[FEA] `raft-ann-bench` default configurations for algorithms `faiss_cpu_ivf_flat` and `faiss_cpu_ivf_pq`
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Description
Is your feature request related to a problem? Please describe.
Unable to run benchmarks for faiss_cpu_ivf_flat and faiss_cpu_ivf_pq. The default configuration files are missing: https://github.com/rapidsai/raft/tree/branch-24.04/python/raft-ann-bench/src/raft-ann-bench/run/conf/algos
Describe the solution you'd like
Copy the configuration from the GPU counterparts; that is:
faiss_cpu_ivf_flat<>faiss_gpu_ivf_flatfaiss_cpu_ivf_pq<>faiss_gpu_ivf_pq
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Research direction
Start in python/raft-ann-bench/src/raft-ann-bench/run/conf/algos and compare the existing faiss_gpu_ivf_flat and faiss_gpu_ivf_pq configurations. Add corresponding default configurations for faiss_cpu_ivf_flat and faiss_cpu_ivf_pq, then verify that benchmarks for both CPU algorithms can run with their defaults.
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Assessment
- Tech stack
- python
- Domain
- machine-learning, tooling
- Issue type
- Feature
- Difficulty
- 1/5
- Estimated time
- Under an hour
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 50/100