Pinecone Blog company blog

Product Quantization: Compressing high-dimensional vectors

Product quantization (PQ) is a popular method for dramatically compressing high-dimensional vectors to use 97% less memory, and for making nearest-neighbor search speeds 5.5x faster in our tests.
Points
104
HN comments
22
Submissions
1
Cited by
0 commenters

AI & Machine LearningDatabases & Data2021

On Hacker News

SubmittedTitle on HNPointsComments
Sep 2, 2021Product Quantization: Compressing high-dimensional vectors by gk110422

More from Pinecone Blog

All 13 posts →

Related posts from the same era