Articles with "heterogeneous optimizations" as a keyword



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DNNVM: End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-Based CNN Accelerators

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Published in 2020 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2019.2930577

Abstract: The convolutional neural network (CNN) has become a state-of-the-art method for several artificial intelligence domains in recent years. The increasingly complex CNN models are both computation-bound and I/O-bound. Field-programmable gate array-based accelerators driven by custom… read more here.

Keywords: compiler; state art; 330 mhz; heterogeneous optimizations ... See more keywords