Sep 5, 2019 · In this paper, we present the design of an FPGA-based CNN inference system, PAI-FCNN, to support modern complex CNN models. PAI-FCNN consists of ...
In this paper, we present the design of an FPGA-based CNN inference system, PAI-FCNN, to support modern complex CNN models. PAI-FCNN consists of scalable ...
In this paper, we present the design of an FPGA-based CNN inference system, PAI-FCNN, to support modern complex CNN models.
We describe the FPGA subsystem of the Platform of Artificial Intelligence (PAI) in Alibaba Group, called PAI-FCNN. PAI-FCNN plays the role of a ...
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Agile FPGA Design (Slides) Justin Thiel, Two Sigma. PAI-FCNN: FPGA based inference system for complex CNN models (Slides) Lixue Xia, Lansong Diao, Zhao Jiang ...
The increasingly large and complex CNN models are both computation bound and I/O bound. ... PAI-FCNN: FPGA Based CNN Inference System. FPGA '19: Proceedings of ...
Research Topic. Hardware acceleration of neural network algorithms. Deep learning is now widely used in a variety of domains, and brain-inspired neural ...
PAI-FCNN plays the role of a heterogeneous back-end for CNN inference, together with other CPU, GPU and ASIC subsystems in PAI. Driven by various business needs ...
PAI-FCNN: FPGA Based Inference System for Complex CNN Models pp. 107-114. Event-Based Re-configurable Hierarchical Processors for Smart Image Sensors pp. 115 ...
PAI-FCNN: FPGA based inference system for complex CNN models. L Xia, L Diao ... 2019 IEEE 30th International Conference on Application-specific Systems …, ...