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algos.yaml
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algos.yaml
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any:
faiss-ivf:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_inmem
constructor: FaissIVF
base-args: ["@metric"]
run-groups:
base:
args: [[1024,2048,4096,8192]]
query-args: [[1, 5, 10, 50, 100, 200]]
random-range-xs:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
# the following args show all build arguments that can be provided to the t1 baseline.
args: |
[{"indexkey": "OPQ32_128,IVF1024_HNSW32,PQ32",
"buildthreads": -1,
"by_residual": -1,
"add_bs": 100000000,
"two_level_clustering": true,
"quantizer_add_efSearch": 80,
"quantizer_efConstruction": 200,
"maxtrain": 100000000,
"clustering_niter": 25
}]
query-args: |
["nprobe=1,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=8",
"nprobe=4,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=16"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":32, "L":32, "B":0.0001, "M":1}]
query-args: |
[{"Lmin":3, "Lmax":100, "BW":4, "T":16}]
diskann-v0_3-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-v0_3
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":32, "L":32, "B":0.0001, "M":1}]
query-args: |
[{"Lmin":3, "Lmax":100, "BW":4, "T":16}]
httpann_example:
docker-tag: billion-scale-benchmark-httpann_example
module: benchmark.algorithms.httpann_example
constructor: HttpANNExampleAlgorithm
base-args: [ "@metric", "@dimension" ]
run-groups:
base:
args:
- [ 0.2, 0.4, 1.0 ]
query-args: []
random-xs:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ32_128,IVF1024_HNSW32,PQ32"
}]
query-args: |
["nprobe=1,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=8",
"nprobe=4,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=16"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":32, "L":32, "B":0.0001, "M":1}]
query-args: |
[{"Ls":10, "BW":4, "T":16}]
diskann-v0_3-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-v0_3
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":32, "L":32, "B":0.0001, "M":1}]
query-args: |
[{"Ls":10, "BW":4, "T":16}]
httpann_example:
docker-tag: billion-scale-benchmark-httpann_example
module: benchmark.algorithms.httpann_example
constructor: HttpANNExampleAlgorithm
base-args: [ "@metric", "@dimension" ]
run-groups:
base:
args:
- [ 0.2, 0.8, 1.0 ]
query-args: [ ]
deep-10M:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ32_128,IVF65536_HNSW32,PQ32"
}]
query-args: |
["nprobe=1,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=8",
"nprobe=4,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=16"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":100, "L":100, "B":0.3, "M":15}]
query-args: |
[{"Ls":50, "BW":4, "T":16}]
deep-1B:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ64_128,IVF1048576_HNSW32,PQ64x4fsr",
"url": "https://dl.fbaipublicfiles.com/billion-scale-ann-benchmarks/track1_baseline_faiss/deep-1B.IVF1M_2level_PQ64x4fsr.faissindex"
}]
query-args: |
["nprobe=1,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=8",
"nprobe=4,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=16",
"nprobe=4,quantizer_efSearch=8",
"nprobe=4,quantizer_efSearch=16",
"nprobe=8,quantizer_efSearch=4",
"nprobe=8,quantizer_efSearch=8",
"nprobe=8,quantizer_efSearch=16",
"nprobe=8,quantizer_efSearch=32",
"nprobe=8,quantizer_efSearch=64",
"nprobe=16,quantizer_efSearch=8",
"nprobe=16,quantizer_efSearch=16",
"nprobe=16,quantizer_efSearch=32",
"nprobe=16,quantizer_efSearch=64",
"nprobe=16,quantizer_efSearch=128",
"nprobe=32,quantizer_efSearch=16",
"nprobe=32,quantizer_efSearch=32",
"nprobe=32,quantizer_efSearch=64",
"nprobe=32,quantizer_efSearch=128",
"nprobe=32,quantizer_efSearch=256",
"nprobe=64,quantizer_efSearch=16",
"nprobe=64,quantizer_efSearch=32",
"nprobe=64,quantizer_efSearch=64",
"nprobe=64,quantizer_efSearch=128",
"nprobe=64,quantizer_efSearch=256",
"nprobe=64,quantizer_efSearch=512",
"nprobe=128,quantizer_efSearch=32",
"nprobe=128,quantizer_efSearch=64",
"nprobe=128,quantizer_efSearch=128",
"nprobe=128,quantizer_efSearch=256",
"nprobe=128,quantizer_efSearch=512",
"nprobe=256,quantizer_efSearch=64",
"nprobe=256,quantizer_efSearch=128"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":100, "L":100, "B":50, "M":110,
"url": "https://comp21storage.blob.core.windows.net/publiccontainer/comp21/diskann-T2-baseline-indices/deep-1B/R100_L100_B50_M110"
}]
query-args: |
[{"Ls":30, "BW":4, "T":16},
{"Ls":40, "BW":4, "T":16},
{"Ls":50, "BW":4, "T":16},
{"Ls":53, "BW":4, "T":16},
{"Ls":56, "BW":4, "T":16},
{"Ls":58, "BW":4, "T":16},
{"Ls":60, "BW":4, "T":16},
{"Ls":70, "BW":4, "T":16},
{"Ls":80, "BW":4, "T":16},
{"Ls":100, "BW":4, "T":16}]
msspacev-1B:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ64_128,IVF1048576_HNSW32,PQ64x4fsr",
"url": "https://dl.fbaipublicfiles.com/billion-scale-ann-benchmarks/track1_baseline_faiss/msspacev-1B.IVF1M_2level_PQ64x4fsr.faissindex",
"query_bs": 4096
}]
query-args: |
["nprobe=1,quantizer_efSearch=4",
"nprobe=1,quantizer_efSearch=8",
"nprobe=1,quantizer_efSearch=16",
"nprobe=2,quantizer_efSearch=8",
"nprobe=2,quantizer_efSearch=16",
"nprobe=4,quantizer_efSearch=16",
"nprobe=4,quantizer_efSearch=32",
"nprobe=4,quantizer_efSearch=64",
"nprobe=8,quantizer_efSearch=32",
"nprobe=8,quantizer_efSearch=64",
"nprobe=16,quantizer_efSearch=32",
"nprobe=8,quantizer_efSearch=128",
"nprobe=16,quantizer_efSearch=64",
"nprobe=16,quantizer_efSearch=128",
"nprobe=32,quantizer_efSearch=64",
"nprobe=32,quantizer_efSearch=128",
"nprobe=32,quantizer_efSearch=256",
"nprobe=64,quantizer_efSearch=128",
"nprobe=64,quantizer_efSearch=256",
"nprobe=64,quantizer_efSearch=512",
"nprobe=128,quantizer_efSearch=128",
"nprobe=128,quantizer_efSearch=256",
"nprobe=128,quantizer_efSearch=512",
"nprobe=256,quantizer_efSearch=256",
"nprobe=256,quantizer_efSearch=512"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":100, "L":100, "B":47, "M":100,
"url": "https://comp21storage.blob.core.windows.net/publiccontainer/comp21/diskann-T2-baseline-indices/msspacev-1B/R100_L100_B47_M100"
}]
query-args: |
[{"Ls":40, "BW":4, "T":16},
{"Ls":50, "BW":4, "T":16},
{"Ls":60, "BW":4, "T":16},
{"Ls":70, "BW":4, "T":16},
{"Ls":80, "BW":4, "T":16},
{"Ls":90, "BW":4, "T":16},
{"Ls":100, "BW":4, "T":16},
{"Ls":110, "BW":4, "T":16},
{"Ls":120, "BW":4, "T":16},
{"Ls":130, "BW":4, "T":16}]
msturing-1B:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ64_128,IVF1048576_HNSW32,PQ64x4fsr",
"url": "https://dl.fbaipublicfiles.com/billion-scale-ann-benchmarks/track1_baseline_faiss/msturing-1B.IVF1M_2level_PQ64x4fsr.faissindex",
"query_bs": 4096
}]
query-args: |
["nprobe=1,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=4",
"nprobe=1,quantizer_efSearch=8",
"nprobe=2,quantizer_efSearch=8",
"nprobe=1,quantizer_efSearch=16",
"nprobe=2,quantizer_efSearch=16",
"nprobe=4,quantizer_efSearch=16",
"nprobe=2,quantizer_efSearch=32",
"nprobe=4,quantizer_efSearch=32",
"nprobe=8,quantizer_efSearch=32",
"nprobe=8,quantizer_efSearch=64",
"nprobe=16,quantizer_efSearch=64",
"nprobe=16,quantizer_efSearch=128",
"nprobe=32,quantizer_efSearch=128",
"nprobe=32,quantizer_efSearch=256",
"nprobe=64,quantizer_efSearch=128",
"nprobe=64,quantizer_efSearch=256",
"nprobe=128,quantizer_efSearch=128",
"nprobe=64,quantizer_efSearch=512",
"nprobe=128,quantizer_efSearch=256",
"nprobe=128,quantizer_efSearch=512",
"nprobe=256,quantizer_efSearch=256",
"nprobe=256,quantizer_efSearch=512"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":100, "L":100, "B":50, "M":80,
"url": "https://comp21storage.blob.core.windows.net/publiccontainer/comp21/diskann-T2-baseline-indices/msturing-1B/R100_L100_B50_M80"
}]
query-args: |
[{"Ls":30, "BW":4, "T":16},
{"Ls":40, "BW":4, "T":16},
{"Ls":50, "BW":4, "T":16},
{"Ls":55, "BW":4, "T":16},
{"Ls":57, "BW":4, "T":16},
{"Ls":59, "BW":4, "T":16},
{"Ls":60, "BW":4, "T":16},
{"Ls":70, "BW":4, "T":16},
{"Ls":80, "BW":4, "T":16},
{"Ls":100, "BW":4, "T":16}]
bigann-1B:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ64_128,IVF1048576_HNSW32,PQ64x4fsr",
"url": "https://dl.fbaipublicfiles.com/billion-scale-ann-benchmarks/track1_baseline_faiss/bigann-1B.IVF1M_2level_PQ64x4fsr.faissindex"
}]
query-args: |
["nprobe=1,quantizer_efSearch=4",
"nprobe=2,quantizer_efSearch=4",
"nprobe=4,quantizer_efSearch=4",
"nprobe=4,quantizer_efSearch=8",
"nprobe=8,quantizer_efSearch=4",
"nprobe=8,quantizer_efSearch=8",
"nprobe=8,quantizer_efSearch=16",
"nprobe=8,quantizer_efSearch=32",
"nprobe=16,quantizer_efSearch=16",
"nprobe=16,quantizer_efSearch=32",
"nprobe=16,quantizer_efSearch=64",
"nprobe=32,quantizer_efSearch=8",
"nprobe=32,quantizer_efSearch=32",
"nprobe=32,quantizer_efSearch=64",
"nprobe=32,quantizer_efSearch=128",
"nprobe=64,quantizer_efSearch=16",
"nprobe=64,quantizer_efSearch=32",
"nprobe=64,quantizer_efSearch=64",
"nprobe=64,quantizer_efSearch=128",
"nprobe=64,quantizer_efSearch=256",
"nprobe=128,quantizer_efSearch=32",
"nprobe=128,quantizer_efSearch=64",
"nprobe=128,quantizer_efSearch=128",
"nprobe=128,quantizer_efSearch=256",
"nprobe=128,quantizer_efSearch=512",
"nprobe=256,quantizer_efSearch=64",
"nprobe=256,quantizer_efSearch=128",
"nprobe=256,quantizer_efSearch=512"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":100, "L":100, "B":50, "M":80,
"url": "https://comp21storage.blob.core.windows.net/publiccontainer/comp21/diskann-T2-baseline-indices/bigann-1B/R100_L100_B50_M80"
}]
query-args: |
[{"Ls":30, "BW":4, "T":16},
{"Ls":40, "BW":4, "T":16},
{"Ls":50, "BW":4, "T":16},
{"Ls":55, "BW":4, "T":16},
{"Ls":60, "BW":4, "T":16},
{"Ls":62, "BW":4, "T":16},
{"Ls":65, "BW":4, "T":16},
{"Ls":70, "BW":4, "T":16},
{"Ls":80, "BW":4, "T":16},
{"Ls":100, "BW":4, "T":16}]
ssnpp-1B:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ32_128,IVF1048576_HNSW32,PQ32",
"url": "https://dl.fbaipublicfiles.com/billion-scale-ann-benchmarks/track1_baseline_faiss/ssnpp-1B.IVF1M_2level_PQ32.faissindex"
}]
query-args: |
["nprobe=1,quantizer_efSearch=4,ht=92",
"nprobe=1,quantizer_efSearch=4,ht=98",
"nprobe=1,quantizer_efSearch=4,ht=104",
"nprobe=1,quantizer_efSearch=4,ht=112",
"nprobe=1,quantizer_efSearch=8,ht=96",
"nprobe=1,quantizer_efSearch=8,ht=108",
"nprobe=1,quantizer_efSearch=16,ht=98",
"nprobe=1,quantizer_efSearch=16,ht=114",
"nprobe=1,quantizer_efSearch=16,ht=116",
"nprobe=1,quantizer_efSearch=32,ht=98",
"nprobe=1,quantizer_efSearch=32,ht=110",
"nprobe=1,quantizer_efSearch=32,ht=112",
"nprobe=1,quantizer_efSearch=32,ht=120",
"nprobe=4,quantizer_efSearch=16,ht=256",
"nprobe=4,quantizer_efSearch=32,ht=104",
"nprobe=4,quantizer_efSearch=32,ht=112",
"nprobe=4,quantizer_efSearch=32,ht=256",
"nprobe=8,quantizer_efSearch=32,ht=112",
"nprobe=4,quantizer_efSearch=64,ht=256",
"nprobe=8,quantizer_efSearch=64,ht=116",
"nprobe=8,quantizer_efSearch=64,ht=128",
"nprobe=16,quantizer_efSearch=32,ht=256",
"nprobe=16,quantizer_efSearch=64,ht=118",
"nprobe=32,quantizer_efSearch=64,ht=256",
"nprobe=64,quantizer_efSearch=256,ht=116",
"nprobe=32,quantizer_efSearch=512,ht=256",
"nprobe=64,quantizer_efSearch=512,ht=126",
"nprobe=256,quantizer_efSearch=256,ht=128"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":100, "L":100, "B":60, "M":100, "C":500000, "CM":2,
"url": "https://comp21storage.blob.core.windows.net/publiccontainer/comp21/diskann-T2-baseline-indices/fbssnpp-1B/R100_L100_B60_M100"
}]
query-args: |
[{"Lmin":8, "Lmax":10000, "BW":4, "T":16},
{"Lmin":12, "Lmax":10000, "BW":4, "T":16},
{"Lmin":8, "Lmax":20000, "BW":4, "T":16},
{"Lmin":12, "Lmax":20000, "BW":4, "T":16},
{"Lmin":8, "Lmax":30000, "BW":4, "T":16},
{"Lmin":12, "Lmax":30000, "BW":4, "T":16},
{"Lmin":16, "Lmax":30000, "BW":4, "T":16},
{"Lmin":8, "Lmax":45000, "BW":4, "T":16},
{"Lmin":12, "Lmax":45000, "BW":4, "T":16},
{"Lmin":16, "Lmax":45000, "BW":4, "T":16}]
text2image-1B:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ32_128,IVF1048576_HNSW32,PQ32",
"url": "https://dl.fbaipublicfiles.com/billion-scale-ann-benchmarks/track1_baseline_faiss/text2image-1B.IVF1M_2level_PQ32.faissindex"
}]
# Trying all combinations of nprobe x efSearch
query-args: |
["nprobe=1,quantizer_efSearch=4,ht=106",
"nprobe=1,quantizer_efSearch=16,ht=114",
"nprobe=1,quantizer_efSearch=16,ht=116",
"nprobe=2,quantizer_efSearch=16,ht=110",
"nprobe=4,quantizer_efSearch=8,ht=118",
"nprobe=4,quantizer_efSearch=32,ht=256",
"nprobe=8,quantizer_efSearch=16,ht=114",
"nprobe=4,quantizer_efSearch=64,ht=118",
"nprobe=4,quantizer_efSearch=64,ht=122",
"nprobe=8,quantizer_efSearch=32,ht=116",
"nprobe=8,quantizer_efSearch=64,ht=116",
"nprobe=8,quantizer_efSearch=64,ht=126",
"nprobe=16,quantizer_efSearch=64,ht=256",
"nprobe=16,quantizer_efSearch=256,ht=118",
"nprobe=16,quantizer_efSearch=512,ht=256",
"nprobe=32,quantizer_efSearch=512,ht=128",
"nprobe=64,quantizer_efSearch=128,ht=126",
"nprobe=128,quantizer_efSearch=512,ht=256",
"nprobe=256,quantizer_efSearch=512,ht=120",
"nprobe=256,quantizer_efSearch=512,ht=122"]
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":100, "L":100, "B":60, "M":115, "PQ":200, "C":500000, "CM":2,
"url": "https://comp21storage.blob.core.windows.net/publiccontainer/comp21/diskann-T2-baseline-indices/text2image-1B/R100_L100_B60_M115_PQ200"
}]
query-args: |
[{"Ls":10, "BW":10, "T":16},
{"Ls":20, "BW":10, "T":16},
{"Ls":30, "BW":10, "T":16},
{"Ls":40, "BW":10, "T":16},
{"Ls":50, "BW":10, "T":16},
{"Ls":60, "BW":10, "T":16},
{"Ls":70, "BW":10, "T":16},
{"Ls":80, "BW":10, "T":16},
{"Ls":90, "BW":10, "T":16},
{"Ls":100, "BW":10, "T":16}]
ssnpp-10M:
faiss-t1:
docker-tag: billion-scale-benchmark-faissconda
module: benchmark.algorithms.faiss_t1
constructor: Faiss
base-args: ["@metric"]
run-groups:
base:
args: |
[{"indexkey": "OPQ32_128,IVF65536_HNSW32,PQ32"
}]
query-args: |
["nprobe=1,quantizer_efSearch=4,ht=92",
"nprobe=1,quantizer_efSearch=4,ht=98",
"nprobe=1,quantizer_efSearch=4,ht=104",
"nprobe=1,quantizer_efSearch=4,ht=112"]
bigann-10M:
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":100, "L":100, "B":0.3, "M":15}]
query-args: |
[{"Ls":50, "BW":4, "T":16}]
msturing-1M:
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":50, "L":50, "B":0.03, "M":1}]
query-args: |
[{"Ls":50, "BW":4, "T":16}]
msspacev-1M:
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":50, "L":50, "B":0.03, "M":1}]
query-args: |
[{"Ls":50, "BW":4, "T":16}]
text2image-1M:
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":50, "L":50, "B":0.03, "M":1, "PQ":200}]
query-args: |
[{"Ls":50, "BW":4, "T":16}]
text2image-10M:
diskann-t2:
docker-tag: billion-scale-benchmark-diskann
module: benchmark.algorithms.diskann-t2
constructor: Diskann
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":50, "L":50, "B":0.3, "M":10, "PQ":200}]
query-args: |
[{"Ls":50, "BW":4, "T":16}]