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Problem with reproducing the results given in table 1 of the paper #4

@navdeeps350

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@navdeeps350

Dear Authors,
I was reading your paper 'Combinatorial Optimization with Physics-Inspired Graph Neural Networks' and really liked it so I tried to reproduce it. The paper is attached with the code to solve the MIS problem. But I was trying to solve the MaxCut problem by altering and adding a bit to the code you provided and getting the results as given in table 1 for the MaxCut problem using GCN but was unable to get similar results.
I am attaching the COLAB file with the code and also the text file which I used to reproduce the results. Could you please tell me where I am getting wrong?
Thank you.

With regards,
Navdeep Singh Bedi

MaxCut_GCN.zip

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