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2020 – today
- 2023
[c11]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: 93-106- [c10]Martin Maas, Ulysse Beaugnon, Arun Chauhan, Berkin Ilbeyi:
TelaMalloc: Efficient On-Chip Memory Allocation for Production Machine Learning Accelerators. ASPLOS (1) 2023: 123-137 - [i1]Pengming Wang, Mikita Sazanovich, Berkin Ilbeyi, Phitchaya Mangpo Phothilimthana, Manish Purohit, Han Yang Tay, Ngân Vu, Miaosen Wang, Cosmin Paduraru, Edouard Leurent, Anton Zhernov, Julian Schrittwieser, Thomas Hubert, Robert Tung, Paula Kurylowicz, Kieran Milan, Oriol Vinyals, Daniel J. Mankowitz:
Optimizing Memory Mapping Using Deep Reinforcement Learning. CoRR abs/2305.07440 (2023) - 2021
- [c9]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: 1-16 - 2020
- [c8]Lin Cheng, Berkin Ilbeyi, Carl Friedrich Bolz-Tereick, Christopher Batten:
Type freezing: exploiting attribute type monomorphism in tracing JIT compilers. CGO 2020: 16-29
2010 – 2019
- 2018
- [c7]Shunning Jiang, Berkin Ilbeyi, Christopher Batten:
Mamba: closing the performance gap in productive hardware development frameworks. DAC 2018: 60:1-60:6 - 2017
- [c6]Berkin Ilbeyi, Carl Friedrich Bolz-Tereick, Christopher Batten:
Cross-layer workload characterization of meta-tracing JIT VMs. IISWC 2017: 97-107 - [c5]Ji Kim, Shunning Jiang, Christopher Torng, Moyang Wang, Shreesha Srinath, Berkin Ilbeyi, Khalid Al-Hawaj, Christopher Batten:
Using intra-core loop-task accelerators to improve the productivity and performance of task-based parallel programs. MICRO 2017: 759-773 - 2016
- [c4]Berkin Ilbeyi, Christopher Batten:
JIT-assisted fast-forward embedding and instrumentation to enable fast, accurate, and agile simulation. ISPASS 2016: 284-295 - 2015
- [c3]Derek Lockhart, Berkin Ilbeyi, Christopher Batten:
Pydgin: generating fast instruction set simulators from simple architecture descriptions with meta-tracing JIT compilers. ISPASS 2015: 256-267 - 2014
- [c2]Shreesha Srinath, Berkin Ilbeyi, Mingxing Tan, Gai Liu, Zhiru Zhang
, Christopher Batten:
Architectural Specialization for Inter-Iteration Loop Dependence Patterns. MICRO 2014: 583-595 - 2010
- [c1]Berkin Ilbeyi, John A. Nestor:
VCache: visualization applet for processor caches. ITiCSE 2010: 304
Coauthor Index
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