Anand Venkat

21 papers A* 2A 4Misc 1Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2021 — conf
Predictive data locality optimization for higher-order tensor computations.
MAPS@PLDI
Tharindu Rusira Patabandi, Anand Venkat, Abhishek Kulkarni, Pushkar Ratnalikar, Mary W. Hall, Justin Gottschlich
2020 J jnl
Context-Aware Parse Trees.
CoRR
Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Paul Petersen, Jesmin Jahan Tithi, Tim Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich
2020 A conf
Harnessing Deep Learning via a Single Building Block.
IPDPS
Evangelos Georganas, Kunal Banerjee, Dhiraj D. Kalamkar, Sasikanth Avancha, Anand Venkat, Michael J. Anderson, Greg Henry, Hans Pabst, Alexander Heinecke
2020 J jnl
MISIM: An End-to-End Neural Code Similarity System.
CoRR
Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Nesime Tatbul, Jesmin Jahan Tithi, Paul Petersen, Timothy G. Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich
2019 J jnl
High-Performance Deep Learning via a Single Building Block.
CoRR
Evangelos Georganas, Kunal Banerjee, Dhiraj D. Kalamkar, Sasikanth Avancha, Anand Venkat, Michael J. Anderson, Greg Henry, Hans Pabst, Alexander Heinecke
2019 — conf
ISA mapper: a compute and hardware agnostic deep learning compiler.
CF
Matthew Sotoudeh, Anand Venkat, Michael J. Anderson, Evangelos Georganas, Alexander Heinecke, Jason Knight
2019 — conf
SWIRL++ : Evaluating Performance Models to Guide Code Transformation in Convolutional Neural Networks.
LCPC
Tharindu Rusira Patabandi, Anand Venkat, Rajkishore Barik, Mary W. Hall
2019 J jnl
SWIRL: High-performance many-core CPU code generation for deep neural networks.
Int. J. High Perform. Comput. Appl.
Anand Venkat, Tharindu Rusira, Raj Barik, Mary W. Hall, Leonard Truong
2019 A* conf
Sparse computation data dependence simplification for efficient compiler-generated inspectors.
PLDI
Mahdi Soltan Mohammadi, Tomofumi Yuki, Kazem Cheshmi, Eddie C. Davis, Mary W. Hall, Maryam Mehri Dehnavi, Payal Nandy, Catherine Olschanowsky, Anand Venkat, Michelle Mills Strout
2018 — conf
Extending Index-Array Properties for Data Dependence Analysis.
LCPC
Mahdi Soltan Mohammadi, Kazem Cheshmi, Maryam Mehri Dehnavi, Anand Venkat, Tomofumi Yuki, Michelle Mills Strout
2018 J jnl
ISA Mapper: A Compute and Hardware Agnostic Deep Learning Compiler.
CoRR
Matthew Sotoudeh, Anand Venkat, Michael J. Anderson, Evangelos Georganas, Alexander Heinecke, Jason Knight
2018 J jnl
Sparse Matrix Code Dependence Analysis Simplification at Compile Time.
CoRR
Mahdi Soltan Mohammadi, Kazem Cheshmi, Ganesh Gopalakrishnan, Mary W. Hall, Maryam Mehri Dehnavi, Anand Venkat, Tomofumi Yuki, Michelle Mills Strout
2016 — —
An Integrated Compiler and Runtime Framework for Sparse Matrix Codes.
Anand Venkat
2016 A conf
Automating wavefront parallelization for sparse matrix computations.
SC
Anand Venkat, Mahdi Soltan Mohammadi, Jongsoo Park, Hongbo Rong, Rajkishore Barik, Michelle Mills Strout, Mary W. Hall
2016 — conf
Compiler Transformation to Generate Hybrid Sparse Computations.
IA3@SC
Huihui Zhang, Anand Venkat, Mary W. Hall
2016 — conf
Optimizing LOBPCG: Sparse Matrix Loop and Data Transformations in Action.
LCPC
Khalid Ahmad, Anand Venkat, Mary W. Hall
2016 A conf
Synchronization Trade-Offs in GPU Implementations of Graph Algorithms.
IPDPS
Rashid Kaleem, Anand Venkat, Sreepathi Pai, Mary W. Hall, Keshav Pingali
2015 A* conf
Loop and data transformations for sparse matrix code.
PLDI
Anand Venkat, Mary W. Hall, Michelle Strout
2014 A conf
Non-affine Extensions to Polyhedral Code Generation.
CGO
Anand Venkat, Manu Shantharam, Mary W. Hall, Michelle Mills Strout
2013 Misc conf
Compiler generation and autotuning of communication-avoiding operators for geometric multigrid.
HiPC
Protonu Basu, Anand Venkat, Mary W. Hall, Samuel Williams, Brian van Straalen, Leonid Oliker
2013 J jnl
Towards making autotuning mainstream.
Int. J. High Perform. Comput. Appl.
Protonu Basu, Mary W. Hall, Malik Murtaza Khan, Suchit Maindola, Saurav Muralidharan, Shreyas Ramalingam, Axel Rivera, Manu Shantharam, Anand Venkat