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Protonu Basu
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Deep learning inference in facebook data centers: Characterization, performance optimizations and hardware implications
J Park, M Naumov, P Basu, S Deng, A Kalaiah, D Khudia, J Law, P Malani, ...
arXiv preprint arXiv:1811.09886, 2018
2092018
A script-based autotuning compiler system to generate high-performance CUDA code
M Khan, P Basu, G Rudy, M Hall, C Chen, J Chame
ACM Transactions on Architecture and Code Optimization (TACO) 9 (4), 1-25, 2013
942013
An empirical roofline methodology for quantitatively assessing performance portability
C Yang, R Gayatri, T Kurth, P Basu, Z Ronaghi, A Adetokunbo, B Friesen, ...
2018 IEEE/ACM International Workshop on Performance, Portability and …, 2018
472018
Compiler-directed transformation for higher-order stencils
P Basu, M Hall, S Williams, B Van Straalen, L Oliker, P Colella
2015 IEEE International Parallel and Distributed Processing Symposium, 313-323, 2015
452015
Fbgemm: Enabling high-performance low-precision deep learning inference
D Khudia, J Huang, P Basu, S Deng, H Liu, J Park, M Smelyanskiy
arXiv preprint arXiv:2101.05615, 2021
422021
Compiler Generation and Autotuning of Communication-Avoiding Operators for Geometric Multigrid
P Basu, A Venkat, M Hall, S Williams, B Van Straalen, L Oliker
High Performance Computing, 452 - 461, 0
36*
Exploiting reuse and vectorization in blocked stencil computations on CPUs and GPUs
T Zhao, P Basu, S Williams, M Hall, H Johansen
Proceedings of the International Conference for High Performance Computing …, 2019
342019
Towards making autotuning mainstream
P Basu, M Hall, M Khan, S Maindola, S Muralidharan, S Ramalingam, ...
The International journal of high performance computing applications 27 (4 …, 2013
262013
Compiler-based code generation and autotuning for geometric multigrid on GPU-accelerated supercomputers
P Basu, S Williams, B Van Straalen, L Oliker, P Colella, M Hall
Parallel Computing 64, 50-64, 2017
222017
Snowflake: A lightweight portable stencil dsl
N Zhang, M Driscoll, C Markley, S Williams, P Basu, A Fox
2017 IEEE International Parallel and Distributed Processing Symposium …, 2017
152017
Open-sourcing FBGEMM for state-of-the-art server-side inference
DS Khudia, P Basu, S Deng
engineering. fb. com/ml-applications/fbgemm, 2018
122018
Combining polyhedral and ast transformations in chill
H Zhang, A Venkat, P Basu, M Hall
Proceedings of the Sixth International Workshop on Polyhedral Compilation …, 2016
82016
Converting Stencils to Accumulations Forcommunication-Avoiding Optimizationin Geometric Multigrid
P Basu, S Williams, B Van Straalen, L Oliker, M Hall
Proceedings of the Second Workshop on Optimizing Stencil Computations, 9-16, 2014
52014
Simd code generation for stencils on brick decompositions
T Zhao, M Hall, P Basu, S Williams, H Johansen
ACM SIGPLAN Notices 53 (1), 423-424, 2018
42018
Compiler optimizations and autotuning for stencils and geometric multigrid
P Basu
The University of Utah, 2016
32016
Automating compiler-directed autotuning for phased performance behavior
T Rusira, M Hall, P Basu
2017 IEEE International Parallel and Distributed Processing Symposium …, 2017
12017
Compiler-based code generation and autotuning for geometric multigrid on GPU-accelerated
P Basu, S Williams, B Van Straalen
2017
Polyhedral Compiler Technology in Collaboration with Autotuning Important to Domain-Specific Frameworks for HPC
M Hall, P Basu
Languages and Compilers for Parallel Computing: 29th International Workshop …, 2017
2017
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Articles 1–18