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Jinming Zhuang
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CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture
J Zhuang, J Lau, H Ye, Z Yang, Y Du, J Lo, K Denolf, S Neuendorffer, ...
Proceedings of the 2023 ACM/SIGDA International Symposium on Field …, 2023
492023
Mp-opu: A mixed precision fpga-based overlay processor for convolutional neural networks
C Wu, J Zhuang, K Wang, L He
2021 31st International Conference on Field-Programmable Logic and …, 2021
242021
High performance, low power matrix multiply design on acap: from architecture, design challenges and dse perspectives
J Zhuang, Z Yang, P Zhou
2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023
172023
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration
J Zhuang, Z Yang, S Ji, H Huang, AK Jones, J Hu, Y Shi, P Zhou
Proceedings of the 2024 ACM/SIGDA International Symposium on Field …, 2024
142024
Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets
Z Yang, S Ji, X Chen, J Zhuang, W Zhang, D Jani, P Zhou
2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC), 765-770, 2024
92024
AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP
Z Yang, J Zhuang, J Yin, C Yu, AK Jones, P Zhou
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023
92023
Refresh fpgas: Sustainable fpga chiplet architectures
P Zhou, J Zhuang, S Cahoon, Y Tang, Z Yang, X Chen, Y Shi, J Hu, ...
Proceedings of the 14th International Green and Sustainable Computing …, 2023
52023
EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture
P Dong, J Zhuang, Z Yang, S Ji, Y Li, D Xu, H Huang, J Hu, AK Jones, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2024
42024
CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture
J Zhuang, J Lau, H Ye, Z Yang, S Ji, J Lo, K Denolf, S Neuendorffer, ...
ACM Transactions on Reconfigurable Technology and Systems 17 (3), 1-31, 2024
32024
ARIES: An Agile MLIR-Based Compilation Flow for Reconfigurable Devices with AI Engines
J Zhuang, S Xiang, H Chen, N Zhang, Z Yang, T Mao, Z Zhang, P Zhou
2025
Amortizing Embodied Carbon Across Generations
S Ji, J Zhuang, Z Yang, AK Jones, P Zhou
2024 IEEE 15th International Green and Sustainable Computing Conference …, 2024
2024
AutoMM: Energy-Efficient Multi-Data-Type Matrix Multiply Design on Heterogeneous Programmable System-on-Chip
J Zhuang, Z Yang, P Zhou
arXiv preprint arXiv:2305.18698, 2023
2023
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Artiklar 1–12