Automating reinforcement learning architecture design for code optimization

Author:

Wang Huanting1,Tang Zhanyong2,Zhang Cheng2,Zhao Jiaqi2,Cummins Chris3,Leather Hugh3ORCID,Wang Zheng4ORCID

Affiliation:

1. NorthWest University, China / University of Leeds, UK

2. NorthWest University, China

3. Meta AI, USA

4. University of Leeds, UK

Publisher

ACM

Reference93 articles.

1. [n. d.]. Collective Benchmark. https://ctuning.org/wiki/index.php/CTools:CBench [n. d.]. Collective Benchmark. https://ctuning.org/wiki/index.php/CTools:CBench

2. [n. d.]. llvm-test-suite. https://github.com/llvm/llvm-test-suite [n. d.]. llvm-test-suite. https://github.com/llvm/llvm-test-suite

3. Learning to optimize halide with tree search and random programs

4. Using Machine Learning to Focus Iterative Optimization

5. Byung Hoon Ahn , Prannoy Pilligundla , Amir Yazdanbakhsh , and Hadi Esmaeilzadeh . 2019 . Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation. In International Conference on Learning Representations. ICLR’20 . Byung Hoon Ahn, Prannoy Pilligundla, Amir Yazdanbakhsh, and Hadi Esmaeilzadeh. 2019. Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation. In International Conference on Learning Representations. ICLR’20.

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