DREW: Efficient Winograd CNN Inference with Deep Reuse

Author:

Wu Ruofan1,Zhang Feng1,Guan Jiawei1,Zheng Zhen2,Du Xiaoyong1,Shen Xipeng3

Affiliation:

1. Renmin University of China, China

2. Alibaba Group, China

3. North Carolina State University, USA

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference64 articles.

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2. 2016. FALCON Library: Fast Image Convolution in Neural Networks on Intel Architecture. https://colfaxresearch.com/falcon-library/. 2016. FALCON Library: Fast Image Convolution in Neural Networks on Intel Architecture. https://colfaxresearch.com/falcon-library/.

3. 2016. Intel(R) Math Kernel Library for Deep Neural Networks. https://github.com/oneapi-src/oneDNN. 2016. Intel(R) Math Kernel Library for Deep Neural Networks. https://github.com/oneapi-src/oneDNN.

4. 2020. CifarNet. http://places.csail.mit.edu/deepscene/small-projects/TRN-pytorch-pose/model_zoo/models/slim/nets/cifarnet.py. 2020. CifarNet. http://places.csail.mit.edu/deepscene/small-projects/TRN-pytorch-pose/model_zoo/models/slim/nets/cifarnet.py.

5. 2020. LIBXSMM. https://github.com/hfp/libxsmm. 2020. LIBXSMM. https://github.com/hfp/libxsmm.

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