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Ensure that checkpoint_num_classes is propagated from YAML to model #1533

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merged 4 commits into from
Oct 17, 2023

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BloodAxe
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Fixes a bug that checkpoint_num_classes cannot be set through YAML file:

Use case: Downloaded pre-trained checkpoint from sghub locally and want to train a model with 1 class instead of 80. Since it's local checkpoint, not using pretrain_weights but checkpoint_path. In this case must specify checkpoint_num_classes but it is not propagated properly.

checkpoint_params:
 checkpoint_num_classes: 80
 num_classes: 1
 checkpoint_path: /yolo_nas_m_coco.pth
 strict_load: key_matching

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@Louis-Dupont Louis-Dupont left a comment

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src/super_gradients/training/sg_trainer/sg_trainer.py Outdated Show resolved Hide resolved
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@Louis-Dupont Louis-Dupont left a comment

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LGTM

@BloodAxe BloodAxe merged commit 8923bbc into master Oct 17, 2023
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@BloodAxe BloodAxe deleted the feature/SG-000-fix-checkpoint-num-classes branch October 17, 2023 07:03
Louis-Dupont pushed a commit that referenced this pull request Oct 17, 2023
…#1533)

* Ensure that `checkpoint_num_classes` is propagated from YAML to models.get()

* Red checkpoint_num_classes via get_params
Louis-Dupont added a commit that referenced this pull request Oct 17, 2023
* first draft

* fix

* fix

* fix detectiondataset

* Ensure that `checkpoint_num_classes` is propagated from YAML to model (#1533)

* Ensure that `checkpoint_num_classes` is propagated from YAML to models.get()

* Red checkpoint_num_classes via get_params

* Fixed a bug in export() that prevented to export model for BS>1 (#1530)

* Remove unnecessary files (#1540)

* remove check on base class

---------

Co-authored-by: Eugene Khvedchenya <[email protected]>
Louis-Dupont added a commit that referenced this pull request Oct 17, 2023
* first draft

* fix

* fix

* fix detectiondataset

* Ensure that `checkpoint_num_classes` is propagated from YAML to model (#1533)

* Ensure that `checkpoint_num_classes` is propagated from YAML to models.get()

* Red checkpoint_num_classes via get_params

* Fixed a bug in export() that prevented to export model for BS>1 (#1530)

* Remove unnecessary files (#1540)

* remove check on base class

---------

Co-authored-by: Eugene Khvedchenya <[email protected]>
Louis-Dupont added a commit that referenced this pull request Oct 18, 2023
* first draft

* fix

* fix

* fix detectiondataset

* Ensure that `checkpoint_num_classes` is propagated from YAML to model (#1533)

* Ensure that `checkpoint_num_classes` is propagated from YAML to models.get()

* Red checkpoint_num_classes via get_params

* Fixed a bug in export() that prevented to export model for BS>1 (#1530)

* Remove unnecessary files (#1540)

* remove check on base class

---------

Co-authored-by: Eugene Khvedchenya <[email protected]>
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2 participants