Amit Sabne

27 papers A* 1A 4B 6Misc 1Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
TensorRight: Automated Verification of Tensor Graph Rewrites.
CoRR
Jai Arora, Sirui Lu, Devansh Jain, Tianfan Xu, Farzin Houshmand, Phitchaya Mangpo Phothilimthana, Mohsen Lesani, Praveen Narayanan, Karthik Srinivasa Murthy, Rastislav Bodík, Amit Sabne, Charith Mendis
2025 J jnl
TensorRight: Automated Verification of Tensor Graph Rewrites.
Proc. ACM Program. Lang.
Jai Arora, Sirui Lu, Devansh Jain, Tianfan Xu, Farzin Houshmand, Phitchaya Mangpo Phothilimthana, Mohsen Lesani, Praveen Narayanan, Karthik Srinivasa Murthy, Rastislav Bodík, Amit Sabne, Charith Mendis
2023 — conf
Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models.
ASPLOS (1)
Shibo Wang, Jinliang Wei, Amit Sabne, Andy Davis, Berkin Ilbeyi, Blake Hechtman, Dehao Chen, Karthik Srinivasa Murthy, Marcello Maggioni, Qiao Zhang, Sameer Kumar, Tongfei Guo, Yuanzhong Xu, Zongwei Zhou
2021 B conf
A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers.
PACT
Phitchaya Mangpo Phothilimthana, Amit Sabne, Nikhil Sarda, Karthik Srinivasa Murthy, Yanqi Zhou, Christof Angermueller, Mike Burrows, Sudip Roy, Ketan Mandke, Rezsa Farahani, Yu Emma Wang, Berkin Ilbeyi, Blake A. Hechtman, Bjarke Roune, Shen Wang, Yuanzhong Xu, Samuel J. Kaufman
2021 — conf
A Learned Performance Model for Tensor Processing Units.
MLSys
Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Yanqi Zhou, Charith Mendis, Sudip Roy, Amit Sabne, Mike Burrows
2020 J jnl
Fast Distributed Bandits for Online Recommendation Systems.
CoRR
Kanak Mahadik, Qingyun Wu, Shuai Li, Amit Sabne
2020 A conf
Fast distributed bandits for online recommendation systems.
ICS
Kanak Mahadik, Qingyun Wu, Shuai Li, Amit Sabne
2020 J jnl
Logic Synthesis of Approximate Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Swagath Venkataramani, Vivek Joy Kozhikkottu, Amit Sabne, Kaushik Roy, Anand Raghunathan
2019 J jnl
Comparative analysis of coprocessors.
Concurr. Comput. Pract. Exp.
Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann
2019 B conf
Optimizing GPU programs by register demotion: poster.
PPoPP
Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann
2019 J jnl
Pagoda: A GPU Runtime System for Narrow Tasks.
ACM Trans. Parallel Comput.
Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers
2019 J jnl
RegDem: Increasing GPU Performance via Shared Memory Register Spilling.
CoRR
Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann
2017 A conf
Massively parallel 3D image reconstruction.
SC
Xiao Wang, Amit Sabne, Putt Sakdhnagool, Sherman J. Kisner, Charles A. Bouman, Samuel P. Midkiff
2017 B conf
Model-based Iterative CT Image Reconstruction on GPUs.
PPoPP
Amit Sabne, Xiao Wang, Sherman J. Kisner, Charles A. Bouman, Anand Raghunathan, Samuel P. Midkiff
2017 B conf
Pagoda: Fine-Grained GPU Resource Virtualization for Narrow Tasks.
PPoPP
Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers
2016 — conf
Formalizing Structured Control Flow Graphs.
LCPC
Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann
2016 B conf
High performance model based image reconstruction.
PPoPP
Xiao Wang, Amit Sabne, Sherman J. Kisner, Anand Raghunathan, Charles A. Bouman, Samuel P. Midkiff
2016 B conf
POSTER: Pagoda: A Runtime System to Maximize GPU Utilization in Data Parallel Tasks with Limited Parallelism.
PACT
Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers
2016 — —
Programming models, compilers, and runtime systems for accelerator computing
Amit Sabne
2015 — conf
HYDRA : Extending Shared Address Programming for Accelerator Clusters.
LCPC
Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann
2015 A conf
HeteroDoop: A MapReduce Programming System for Accelerator Clusters.
HPDC
Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann
2015 J jnl
Understanding Portability of a High-Level Programming Model on Contemporary Heterogeneous Architectures.
IEEE Micro
Amit Sabne, Putt Sakdhnagool, Seyong Lee, Jeffrey S. Vetter
2014 — conf
Evaluating Performance Portability of OpenACC.
LCPC
Amit Sabne, Putt Sakdhnagool, Seyong Lee, Jeffrey S. Vetter
2013 A conf
Scaling large-data computations on multi-GPU accelerators.
ICS
Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann
2012 — conf
Effects of Compiler Optimizations in OpenMP to CUDA Translation.
IWOMP
Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann
2012 A* conf
SALSA: systematic logic synthesis of approximate circuits.
DAC
Swagath Venkataramani, Amit Sabne, Vivek Joy Kozhikkottu, Kaushik Roy, Anand Raghunathan
2010 Misc conf
A generic low power scan chain wrapper for designs using scan compression.
VTS
Amit Sabne, Rajesh Tiwari, Abhijeet Shrivastava, Srivaths Ravi, Rubin A. Parekhji