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Integrated Gradients - Higher Convergence Delta with more Steps?

Open Steven-Palayew opened this issue 1 year ago • 0 comments

Working with the example from this tutorial here: https://github.com/munnm/XAI-for-practitioners/blob/462b1fc79d9cf7998992e1878c60d9d4c6282982/05-text/layer_integrated_gradients.ipynb, it seems as though using less steps actually decreases the size of the convergence delta? Ie see screenshots below.

image image image

I'm just wondering if this is normal behaviour? From #311 it seems like we would expect the opposite to occur.

TIA!

Steven-Palayew avatar Aug 25 '24 08:08 Steven-Palayew