Add HNSW PQ configuration to perf tests

[jmazanec15]

Description

Adds HNSW PQ perf test config to release configs.

Ran on my own machine and got the following results:

  "results": {
    "test_took": 293816.24999604654,
    "delete_model_took_total": 74.6723180054687,
    "delete_index_took_total": 91.5388090070337,
    "train_model_took_total": 98810.09195902152,
    "create_index_took_total": 447.3603710066527,
    "ingest_took_total": 67643.88565102126,
    "refresh_index_store_kb_total": 969579.529296875,
    "refresh_index_took_total": 25093.700887984596,
    "query_took_total": 101655.0,
    "query_took_p50": 10.0,
    "query_took_p90": 11.0,
    "query_took_p99": 12.0,
    "query_took_p99.9": 13.0,
    "query_took_p100": 99.0,
    "query_client_time_total": 121304.0,
    "query_client_time_p50": 12.0,
    "query_client_time_p90": 13.0,
    "query_client_time_p99": 14.0,
    "query_client_time_p99.9": 41.0,
    "query_client_time_p100": 228.0,
    "query_memory_kb_total": 172384.0,
    "query_recall@K_total": 0.629275,
    "query_recall@1_total": 0.9948
  }

Check List

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[codecov]

Codecov Report

Merging #1089 (ce92720) into main (a8eda13) will decrease coverage by 0.07%.
The diff coverage is n/a.

@@             Coverage Diff              @@
##               main    #1089      +/-   ##
============================================
- Coverage     85.01%   84.95%   -0.07%     
  Complexity     1184     1184              
============================================
  Files           159      159              
  Lines          4813     4813              
  Branches        433      433              
============================================
- Hits           4092     4089       -3     
- Misses          525      528       +3     
  Partials        196      196              

see 1 file with indirect coverage changes

[vamshin]

LGTM! Thanks

[navneet1v]

Let make sure that we add the configuration for filters also with HNSW-PQ for faiss. Not in this PR, we can take it as a separate PR.