diskann-benchmark 0.54.0

DiskANN3 is a composable library for bringing scalable, accurate and cost-effective vector indexing to multiple databases.
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47

{
  "search_directories": [],
  "jobs": [
    {
      "type": "multi-vector-op",
      "content": {
        "element_type": "float32",
        "isa": "auto",
        "runs": [
          { "num_query_vectors": 8,  "num_doc_vectors": 32, "dim": 128, "loops_per_measurement": 2, "num_measurements": 1 },
          { "num_query_vectors": 32, "num_doc_vectors": 16, "dim": 256, "loops_per_measurement": 2, "num_measurements": 1 }
        ]
      }
    },
    {
      "type": "multi-vector-op",
      "content": {
        "element_type": "float32",
        "isa": "scalar",
        "runs": [
          { "num_query_vectors": 8,  "num_doc_vectors": 32, "dim": 128, "loops_per_measurement": 2, "num_measurements": 1 }
        ]
      }
    },
    {
      "type": "multi-vector-op",
      "content": {
        "element_type": "float32",
        "isa": "reference",
        "runs": [
          { "num_query_vectors": 8,  "num_doc_vectors": 32, "dim": 128, "loops_per_measurement": 2, "num_measurements": 1 },
          { "num_query_vectors": 64, "num_doc_vectors": 32, "dim": 264, "loops_per_measurement": 2, "num_measurements": 1 }
        ]
      }
    },
    {
      "type": "multi-vector-op",
      "content": {
        "element_type": "float16",
        "isa": "auto",
        "runs": [
          { "num_query_vectors": 8,  "num_doc_vectors": 32, "dim": 128, "loops_per_measurement": 2, "num_measurements": 1 }
        ]
      }
    }
  ]
}