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Implement a sort of kNN scheme to sample the graph from the manifold, instead of using an uniform sampler
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Hi, is there any KNN Operation in kaolin?
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return 502 bad gateway
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**Describe the bug**
Heuristics incorrectly selects tiled execution of brute force-knn when the output tile could still fit the memory. This makes knn search slower than torch matmul + topk.
** …
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### What is the bug?
I am using text_chunking and text_embedding processor to ingest documents into an index. The [text_chunking search example](https://opensearch.org/docs/latest/search-plugins/text…
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### Description
There have been multiple discussions around supporting higher vector quantization levels (e.g. more than scalar quantization can provide).
We (elastic) have been doing some researc…
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# Summary
torch.topk outperforms faiss.knn_gpu - both classic and raft
# Platform
OS: Linux, Tesla V100-SXM2-16GB
Faiss version:
faiss-gpu-raft 1.8.0 py3.12_h4c7d5…
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### Description of feature
scanpy has a fast approximate KNN backend option via the [transfomer argument](https://scanpy.readthedocs.io/en/stable/api/generated/scanpy.pp.neighbors.html) for `pp.neigh…
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(M3DM) wangwei-uestc@user-SYS-4029GP-TRT:/datadisk/wangwei/M3DM$ python main.py --method_name DINO+Point_MAE --memory_bank multiple --rgb_backbone_name vit_base_patch8_224_dino --xyz_backbone_name P…
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# Introducing Loading Layer in Native KNN Engines
# 1. Goal
[FAISS](https://github.com/facebookresearch/faiss/tree/main/faiss) and [Nmslib](https://github.com/nmslib/nmslib), two native engines,…