benwtrent commented on PR #15564:
URL: https://github.com/apache/lucene/pull/15564#issuecomment-3744665791

   Here is 1M vectors dibit with byte query:
   
   ```
   recall  latency(ms)  netCPU  avgCpuCount  fanout  visited
    0.600        0.258   0.244        0.946       0     1086
    0.655        0.305   0.297        0.974       5     1360
    0.682        0.341   0.334        0.979      10     1603
    0.717        0.473   0.465        0.983      25     2305
    0.740        0.654   0.646        0.988      50     3417
    0.753        1.049   1.041        0.992     100     5463
   ```
   
   Here is the same data set, but dibit with nibble query:
   ```
    0.594        0.190   0.183        0.963       0     2 bits     1056    
262.08       3815.67          227.70         3221.32      3126.144      196.457
    0.642        0.229   0.223        0.974       5     2 bits     1328    
262.08       3815.67          227.70         3221.32      3126.144      196.457
    0.669        0.265   0.259        0.977      10     2 bits     1582    
262.08       3815.67          227.70         3221.32      3126.144      196.457
    0.709        0.367   0.361        0.984      25     2 bits     2306    
262.08       3815.67          227.70         3221.32      3126.144      196.457
    0.730        0.519   0.512        0.987      50     2 bits     3424    
262.08       3815.67          227.70         3221.32      3126.144      196.457
    0.744        0.801   0.794        0.991     100     2 bits     5481    
262.08       3815.67          227.70         3221.32      3126.144      196.457
   ```
   
   Hmmm, not much improvement on recall. Let me see if increasing `k` or 
changing the dataset adjusts these results.


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: [email protected]

For queries about this service, please contact Infrastructure at:
[email protected]


---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]

Reply via email to