Search Results for author: Masahiro Masuda

Found 2 papers, 0 papers with code

Tensor Program Optimization with Probabilistic Programs

no code implementations26 May 2022 Junru Shao, Xiyou Zhou, Siyuan Feng, Bohan Hou, Ruihang Lai, Hongyi Jin, Wuwei Lin, Masahiro Masuda, Cody Hao Yu, Tianqi Chen

Experimental results show that MetaSchedule can cover the search space used in the state-of-the-art tensor program optimization frameworks in a modular way.

Probabilistic Programming

Efficient Execution of Quantized Deep Learning Models: A Compiler Approach

no code implementations18 Jun 2020 Animesh Jain, Shoubhik Bhattacharya, Masahiro Masuda, Vin Sharma, Yida Wang

A deep learning compiler such as Apache TVM can enable the efficient execution of model from various frameworks on various targets.

Quantization

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