Please refer to exp3 requirements for more details.
Download work_dir here, which contains training logs, json files and .pth files.
In this experiment, I only use ResNet9 and VGG13_bn trained in exp2.
Folder structure is the same as exp2.
Results:
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ResNet9 The feature maps of the last conv layer:
Test accuracy change with respect to pruned neuron numbers:
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VGG13_bn The feature maps of the last conv layer:
Test accuracy change with respect to pruned neuron numbers:
Analysis is in the exp3_report.