diff --git a/observations.txt b/observations.txt new file mode 100644 index 0000000..d7e364f --- /dev/null +++ b/observations.txt @@ -0,0 +1,4 @@ +Increasing dimensionality slightly decreases the recall; +Increasing M significantly increases the recall but also increases the build time and query time; +As the numbers of vectors in the graph increases, the build time scales like linearly; also notice that recall decrease and processing time increase; +Changing ef_construction does not effect query time much; Increasing it can improve recall at the cost of build time, but recall saturates. \ No newline at end of file