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In every round of training my model, I am generating an array vals which I would like to visualize. How can I plot this in tensorboard? SummaryWriter.add_scalar doesn't seem sufficient.

I've google around a bit, and the only solution I have seen is creating a matplotlib figure and then sending that to tensorboard. Ideally, I'd like to avoid that.

I'm using the tensorboard summary writer in torch (not using Tensorflow directly).

Thanks!

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1 Answers

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Have you tried Aim? It's pretty flexible for recording and comparing.