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Reproduce the Metnet3 using dataset in Weather4Cast

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Metnet3

Reproduce the Metnet3 using dataset in Weather4Cast

training_validation_loss_1

training_validation_loss_2

Citation:

https://github.com/lucidrains/metnet3-pytorch?tab=readme-ov-file

@article{Andrychowicz2023DeepLF, title = {Deep Learning for Day Forecasts from Sparse Observations}, author = {Marcin Andrychowicz and Lasse Espeholt and Di Li and Samier Merchant and Alexander Merose and Fred Zyda and Shreya Agrawal and Nal Kalchbrenner}, journal = {ArXiv}, year = {2023}, volume = {abs/2306.06079}, url = {https://api.semanticscholar.org/CorpusID:259129311} }

@inproceedings{ElNouby2021XCiTCI, title = {XCiT: Cross-Covariance Image Transformers}, author = {Alaaeldin El-Nouby and Hugo Touvron and Mathilde Caron and Piotr Bojanowski and Matthijs Douze and Armand Joulin and Ivan Laptev and Natalia Neverova and Gabriel Synnaeve and Jakob Verbeek and Herv{'e} J{'e}gou}, booktitle = {Neural Information Processing Systems}, year = {2021}, url = {https://api.semanticscholar.org/CorpusID:235458262} }

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