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qdrant-single-node-bq-rps.json
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qdrant-single-node-bq-rps.json
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[
{
"name": "qdrant-bq-rps-default",
"engine": "qdrant",
"connection_params": { "timeout": 30 },
"collection_params": {
"quantization_config": { "binary": {"always_ram": true} }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } }
],
"upload_params": { "parallel": 1, "batch_size": 1024 }
},
{
"name": "qdrant-bq-rps-m-16-ef-128",
"engine": "qdrant",
"connection_params": { "timeout": 30 },
"collection_params": {
"optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
"hnsw_config": { "m": 16, "ef_construct": 128 },
"quantization_config": { "binary": {"always_ram": true} }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
],
"upload_params": { "parallel": 16, "batch_size": 1024 }
},
{
"name": "qdrant-bq-rps-m-32-ef-128",
"engine": "qdrant",
"connection_params": { "timeout": 30 },
"collection_params": {
"optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
"hnsw_config": { "m": 32, "ef_construct": 128 },
"quantization_config": { "binary": {"always_ram": true} }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
],
"upload_params": { "parallel": 16, "batch_size": 1024 }
},
{
"name": "qdrant-bq-rps-m-32-ef-256",
"engine": "qdrant",
"connection_params": { "timeout": 30 },
"collection_params": {
"optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
"hnsw_config": { "m": 32, "ef_construct": 256 },
"quantization_config": { "binary": {"always_ram": true} }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
],
"upload_params": { "parallel": 16, "batch_size": 1024 }
},
{
"name": "qdrant-bq-rps-m-32-ef-512",
"engine": "qdrant",
"connection_params": { "timeout": 30 },
"collection_params": {
"optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
"hnsw_config": { "m": 32, "ef_construct": 512 },
"quantization_config": { "binary": {"always_ram": true} }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
],
"upload_params": { "parallel": 16, "batch_size": 1024 }
},
{
"name": "qdrant-bq-rps-m-64-ef-256",
"engine": "qdrant",
"connection_params": { "timeout": 30 },
"collection_params": {
"optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
"hnsw_config": { "m": 64, "ef_construct": 256 },
"quantization_config": { "binary": {"always_ram": true} }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
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],
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},
{
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"engine": "qdrant",
"connection_params": { "timeout": 30 },
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"quantization_config": { "binary": {"always_ram": true} }
},
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],
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}
]