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Showing content from https://github.com/jax-ml/jax/issues/2129 below:

grad of fori_loop leads to cryptic error message · Issue #2129 · jax-ml/jax · GitHub

I encounter the following AssertionError when trying to use grad():

https://github.com/google/jax/blob/5362ea1d3d5f529ff31ad777e17634db8a5bf18d/jax/interpreters/ad.py#L98

The function I'm trying to differentiate is rather complex, so I wouldn't be surprised if the error is related to something else in my code. However, I am unclear where to begin as I do not even understand the point of the assertion, and it does not have any surrounding documentation. So that I can debug further, can you help me understand what this is for?


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