ODEN: Live Programming for Neural Network Architecture Editing

Author:

Zhao Chunqi1,Shen I-Chao1,Fukusato Tsukasa1,Kato Jun2,Igarashi Takeo1

Affiliation:

1. The University of Tokyo, Japan and The University of Tokyo, Japan

2. National Institute of Advanced Industrial Science and Technology (AIST), Japan and National Institute of Advanced Industrial Science and Technology (AIST), Japan

Funder

JST CREST

JSPS KAKENHI

Publisher

ACM

Reference36 articles.

1. Martín Abadi , Ashish Agarwal , Paul Barham , ..., and Xiaoqiang Zheng . 2015 . TensorFlow: A System for Large-Scale Machine Learning . In Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation (OSDI). USENIX Association, USA, 265–283 . Martín Abadi, Ashish Agarwal, Paul Barham, ..., and Xiaoqiang Zheng. 2015. TensorFlow: A System for Large-Scale Machine Learning. In Proceedings of the 12th USENIX Conference on Operating Systems Design and Implementation (OSDI). USENIX Association, USA, 265–283.

2. Akshay Agrawal , Akshay Naresh Modi , Alexandre Passos , 2019 . TensorFlow Eager: A multi-stage, Python-embedded DSL for machine learning . In Proceedings of the 2nd Systems and Machine Learning Conference (SysML) . Palo Alto, CA, USA, 88:1–88:12. https://mlsys.org/Conferences/ 2019/doc/2019/88.pdf Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos, 2019. TensorFlow Eager: A multi-stage, Python-embedded DSL for machine learning. In Proceedings of the 2nd Systems and Machine Learning Conference (SysML). Palo Alto, CA, USA, 88:1–88:12. https://mlsys.org/Conferences/2019/doc/2019/88.pdf

3. Why is Developing Machine Learning Applications Challenging? A Study on Stack Overflow Posts

4. Junjie Bai , Fang Lu , Ke Zhang , 2019 . ONNX: Open Neural Network Exchange. https://github.com/onnx/onnx. Junjie Bai, Fang Lu, Ke Zhang, 2019. ONNX: Open Neural Network Exchange. https://github.com/onnx/onnx.

5. Determining What Individual SUS Scores Mean: Adding an Adjective Rating Scale;Bangor Aaron;J. Usability Studies,2009

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