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The whole collection: in the Data tab the new Download the whole collection... button saves all the
70,000 photos of MNIST. First a window tells you how much space they take. From the terminal: download --all. With all the photos the network gets to about 98.5% on the test photos.
The photos load in a moment even when there are many: they are also saved in a single quick copy
(data/photos/train.npz and test.npz), because reading thousands of PNG files took minutes.
Evaluation tab: the robustness curves are computed in the background, so the window no longer freezes,
and the points map shows at most 1000 photos (t-SNE on 10,000 would take minutes).
README: animated intro at the top, new Data tab screenshot.