
Blake A. Hechtman
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2020 – today
- 2020
- [i7]Tianjian Lu, Yi-Fan Chen, Blake A. Hechtman, Tao Wang, John R. Anderson:
Large-Scale Discrete Fourier Transform on TPUs. CoRR abs/2002.03260 (2020) - [i6]Yuanzhong Xu, HyoukJoong Lee, Dehao Chen, Hongjun Choi, Blake A. Hechtman, Shibo Wang:
Automatic Cross-Replica Sharding of Weight Update in Data-Parallel Training. CoRR abs/2004.13336 (2020) - [i5]Sameer Kumar, James Bradbury, Cliff Young, Yu Emma Wang, Anselm Levskaya, Blake A. Hechtman, Dehao Chen, HyoukJoong Lee, Mehmet Deveci, Naveen Kumar, Pankaj Kanwar, Shibo Wang, Skye Wanderman-Milne, Steve Lacy, Tao Wang, Tayo Oguntebi, Yazhou Zu, Yuanzhong Xu, Andy Swing:
Exploring the limits of Concurrency in ML Training on Google TPUs. CoRR abs/2011.03641 (2020)
2010 – 2019
- 2019
- [i4]Sameer Kumar, Victor Bitorff, Dehao Chen, Chiachen Chou, Blake A. Hechtman, HyoukJoong Lee, Naveen Kumar, Peter Mattson, Shibo Wang, Tao Wang, Yuanzhong Xu, Zongwei Zhou:
Scale MLPerf-0.6 models on Google TPU-v3 Pods. CoRR abs/1909.09756 (2019) - 2018
- [c5]Noam Shazeer, Youlong Cheng, Niki Parmar, Dustin Tran, Ashish Vaswani, Penporn Koanantakool, Peter Hawkins, HyoukJoong Lee, Mingsheng Hong, Cliff Young, Ryan Sepassi, Blake A. Hechtman:
Mesh-TensorFlow: Deep Learning for Supercomputers. NeurIPS 2018: 10435-10444 - [i3]Noam Shazeer, Youlong Cheng, Niki Parmar, Dustin Tran, Ashish Vaswani, Penporn Koanantakool, Peter Hawkins, HyoukJoong Lee, Mingsheng Hong, Cliff Young, Ryan Sepassi, Blake A. Hechtman:
Mesh-TensorFlow: Deep Learning for Supercomputers. CoRR abs/1811.02084 (2018) - 2016
- [i2]Blake A. Hechtman, Andrew D. Hilton, Daniel J. Sorin:
TREES: A CPU/GPU Task-Parallel Runtime with Explicit Epoch Synchronization. CoRR abs/1608.00571 (2016) - 2014
- [b1]Blake A. Hechtman:
Exploiting Parallelism in GPUs. Duke University, Durham, NC, USA, 2014 - [c4]Derek R. Hower, Blake A. Hechtman, Bradford M. Beckmann, Benedict R. Gaster, Mark D. Hill, Steven K. Reinhardt, David A. Wood:
Heterogeneous-race-free memory models. ASPLOS 2014: 427-440 - [c3]Blake A. Hechtman, Shuai Che, Derek R. Hower, Yingying Tian, Bradford M. Beckmann, Mark D. Hill, Steven K. Reinhardt, David A. Wood:
QuickRelease: A throughput-oriented approach to release consistency on GPUs. HPCA 2014: 189-200 - 2013
- [c2]Blake A. Hechtman, Daniel J. Sorin:
Exploring memory consistency for massively-threaded throughput-oriented processors. ISCA 2013: 201-212 - [c1]Blake A. Hechtman, Daniel J. Sorin:
Evaluating cache coherent shared virtual memory for heterogeneous multicore chips. ISPASS 2013: 118-119 - [i1]Blake A. Hechtman, Daniel J. Sorin:
Evaluating Cache Coherent Shared Virtual Memory for Heterogeneous Multicore Chips. CoRR abs/1310.7792 (2013)
Coauthor Index

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