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Tian Zhao
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Dawnbench: An end-to-end deep learning benchmark and competition
C Coleman, D Narayanan, D Kang, T Zhao, J Zhang, L Nardi, P Bailis, ...
Training 100 (101), 102, 2017
3792017
Plasticine: A reconfigurable architecture for parallel paterns
R Prabhakar, Y Zhang, D Koeplinger, M Feldman, T Zhao, S Hadjis, ...
ACM SIGARCH Computer Architecture News 45 (2), 389-402, 2017
3032017
Spatial: A language and compiler for application accelerators
D Koeplinger, M Feldman, R Prabhakar, Y Zhang, S Hadjis, R Fiszel, ...
Proceedings of the 39th ACM SIGPLAN Conference on Programming Language …, 2018
2442018
Analysis of dawnbench, a time-to-accuracy machine learning performance benchmark
C Coleman, D Kang, D Narayanan, L Nardi, T Zhao, J Zhang, P Bailis, ...
ACM SIGOPS Operating Systems Review 53 (1), 14-25, 2019
1372019
Sara: Scaling a reconfigurable dataflow accelerator
Y Zhang, N Zhang, T Zhao, M Vilim, M Shahbaz, K Olukotun
2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021
482021
Serving recurrent neural networks efficiently with a spatial accelerator
T Zhao, Y Zhang, K Olukotun
Proceedings of Machine Learning and Systems 1, 166-177, 2019
302019
Capstan: A vector RDA for sparsity
A Rucker, M Vilim, T Zhao, Y Zhang, R Prabhakar, K Olukotun
MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021
282021
Plasticine: a reconfigurable accelerator for parallel patterns
R Prabhakar, Y Zhang, D Koeplinger, M Feldman, T Zhao, S Hadjis, ...
IEEE Micro 38 (3), 20-31, 2018
172018
SARA: Scaling a Reconfigurable Dataflow Accelerator. In 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA). 1041–1054
Y Zhang, N Zhang, T Zhao, M Vilim, M Shahbaz, K Olukotun
IEEE, 2021
112021
Stardust: Compiling sparse tensor algebra to a reconfigurable dataflow architecture
O Hsu, A Rucker, T Zhao, K Olukotun, F Kjolstad
arXiv preprint arXiv:2211.03251, 2022
52022
Sigma: Compiling einstein summations to locality-aware dataflow
T Zhao, A Rucker, K Olukotun
Proceedings of the 28th ACM International Conference on Architectural …, 2023
32023
Automatic hilghter of lengthy legal documents
Y Hong, T Zhao
32015
Efficient Memory Partitioning in Software Defined Hardware
M Feldman, T Zhao, K Olukotun
arXiv preprint arXiv:2202.01261, 2022
22022
Serving recurrent neural networks efficiently with a spatial architecture
T Zhao, Y Zhang, K Olukotun
Proceedings of the 2019 ACM Conference on Systems and Machine Learning, 2019
22019
AI SoC Design Challenges in the Foundation Model Era
Z Chen, D Huang, M Wang, B Yang, JL Shin, C Hu, B Li, R Prabhakar, ...
2023 IEEE Custom Integrated Circuits Conference (CICC), 1-8, 2023
12023
Compiling Deep Learning Kernels to Locality-Aware Dataflow
T Zhao
Stanford University, 2023
2023
Analysis of the Time-To-Accuracy Metric and Entries in the DAWNBench Deep Learning Benchmark
C Coleman, D Kang, D Narayanan, L Nardi, T Zhao, J Zhang, P Bailis, ...
CNN Assisted Colorization of Gray-scale Images
R Daly, T Zhao
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Articles 1–18