rich7420 opened a new pull request, #1088:
URL: https://github.com/apache/mahout/pull/1088

   ### Related Issues
   
   <!-- Closes #123 -->
   
   ### Changes
   - [ ] Bug fix
   - [x] New feature
   - [ ] Refactoring
   - [x] Documentation
   - [ ] Test
   - [ ] CI/CD pipeline
   - [ ] Other
   
   ### Why
   
   <!-- Why is this change needed? -->
   Align the Iris amplitude encoding benchmark between the pure PennyLane 
baseline and the QDP pipeline so we can directly compare full training behavior 
with only the encoding step changed.
   
   ### How
   
   <!-- What was done? -->
   Updated pennylane_baseline/iris_amplitude.py and 
qdp_pipeline/iris_amplitude.py to share the same data loading, CLI options, and 
training loop, differing only in encoding (get_angles vs QDP QuantumDataLoader 
+ StatePrep).
   Added --data-file, optimizer/early-stop/trials flags, and consistent logging 
to both scripts to support reproducible comparisons.
   
   please try it
   
   ## Checklist
   
   - [x] Added or updated unit tests for all changes
   - [x] Added or updated documentation for all changes
   


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