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artifact_eval.yaml
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artifact_eval.yaml
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random-xs:
ParDiskANN:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.vamana
constructor: vamana
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":16, "L":32, "alpha":1.2, "two_pass":0}]
query-args: |
[{"Ls":10}, {"Ls":50}]
ParHCNNG:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hcnng
constructor: hcnng
base-args: ["@metric"]
run-groups:
base:
args: |
[{"mst_deg":3, "num_clusters":10, "cluster_size":1000}]
query-args: |
[{"Ls":10}, {"Ls":50}]
ParPyNNDescent:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.pynndescent
constructor: pynndescent
base-args: ["@metric"]
run-groups:
base:
args: |
[{"max_deg":20, "num_clusters":10, "cluster_size":100, "alpha":1.0, "delta":0.05}]
query-args: |
[{"Ls":10}, {"Ls":50}]
ParHNSW:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hnsw
constructor: hnsw
base-args: ["@metric"]
run-groups:
base:
args: |
[{"m":16, "efc":64, "ml":0.28, "alpha":1.2}]
query-args: |
[{"Ls":10}, {"Ls":50}]
bigann-10M:
ParDiskANN:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.vamana
constructor: vamana
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":64, "L":128, "alpha":1.2, "two_pass":0}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHCNNG:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hcnng
constructor: hcnng
base-args: ["@metric"]
run-groups:
base:
args: |
[{"mst_deg":3, "num_clusters":30, "cluster_size":1000}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParPyNNDescent:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.pynndescent
constructor: pynndescent
base-args: ["@metric"]
run-groups:
base:
args: |
[{"max_deg":40, "num_clusters":10, "cluster_size":100, "alpha":1.2, "delta":0.05}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHNSW:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hnsw
constructor: hnsw
base-args: ["@metric"]
run-groups:
base:
args: |
[{"m":32, "efc":128, "ml":0.36, "alpha":0.82}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
bigann-100M:
ParDiskANN:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.vamana
constructor: vamana
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":64, "L":128, "alpha":1.2, "two_pass":0}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHCNNG:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hcnng
constructor: hcnng
base-args: ["@metric"]
run-groups:
base:
args: |
[{"mst_deg":3, "num_clusters":30, "cluster_size":1000}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParPyNNDescent:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.pynndescent
constructor: pynndescent
base-args: ["@metric"]
run-groups:
base:
args: |
[{"max_deg":40, "num_clusters":10, "cluster_size":100, "alpha":1.2, "delta":0.05}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHNSW:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hnsw
constructor: hnsw
base-args: ["@metric"]
run-groups:
base:
args: |
[{"m":32, "efc":128, "ml":0.36, "alpha":0.82}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
bigann-1B:
ParDiskANN:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.vamana
constructor: vamana
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":64, "L":128, "alpha":1.2, "two_pass":0}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHCNNG:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hcnng
constructor: hcnng
base-args: ["@metric"]
run-groups:
base:
args: |
[{"mst_deg":3, "num_clusters":30, "cluster_size":1000}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
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{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParPyNNDescent:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.pynndescent
constructor: pynndescent
base-args: ["@metric"]
run-groups:
base:
args: |
[{"max_deg":40, "num_clusters":10, "cluster_size":100, "alpha":1.2, "delta":0.05}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
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{"Ls":70},
{"Ls":80},
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{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHNSW:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hnsw
constructor: hnsw
base-args: ["@metric"]
run-groups:
base:
args: |
[{"m":32, "efc":128, "ml":0.36, "alpha":0.82}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
msspacev-1M:
ParDiskANN:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.vamana
constructor: vamana
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":64, "L":128, "alpha":1.2, "two_pass":0}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":15},
{"Ls":20},
{"Ls":30},
{"Ls":40},
{"Ls":50},
{"Ls":60},
{"Ls":75},
{"Ls":100},
{"Ls":150},
{"Ls":200},
{"Ls":400},
{"Ls":500},
{"Ls":1000}]
ParHCNNG:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hcnng
constructor: hcnng
base-args: ["@metric"]
run-groups:
base:
args: |
[{"mst_deg":3, "num_clusters":50, "cluster_size":1000}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":15},
{"Ls":20},
{"Ls":30},
{"Ls":40},
{"Ls":50},
{"Ls":60},
{"Ls":75},
{"Ls":100},
{"Ls":150},
{"Ls":200},
{"Ls":400},
{"Ls":500},
{"Ls":1000}]
ParPyNNDescent:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.pynndescent
constructor: pynndescent
base-args: ["@metric"]
run-groups:
base:
args: |
[{"max_deg":60, "num_clusters":10, "cluster_size":1000, "alpha":1.2, "delta":0.05}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":15},
{"Ls":20},
{"Ls":30},
{"Ls":40},
{"Ls":50},
{"Ls":60},
{"Ls":75},
{"Ls":100},
{"Ls":150},
{"Ls":200},
{"Ls":400},
{"Ls":500},
{"Ls":1000}]
ParHNSW:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hnsw
constructor: hnsw
base-args: ["@metric"]
run-groups:
base:
args: |
[{"m":32, "efc":128, "ml":0.36, "alpha":0.83}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":15},
{"Ls":20},
{"Ls":30},
{"Ls":40},
{"Ls":50},
{"Ls":60},
{"Ls":75},
{"Ls":100},
{"Ls":150},
{"Ls":200},
{"Ls":400},
{"Ls":500},
{"Ls":1000}]
msspacev-10M:
ParDiskANN:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.vamana
constructor: vamana
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":64, "L":128, "alpha":1.2, "two_pass":0}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHCNNG:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hcnng
constructor: hcnng
base-args: ["@metric"]
run-groups:
base:
args: |
[{"mst_deg":3, "num_clusters":50, "cluster_size":1000}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParPyNNDescent:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.pynndescent
constructor: pynndescent
base-args: ["@metric"]
run-groups:
base:
args: |
[{"max_deg":60, "num_clusters":10, "cluster_size":100, "alpha":1.2, "delta":0.05}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHNSW:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hnsw
constructor: hnsw
base-args: ["@metric"]
run-groups:
base:
args: |
[{"m":32, "efc":128, "ml":0.36, "alpha":0.83}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
msspacev-100M:
ParDiskANN:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.vamana
constructor: vamana
base-args: ["@metric"]
run-groups:
base:
args: |
[{"R":64, "L":128, "alpha":1.2, "two_pass":0}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHCNNG:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.hcnng
constructor: hcnng
base-args: ["@metric"]
run-groups:
base:
args: |
[{"mst_deg":3, "num_clusters":50, "cluster_size":1000}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParPyNNDescent:
docker-tag: billion-scale-benchmark-parlayann-artifact
module: benchmark.algorithms.pynndescent
constructor: pynndescent
base-args: ["@metric"]
run-groups:
base:
args: |
[{"max_deg":60, "num_clusters":10, "cluster_size":100, "alpha":1.2, "delta":0.05}]
query-args: |
[{"Ls":10, "visit":3},
{"Ls":10, "visit":5},
{"Ls":10, "visit":8},
{"Ls":10, "visit":12},
{"Ls":10, "visit":15},
{"Ls":10, "visit":20},
{"Ls":15},
{"Ls":20},
{"Ls":25},
{"Ls":30},
{"Ls":35},
{"Ls":40},
{"Ls":45},
{"Ls":50},
{"Ls":55},
{"Ls":60},
{"Ls":70},
{"Ls":80},
{"Ls":90},
{"Ls":100},
{"Ls":120},
{"Ls":140},
{"Ls":160},
{"Ls":180},
{"Ls":200},
{"Ls":225},
{"Ls":250},
{"Ls":275},
{"Ls":300},
{"Ls":375},
{"Ls":400},
{"Ls":500},
{"Ls":750},
{"Ls":1000}]
ParHNSW: