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Zero-Shot Knowledge Distillation in Deep Networks Pytorch

Model Method Dataset top1-accuracy
LeNet5-LeNet5Half Paper Mnist 98.77
LeNet5-LeNet5Half Ours Mnist 96.98

Usage

python main.py --dataset=mnist --lr=3.0 --t_train=False --num_sample=24000 --batch_size=100

TO-DO

Hard to repruduce the results in paper. The paper author also does not reply.

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Pytorch implement of Zero-shot Knowledge Distillation in Deep Neural Networks

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