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Make complex unique key for mem cache handler #3897

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Aug 27, 2024
Merged

Make complex unique key for mem cache handler #3897

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00c44de
make complex unique key for mem cache handler
wonjuleee Aug 26, 2024
d4568f8
tmp
wonjuleee Aug 26, 2024
bdfa8ed
add exception
wonjuleee Aug 27, 2024
1c6fe0d
update doc
wonjuleee Aug 27, 2024
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1 change: 1 addition & 0 deletions CHANGELOG.md
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Expand Up @@ -9,6 +9,7 @@ All notable changes to this project will be documented in this file.
- Fix labels names in hierarchical config (<https://github.com/openvinotoolkit/training_extensions/pull/3879>)
- Fix Learning Rate and Loss Handling in Tile Classifier MaskRCNN EfficientNet (<https://github.com/openvinotoolkit/training_extensions/pull/3873>)
- Disable Tile Classifier in Rotated Detection (<https://github.com/openvinotoolkit/training_extensions/pull/3894>)
- Enhance Memeory Cache Handler with Complex Unique Keys (<https://github.com/openvinotoolkit/training_extensions/pull/3897>)

## \[v1.6.4\]

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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -102,6 +102,7 @@ You can find more details with examples in the [CLI command intro](https://openv

- Fix labels names in hierarchical config
- Fix Learning Rate and Loss Handling in Tile Classifier MaskRCNN EfficientNet
- Enhance Memeory Cache Handler with Complex Unique Keys

### Release History

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1 change: 1 addition & 0 deletions docs/source/guide/release_notes/index.rst
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Expand Up @@ -9,6 +9,7 @@ v1.6.5 (3Q24)

- Fix labels names in hierarchical config
- Fix Learning Rate and Loss Handling in Tile Classifier MaskRCNN EfficientNet
- Enhance Memeory Cache Handler with Complex Unique Keys

v1.6.4 (3Q24)
-------------
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7 changes: 6 additions & 1 deletion src/otx/algorithms/common/adapters/mmcv/pipelines/load_image_from_otx_dataset.py
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Expand Up @@ -42,7 +42,12 @@ def _get_unique_key(results: Dict[str, Any]) -> Tuple:
if "cache_key" in results:
return results["cache_key"]
d_item = results["dataset_item"]
results["cache_key"] = d_item.media.path, d_item.roi.id
if d_item.media.path: # when video extracted frames come, media.path is None
results["cache_key"] = d_item.media.path, d_item.roi.id
elif len(d_item.annotation_scene.annotations) > 0:
results["cache_key"] = d_item.roi.id, d_item.annotation_scene.annotations[0].id
else:
results["cache_key"] = d_item.roi.id
return results["cache_key"]

def _get_memcache_handler(self):
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