feat: new features benchmark branch mlx assymetric annbatch

[ori-kron-wis]

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[codecov]

Codecov Report

❌ Patch coverage is 8.94118% with 774 lines in your changes missing coverage. Please review.
✅ Project coverage is 70.57%. Comparing base (7901963) to head (4756c56).

Files with missing lines	Patch %	Lines
src/scvi/module/_mlxvae.py	0.00%	214 Missing ⚠️
src/scvi/train/_trainingplans.py	7.55%	159 Missing ⚠️
src/scvi/model/base/_mlxmixin.py	0.00%	132 Missing ⚠️
src/scvi/dataloaders/_custom_dataloaders.py	26.74%	126 Missing ⚠️
src/scvi/model/_mlxscvi.py	0.00%	52 Missing ⚠️
src/scvi/module/_jaxvae.py	13.33%	39 Missing ⚠️
src/scvi/model/base/_jaxmixin.py	6.89%	27 Missing ⚠️
src/scvi/model/__init__.py	0.00%	5 Missing ⚠️
src/scvi/model/base/__init__.py	0.00%	5 Missing ⚠️
src/scvi/module/__init__.py	0.00%	5 Missing ⚠️
... and 3 more

❌ Your project check has failed because the head coverage (70.57%) is below the target coverage (75.00%). You can increase the head coverage or adjust the target coverage.

❗ There is a different number of reports uploaded between BASE (7901963) and HEAD (4756c56). Click for more details.

HEAD has 38 uploads less than BASE

Flag	BASE (7901963)	HEAD (4756c56)
	41	3

Additional details and impacted files

@@             Coverage Diff             @@
##             main    #3713       +/-   ##
===========================================
- Coverage   88.43%   70.57%   -17.87%     
===========================================
  Files         226      229        +3     
  Lines       21909    22747      +838     
===========================================
- Hits        19375    16053     -3322     
- Misses       2534     6694     +4160     

Files with missing lines	Coverage Δ
src/scvi/dataloaders/__init__.py	100.00% <100.00%> (ø)
src/scvi/module/_vae.py	96.61% <100.00%> (+0.09%)	⬆️
src/scvi/model/_jaxscvi.py	43.75% <50.00%> (-56.25%)	⬇️
src/scvi/train/__init__.py	77.27% <0.00%> (-17.18%)	⬇️
src/scvi/model/__init__.py	77.77% <0.00%> (-17.68%)	⬇️
src/scvi/model/base/__init__.py	75.00% <0.00%> (-19.74%)	⬇️
src/scvi/module/__init__.py	76.92% <0.00%> (-18.32%)	⬇️
src/scvi/train/_callbacks.py	72.34% <0.00%> (-9.28%)	⬇️
src/scvi/model/base/_jaxmixin.py	28.35% <6.89%> (-66.38%)	⬇️
src/scvi/module/_jaxvae.py	32.14% <13.33%> (-66.79%)	⬇️
... and 5 more

... and 73 files with indirect coverage changes

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