Commit Graph

11 Commits

Author SHA1 Message Date
Robert Schulze
7d354164a5
Add performance test for dotProduct() 2024-02-20 21:41:10 +00:00
Robert Schulze
a4c6f87fb9
Further reduce runtime of norm_distance.xml 2024-01-23 10:52:52 +00:00
Robert Schulze
aa2d36e598
Reduce memory consumption of norm_distance.xml
The test data was stored in in-memory Array and Tuple tables, each
consuming about 80 GB. The population of the Tuple tables exceeded the
maximum memory thresholds (*).

As a fix,
- Reduce the Array cardinality from 200 to 150 and the number of rows
  from 10 to 8 million, reducing memory consumption to ca. 50 GB. This
  should pass the memory threshold and does not affect the test purpose.
- Don't test tuples. Due to their data layout, vector search is not
  efficient anyways. Saves another 80 GB.
2024-01-19 13:09:15 +00:00
Robert Schulze
25fb44f16d
Extend performance test norm_dist.xml
Dimension = 200 (instead of 10) is more realistic for vector search use cases.
2024-01-19 13:09:08 +00:00
Raúl Marín
b92073ed7b
Revert "Extend performance test norm_dist.xml" 2024-01-19 13:21:03 +01:00
Robert Schulze
abcb1b5c9f
Extend performance test norm_dist.xml
Dimension = 200 (instead of 10) is more realistic for vector search use cases.
2024-01-17 18:16:29 +00:00
Alexander Gololobov
168b47d0ad Use same norm and distance function names for tuples and arrays 2022-05-25 22:39:59 +02:00
Alexander Gololobov
d0f5551c9f Parameterized with norm kind 2022-05-23 18:27:41 +02:00
Alexander Gololobov
2658a9eeeb Test with max_threads=1 2022-05-23 18:06:07 +02:00
Alexander Gololobov
70cc27ecac Test with different element types 2022-05-23 14:08:15 +02:00
Alexander Gololobov
7897a5bac7 Perf test for Norm and Distance fuctions for arrays and tuples 2022-05-23 10:18:24 +02:00