benwtrent commented on PR #12962:
URL: https://github.com/apache/lucene/pull/12962#issuecomment-1912157192

   I ran my own experiment, which showed some interesting and frustrating 
results. 
   
   I adjusted the indexing to randomly commit() on every 500 docs or so. I 
indexed the first 10M docs of cohere-wiki and used max-inner product over the 
raw float32. This showed that we have some graph building problems, will 
include those results as well.
   
   # Graph
   
   
![image](https://github.com/apache/lucene/assets/4357155/7670c364-e66a-4719-a6b5-3f068d732863)
   
   The python code & raw data used:
   
   <detail>
   
   ```python
   ```
   
   </detail>


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