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inallenai/rslearn (press backspace or delete to remove)Because AllPatchesDataset wraps ModelDataset and is an IterableDataset, finetuning does not work anymore
(RslearnDataModule tries to shuffle during training).
ryspark
- 1
- Opened yesterday
- #230
If using Lightning CLI s validate subcommand, there is currently no supported way to load in decoder weights from .ckpt
file. Loading decoder weights happens in RslearnLightningModule via restore_config, ...
ryspark
- 2
- Opened 8 days ago
- #227
The loss is not computed during prediction but MultiTaskModel tries to multiply the loss by task_weights so it runs into
error.
favyen2
- 1
- Opened 8 days ago
- #225
If you set the unfreeze epoch to be 0 with the FreezeUnfreeze callback, there is weird behavior where parameter
gradients continue to accumulate even after calling zero_grad. Not entirely sure why this ...
bug
wontfix
ryspark
- 1
- Opened 17 days ago
- #217
It may make sense to have a unified way to sort and filter items across data sources. Currently many data sources expose
these options, some like Planetary Computer data source have a generic way to do ...
favyen2
- Opened on Jul 8
- #198
In https://github.com/allenai/rslearn/blob/e5b1215193c2d26cb054fb6954fa76b207e219fc/rslearn/train/dataset.py#L550 we
have custom logic to avoid rasterio rewarping for maximum speed when loading data that ...
favyen2
- Opened on Jul 1
- #192
Currently we use rough statistics across all bands, but we can see if it is better to use Helios dataset statistics
computed per-band for Sentinel-1 / Sentinel-2.
favyen2
- Opened on Jun 26
- #189
It should be more flexible with directly passing in the optimizer / scheduler (or factory for it) as argument.
favyen2
- 1
- Opened on Jun 17
- #186

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