Benoit Steiner
Benoit Steiner
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Tensorflow: A system for large-scale machine learning
M Abadi, P Barham, J Chen, Z Chen, A Davis, J Dean, M Devin, ...
12th {USENIX} symposium on operating systems design and implementation …, 2016
19385*2016
TensorFlow: Large-scale machine learning on heterogeneous systems
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
89692015
TensorFlow: Large-scale machine learning on heterogeneous systems
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
89692015
Pytorch: An imperative style, high-performance deep learning library
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
arXiv preprint arXiv:1912.01703, 2019
56952019
TensorFlow: Large-scale machine learning on heterogeneous systems, software available from tensorflow. org (2015)
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
URL https://www. tensorflow. org, 2015
3252015
Device placement optimization with reinforcement learning
A Mirhoseini, H Pham, QV Le, B Steiner, R Larsen, Y Zhou, N Kumar, ...
International Conference on Machine Learning, 2430-2439, 2017
2432017
Tensorflow: large-scale machine learning on heterogeneous distributed systems (2016)
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
arXiv preprint arXiv:1603.04467 172, 2015
2182015
Advances in Neural Information Processing Systems 32
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
Curran Associates, Inc, 8024-8035, 2019
1402019
Pytorch: An imperative style, high-performance deep learning library
B Steiner, Z DeVito, S Chintala, S Gross, A Paszke, F Massa, A Lerer, ...
Advances in Neural Information Processing Systems 32, 8026-8037, 2019
942019
Google Brain. TensorFlow: A system for large-scale machine learning
M Abadi, P Barham, J Chen, Z Chen, A Davis, J Dean, M Devin, ...
Proceedings of the 12th USENIX Symposium on Operating Systems Design and …, 2016
872016
A hierarchical model for device placement
A Mirhoseini, A Goldie, H Pham, B Steiner, QV Le, J Dean
International Conference on Learning Representations, 2018
682018
12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16)
M Abadi, P Barham, J Chen, Z Chen, A Davis, J Dean, M Devin, ...
USENIX Association, 265-283, 2016
602016
Learning to optimize halide with tree search and random programs
A Adams, K Ma, L Anderson, R Baghdadi, TM Li, M Gharbi, B Steiner, ...
ACM Transactions on Graphics (TOG) 38 (4), 1-12, 2019
542019
Optimized matrix multiplication using vector multiplication of interleaved matrix values
N Patil, M Sarett, RK Govindaraju, B Steiner, VO Vanhoucke
US Patent 9,645,974, 2017
142017
i Xiaoqiang Zheng
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
TensorFlow: Large-scale machine learning on heterogeneous systems, 2015
132015
Hierarchical planning for device placement
A Mirhoseini, A Goldie, H Pham, B Steiner, QV Le, J Dean
92018
Television receiver with dynamically adjustable filtering
M Zahm, E Geiger
US Patent 7,136,114, 2006
62006
Hierarchical planning for device placement
A Goldie, A Mirhoseini, B Steiner, H Pham, J Dean, QV Le
Proceedings of the Sixth International Conference on Learning …, 2018
32018
Device placement optimization with reinforcement learning
S Bengio, M Norouzi, B Steiner, JA Dean, HH Pham, A Mirhoseini, QV Le, ...
US Patent 10,692,003, 2020
12020
Value Learning for Throughput Optimization of Deep Learning Workloads
B Steiner, C Cummins, H He, H Leather
Proceedings of Machine Learning and Systems 3, 2021
2021
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