SSG on Deep100m dataset

ZJULearning / SSG

code for satellite system graphs

BSD 3-Clause "New" or "Revised" License

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SSG on Deep100m dataset #5

Open ghost opened 2 years ago

ghost commented 2 years ago

Hi, I want to run SSG on Deep100m dataset. Would you kindly send me the link to the dataset, please? Also, can you share Faiss, efanna refine, SSG/NSG config for Deep100m? Thanks,

fc731097343 commented 2 years ago

please contact dengcai@gmail.com, If you cannot get response, please comment again

DelightRun commented 2 years ago

Hi @hjbc0921,

Deep100M dataset is generated from Deep1B, you can just use the first 100M data points of Deep1B as base set. Some nice guy has publish one at this repo.

The experiment configs are as follows:

FAISS: IVF with 1024 inverted lists, and 96 quantifiers with 8 bytes each for the PQ codebook.
NSG: L = 200, R = 40.
SSG: L = 500, R = 40, alpha = 60 degree, m = 10