SODA-OPT an MLIR based flow for co-design and high-level synthesis

Author:

Agostini Nicolas Bohm1,Curzel Serena2,Kaeli David1,Tumeo Antonino3

Affiliation:

1. Northeastern University

2. Politecnico di Milano, Milan, Italy

3. Pacific Northwest National Laboratory

Publisher

ACM

Reference5 articles.

1. J. Appleyard and S. Yokim. 2017. Programming Tensor Cores in CUDA 9. https://developer.nvidia.com/blog/programming-tensor-cores-cuda-9/ J. Appleyard and S. Yokim. 2017. Programming Tensor Cores in CUDA 9. https://developer.nvidia.com/blog/programming-tensor-cores-cuda-9/

2. F. Ferrandi V. G. Castellana S. Curzel P. Fezzardi M. Fiorito M. Lattuada M. Minutoli C. Pilato and A. Tumeo. 2021. Bambu: an Open-Source Research Framework for the High-Level Synthesis of Complex Applications. In DAC. ACM 1327--1330. F. Ferrandi V. G. Castellana S. Curzel P. Fezzardi M. Fiorito M. Lattuada M. Minutoli C. Pilato and A. Tumeo. 2021. Bambu: an Open-Source Research Framework for the High-Level Synthesis of Complex Applications. In DAC. ACM 1327--1330.

3. N.P. Jouppi C. Young N. Patil D. Patterson G. Agrawal R. Bajwa S. Bates S. Bhatia N. Boden A. Borchers etal 2017. In-datacenter performance analysis of a tensor processing unit. In ISCA. ACM 1--12. N.P. Jouppi C. Young N. Patil D. Patterson G. Agrawal R. Bajwa S. Bates S. Bhatia N. Boden A. Borchers et al. 2017. In-datacenter performance analysis of a tensor processing unit. In ISCA . ACM 1--12.

4. C. Lattner , M. Amini , U. Bondhugula , A. Cohen , A. Davis , J. Pienaar , R. Riddle , T. Shpeisman , N. Vasilache , and O. Zinenko . 2021 . MLIR: Scaling compiler infrastructure for domain specific computation. In CGO. ACM, 2--14. C. Lattner, M. Amini, U. Bondhugula, A. Cohen, A. Davis, J. Pienaar, R. Riddle, T. Shpeisman, N. Vasilache, and O. Zinenko. 2021. MLIR: Scaling compiler infrastructure for domain specific computation. In CGO. ACM, 2--14.

5. Pouchet L. and others. 2021. PolyBench/C 4.2.1. https://web.cse.ohio-state.edu/~pouchet.2/software/polybench/ Pouchet L. and others. 2021. PolyBench/C 4.2.1. https://web.cse.ohio-state.edu/~pouchet.2/software/polybench/

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