Light-OPU

Author:

Yu Yunxuan1,Zhao Tiandong1,Wang Kun1,He Lei1

Affiliation:

1. University of California, Los Angeles, Los Angeles, CA, USA

Publisher

ACM

Reference41 articles.

1. A CNN Accelerator on FPGA Using Depthwise Separable Convolution

2. Srihari Cadambi Abhinandan Majumdar Michela Becchi Srimat Chakradhar and Hans Peter Graf. 2010. A programmable parallel accelerator for learning and classification. In PACT. ACM 273--284. Srihari Cadambi Abhinandan Majumdar Michela Becchi Srimat Chakradhar and Hans Peter Graf. 2010. A programmable parallel accelerator for learning and classification. In PACT. ACM 273--284.

3. Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields

4. A dynamically configurable coprocessor for convolutional neural networks

5. Tianqi Chen Thierry Moreau Ziheng Jiang Lianmin Zheng Eddie Yan Haichen Shen Meghan Cowan Leyuan Wang Yuwei Hu Luis Ceze etal 2018. {TVM}: An automated end-to-end optimizing compiler for deep learning. In 13th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} . 578--594. Tianqi Chen Thierry Moreau Ziheng Jiang Lianmin Zheng Eddie Yan Haichen Shen Meghan Cowan Leyuan Wang Yuwei Hu Luis Ceze et al. 2018. {TVM}: An automated end-to-end optimizing compiler for deep learning. In 13th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} . 578--594.

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1. A Highly Accurate and Parallel Vision MLP FPGA Accelerator based on FP7/8 SIMD Operations;2023 IEEE 16th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC);2023-12-18

2. FET-OPU: A Flexible and Efficient FPGA-Based Overlay Processor for Transformer Networks;2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD);2023-10-28

3. Mitigating Memory Wall Effects in CNN Engines with On-the-Fly Weights Generation;ACM Transactions on Design Automation of Electronic Systems;2023-10-16

4. DIF-LUT: A Simple Yet Scalable Approximation for Non-Linear Activation Function on FPGA;2023 33rd International Conference on Field-Programmable Logic and Applications (FPL);2023-09-04

5. LTrans-OPU: A Low-Latency FPGA-Based Overlay Processor for Transformer Networks;2023 33rd International Conference on Field-Programmable Logic and Applications (FPL);2023-09-04

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