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

Merged

christinadionysio merged 26 commits into

apache:mainfrom

christinadionysio:improve_reps

Oct 28, 2026

Merged

[SYSTEMDS-3913] Improve Representation Handling in Scuro#2625
christinadionysio merged 26 commits into
apache:mainfrom
christinadionysio:improve_reps

Commits on Oct 12, 2026
- decode visual modality more efficiently
  christinadionysio
  committed
  d28e52b
- avoid aggregation pushdown if other consumers exist
  christinadionysio
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  ba65e22
- improve openface represenations
  christinadionysio
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  2b908f8
Commits on Oct 13, 2026
- improve visual preprocessing
  christinadionysio
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  5d0b8a1
- adapt number of gpu slots for representation nodes
  christinadionysio
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  d667b30
- avoid model loading
  christinadionysio
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  4ec4d63
- keep models over workers
  christinadionysio
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  74a1e72
- float16 to uint8 in histogram to save time
  christinadionysio
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  210ac53
- add efficient model execution to other modalities
  christinadionysio
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  98c7d53
- cache all layers for hpo
  christinadionysio
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  c04fa46
- imagbind licensing
  christinadionysio
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  3cfa8c4
- more efficient audio loading
  christinadionysio
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  c947a07
- add chunk cache for text modality
  christinadionysio
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  b631fec
Commits on Oct 14, 2026
- improve audio reps
  christinadionysio
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  6983aba
- fix seeds
  christinadionysio
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  214fbec
- fix lstm
  christinadionysio
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  cc8e002
- apply reduction only to vectors
  christinadionysio
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  7516f2d
Commits on Oct 15, 2026
- find ranks of data
  christinadionysio
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  5f50a9c
- reording
  christinadionysio
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  5896fd1
- fix padding
  christinadionysio
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  fc34f97
- fit reps in multimodal optimization
  christinadionysio
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  db7f851
- swap same subtree
  christinadionysio
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  236db1f
- fix upper bound for windowing stats
  christinadionysio
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  0c479dc
- update memory of failed nodes
  christinadionysio
  committed
  ef836f2
Commits on Oct 28, 2026
- fix errors
  christinadionysio
  committed
  68c1e39
- missing file
  christinadionysio
  committed
  8c47a9b

Commits

Commits on Oct 12, 2026

Commits on Oct 13, 2026

Commits on Oct 14, 2026

Commits on Oct 15, 2026

Commits on Oct 28, 2026