Tobias Grosser

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 60

Top Venues

Pierre and Marie Curie University, Paris, France (PHD)

Education History

Pierre and Marie Curie University, Paris, France

PHD

Publications

Arjun Pitchanathan, Kunwar Grover, Tobias Grosser
Falcon: A Scalable Analytical Cache Model. Proc. ACM Program. Lang. 8 (PLDI) (2024)
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
A shared compilation stack for distributed-memory parallelism in stencil DSLs. ASPLOS (3) (2024)
Arjun Pitchanathan, Albert Cohen, Oleksandr Zinenko, Tobias Grosser
Strided Difference Bound Matrices. CoRR (2024)
Siddharth Bhat, Alex C. Keizer, Chris Hughes, Andrés Goens, Tobias Grosser
Verifying Peephole Rewriting In SSA Compiler IRs. CoRR (2024)
Mahdi Ghorbani, Emilien Bauer, Tobias Grosser, Amir Shaikhha
Compressing Structured Tensor Algebra. CoRR (2024)
Arjun Pitchanathan, Albert Cohen, Oleksandr Zinenko, Tobias Grosser
Strided Difference Bound Matrices. CAV (1) (2024)
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
A shared compilation stack for distributed-memory parallelism in stencil DSLs. CoRR (2024)
Thomas Koehler, Andrés Goens, Siddharth Bhat, Tobias Grosser, Phil Trinder, Michel Steuwer
Guided Equality Saturation. Proc. ACM Program. Lang. 8 (POPL) (2024)
Ramon Fernández Mir, Paul B. Jackson, Siddharth Bhat, Andrés Goens, Tobias Grosser
Transforming Optimization Problems into Disciplined Convex Programming Form. CICM (2024)
Mathieu Fehr, Michel Weber, Christian Ulmann, Alexandre Lopoukhine, Martin Lücke, Théo Degioanni, Michel Steuwer, Tobias Grosser
Sidekick compilation with xDSL. CoRR (2023)
Alexander Brauckmann, Elizabeth Polgreen, Tobias Grosser, Michael F. P. O'Boyle
mlirSynth: Automatic, Retargetable Program Raising in Multi-Level IR using Program Synthesis. CoRR (2023)
Nick Brown, Maurice Jamieson, Anton Lydike, Emilien Bauer, Tobias Grosser
Fortran performance optimisation and auto-parallelisation by leveraging MLIR-based domain specific abstractions in Flang. SC Workshops (2023)
Alexander Brauckmann, Elizabeth Polgreen, Tobias Grosser, Michael F. P. O'Boyle
mlirSynth: Automatic, Retargetable Program Raising in Multi-Level IR Using Program Synthesis. PACT (2023)
Gabriel Rodriguez-Canal, Nick Brown, Maurice Jamieson, Emilien Bauer, Anton Lydike, Tobias Grosser
Stencil-HMLS: A multi-layered approach to the automatic optimisation of stencil codes on FPGA. SC Workshops (2023)
Gabriel Rodriguez-Canal, Nick Brown, Maurice Jamieson, Emilien Bauer, Anton Lydike, Tobias Grosser
Stencil-HMLS: A multi-layered approach to the automatic optimisation of stencil codes on FPGA. CoRR (2023)
Nick Brown, Maurice Jamieson, Anton Lydike, Emilien Bauer, Tobias Grosser
Fortran performance optimisation and auto-parallelisation by leveraging MLIR-based domain specific abstractions in Flang. CoRR (2023)
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 Gurkaynak, 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
PetaOps/W edge-AI $\mu$ Processors: Myth or reality? DATE (2023)
Nick Brown, Brandon Echols, Justs Zarins, Tobias Grosser
TensorFlow as a DSL for stencil-based computation on the Cerebras Wafer Scale Engine. CoRR (2022)
Nick Brown, Brandon Echols, Justs Zarins, Tobias Grosser
Exploring the Suitability of the Cerebras Wafer Scale Engine for Stencil-Based Computation Codes. Euro-Par Workshops (2022)
Anurudh Peduri, Siddharth Bhat, Tobias Grosser
QSSA: an SSA-based IR for Quantum computing. CC (2022)
Manil Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, L. Mei, V. Jain, Said Hamdioui, V. Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, F. Gurkaynak, Barry de Bruin, Sander Stuijk, S. Davidson, S. De, M. Ghogho, A. Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, O. Karrakchou, Tim Güneysu, Henk Corporaal
CONVOLVE: Smart and seamless design of smart edge processors. CoRR (2022)
Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi, Marcin Copik, Tobias Grosser, Daniele G. Spampinato
MOM: Matrix Operations in MLIR. CoRR (2022)
Blake Gerard, Tobias Grosser, Martin Kong
QRANE: lifting QASM programs to an affine IR. CC (2022)
Mathieu Fehr, Jeff Niu, River Riddle, Mehdi Amini, Zhendong Su, Tobias Grosser
IRDL: an IR definition language for SSA compilers. PLDI (2022)
Siddharth Bhat, Tobias Grosser
Lambda the Ultimate SSA: Optimizing Functional Programs in SSA. CGO (2022)
Adam Siemieniuk, Lorenzo Chelini, Asif Ali Khan, Jerónimo Castrillón, Andi Drebes, Henk Corporaal, Tobias Grosser, Martin Kong
OCC: An Automated End-to-End Machine Learning Optimizing Compiler for Computing-In-Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Siddharth Bhat, Tobias Grosser
Lambda the Ultimate SSA: Optimizing Functional Programs in SSA. CoRR (2022)
Theodoros Theodoridis, Tobias Grosser, Zhendong Su
Understanding and exploiting optimal function inlining. ASPLOS (2022)
Marcin Copik, Tobias Grosser, Torsten Hoefler, Paolo Bientinesi, Benjamin Berkels
Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration. IEEE Trans. Parallel Distributed Syst. 33 (3) (2022)
Andrei Lascu, Alastair F. Donaldson, Tobias Grosser, Torsten Hoefler
Metamorphic Fuzzing of C++ Libraries. ICST (2022)
Lorenzo Chelini, Martin Kong, Tobias Grosser, Henk Corporaal
LoopOpt: Declarative Transformations Made Easy. SCOPES (2021)
Tobias Gysi, Christoph Müller, Oleksandr Zinenko, Stephan Herhut, Eddie Davis, Tobias Wicky, Oliver Fuhrer, Torsten Hoefler, Tobias Grosser
Domain-Specific Multi-Level IR Rewriting for GPU: The Open Earth Compiler for GPU-accelerated Climate Simulation. ACM Trans. Archit. Code Optim. 18 (4) (2021)
Marcin Copik, Alexandru Calotoiu, Tobias Grosser, Nicolas Wicki, Felix Wolf, Torsten Hoefler
Extracting clean performance models from tainted programs. PPoPP (2021)
Lorenzo Chelini, Andi Drebes, Oleksandr Zinenko, Albert Cohen, Nicolas Vasilache, Tobias Grosser, Henk Corporaal
Progressive Raising in Multi-level IR. CGO (2021)
Arjun Pitchanathan, Christian Ulmann, Michel Weber, Torsten Hoefler, Tobias Grosser
FPL: fast Presburger arithmetic through transprecision. Proc. ACM Program. Lang. 5 (OOPSLA) (2021)
Andrei Lascu, Matt Windsor, Alastair F. Donaldson, Tobias Grosser, John Wickerson
Dreaming up Metamorphic Relations: Experiences from Three Fuzzer Tools. MET@ICSE (2021)
Tobias Grosser
Cross-domain compilation: exploiting synergies across the CS community (keynote). VMIL@SPLASH (2021)
Andreas Kurth, Koen Wolters, Björn Forsberg, Alessandro Capotondi, Andrea Marongiu, Tobias Grosser, Luca Benini
Mixed-data-model heterogeneous compilation and OpenMP offloading. CC (2020)
Tobias Gysi, Tobias Grosser, Laurin Brandner, Torsten Hoefler
A Fast Analytical Model of Fully Associative Caches. CoRR (2020)
Nirmal Prajapati, Sanjay V. Rajopadhye, Hristo N. Djidjev, Nandakishore Santhi, Tobias Grosser, Rumen Andonov
Optimization Approach to Accelerator Codesign. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (6) (2020)
Lorenzo Chelini, Tobias Gysi, Tobias Grosser, Martin Kong, Henk Corporaal
Automatic Generation of Multi-Objective Polyhedral Compiler Transformations. PACT (2020)
Lorenzo Chelini, Oleksandr Zinenko, Tobias Grosser, Henk Corporaal
Declarative Loop Tactics for Domain-specific Optimization. ACM Trans. Archit. Code Optim. 16 (4) (2020)
Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini
LLHD: A Multi-level Intermediate Representation for Hardware Description Languages. CoRR (2020)
Marcin Copik, Tobias Grosser, Torsten Hoefler, Paolo Bientinesi, Benjamin Berkels
Work-stealing prefix scan: Addressing load imbalance in large-scale image registration. CoRR (2020)
Asif Ali Khan, Hauke Mewes, Tobias Grosser, Torsten Hoefler, Jerónimo Castrillón
Polyhedral Compilation for Racetrack Memories. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Tobias Gysi, Christoph Müller, Oleksandr Zinenko, Stephan Herhut, Eddie Davis, Tobias Wicky, Oliver Fuhrer, Torsten Hoefler, Tobias Grosser
Domain-Specific Multi-Level IR Rewriting for GPU. CoRR (2020)
Marcin Copik, Alexandru Calotoiu, Tobias Grosser, Nicolas Wicki, Felix Wolf, Torsten Hoefler
Extracting Clean Performance Models from Tainted Programs. CoRR (2020)
Tobias Grosser, Theodoros Theodoridis, Maximilian Falkenstein, Arjun Pitchanathan, Michael Kruse, Manuel Rigger, Zhendong Su, Torsten Hoefler
Fast linear programming through transprecision computing on small and sparse data. Proc. ACM Program. Lang. 4 (OOPSLA) (2020)
Kornilios Kourtis, Martino Dazzi, Nikolas Ioannou, Tobias Grosser, Abu Sebastian, Evangelos Eleftheriou
Compiling Neural Networks for a Computational Memory Accelerator. CoRR (2020)
Fabian Schuiki, Andreas Kurth, Tobias Grosser, Luca Benini
LLHD: a multi-level intermediate representation for hardware description languages. PLDI (2020)
Tobias Gysi, Tobias Grosser, Torsten Hoefler
Absinthe: Learning an Analytical Performance Model to Fuse and Tile Stencil Codes in One Shot. PACT (2019)
Tobias Gysi, Tobias Grosser, Laurin Brandner, Torsten Hoefler
A fast analytical model of fully associative caches. PLDI (2019)
Philip Pfaffe, Tobias Grosser, Martin Tillmann
Efficient hierarchical online-autotuning: a case study on polyhedral accelerator mapping. ICS (2019)
Roman Gareev, Tobias Grosser, Michael Kruse
High-Performance Generalized Tensor Operations: A Compiler-Oriented Approach. ACM Trans. Archit. Code Optim. 15 (3) (2018)
Oleksandr Zinenko, Sven Verdoolaege, Chandan Reddy, Jun Shirako, Tobias Grosser, Vivek Sarkar, Albert Cohen
Modeling the conflicting demands of parallelism and Temporal/Spatial locality in affine scheduling. CC (2018)
Michael Kruse, Tobias Grosser
DeLICM: scalar dependence removal at zero memory cost. CGO (2018)
Nirmal Prajapati, Sanjay V. Rajopadhye, Hristo N. Djidjev, Nandakishore Santhi, Tobias Grosser, Rumen Andonov
Accelerator Codesign as Non-Linear Optimization. CoRR (2017)
Johannes Doerfert, Tobias Grosser, Sebastian Hack
Optimistic loop optimization. CGO (2017)
Nirmal Prajapati, Waruna Ranasinghe, Sanjay V. Rajopadhye, Rumen Andonov, Hristo N. Djidjev, Tobias Grosser
Simple, Accurate, Analytical Time Modeling and Optimal Tile Size Selection for GPGPU Stencils. PPOPP (2017)
Tobias Grosser, Torsten Hoefler
Polly-ACC Transparent compilation to heterogeneous hardware. ICS (2016)
Tobias Grosser, Jagannathan Ramanujam, Louis-Noël Pouchet, P. Sadayappan, Sebastian Pop
Optimistic Delinearization of Parametrically Sized Arrays. ICS (2015)
Tobias Grosser, Sven Verdoolaege, Albert Cohen
Polyhedral AST Generation Is More Than Scanning Polyhedra. ACM Trans. Program. Lang. Syst. 37 (4) (2015)
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
PENCIL: A Platform-Neutral Compute Intermediate Language for Accelerator Programming. PACT (2015)
Tobias Gysi, Tobias Grosser, Torsten Hoefler
MODESTO: Data-centric Analytic Optimization of Complex Stencil Programs on Heterogeneous Architectures. ICS (2015)
Péricles Alves, Fabian Gruber, Johannes Doerfert, Alexandros Lamprineas, Tobias Grosser, Fabrice Rastello, Fernando Magno Quintão Pereira
Runtime pointer disambiguation. OOPSLA (2015)
Tobias Grosser, Sven Verdoolaege, Albert Cohen, P. Sadayappan
The Relation Between Diamond Tiling and Hexagonal Tiling. Parallel Process. Lett. 24 (3) (2014)
Kevin Stock, Martin Kong, Tobias Grosser, Louis-Noël Pouchet, Fabrice Rastello, J. Ramanujam, P. Sadayappan
A framework for enhancing data reuse via associative reordering. PLDI (2014)
Tobias Grosser, Albert Cohen, Justin Holewinski, P. Sadayappan, Sven Verdoolaege
Hybrid Hexagonal/Classical Tiling for GPUs. CGO (2014)
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
PENCIL: Towards a Platform-Neutral Compute Intermediate Language for DSLs CoRR (2013)
Tobias Grosser, Albert Cohen, Paul H. J. Kelly, J. Ramanujam, P. Sadayappan, Sven Verdoolaege
Split tiling for GPUs: automatic parallelization using trapezoidal tiles. GPGPU@ASPLOS (2013)
Tobias Grosser, Armin Größlinger, Christian Lengauer
Polly - Performing Polyhedral Optimizations on a Low-Level Intermediate Representation. Parallel Process. Lett. 22 (4) (2012)
David Philippou-Hübner, Bogdan Vlasenko, Tobias Grosser, Andreas Wendemuth
Determining optimal features for emotion recognition from speech by applying an evolutionary algorithm. INTERSPEECH (2010)

Tobias Grosser.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Tobias Grosser