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Gb/disc valid #246

Merged
merged 2 commits into from
Nov 21, 2024
Merged

Gb/disc valid #246

merged 2 commits into from
Nov 21, 2024

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grantbuster
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@bnb32 fyi i started this yesterday and already see good results with the solar model that has a small number of timesteps passed to the disc. This makes a ton of sense since stride=2 for a lot of the conv layers in disc, which will compress the image significantly and padding zeros will have an outsized effect on the small solar observation. The effect will become negligible as the observation size grows but i still think this is a worthwhile improvement.

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bnb32 commented Nov 20, 2024

@bnb32 fyi i started this yesterday and already see good results with the solar model that has a small number of timesteps passed to the disc. This makes a ton of sense since stride=2 for a lot of the conv layers in disc, which will compress the image significantly and padding zeros will have an outsized effect on the small solar observation. The effect will become negligible as the observation size grows but i still think this is a worthwhile improvement.

Yeah this is a great point. The typical use case for the solar model (few timesteps) makes this definitely worth doing.

@grantbuster grantbuster force-pushed the gb/disc_valid branch 2 times, most recently from 8124053 to f14719b Compare November 21, 2024 16:20
@grantbuster grantbuster merged commit 4430b36 into main Nov 21, 2024
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@grantbuster grantbuster deleted the gb/disc_valid branch November 21, 2024 18:06
github-actions bot pushed a commit that referenced this pull request Nov 21, 2024
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