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openclimatefix / graph_weather

PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph Neural Networks" paper (https://arxiv.org/abs/2202.07575)
MIT License
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how to run the code #60

Open sabbir2331 opened 1 year ago

sabbir2331 commented 1 year ago

Can someone please tell me how to run the code? Because, When I tried to run the program after installing necessary dependencies in colab says out of memories and crashes.

jacobbieker commented 1 year ago

The code does use a very large amount of memory, so running out of ram is unfortunately quite common. One way to do it would be to reduce the size of the model quite a lot, or reduce the number of input features. I am trying to figure out a better way of encoding the graph, as that takes most of the memory, but I haven't figured it out yet.

peterdudfield commented 1 year ago

@all-contributors please add @sabbir2331 for question

allcontributors[bot] commented 1 year ago

@peterdudfield

I've put up a pull request to add @sabbir2331! :tada: