Fixes issue with model reconstruction of the upper half of the image & saves model checkpoint in s3#193
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Fixes issue with model reconstruction of the upper half of the image & saves model checkpoint in s3#193
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March 11, 2024 13:03
- Lr -> 1e-5 to 1e-5 - Data -> Size: 256 x 256, patchsize: 16 - Log checkpoints to s3 - Save model params along with optimizer & epoch state
…while training & validation.
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This was referenced Mar 26, 2024
yellowcap
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Mar 26, 2024
srmsoumya
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Apr 19, 2024
half of the image & saves model checkpoint in s3 (#193) - Fix issue with not shuffling during validation run. Use shuffle=True while training & validation. - Log to devseed-gaia account of wandb & save checkpoints on s3. - Update params for v0.2 model run - Lr -> 1e-4 to 1e-5 - Data -> Size: 256 x 256, patchsize: 16 - Log checkpoints to s3 - Save model params along with optimizer & epoch state
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@weiji14 I am getting an error with create a For now, I have merged this branch with main, as we need to develop v1 on top of v0.2. We can fix the issues with conda-lock & do a v0.2 release next week. |
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Hmm, did you run I'll patch this up at #225, and also update the docs slightly under the Note section in https://clay-foundation.github.io/model/installation.html#advanced about re-locking the conda-lock.yml file. |
weiji14
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This PR resolves an issue with the model reconstructing just the bottom 50% of the image during validation and stores model checkpoints in the s3 store.
Fixes #156 #138