sextans and Serpens [23,24] are ...
May 12, 2021 · Extract polyhedral model from the source code. Examine if the target program can be mapped to systolic array. Construct and optimize PE arrays.
AutoSA: A Polyhedral Compiler for High-Performance Systolic Arrays on FPGA. Main menu. Home · People · Projects · Publications · Preprints · Software · News ...
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May 12, 2021 · AutoSA[1], an end-to-end compilation framework for generating systolic arrays on FPGA. AutoSA is based on the polyhedral framework, and further ...
AutoSA: A polyhedral compiler for high-performance systolic arrays on FPGA. J Wang, L Guo, J Cong. The 2021 ACM/SIGDA International Symposium on Field ...