Lorenzo Chelini

19 papers A 3B 2C 3Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2024 — conf
CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms.
ASPLOS (4)
Asif Ali Khan, Hamid Farzaneh, Karl Friedrich Alexander Friebel, Clément Fournier, Lorenzo Chelini, Jerónimo Castrillón
2024 — conf
SEER: Super-Optimization Explorer for High-Level Synthesis using E-graph Rewriting.
ASPLOS (2)
Jianyi Cheng, Samuel Coward, Lorenzo Chelini, Rafael Barbalho, Theo Drane
2024 J jnl
Towards a high-performance AI compiler with upstream MLIR.
CoRR
Renato Golin, Lorenzo Chelini, Adam Siemieniuk, Kavitha Madhu, Niranjan Hasabnis, Hans Pabst, Evangelos Georganas, Alexander Heinecke
2023 J jnl
CINM (Cinnamon): A Compilation Infrastructure for Heterogeneous Compute In-Memory and Compute Near-Memory Paradigms.
CoRR
Asif Ali Khan, Hamid Farzaneh, Karl F. A. Friebel, Lorenzo Chelini, Jerónimo Castrillón
2023 J jnl
SEER: Super-Optimization Explorer for HLS using E-graph Rewriting with MLIR.
CoRR
Jianyi Cheng, Samuel Coward, Lorenzo Chelini, Rafael Barbalho, Theo Drane
2022 J jnl
MOM: Matrix Operations in MLIR.
CoRR
Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi, Marcin Copik, Tobias Grosser, Daniele G. Spampinato
2022 J jnl
OCC: An Automated End-to-End Machine Learning Optimizing Compiler for Computing-In-Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Adam Siemieniuk, Lorenzo Chelini, Asif Ali Khan, Jerónimo Castrillón, Andi Drebes, Henk Corporaal, Tobias Grosser, Martin Kong
2021 C conf
LoopOpt: Declarative Transformations Made Easy.
SCOPES
Lorenzo Chelini, Martin Kong, Tobias Grosser, Henk Corporaal
2021 B conf
Polygeist: Raising C to Polyhedral MLIR.
PACT
William S. Moses, Lorenzo Chelini, Ruizhe Zhao, Oleksandr Zinenko
2021 A conf
Progressive Raising in Multi-level IR.
CGO
Lorenzo Chelini, Andi Drebes, Oleksandr Zinenko, Albert Cohen, Nicolas Vasilache, Tobias Grosser, Henk Corporaal
2020 B conf
Automatic Generation of Multi-Objective Polyhedral Compiler Transformations.
PACT
Lorenzo Chelini, Tobias Gysi, Tobias Grosser, Martin Kong, Henk Corporaal
2020 J jnl
Declarative Loop Tactics for Domain-specific Optimization.
ACM Trans. Archit. Code Optim.
Lorenzo Chelini, Oleksandr Zinenko, Tobias Grosser, Henk Corporaal
2020 C conf
PET-to-MLIR: A polyhedral front-end for MLIR.
DSD
Konrad Komisarczyk, Lorenzo Chelini, Kanishkan Vadivel, Roel Jordans, Henk Corporaal
2020 A conf
TDO-CIM: Transparent Detection and Offloading for Computation In-memory.
DATE
Kanishkan Vadivel, Lorenzo Chelini, Ali BanaGozar, Gagandeep Singh, Stefano Corda, Roel Jordans, Henk Corporaal
2020 J jnl
TDO-CIM: Transparent Detection and Offloading for Computation In-memory.
CoRR
Kanishkan Vadivel, Lorenzo Chelini, Ali BanaGozar, Gagandeep Singh, Stefano Corda, Roel Jordans, Henk Corporaal
2019 A conf
Coherently Attached Programmable Near-Memory Acceleration Platform and its application to Stencil Processing.
DATE
Jan van Lunteren, Ronald P. Luijten, Dionysios Diamantopoulos, Florian Auernhammer, Christoph Hagleitner, Lorenzo Chelini, Stefano Corda, Gagandeep Singh
2019 J jnl
Near-Memory Computing: Past, Present, and Future.
CoRR
Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra
2019 J jnl
Near-memory computing: Past, present, and future.
Microprocess. Microsystems
Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra
2018 C conf
A Review of Near-Memory Computing Architectures: Opportunities and Challenges.
DSD
Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra