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milvus/tests/benchmark/suites/011_gpu_search.yaml
Cai Yudong 84110d2684 Add tests/benchmark and tests/python_test using new python SDK 
Signed-off-by: Cai Yudong <yudong.cai@zilliz.com>
2021-02-25 17:35:36 +08:00

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YAML
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search_performance:
collections:
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_50m_128_l2
cache_config.cpu_cache_capacity: 32GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 100
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 6GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_50m_128_l2
run_count: 2
top_ks: [1, 10, 100, 1000]
nqs: [1, 10, 100, 1000, 1200]
search_params:
-
nprobe: 8
-
nprobe: 32
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_50m_128_l2_ivf_flat
cache_config.cpu_cache_capacity: 32GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 100
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 6GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_50m_128_l2
run_count: 2
top_ks: [1, 10, 100, 1000]
nqs: [1, 10, 100, 1000, 1200]
search_params:
-
nprobe: 8
-
nprobe: 32
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_50m_128_l2_sq8
cache_config.cpu_cache_capacity: 32GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 100
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 6GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_50m_128_l2
run_count: 2
top_ks: [1, 10, 100, 1000]
nqs: [1, 10, 100, 1000, 1200]
search_params:
-
nprobe: 8
-
nprobe: 32
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_50m_128_l2_sq8h
cache_config.cpu_cache_capacity: 32GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 100
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 6GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_50m_128_l2
run_count: 2
top_ks: [1, 10, 100, 1000]
nqs: [1, 10, 100, 1000, 1200]
search_params:
-
nprobe: 8
-
nprobe: 32
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_50m_128_l2_pq
cache_config.cpu_cache_capacity: 32GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 100
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 6GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_50m_128_l2
run_count: 2
top_ks: [1, 10, 100, 1000]
nqs: [1, 10, 100, 1000, 1200]
search_params:
-
nprobe: 8
-
nprobe: 32
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_10m_128_l2_hnsw
cache_config.cpu_cache_capacity: 16GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 100
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 4GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_10m_128_l2
run_count: 2
top_ks: [100]
nqs: [1, 10, 100, 200, 500, 1000]
search_params:
-
ef: 100
-
ef: 200
-
ef: 500
-
ef: 1000
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_10m_100000_128_l2_annoy
cache_config.cpu_cache_capacity: 16GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 100
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 4GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_10m_100000_128_l2
run_count: 2
top_ks: [1, 10, 100]
nqs: [1, 10, 100, 200, 500, 1000]
search_params:
-
search_k: 100
-
search_k: 500
-
search_k: 1000
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_10m_100000_128_l2_nsg
cache_config.cpu_cache_capacity: 16GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 100
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 4GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_10m_100000_128_l2
run_count: 2
top_ks: [1, 10, 100, 1000]
nqs: [1, 10, 100, 200, 500, 1000]
search_params:
-
search_length: 50
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_1b_128_l2_sq8h
cache_config.cpu_cache_capacity: 150GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 200
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 6GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_1b_128_l2
run_count: 2
top_ks: [1, 10, 100, 1000]
nqs: [1, 10, 100, 1000, 1200]
search_params:
-
nprobe: 8
-
nprobe: 32
-
milvus:
db_config.primary_path: /test/milvus/db_data_011/sift_1b_128_l2_sq8
cache_config.cpu_cache_capacity: 150GB
engine_config.use_blas_threshold: 0
engine_config.gpu_search_threshold: 200
gpu_resource_config.enable: true
gpu_resource_config.cache_capacity: 6GB
gpu_resource_config.search_resources:
- gpu0
- gpu1
gpu_resource_config.build_index_resources:
- gpu0
- gpu1
wal_enable: true
collection_name: sift_1b_128_l2
run_count: 2
top_ks: [1, 10, 100, 1000]
nqs: [1, 10, 100, 1000, 1200]
search_params:
-
nprobe: 8
-
nprobe: 32
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