milvus/tests/milvus_benchmark/suites/accuracy_sift50m.yaml
2019-12-04 14:18:20 +08:00

76 lines
2.6 KiB
YAML

accuracy:
# interface: search_vectors
query:
# dataset: table name you have already created
# key starts with "server." need to reconfig and restart server, including use_blas_threshold/cpu_cache_capacity ..
[
# {
# "dataset": "sift_50m_1024_128_l2",
# "index.index_types": ["ivf_sq8h"],
# "index.nlists": [16384],
# "index.metric_types": ["l2"],
# "nprobes": [1, 8, 16, 32, 64, 128, 256],
# "top_ks": [64],
# "nqs": [1000],
# "server.cpu_cache_capacity": 50,
# "server.use_gpu_threshold": 1001,
# "server.gpu_cache_capacity": 6,
# "server.resources": ["cpu", "gpu0"],
# "db_path_prefix": "/test/milvus/db_data/sift_50m_1024_128_l2_sq8h",
# "sift_acc": true
# },
{
"dataset": "sift_50m_1024_128_l2",
"index.index_types": ["ivf_sq8"],
"index.nlists": [16384],
"index.metric_types": ["l2"],
"nprobes": [1, 8, 16, 32, 64, 128, 256],
"top_ks": [64],
"nqs": [1000],
"server.cpu_cache_capacity": 50,
"server.resources": ["cpu", "gpu0"],
"db_path_prefix": "/test/milvus/db_data/sift_50m_1024_128_l2_sq8",
"sift_acc": true
},
# {
# "dataset": "sift_50m_1024_128_l2",
# "index.index_types": ["ivf_flat"],
# "index.nlists": [16384],
# "index.metric_types": ["l2"],
# "nprobes": [1, 8, 16, 32, 64, 128, 256],
# "top_ks": [64],
# "nqs": [1000],
# "server.cpu_cache_capacity": 100,
# "server.resources": ["cpu", "gpu0"],
# "db_path_prefix": "/test/milvus/db_data/sift_50m_1024_128_l2_ivf",
# "sift_acc": true
# },
# {
# "dataset": "sift_50m_1024_128_l2",
# "index.index_types": ["ivf_flat"],
# "index.nlists": [16384],
# "index.metric_types": ["l2"],
# "nprobes": [1, 8, 16, 32, 64, 128, 256],
# "top_ks": [64],
# "nqs": [1000],
# "server.cpu_cache_capacity": 100,
# "server.resources": ["cpu", "gpu0"],
# "db_path_prefix": "/test/milvus/db_data_gpu/sift_50m_1024_128_l2_ivf",
# "sift_acc": true
# },
# {
# "dataset": "sift_50m_1024_128_l2",
# "index.index_types": ["nsg"],
# "index.nlists": [16384],
# "index.metric_types": ["l2"],
# "nprobes": [1],
# "top_ks": [64],
# "nqs": [1000],
# "server.cpu_cache_capacity": 100,
# "server.resources": ["gpu0"],
# "db_path_prefix": "/test/milvus/db_data_gpu/sift_50m_1024_128_l2_nsg",
# "sift_acc": true
# },
]