This repository was archived by the owner on Mar 21, 2024. It is now read-only.
Added possibility to set num_downsampling_paths for Unet as part of model configuration #425
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
|
/azp run |
|
Azure Pipelines successfully started running 1 pipeline(s). |
ant0nsc
approved these changes
Mar 26, 2021
melanibe
approved these changes
Mar 26, 2021
# for free
to subscribe to this conversation on GitHub.
Already have an account?
#.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
The
Unetparameternum_downsampling_pathsdefines the number of network layers. It was previously always set to4, but can now be modified as a part of model configuration. The default value remains4. A lower value may be useful for decreasing memory requirements, of for working with shorter images. (The minimum number of image slices required when using a network ofnlayers is2**n.)The parameter
num-downsampling-pathsis initialised in InnerEye/ML/config.py, then is used inUnetcreation in thebuild_net()function of InnerEye/ML/utils/model_util.py. An associated unit test has been added to Tests/ML/test_config_helpers.py.