Search Results for author: Yuze Chi

Found 3 papers, 2 papers with code

SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation

no code implementations10 Nov 2021 Atefeh Sohrabizadeh, Yuze Chi, Jason Cong

While there have been many studies on hardware acceleration for deep learning on images, there has been a rather limited focus on accelerating deep learning applications involving graphs.

Graph Matching Graph Similarity +1

Pyxis: An Open-Source Performance Dataset of Sparse Accelerators

1 code implementation8 Oct 2021 Linghao Song, Yuze Chi, Jason Cong

In this work, we present PYXIS, a performance dataset for specialized accelerators on sparse data.

When HLS Meets FPGA HBM: Benchmarking and Bandwidth Optimization

1 code implementation12 Oct 2020 Young-kyu Choi, Yuze Chi, Jie Wang, Licheng Guo, Jason Cong

With the recent release of High Bandwidth Memory (HBM) based FPGA boards, developers can now exploit unprecedented external memory bandwidth.

Hardware Architecture

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