Amit Sabne

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 16

Top Topics

Emission Computed Tomography

Image Reconstruction

Recommendation Systems

Processing Units

Top Venues

Publications

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
Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models. ASPLOS (1) (2023)
Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Yanqi Zhou, Charith Mendis, Sudip Roy, Amit Sabne, Mike Burrows
A Learned Performance Model for Tensor Processing Units. MLSys (2021)
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
A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers. PACT (2021)
Kanak Mahadik, Qingyun Wu, Shuai Li, Amit Sabne
Fast distributed bandits for online recommendation systems. ICS (2020)
Kanak Mahadik, Qingyun Wu, Shuai Li, Amit Sabne
Fast Distributed Bandits for Online Recommendation Systems. CoRR (2020)
Swagath Venkataramani, Vivek Joy Kozhikkottu, Amit Sabne, Kaushik Roy, Anand Raghunathan
Logic Synthesis of Approximate Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann
RegDem: Increasing GPU Performance via Shared Memory Register Spilling. CoRR (2019)
Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers
Pagoda: A GPU Runtime System for Narrow Tasks. ACM Trans. Parallel Comput. 6 (4) (2019)
Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann
Optimizing GPU programs by register demotion: poster. PPoPP (2019)
Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann
Comparative analysis of coprocessors. Concurr. Comput. Pract. Exp. 31 (1) (2019)
Xiao Wang, Amit Sabne, Putt Sakdhnagool, Sherman J. Kisner, Charles A. Bouman, Samuel P. Midkiff
Massively parallel 3D image reconstruction. SC (2017)
Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers
Pagoda: Fine-Grained GPU Resource Virtualization for Narrow Tasks. PPOPP (2017)
Amit Sabne, Xiao Wang, Sherman J. Kisner, Charles A. Bouman, Anand Raghunathan, Samuel P. Midkiff
Model-based Iterative CT Image Reconstruction on GPUs. PPOPP (2017)
Tsung Tai Yeh, Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann, Timothy G. Rogers
POSTER: Pagoda: A Runtime System to Maximize GPU Utilization in Data Parallel Tasks with Limited Parallelism. PACT (2016)
Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann
Formalizing Structured Control Flow Graphs. LCPC (2016)
Xiao Wang, Amit Sabne, Sherman J. Kisner, Anand Raghunathan, Charles A. Bouman, Samuel P. Midkiff
High performance model based image reconstruction. PPOPP (2016)
Putt Sakdhnagool, Amit Sabne, Rudolf Eigenmann
HYDRA : Extending Shared Address Programming for Accelerator Clusters. LCPC (2015)
Amit Sabne, Putt Sakdhnagool, Seyong Lee, Jeffrey S. Vetter
Understanding Portability of a High-Level Programming Model on Contemporary Heterogeneous Architectures. IEEE Micro 35 (4) (2015)
Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann
HeteroDoop: A MapReduce Programming System for Accelerator Clusters. HPDC (2015)
Amit Sabne, Putt Sakdhnagool, Seyong Lee, Jeffrey S. Vetter
Evaluating Performance Portability of OpenACC. LCPC (2014)
Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann
Scaling large-data computations on multi-GPU accelerators. ICS (2013)
Amit Sabne, Putt Sakdhnagool, Rudolf Eigenmann
Effects of Compiler Optimizations in OpenMP to CUDA Translation. IWOMP (2012)
Swagath Venkataramani, Amit Sabne, Vivek Joy Kozhikkottu, Kaushik Roy, Anand Raghunathan
SALSA: systematic logic synthesis of approximate circuits. DAC (2012)
Amit Sabne, Rajesh Tiwari, Abhijeet Shrivastava, Srivaths Ravi, Rubin A. Parekhji
A generic low power scan chain wrapper for designs using scan compression. VTS (2010)