mirror of
https://gitee.com/milvus-io/milvus.git
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261 lines
7.7 KiB
YAML
261 lines
7.7 KiB
YAML
ann_accuracy:
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collections:
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/sift-128-euclidean.hdf5
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collection_name: sift_128_euclidean
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index_types: ['flat']
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index_params:
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nlist: [16384]
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top_ks: [10]
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nqs: [10000]
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search_params:
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nprobe: [1, 512, 16384]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/sift-128-euclidean.hdf5
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collection_name: sift_128_euclidean
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index_types: ['ivf_flat', 'ivf_sq8']
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index_params:
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nlist: [1024, 16384]
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top_ks: [10]
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nqs: [10000]
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search_params:
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nprobe: [1, 2, 4, 8, 16, 32, 64, 128, 256, 512]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/sift-128-euclidean.hdf5
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collection_name: sift_128_euclidean
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index_types: ['ivf_pq']
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index_params:
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nlist: [16384]
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m: [32]
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top_ks: [10]
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nqs: [10000]
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search_params:
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nprobe: [1, 2, 4, 8, 16, 32, 64, 128, 256, 512]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/sift-128-euclidean.hdf5
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collection_name: sift_128_euclidean
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index_types: ['annoy']
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index_params:
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n_trees: [8, 32]
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top_ks: [10]
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nqs: [10000]
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search_params:
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search_k: [50, 100, 500, 1000]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: true
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/sift-128-euclidean.hdf5
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collection_name: sift_128_euclidean
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index_types: ['hnsw']
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index_params:
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M: [16]
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efConstruction: [500]
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top_ks: [10]
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nqs: [10000]
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search_params:
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ef: [16, 32, 64, 128, 256, 512]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/glove-200-angular.hdf5
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collection_name: glove_200_angular
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index_types: ['flat']
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index_params:
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nlist: [16384]
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top_ks: [10]
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nqs: [10000]
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search_params:
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nprobe: [1, 512, 16384]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/glove-200-angular.hdf5
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collection_name: glove_200_angular
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index_types: ['ivf_flat', 'ivf_sq8']
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index_params:
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nlist: [16384]
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top_ks: [10]
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nqs: [10000]
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search_params:
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nprobe: [1, 2, 4, 8, 16, 32, 64, 128, 256, 512]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/glove-200-angular.hdf5
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collection_name: glove_200_angular
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index_types: ['ivf_pq']
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index_params:
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nlist: [16384]
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m: [20]
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top_ks: [10]
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nqs: [10000]
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search_params:
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nprobe: [1, 2, 4, 8, 16, 32, 64, 128, 256, 512]
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- milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/glove-200-angular.hdf5
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collection_name: glove_200_angular
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index_types: ['annoy']
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index_params:
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n_trees: [8, 32]
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top_ks: [10]
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nqs: [10000]
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search_params:
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search_k: [50, 100, 500, 1000]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/glove-200-angular.hdf5
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collection_name: glove_200_angular
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index_types: ['hnsw']
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index_params:
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M: [36]
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efConstruction: [500]
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top_ks: [10]
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nqs: [10000]
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search_params:
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ef: [10, 16, 32, 64, 128, 256, 512]
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-
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milvus:
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cache_config.cpu_cache_capacity: 16GB
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engine_config.use_blas_threshold: 1100
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engine_config.gpu_search_threshold: 1
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gpu_resource_config.enable: false
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gpu_resource_config.cache_capacity: 4GB
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gpu_resource_config.search_resources:
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- gpu0
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- gpu1
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gpu_resource_config.build_index_resources:
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- gpu0
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- gpu1
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source_file: /test/milvus/ann_hdf5/glove-200-angular.hdf5
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collection_name: glove_200_angular
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index_types: ['nsg']
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index_params:
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search_length: 45
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out_degree: 50
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candidate_pool_size: 300
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knng: 100
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top_ks: [10]
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nqs: [10000]
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search_params:
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search_length: [50]
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