Search Results for author: Zixuan Ma

Found 5 papers, 2 papers with code

PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR

no code implementations11 Jul 2023 Zixuan Ma, Haojie Wang, Jingze Xing, Liyan Zheng, Chen Zhang, Huanqi Cao, Kezhao Huang, Shizhi Tang, Penghan Wang, Jidong Zhai

To accelerate DNN computation, tensor compilers are proposed to generate efficient code on different domain-specific accelerators.

OLLIE: Derivation-based Tensor Program Optimizer

no code implementations2 Aug 2022 Liyan Zheng, Haojie Wang, Jidong Zhai, Muyan Hu, Zixuan Ma, Tuowei Wang, Shizhi Tang, Lei Xie, Kezhao Huang, Zhihao Jia

Boosting the runtime performance of deep neural networks (DNNs) is critical due to their wide adoption in real-world tasks.

Ancient Painting to Natural Image: A New Solution for Painting Processing

1 code implementation2 Jan 2019 Tingting Qiao, Weijing Zhang, Miao Zhang, Zixuan Ma, Duanqing Xu

By doing so, the ancient painting processing problems become natural image processing problems and models trained on natural images can be directly applied to the transferred paintings.

Style Transfer

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