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A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the Cloud.

, , , , , , , , , and . ACM Trans. Reconfigurable Technol. Syst., 15 (3): 24:1-24:31 (2022)

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An Efficient Reconfigurable Framework for General Purpose CNN-RNN Models on FPGAs., , , , , , , and . DSP, page 1-5. IEEE, (2018)Enable Efficient and Flexible FPGA Virtualization for Deep Learning in the Cloud., , , , , , , and . FPGA, page 317. ACM, (2020)FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning., , , , , , , , , and 3 other author(s). ASPLOS (3), page 349-366. ACM, (2024)NTGAT: A Graph Attention Network Accelerator with Runtime Node Tailoring., , , , , and . ASP-DAC, page 645-650. ACM, (2023)Reliability-Aware Training and Performance Modeling for Processing-In-Memory Systems., , , , , , and . ASP-DAC, page 847-852. ACM, (2021)DF-GAS: a Distributed FPGA-as-a-Service Architecture towards Billion-Scale Graph-based Approximate Nearest Neighbor Search., , , , , , , , , and 1 other author(s). MICRO, page 283-296. ACM, (2023)3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the Cloud., , , , , , , , , and 1 other author(s). FPGA, page 228. ACM, (2021)Efficient Autonomous Driving System Design: From Software to Hardware., , , , , , , , and . ISVLSI, page 373-375. IEEE, (2022)Optimizing CNN Accelerator With Improved Roofline Model., , and . SoCC, page 90-95. IEEE, (2020)An Efficient Accelerator for Point-based and Voxel-based Point Cloud Neural Networks., , , , , , and . DAC, page 1-6. IEEE, (2023)