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more configs
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@generall
generall committed Jun 12, 2024
1 parent 7afc142 commit a7d5d68
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Showing 2 changed files with 138 additions and 6 deletions.
132 changes: 132 additions & 0 deletions experiments/configurations/qdrant-vs-weaviate-m32.json
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[
{
"name": "latest-qdrant-bq-latency-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"quantization_config": { "binary": { "always_ram": true } },
"optimizers_config": { },
"hnsw_config": { "m": 64, "ef_construct": 512 }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 1, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 32.0 } } }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "latest-qdrant-bq-rps-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"quantization_config": { "binary": { "always_ram": true } },
"optimizers_config": {
"max_segment_size": 100000000,
"default_segment_number": 2
},
"hnsw_config": { "m": 64, "ef_construct": 512 }
},
"search_params": [
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 64.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 128.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 64.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 128.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 64.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 128.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 8.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 16.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 32.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 64.0 } } },
{ "parallel": 100, "config": { "hnsw_ef": 768, "quantization": { "rescore": true, "oversampling": 128.0 } } }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "latest-qdrant-rps-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"optimizers_config": { },
"hnsw_config": { "m": 64, "ef_construct": 512 }
},
"search_params": [
{ "parallel": 1, "config": { "hnsw_ef": 16 } },
{ "parallel": 1, "config": { "hnsw_ef": 32 } },
{ "parallel": 1, "config": { "hnsw_ef": 64 } },
{ "parallel": 1, "config": { "hnsw_ef": 128 } },
{ "parallel": 1, "config": { "hnsw_ef": 256 } },
{ "parallel": 1, "config": { "hnsw_ef": 512 } },
{ "parallel": 1, "config": { "hnsw_ef": 768 } }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "latest-qdrant-rps-m32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"optimizers_config": {
"max_segment_size": 100000000,
"default_segment_number":2
},
"hnsw_config": { "m": 64, "ef_construct": 512 }
},
"search_params": [
{ "parallel": 100, "config": { "hnsw_ef": 16 } },
{ "parallel": 100, "config": { "hnsw_ef": 32 } },
{ "parallel": 100, "config": { "hnsw_ef": 64 } },
{ "parallel": 100, "config": { "hnsw_ef": 128 } },
{ "parallel": 100, "config": { "hnsw_ef": 256 } },
{ "parallel": 100, "config": { "hnsw_ef": 512 } },
{ "parallel": 100, "config": { "hnsw_ef": 768 } }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "latest-weaviate-m32",
"engine": "weaviate",
"connection_params": {
"timeout_config": 60
},
"collection_params": {
"vectorIndexConfig": {
"efConstruction": 512,
"maxConnections": 64
}
},
"search_params": [

{ "parallel": 100, "config": { "ef": 16} },
{ "parallel": 100, "config": { "ef": 32} },
{ "parallel": 100, "config": { "ef": 64} },
{ "parallel": 100, "config": { "ef": 128} },
{ "parallel": 100, "config": { "ef": 256} },
{ "parallel": 100, "config": { "ef": 512} },
{ "parallel": 100, "config": { "ef": 768} },
{ "parallel": 1, "config": { "ef": 16} },
{ "parallel": 1, "config": { "ef": 32} },
{ "parallel": 1, "config": { "ef": 64} },
{ "parallel": 1, "config": { "ef": 128} },
{ "parallel": 1, "config": { "ef": 256} },
{ "parallel": 1, "config": { "ef": 512} },
{ "parallel": 1, "config": { "ef": 768} }
],
"upload_params": { "parallel": 8, "batch_size": 1024 }
}
]
12 changes: 6 additions & 6 deletions ...ts/configurations/qdrant-vs-weaviate.json → ...onfigurations/qdrant-vs-weaviate-m64.json
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
[
{
"name": "proposed-config-qdrant-bq-latency",
"name": "latest-qdrant-bq-latency-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
Expand All @@ -22,14 +22,14 @@
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "proposed-config-qdrant-bq-rps",
"name": "latest-qdrant-bq-rps-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
"quantization_config": { "binary": { "always_ram": true } },
"optimizers_config": {
"max_segment_size": 100000000,
"default_segment_number":2
"default_segment_number": 2
},
"hnsw_config": { "m": 32, "ef_construct": 256 }
},
Expand Down Expand Up @@ -58,7 +58,7 @@
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "proposed-config-qdrant-latency",
"name": "latest-qdrant-rps-m-32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
Expand All @@ -77,7 +77,7 @@
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "proposed-config-qdrant-rps",
"name": "latest-qdrant-rps-m32",
"engine": "qdrant",
"connection_params": { "timeout": 60 },
"collection_params": {
Expand All @@ -99,7 +99,7 @@
"upload_params": { "parallel": 8, "batch_size": 1024 }
},
{
"name": "proposed-config-weaviate",
"name": "latest-weaviate-m32",
"engine": "weaviate",
"connection_params": {
"timeout_config": 60
Expand Down

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