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CI fails #5

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SebastianM-C opened this issue Apr 6, 2024 · 1 comment
Closed

CI fails #5

SebastianM-C opened this issue Apr 6, 2024 · 1 comment
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SebastianM-C commented Apr 6, 2024 •
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Describe the bug 🐞

From the CI logs it seems that we're in a very unstable region of the parameter space as I spotted a few "instability detected".
I think that the contribution from the neural network is way too high (I saw a loss value of over 100), so providing a better initialization is needed.

Edit: https://github.com/SciML/UDEComponents.jl/actions/runs/8584659765/job/23525159777?pr=7#step:6:643 shows that the NaN test failed, so that confirms my suspicion.

Expected behavior

Tests pass.
@SebastianM-C SebastianM-C added the bug Something isn't working label Apr 6, 2024
@SebastianM-C SebastianM-C self-assigned this Apr 6, 2024
This was referenced Apr 6, 2024
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Fixed by #6

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