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feat: add shared memory for DDP data deduplication#3754

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ori-kron-wis wants to merge 3 commits intomainfrom
Ori-reduce-DPP-memory-footprint
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feat: add shared memory for DDP data deduplication#3754
ori-kron-wis wants to merge 3 commits intomainfrom
Ori-reduce-DPP-memory-footprint

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@ori-kron-wis ori-kron-wis self-assigned this Mar 19, 2026
@ori-kron-wis ori-kron-wis added the on-merge: backport to 1.4.x on-merge: backport to 1.4.x label Mar 19, 2026
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codecov bot commented Mar 19, 2026

Codecov Report

❌ Patch coverage is 47.20497% with 85 lines in your changes missing coverage. Please review.
✅ Project coverage is 88.13%. Comparing base (4acf2f7) to head (1b58047).
⚠️ Report is 1 commits behind head on main.

Files with missing lines Patch % Lines
src/scvi/dataloaders/_shared_memory.py 45.65% 75 Missing ⚠️
src/scvi/dataloaders/_data_splitting.py 56.52% 10 Missing ⚠️
Additional details and impacted files
@@            Coverage Diff             @@
##             main    #3754      +/-   ##
==========================================
- Coverage   88.21%   88.13%   -0.09%     
==========================================
  Files         229      230       +1     
  Lines       22622    23219     +597     
==========================================
+ Hits        19957    20465     +508     
- Misses       2665     2754      +89     
Flag Coverage Δ
integration 71.28% <47.20%> (+0.20%) ⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Files with missing lines Coverage Δ
src/scvi/dataloaders/_data_splitting.py 92.56% <56.52%> (-3.37%) ⬇️
src/scvi/dataloaders/_shared_memory.py 45.65% <45.65%> (ø)

... and 3 files with indirect coverage changes

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@ori-kron-wis ori-kron-wis added the multiGPU tests Run test suite on Multi GPU CUDA workstation label Mar 19, 2026
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multiGPU tests Run test suite on Multi GPU CUDA workstation on-merge: backport to 1.4.x on-merge: backport to 1.4.x

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