apunkt/sqlite-vec
1
0
Fork 0
mirror of https://github.com/asg017/sqlite-vec.git synced 2026-04-25 00:36:56 +02:00
Code Issues Projects Releases Packages Wiki Activity Actions 1

benchmark work

Browse source
This commit is contained in:
Alex Garcia 2024-07-25 11:15:36 -07:00
parent a0c4e202f6
commit ac01e330de
6 changed files with 312 additions and 46 deletions
Download patch file Download diff file Expand all files Collapse all files

28
benchmarks/exhaustive-memory/README.md
View file

@ -8,10 +8,28 @@ python3 bench/bench.py \
```
```
python3 bench/bench.py \
python3 bench.py \
-n "sift1m" \
-i sift/sift_base.fvecs \
-q sift/sift_query.fvecs \
--sample 10000 --qsample 100 \
-k 10
-i ../../sift/sift_base.fvecs \
-q ../../sift/sift_query.fvecs \
--qsample 100 \
-k 20
```
```
python3 bench.py \
-n "sift1m" \
-i ../../sift/sift_base.fvecs \
-q ../../sift/sift_query.fvecs \
--qsample 100 \
-x faiss,vec-scalar.4096,vec-static,vec-vec0.4096.16,vec-vec0.8192.1024,usearch,duckdb,hnswlib,numpy \
-k 20
```
```
python bench.py -n gist -i ../../gist/gist_base.fvecs -q ../../gist/gist_query.fvecs --qsample 100 -k 20 --sample 500000 -x faiss,vec-static,vec-scalar.8192,vec-scalar.16384,vec-scalar.32768,vec-vec0.16384.64,vec-vec0.16384.128,vec-vec0.16384.256,vec-vec0.16384.512,vec-vec0.16384.1024,vec-vec0.16384.2048
```
python bench.py -n gist -i ../../gist/gist_base.fvecs -q ../../gist/gist_query.fvecs --qsample 100 -k 20 --sample 500000 -x faiss,vec-static,sentence-transformers,numpy