Tobias Grosser

According to our database, Tobias Grosser authored at least 58 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Guided Equality Saturation.

Thomas Koehler, Andrés Goens, Siddharth Bhat, Tobias Grosser, Phil Trinder, Michel Steuwer

Proc. ACM Program. Lang., January, 2024

A shared compilation stack for distributed-memory parallelism in stencil DSLs.

George Bisbas, Anton Lydike, Emilien Bauer, Nick Brown, Mathieu Fehr, Lawrence Mitchell, Gabriel Rodriguez-Canal, Maurice Jamieson, Paul H. J. Kelly, Michel Steuwer, Tobias Grosser

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Sidekick compilation with xDSL.

Mathieu Fehr, Michel Weber, Christian Ulmann, Alexandre Lopoukhine, Martin Lücke, Théo Degioanni, Michel Steuwer, Tobias Grosser

CoRR, 2023

Stencil-HMLS: A multi-layered approach to the automatic optimisation of stencil codes on FPGA.

Gabriel Rodriguez-Canal, Nick Brown, Maurice Jamieson, Emilien Bauer, Anton Lydike, Tobias Grosser

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Fortran performance optimisation and auto-parallelisation by leveraging MLIR-based domain specific abstractions in Flang.

Nick Brown, Maurice Jamieson, Anton Lydike, Emilien Bauer, Tobias Grosser

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

PetaOps/W edge-AI $\mu$ Processors: Myth or reality?

Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Friedemann Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, Sam Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

mlirSynth: Automatic, Retargetable Program Raising in Multi-Level IR Using Program Synthesis.

Alexander Brauckmann, Elizabeth Polgreen, Tobias Grosser, Michael F. P. O'Boyle

Proceedings of the 32nd International Conference on Parallel Architectures and Compilation Techniques, 2023

2022

Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration.

Marcin Copik, Tobias Grosser, Torsten Hoefler, Paolo Bientinesi, Benjamin Berkels

IEEE Trans. Parallel Distributed Syst., 2022

OCC: An Automated End-to-End Machine Learning Optimizing Compiler for Computing-In-Memory.

Adam Siemieniuk, Lorenzo Chelini, Asif Ali Khan, Jerónimo Castrillón, Andi Drebes, Henk Corporaal, Tobias Grosser, Martin Kong

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

CONVOLVE: Smart and seamless design of smart edge processors.

Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal

CoRR, 2022

TensorFlow as a DSL for stencil-based computation on the Cerebras Wafer Scale Engine.

Nick Brown, Brandon Echols, Justs Zarins, Tobias Grosser

CoRR, 2022

MOM: Matrix Operations in MLIR.

Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi, Marcin Copik, Tobias Grosser, Daniele G. Spampinato

CoRR, 2022

IRDL: an IR definition language for SSA compilers.

Mathieu Fehr, Jeff Niu, River Riddle, Mehdi Amini, Zhendong Su, Tobias Grosser

Proceedings of the PLDI '22: 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation, San Diego, CA, USA, June 13, 2022

Metamorphic Fuzzing of C++ Libraries.

Andrei Lascu, Alastair F. Donaldson, Tobias Grosser, Torsten Hoefler

Proceedings of the 15th IEEE Conference on Software Testing, Verification and Validation, 2022

Exploring the Suitability of the Cerebras Wafer Scale Engine for Stencil-Based Computation Codes.

Nick Brown, Brandon Echols, Justs Zarins, Tobias Grosser

Proceedings of the Euro-Par 2022: Parallel Processing Workshops, 2022

Lambda the Ultimate SSA: Optimizing Functional Programs in SSA.

Siddharth Bhat, Tobias Grosser

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2022

QSSA: an SSA-based IR for Quantum computing.

Anurudh Peduri, Siddharth Bhat, Tobias Grosser

Proceedings of the CC '22: 31st ACM SIGPLAN International Conference on Compiler Construction, Seoul, South Korea, April 2, 2022

QRANE: lifting QASM programs to an affine IR.

Blake Gerard, Tobias Grosser, Martin Kong

Proceedings of the CC '22: 31st ACM SIGPLAN International Conference on Compiler Construction, Seoul, South Korea, April 2, 2022

Understanding and exploiting optimal function inlining.

Theodoros Theodoridis, Tobias Grosser, Zhendong Su

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Domain-Specific Multi-Level IR Rewriting for GPU: The Open Earth Compiler for GPU-accelerated Climate Simulation.

Tobias Gysi, Christoph Müller, Oleksandr Zinenko, Stephan Herhut, Eddie Davis, Tobias Wicky, Oliver Fuhrer, Torsten Hoefler, Tobias Grosser

ACM Trans. Archit. Code Optim., 2021

FPL: fast Presburger arithmetic through transprecision.

Arjun Pitchanathan, Christian Ulmann, Michel Weber, Torsten Hoefler, Tobias Grosser

Proc. ACM Program. Lang., 2021

LoopOpt: Declarative Transformations Made Easy.

Lorenzo Chelini, Martin Kong, Tobias Grosser, Henk Corporaal

Proceedings of the SCOPES '21: 24th International Workshop on Software and Compilers for Embedded Systems, Eindhoven, The Netherlands, November 1, 2021

Extracting clean performance models from tainted programs.

Marcin Copik, Alexandru Calotoiu, Tobias Grosser, Nicolas Wicki, Felix Wolf, Torsten Hoefler

Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

Cross-domain compilation: exploiting synergies across the CS community (keynote).

Tobias Grosser

Proceedings of the VMIL 2021: Proceedings of the 13th ACM SIGPLAN International Workshop on Virtual Machines and Intermediate Languages, 2021

Dreaming up Metamorphic Relations: Experiences from Three Fuzzer Tools.

Andrei Lascu, Matt Windsor, Alastair F. Donaldson, Tobias Grosser, John Wickerson

Proceedings of the 6th IEEE/ACM International Workshop on Metamorphic Testing, 2021

Progressive Raising in Multi-level IR.

Lorenzo Chelini, Andi Drebes, Oleksandr Zinenko, Albert Cohen, Nicolas Vasilache, Tobias Grosser, Henk Corporaal

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2021

2020

Optimization Approach to Accelerator Codesign.

Nirmal Prajapati, Sanjay V. Rajopadhye, Hristo N. Djidjev, Nandakishore Santhi, Tobias Grosser, Rumen Andonov

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Polyhedral Compilation for Racetrack Memories.

Asif Ali Khan, Hauke Mewes, Tobias Grosser, Torsten Hoefler, Jerónimo Castrillón

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Declarative Loop Tactics for Domain-specific Optimization.

Lorenzo Chelini, Oleksandr Zinenko, Tobias Grosser, Henk Corporaal

ACM Trans. Archit. Code Optim., 2020

Fast linear programming through transprecision computing on small and sparse data.

Tobias Grosser, Theodoros Theodoridis, Maximilian Falkenstein, Arjun Pitchanathan, Michael Kruse, Manuel Rigger, Zhendong Su, Torsten Hoefler

Proc. ACM Program. Lang., 2020

Domain-Specific Multi-Level IR Rewriting for GPU.

Tobias Gysi, Christoph Müller, Oleksandr Zinenko, Stephan Herhut, Eddie Davis, Tobias Wicky, Oliver Fuhrer, Torsten Hoefler, Tobias Grosser

CoRR, 2020

Compiling Neural Networks for a Computational Memory Accelerator.

Kornilios Kourtis, Martino Dazzi, Nikolas Ioannou, Tobias Grosser, Abu Sebastian, Evangelos Eleftheriou

CoRR, 2020

LLHD: a multi-level intermediate representation for hardware description languages.

Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini

Proceedings of the 41st ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2020

Mixed-data-model heterogeneous compilation and OpenMP offloading.

Andreas Kurth, Koen Wolters, Björn Forsberg, Alessandro Capotondi, Andrea Marongiu, Tobias Grosser, Luca Benini

Proceedings of the CC '20: 29th International Conference on Compiler Construction, 2020

Automatic Generation of Multi-Objective Polyhedral Compiler Transformations.

Lorenzo Chelini, Tobias Gysi, Tobias Grosser, Martin Kong, Henk Corporaal

Proceedings of the PACT '20: International Conference on Parallel Architectures and Compilation Techniques, 2020

2019

A fast analytical model of fully associative caches.

Tobias Gysi, Tobias Grosser, Laurin Brandner, Torsten Hoefler

Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2019

Efficient hierarchical online-autotuning: a case study on polyhedral accelerator mapping.

Philip Pfaffe, Tobias Grosser, Martin Peter Tillmann

Proceedings of the ACM International Conference on Supercomputing, 2019

Absinthe: Learning an Analytical Performance Model to Fuse and Tile Stencil Codes in One Shot.

Tobias Gysi, Tobias Grosser, Torsten Hoefler

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018

High-Performance Generalized Tensor Operations: A Compiler-Oriented Approach.

Roman Gareev, Tobias Grosser, Michael Kruse

ACM Trans. Archit. Code Optim., 2018

DeLICM: scalar dependence removal at zero memory cost.

Michael Kruse, Tobias Grosser

Proceedings of the 2018 International Symposium on Code Generation and Optimization, 2018

Modeling the conflicting demands of parallelism and Temporal/Spatial locality in affine scheduling.

Oleksandr Zinenko, Sven Verdoolaege, Chandan Reddy, Jun Shirako, Tobias Grosser, Vivek Sarkar, Albert Cohen

Proceedings of the 27th International Conference on Compiler Construction, 2018

2017

Accelerator Codesign as Non-Linear Optimization.

Nirmal Prajapati, Sanjay V. Rajopadhye, Hristo N. Djidjev, Nandakishore Santhi, Tobias Grosser, Rumen Andonov

CoRR, 2017

Simple, Accurate, Analytical Time Modeling and Optimal Tile Size Selection for GPGPU Stencils.

Nirmal Prajapati, Waruna Ranasinghe, Sanjay V. Rajopadhye, Rumen Andonov, Hristo N. Djidjev, Tobias Grosser

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

Optimistic loop optimization.

Johannes Doerfert, Tobias Grosser, Sebastian Hack

Proceedings of the 2017 International Symposium on Code Generation and Optimization, 2017

2016

Polly-ACC Transparent compilation to heterogeneous hardware.

Tobias Grosser, Torsten Hoefler

Proceedings of the 2016 International Conference on Supercomputing, 2016

2015

Polyhedral AST Generation Is More Than Scanning Polyhedra.

Tobias Grosser, Sven Verdoolaege, Albert Cohen

ACM Trans. Program. Lang. Syst., 2015

Runtime pointer disambiguation.

Péricles Alves, Fabian Gruber, Johannes Doerfert, Alexandros Lamprineas, Tobias Grosser, Fabrice Rastello, Fernando Magno Quintão Pereira

Proceedings of the 2015 ACM SIGPLAN International Conference on Object-Oriented Programming, 2015

MODESTO: Data-centric Analytic Optimization of Complex Stencil Programs on Heterogeneous Architectures.

Tobias Gysi, Tobias Grosser, Torsten Hoefler

Proceedings of the 29th ACM on International Conference on Supercomputing, 2015

Optimistic Delinearization of Parametrically Sized Arrays.

Tobias Grosser, Jagannathan Ramanujam, Louis-Noël Pouchet, P. Sadayappan, Sebastian Pop

Proceedings of the 29th ACM on International Conference on Supercomputing, 2015

PENCIL: A Platform-Neutral Compute Intermediate Language for Accelerator Programming.

Riyadh Baghdadi, Ulysse Beaugnon, Albert Cohen, Tobias Grosser, Michael Kruse, Chandan Reddy, Sven Verdoolaege, Adam Betts, Alastair F. Donaldson, Jeroen Ketema, Javed Absar, Sven van Haastregt, Alexey Kravets, Anton Lokhmotov, Robert David, Elnar Hajiyev

Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015

2014

A decoupled approach to high-level loop optimization : tile shapes, polyhedral building blocks and low-level compilers. (Une approche découplée pour l'optimization de boucle à haut niveau).

Tobias Grosser

PhD thesis, 2014

The Relation Between Diamond Tiling and Hexagonal Tiling.

Tobias Grosser, Sven Verdoolaege, Albert Cohen, P. Sadayappan

Parallel Process. Lett., 2014

A framework for enhancing data reuse via associative reordering.

Kevin Stock, Martin Kong, Tobias Grosser, Louis-Noël Pouchet, Fabrice Rastello, J. Ramanujam, P. Sadayappan

Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

Hybrid Hexagonal/Classical Tiling for GPUs.

Tobias Grosser, Albert Cohen, Justin Holewinski, P. Sadayappan, Sven Verdoolaege

Proceedings of the 12th Annual IEEE/ACM International Symposium on Code Generation and Optimization, 2014

2013

PENCIL: Towards a Platform-Neutral Compute Intermediate Language for DSLs

Riyadh Baghdadi, Albert Cohen, Serge Guelton, Sven Verdoolaege, Jun Inoue, Tobias Grosser, Georgia Kouveli, Alexey Kravets, Anton Lokhmotov, Cedric Nugteren, Fraser Waters, Alastair F. Donaldson

CoRR, 2013

Split tiling for GPUs: automatic parallelization using trapezoidal tiles.

Tobias Grosser, Albert Cohen, Paul H. J. Kelly, J. Ramanujam, P. Sadayappan, Sven Verdoolaege

Proceedings of the 6th Workshop on General Purpose Processor Using Graphics Processing Units, 2013

2012

Polly - Performing Polyhedral Optimizations on a Low-Level Intermediate Representation.

Tobias Grosser, Armin Größlinger, Christian Lengauer

Parallel Process. Lett., 2012

2010

Determining optimal features for emotion recognition from speech by applying an evolutionary algorithm.

David Philippou-Hübner, Bogdan Vlasenko, Tobias Grosser, Andreas Wendemuth

Proceedings of the INTERSPEECH 2010, 2010