[WIP] Add a minimal pointcept to train the fvdb-based ptv3. #4
Open
TarzanZhao wants to merge 7 commits intomainfrom
Open
[WIP] Add a minimal pointcept to train the fvdb-based ptv3. #4TarzanZhao wants to merge 7 commits intomainfrom
TarzanZhao wants to merge 7 commits intomainfrom
Conversation
…d most of code which are not used in ptv3 training. Signed-off-by: Hexu Zhao <hexuz@nvidia.com>
Signed-off-by: Christopher Horvath <chorvath@nvidia.com>
Signed-off-by: Christopher Horvath <chorvath@nvidia.com>
Signed-off-by: Christopher Horvath <chorvath@nvidia.com>
Signed-off-by: Christopher Horvath <chorvath@nvidia.com>
Signed-off-by: Christopher Horvath <chorvath@nvidia.com>
Signed-off-by: Christopher Horvath <chorvath@nvidia.com>
This file contains hidden or 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
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
This PR introduces training code for Point Transformer V3 using the ScanNet dataset. Here are a few benefits:
Provides a practical example of integrating fvdb in a real training pipeline.
Enables verification of fvdb-based Point Transformer V3 accuracy/performance.
This end-to-end benchmark makes it easier for contributors of fVDB to collaborate on fvdb-based Point Transformer V3.
For instructions on training, please refer to
point_transformer_v3/README.md.