Studying and reproducing final solution

I am trying to reproduce 1st rank solution. The original solution used PyTorch 1.9.0. My GPU is quite new and cannot work with PyTorch 1.9.0, so I use PyTorch 1.10.0. The best score so far is 0.624, instead of original 0.700

Here is the Data Flow Diagram of the algorithm:

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