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Instructions to reproduce this experiment

Debugging data pre-processing

Sample images

  1. Run experiment: python run_samples_cifar10.py and python run_samples_imagenet.py. Find the images in output/fig_samples.
  2. Clean up or start over: bash clean_samples.sh

Gradient element distribution

  1. (Optional) Extract results.zip to use the original data.
  2. Run experiment: python run_histograms_cifar10.py and python run_histograms_imagenet.py.
  3. Plot the results: python plot_histograms.py. Find the images in output/fig_histogram.
  4. Clean up or start over: bash clean_histograms.sh