hendrycks / outlier-exposure

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
Apache License 2.0
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Is each epoch using novel OOD data? #17

Closed dlmacedo closed 3 years ago

dlmacedo commented 3 years ago

I guess that, even using seed, during the program using the following line generates new OOD from the 80 million available:

train_loader_out.dataset.offset = np.random.randint(len(train_loader_out.dataset))

I guess this may be overestimenting results as we may be using much more OOD data than originally thought.