Search time increased comparing with 0.10.2 using index: SQ8H #3903
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Description
Please state your issue using the following template and, most importantly, in English.
Describe the bug
0.10.2:
17:19:29 │ Nq/Top-k │ 1 │ 10 │ 100 │ 1000 │
17:19:29 ├─────────────┼─────────────┼─────────────┼─────────────┼─────────────┤
17:19:29 │ 1 │ 0.04 │ 0.02 │ 0.03 │ 0.03 │
17:19:29 │ 10 │ 0.06 │ 0.06 │ 0.07 │ 0.07 │
17:19:29 │ 100 │ 0.15 │ 0.15 │ 0.16 │ 0.2 │
17:19:29 │ 200 │ 0.26 │ 0.26 │ 0.28 │ 0.42 │
17:19:29 │ 500 │ 0.58 │ 0.58 │ 0.64 │ 0.88 │
17:19:29 │ 1000 │ 1.15 │ 1.14 │ 1.21 │ 1.81 │
0.10.3:
16:50:40 │ Nq/Top-k │ 1 │ 10 │ 100 │ 1000 │
16:50:40 ├─────────────┼─────────────┼─────────────┼─────────────┼─────────────┤
16:50:40 │ 1 │ 0.03 │ 0.03 │ 0.04 │ 0.04 │
16:50:40 │ 10 │ 0.1 │ 0.1 │ 0.09 │ 0.09 │
16:50:40 │ 100 │ 0.76 │ 0.79 │ 0.79 │ 0.85 │
16:50:40 │ 200 │ 1.52 │ 1.47 │ 1.51 │ 1.65 │
16:50:40 │ 500 │ 3.72 │ 3.7 │ 3.73 │ 4.04 │
16:50:40 │ 1000 │ 7.34 │ 7.23 │ 7.38 │ 7.98 │
Steps/Code to reproduce behavior
dataset:
sift_50m_2048_128_l2_sq8h
params:
gpu_threshold:
2000
index params:
type: sq8h:
nlist : 16384
search params:
nrpobe: 32
log path:
/test/milvus/db_data_8/sift_50m_2048_128_l2_sq8h
Expected behavior
A clear and concise description of what you expected to happen.
Method of installation
- Docker/cpu
- Docker/gpu
- Build from source
Environment details
-
Hardware/Softwars conditions (OS, CPU, GPU, Memory)
-
Milvus version (master or released version)
Configuration file
Settings you made in server_config.yaml
or milvus.yaml
paste-file-content-here
Screenshots
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Additional context
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