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Irreproducible Example_1_function_fitting.ipynb #454

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tyagi-ankit opened this issue Sep 16, 2024 · 2 comments
Open

Irreproducible Example_1_function_fitting.ipynb #454

tyagi-ankit opened this issue Sep 16, 2024 · 2 comments

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@tyagi-ankit
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Example_1_function_fitting.ipynb runs, but it's plots/results no longer match the saved ones on github. They also don't match the ones given in the paper.

Results obtained by running Example_1_function_fitting.ipynb are very poor.
out1
out2

@junfeng-chen
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Example_1_function_fitting.ipynb runs, but it's plots/results no longer match the saved ones on github. They also don't match the ones given in the paper.

Results obtained by running Example_1_function_fitting.ipynb are very poor. out1 out2

I had similar results to yours. After changing the width to [2,4,1] and fitting the model on GPU, I managed to obtain a loss at the level of 1e-5.

@tyagi-ankit
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I found the results change drastically if you change the seed, while keeping everything else the same.

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