big-ann-benchmarks

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Implement Track-3 base-line index database

1

I try to built index database of track-3 follow : `python track3_baseline_faiss/gpu_baseline_faiss.py --dataset bigann-1B \ --indexkey IVF1048576,SQ8 \ --train_on_gpu \ --build --quantizer_on_gpu_add --add_splits 30 \ --search \ --searchparams nprobe={1,4,16,64,256} \...

Zachacy

Couldn't access the slides of talks from track winners. The url like: https://big-ann-benchmarks.com/templates/slides/* e.g. https://big-ann-benchmarks.com/templates/slides/invited-talk-anshu.pptx (just report 404 error)

shanPic

Discussion on Future Directions

5

Dear all, Please add your thoughts on the future of this benchmark! Thank you very much for participating in our NeurIPS'21 competition. The competition will end with an event on...

maumueller

is this a permanent fork of ann-benchmark?

4

It feels a bit weird to see a lot of activity on this repo rather than trying to contribute to the original one https://github.com/erikbern/ann-benchmarks Is the ambition to merge it...

erikbern

add Puck algorithm for track 1.

15

nk2014yj

add NGT to T1 and T2

8

I have not got results with this parameter setting yet, and our method might not surpass the baselines.

masajiro

T3: NVIDIA Single GPU (cuanns_ivfpq)

5

This is a submission of the NVIDIA team for single GPU in T3 track. After the built index upload is complete, we will update instructions on how to download the...

anaruse

first commit

16

T2 competition, a joint team from Kuaishou Technology and Tsinghua University, modify the search process, indexing use the baseline index of the benchmark

qiaoyuKs

OPtANNe

7

BIGANN submission for GraphANN using Intel Optane Persistent Memory (high QPS HW)

sdongaonkar

Block-based ANN (BBAnn)

12

This is a submission for Track 2. We are a joint team from Zilliz and SUSTech.

PwzXxm