#"server.resources": ["gpu0", "gpu1"] performance: # 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 .. [ # debug # { # "dataset": "random_10m_1024_512_ip", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # "processes": 1, # multiprocessing # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 16, # }, # { # "dataset": "random_10m_1024_512_ip", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # "processes": 1, # multiprocessing # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 16, # }, # { # "dataset": "random_10m_1024_512_ip", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # "processes": 1, # multiprocessing # # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 16, # }, # { # "dataset": "random_10m_1024_512_ip", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # "processes": 1, # multiprocessing # # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 16, # }, # { # "dataset": "random_10m_1024_512_l2", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # "processes": 1, # multiprocessing # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 64 # }, # { # "dataset": "sift_50m_1024_128_l2", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1, 32, 128], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # # "top_ks": [256], # # "nqs": [800], # "processes": 1, # multiprocessing # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 310, # "server.resources": ["gpu0", "gpu1"] # }, { "dataset": "sift_1m_1024_128_l2", # index info "index.index_types": ["ivf_sq8"], "index.nlists": [16384], "nprobes": [32], "top_ks": [10], "nqs": [100], # "top_ks": [256], # "nqs": [800], "processes": 1, # multiprocessing "server.use_blas_threshold": 1100, "server.cpu_cache_capacity": 310, "server.resources": ["cpu"] }, { "dataset": "sift_1m_1024_128_l2", # index info "index.index_types": ["ivf_sq8"], "index.nlists": [16384], "nprobes": [32], "top_ks": [10], "nqs": [100], # "top_ks": [256], # "nqs": [800], "processes": 1, # multiprocessing "server.use_blas_threshold": 1100, "server.cpu_cache_capacity": 310, "server.resources": ["gpu0"] }, { "dataset": "sift_1m_1024_128_l2", # index info "index.index_types": ["ivf_sq8"], "index.nlists": [16384], "nprobes": [32], "top_ks": [10], "nqs": [100], # "top_ks": [256], # "nqs": [800], "processes": 1, # multiprocessing "server.use_blas_threshold": 1100, "server.cpu_cache_capacity": 310, "server.resources": ["gpu0", "gpu1"] }, # { # "dataset": "sift_1b_2048_128_l2", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # # "top_ks": [256], # # "nqs": [800], # "processes": 1, # multiprocessing # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 310 # }, # { # "dataset": "random_50m_1024_512_l2", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # # "top_ks": [256], # # "nqs": [800], # "processes": 1, # multiprocessing # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 128, # "server.resources": ["gpu0", "gpu1"] # }, # { # "dataset": "random_100m_1024_512_ip", # # index info # "index.index_types": ["ivf_sq8"], # "index.nlists": [16384], # "nprobes": [1], # "top_ks": [1, 2, 4, 8, 16, 32, 64, 128, 256], # "nqs": [1, 10, 100, 500, 800], # "processes": 1, # multiprocessing # "server.use_blas_threshold": 1100, # "server.cpu_cache_capacity": 256 # }, ]