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FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization

M. Sun, Z. Li, A. Lu, Y. Li, S. Chang, X. Ma, X. Lin, and Z. Fang. FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022 - 1 March 2022, page 134--145. ACM, (2022)
DOI: 10.1145/3490422.3502364

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Yanyu Duan

Li Li

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GREAP: a comprehensive enrichment analysis software for human genomic regions.Y. Yang, F. Qian, X. Li, Y. Li, L. Zhou, Q. Wang, X. Zhou, J. Zhang, C. Song, Z. Yu and 9 other author(s). Briefings Bioinform., (2022)TRCirc: a resource for transcriptional regulation information of circRNAs.Z. Tang, X. Li, J. Zhao, F. Qian, C. Feng, Y. Li, J. Zhang, Y. Jiang, Y. Yang, Q. Wang and 1 other author(s). Briefings Bioinform., 20 (6): 2327-2333 (2019)E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation.Y. Gong, Z. Zhan, Q. Jin, Y. Li, Y. Idelbayev, X. Liu, A. Zharkov, K. Aberman, S. Tulyakov, Y. Wang and 1 other author(s). CoRR, (2024)YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design.Y. Cai, H. Li, G. Yuan, W. Niu, Y. Li, X. Tang, B. Ren, and Y. Wang. CoRR, (2020)SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds.Y. Li, H. Wang, Q. Jin, J. Hu, P. Chemerys, Y. Fu, Y. Wang, S. Tulyakov, and J. Ren. CoRR, (2023)FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization.M. Sun, Z. Li, A. Lu, Y. Li, S. Chang, X. Ma, X. Lin, and Z. Fang. FPGA, page 134-145. ACM, (2022)Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems.S. Wang, G. Yuan, X. Ma, Y. Li, X. Lin, and B. Kailkhura. DATE, page 424-429. IEEE, (2022)Hardware-efficient stochastic rounding unit design for DNN training: late breaking results.S. Chang, G. Yuan, A. Lu, M. Sun, Y. Li, X. Ma, Z. Li, Y. Xie, M. Qin, X. Lin and 2 other author(s). DAC, page 1396-1397. ACM, (2022)Late Breaking Results: Fast Fair Medical Applications? Hybrid Vision Models Achieve the Fairness on the Edge.C. Yang, Y. Sheng, P. Dong, Z. Kong, Y. Li, P. Yu, L. Yang, and X. Lin. DAC, page 1-2. IEEE, (2023)TextCraftor: Your Text Encoder Can be Image Quality Controller.Y. Li, X. Liu, A. Kag, J. Hu, Y. Idelbayev, D. Sagar, Y. Wang, S. Tulyakov, and J. Ren. CoRR, (2024)

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FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization

Please choose a person to relate this publication to

Yanyu Duan

Li Li

Li Li

Li Li

Li Li

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Li, Yanyu"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization

Please choose a person to relate this publication to

Yanyu Duan

Li Li

Li Li

Li Li

Li Li

Other publications of authors with the same name

Disambiguation

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FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization