Hardware-Friendly 3D CNN Acceleration with Balanced Kernel Group Sparsity

Mengshu Sun,Kaidi Xu,Xue Lin,Yongli Hu,Baocai Yin

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems（2024）

Cited 0|Views29

Key words

Kernel,Three-dimensional displays,Computational modeling,Convolutional neural networks,Field programmable gate arrays,Quantization (signal),Parallel processing,3-D convolutional neural network (CNN),edge device inference,FPGA,model compression,weight pruning

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