SMOF: Streaming Modern CNNs on FPGAs with Smart Off-Chip Eviction
Author:
Affiliation:
1. Imperial College London
2. Information Technologies Institute Centre of Research and Technology Hellas
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10653616/10653625/10653626.pdf?arnumber=10653626
Reference44 articles.
1. Snowflake: A model agnostic accelerator for deep convolutional neural networks;Gokhale;arXiv preprint,2017
2. Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA
3. fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs
4. FINN
5. hls4ml: An open-source codesign workflow to empower scientific low-power machine learning devices;Fahim;arXiv preprint,2021
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