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Implement a custom loss function that is a weighted combination of metrics.
something like
loss = .8 * diceCE + .1* hassdorfs + .1 other
implement:
https://lightning.ai/docs/torchmetrics/stab…
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**Describe the bug**
Too large `step_size` which may cause the learning rate never decreases unless the model is trained for 5000 epochs.
https://github.com/Project-MONAI/tutorials/blob/bbc4e180f513…
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Dear Experts,
Is it possible to train auto3dseg on new data and labels? We plan to generate automatic liver, HCC/cholangiocarcinoma/metastases, PV and hepatic veins segmentations, for surgical plan…
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**Describe the bug**
Models have all finished training, and during the ensembling process, cuda runs out of memory.
Reproduce
Steps to reproduce the behavior:
Run Autorunner on AMOS22 dataset
…
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**Is your feature request related to a problem? Please describe.**
follow up of discussion https://github.com/Project-MONAI/MONAI/discussions/6641
would be great to add input spatial size vs model…
wyli updated
8 months ago
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It seems that in the majority of tutorials, the optimisation for loop is given explicitly. In relatively few places, the `SupervisedTrainer` is used, despite existing for this reason.
I can see why…
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Hi there!
Thanks so much for making code open-source? I have a couple of questions:
- are you planning to share model weights?
- what python version/libraries/enviroment is used?
- is there an exa…
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**Describe the bug**
This Class [ConvertToMultiChannelBasedOnBratsClassesd](https://github.com/Project-MONAI/tutorials/blob/c75cce3887c01fcea0b69e89f4d1e977fae2e782/acceleration/distributed_trainin…
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**Describe the bug**
```
[2023-01-10T15:57:42.182Z] Running ./modules/transform_visualization.ipynb
[2023-01-10T15:57:42.182Z] Checking PEP8 compliance...
[2023-01-10T15:57:42.182Z] .*federated_le…
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The LocalNet in the [3D registration tutorial](https://github.com/Project-MONAI/tutorials/blob/main/3d_registration/paired_lung_ct.ipynb) is currently instantiated as:
```py
model = LocalNet(
s…