Hello, Everyone! Recently, I tested the performance of hnswlib using raft-ann-benchmark and ann-benchmarks, and found that under the same recall rate, the QPS of raft-ann-benchmark is about an order of magnitude higher than that of ann-benchmarks. Is this due to the overhead of Python calling the cpp library when calculating time in ann-benchmarks?
Hello, Everyone! Recently, I tested the performance of hnswlib using raft-ann-benchmark and ann-benchmarks, and found that under the same recall rate, the QPS of raft-ann-benchmark is about an order of magnitude higher than that of ann-benchmarks. Is this due to the overhead of Python calling the cpp library when calculating time in ann-benchmarks?
environment: x86_64,CentOS7,96core raft-ann-benchmark command
python -m raft-ann-bench.run --force --dataset glove-100-inner --algorithms hnswlib -m throughputann-benchmarks command
python run.py --local --algorithm hnswlib --batch