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inNRCan/geo-deep-learning (press backspace or delete to remove)Describe the bug In gdl-lightning, the way we are currently handling the Torchmetric metrics is causing a subtle and
slow memory leak. This can lead to OOM crash if ran for enough epochs. I discovered ...
bug
SimonLalan7
- Opened 19 days ago
- #582
Describe the bug The latest version of the Dockerfile is now failing because of an HTTP 404 error while getting the
latest version of miniforge as the location no longer exist
(https://github.com/conda-forge/miniforge/releases/latest/download/Mambaforge-Linux-x86_64.sh) ...
bug
jfbourgon
- Opened on Feb 17
- #581
This feature involves creating a dataset that supports extracting samples using a moving window approach on a whole
image stored locally or remotely. The goal is to provide a straightforward mechanism ...
effort : 3
P1
refactoring
LucaRom
- Opened on Oct 17, 2024
- #580
Since the introduction of TorchScript model, we no longer have the ability to run model on multiple GPUs.
See following issue for additional details: https://github.com/NRCan/geo-inference/issues/6
- Opened on Sep 5, 2024
- #577
Describe the bug
I want to correct a fatal bug in the decoder architecture which implements the wrong embedding size in the decoder part
of the segformer model.
https://github.com/NRCan/geo-deep-learning/blob/fc633eee7e72d1a3c157ea73f450624a16e60a0a/models/segformer.py#L30-L31 ...
bug
valhassan
- Opened on Aug 16, 2024
- #576
Is your feature request related to a problem? Please describe. I would like to refactor geo-deep-learning to be modular,
composable and maintainable.
Describe the solution you d like geo-deep-learning ...
effort : 5
enhancement
P1
- 2
- Opened on Jul 29, 2024
- #573
Describe the bug The use of solaris within GDL causes some issues.
1. It is an inactive project that is not maintained
2. Dependency Resolution; it causes conflicts with other actively maintained packages. ...
bug
- Opened on Jun 19, 2024
- #570
Describe the bug When a class does not show up in a batch, the corresponding row in the confusing matrix becomes zero.
As a result, division by zero happens and performance metrics for that class becomes ...
bug
FatemehEsfahani
- Opened on Jun 13, 2024
- #569
Is your feature request related to a problem? Please describe. I would like to integrate geo-inference python package
which facilitates the use of self-contained portable models to complete extractions ...
enhancement
- Opened on May 28, 2024
- #565
Describe the bug The original min and max ranges are inferred from the array in this function. The correct case is to
provide the range as parameters to avoid floating point errors Expected: (0, 1) Actual: ...
bug
- Opened on May 13, 2024
- #562
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