>100 dimensions not currently supported for GPU construction.
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- C++
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Description
Using a GloVe100D word embedding I'm able to successfully build and query the index. However, If I try to use a GloVe200D embedding I get the error '>100 dimensions not currently supported for GPU construction.' I'm currently using the python wrapper with nimbusML (ML.NET) to get the word embeddings.
Is there any way to turn off GPU construction? Alternatively, are there plans to support higher dimensions? Thanks for your help with this.
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Research direction
The issue names no files or tests. Reproduce the GloVe200D case through the Python wrapper, then trace the C++ GPU-construction path and the >100-dimension guard. Done means providing a documented way to disable GPU construction or supporting higher-dimensional embeddings, with coverage for the chosen behavior.
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Assessment
- Tech stack
- cpp, python
- Domain
- machine-learning, search
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100