[BUG] Run raft-ann-bench with faiss_cpu_flat algo on Xeon cpu will fail
Nobody has claimed this yet.
- Dominant language
- Cuda
- Stars
- 1k
- Forks
- 251
- Avg merge
- 1d 8h
- Merged PRs (30d)
- 31
Description
Describe the bug
it will raise below error on Xeon CPU.
Error occurred running benchmark: Command '['/home/ubuntu/wwq/miniconda3/envs/neuralchat_rag/bin/ann/FAISS_CPU_FLAT_ANN_BENCH', '--build', '--data_prefix=./', '--benchmark_out_format=json', '--benchmark_counters_tabular=true', '--benchmark_out=./wiki_all_88M/result/build/faiss_cpu_flat,base.json.lock', '--raft_log_level=3', 'wiki_all_88M_faiss_cpu_flat,base,k10,bs10000_afc3d9c8-d53d-11ee-af72-0a7d5625b4dd.json']' died with <Signals.SIGKILL: 9>.
Steps/Code to reproduce bug
python -m raft-ann-bench.run --dataset wiki_all_88M --dataset-path ./ --algorithms faiss_cpu_flat --build
Expected behavior
run benchmark succeed
Environment details (please complete the following information):
Bare-metal installation on Ubuntu
Raft was installed by conda install -c rapidsai -c conda-forge raft-ann-bench-cpu
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by running the reported python -m raft-ann-bench.run command with the faiss_cpu_flat algorithm on Ubuntu and inspect where the FAISS_CPU_FLAT_ANN build process receives SIGKILL. The issue is resolved when the wiki_all_88M build benchmark completes successfully on a Xeon CPU.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, ubuntu
- Domain
- performance, search
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100