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omoindrot avatar omoindrot commented on May 26, 2024

Maybe you have too many images and TensorBoard will take forever to run PCA?

Try a minimal example with maybe two images.

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alexandreduhamel avatar alexandreduhamel commented on May 26, 2024

Even with 2 images(MNIST dataset, dimension 64), this still hang on computing PCA.

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omoindrot avatar omoindrot commented on May 26, 2024

Not sure what happens then.

Maybe check stackoverflow: https://stackoverflow.com/questions/44054907/tensorfboard-embeddings-hangs-with-computing-pca

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mharshe avatar mharshe commented on May 26, 2024

Even with 2 images(MNIST dataset, dimension 64), this still hang on computing PCA.

There was a bug in (or until) tensorboard 1.11 which prevented the embeddings from being plotted. tensorflow/tensorboard#1480 The bug is fixed for v1.12 or if you prefer to stick to earlier version of tensorboard, then patch it with this patch tensorflow/tensorboard#1481 and compile tensorboard yourself. I had the same problem.

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