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# SYQ | ||
This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Networks" | ||
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Must firstly install Opencv bindings for python | ||
Tensorflow >= 1.4 | ||
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To train a binarized AlexNet with 8-bit actiavtions, use: | ||
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python syq-imagenet-alexnet.py --data <enter path to data> --num-epochs 56 84 120 --learning-rate 1e-4 2e-5 4e-6 --load <enter checkpoint or npy path> |