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[SYSTEMDS-3913] Improve Representation Handling in Scuro - #2625

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christinadionysio merged 26 commits into
apache:mainfrom
christinadionysio:improve_reps
Oct 28, 2026
Merged

christinadionysio merged 26 commits into
apache:mainfrom
christinadionysio:improve_reps

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This patch improves how the memory and execution, and seeding of representations in done. It adds additional parameters to the hpo.

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codecov Bot commented Oct 28, 2026

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Codecov Report

❌ Patch coverage is 56.85943% with 1022 lines in your changes missing coverage. Please review.
✅ Project coverage is 75.54%. Comparing base (fc1bf7a) to head (8c47a9b).
⚠️ Report is 5 commits behind head on main.

Files with missing lines Patch % Lines
...in/python/systemds/scuro/drsearch/node_executor.py 36.39% 173 Missing ⚠️
src/main/python/systemds/scuro/models/fused_mlp.py 12.58% 132 Missing ⚠️
...ython/systemds/scuro/representations/image_bind.py 31.61% 93 Missing ⚠️
...main/python/systemds/scuro/representations/clip.py 33.07% 87 Missing ⚠️
...main/python/systemds/scuro/representations/bert.py 47.24% 67 Missing ⚠️
.../main/python/systemds/scuro/representations/x3d.py 20.28% 55 Missing ⚠️
.../python/systemds/scuro/representations/openface.py 3.63% 53 Missing ⚠️
...ain/python/systemds/scuro/representations/utils.py 62.50% 48 Missing ⚠️
src/main/python/systemds/scuro/drsearch/task.py 12.76% 41 Missing ⚠️
...n/python/systemds/scuro/drsearch/node_scheduler.py 32.69% 35 Missing ⚠️
... and 28 more
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #2625      +/-   ##
==========================================
- Coverage   76.68%   75.54%   -1.15%     
==========================================
  Files         452      454       +2     
  Lines       28066    29799    +1733     
==========================================
+ Hits        21523    22512     +989     
- Misses       6543     7287     +744     
Flag Coverage Δ
python 75.54% <56.85%> (-1.15%) ⬇️

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@christinadionysio
christinadionysio merged commit 8ddd380 into apache:main Oct 28, 2026
9 of 10 checks passed
@github-project-automation github-project-automation Bot moved this from In Progress to Done in SystemDS PR Queue Oct 28, 2026
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