{
"search_directories":[
"test_data/disk_index_search"
],
"jobs": [
{
"type": "graph-index-build-spherical-quantization",
"content": {
"build": {
"data_type": "float32",
"data": "disk_index_siftsmall_learn_256pts_data.fbin",
"distance": "squared_l2",
"start_point_strategy": "medoid",
"max_degree": 32,
"l_build": 50,
"alpha": 1.2,
"backedge_ratio": 1.0,
"num_threads": 8,
"multi_insert": null
},
"search_phase": {
"search-type": "topk-beta-filter",
"queries": "disk_index_sample_query_10pts.fbin",
"groundtruth": "disk_index_10pts_idx_uint32_truth_search_filter_res.bin",
"beta": 0.5,
"query_predicates": "query.10.label.jsonl",
"data_labels": "data.256.label.jsonl",
"reps": 5,
"num_threads": [
8
],
"runs": [
{
"search_n": 10,
"search_l": [
10,
20,
30,
40,
50,
60,
70,
80,
90,
100
],
"recall_k": 10
}
]
},
"seed": 12648430,
"transform_kind": {
"padding_hadamard": "same"
},
"query_layouts": [
"four_bit_transposed",
"same_as_data",
"full_precision"
],
"num_bits": 1,
"pre_scale": {
"some": 0.00390625
}
}
},
{
"type": "graph-index-build-spherical-quantization",
"content": {
"build": {
"data_type": "float32",
"data": "disk_index_siftsmall_learn_256pts_data.fbin",
"distance": "squared_l2",
"start_point_strategy": "medoid",
"max_degree": 32,
"l_build": 50,
"alpha": 1.2,
"backedge_ratio": 1.0,
"num_threads": 8,
"multi_insert": null
},
"search_phase": {
"search-type": "topk-beta-filter",
"queries": "disk_index_sample_query_10pts.fbin",
"groundtruth": "disk_index_10pts_idx_uint32_truth_search_filter_res.bin",
"beta": 0.5,
"query_predicates": "query.10.label.jsonl",
"data_labels": "data.256.label.jsonl",
"reps": 5,
"num_threads": [
8
],
"runs": [
{
"search_n": 10,
"search_l": [
10,
20,
30,
40,
50,
60,
70,
80,
90,
100
],
"recall_k": 10
}
]
},
"seed": 12648430,
"transform_kind": {
"padding_hadamard": "natural"
},
"query_layouts": [
"four_bit_transposed",
"same_as_data",
"full_precision"
],
"num_bits": 1,
"pre_scale": {
"some": 0.00390625
}
}
},
{
"type": "graph-index-build-spherical-quantization",
"content": {
"build": {
"data_type": "float32",
"data": "disk_index_siftsmall_learn_256pts_data.fbin",
"distance": "squared_l2",
"start_point_strategy": "medoid",
"max_degree": 32,
"l_build": 50,
"alpha": 1.2,
"backedge_ratio": 1.0,
"num_threads": 8,
"multi_insert": null
},
"search_phase": {
"search-type": "topk-beta-filter",
"queries": "disk_index_sample_query_10pts.fbin",
"groundtruth": "disk_index_10pts_idx_uint32_truth_search_filter_res.bin",
"beta": 0.5,
"query_predicates": "query.10.label.jsonl",
"data_labels": "data.256.label.jsonl",
"reps": 5,
"num_threads": [
8
],
"runs": [
{
"search_n": 10,
"search_l": [
10,
20,
30,
40,
50,
60,
70,
80,
90,
100
],
"recall_k": 10
}
]
},
"seed": 12648430,
"transform_kind": {
"padding_hadamard": {
"override": 64
}
},
"query_layouts": [
"four_bit_transposed",
"same_as_data",
"full_precision"
],
"num_bits": 1,
"pre_scale": {
"some": 0.00390625
}
}
},
{
"type": "graph-index-build-spherical-quantization",
"content": {
"build": {
"data_type": "float32",
"data": "disk_index_siftsmall_learn_256pts_data.fbin",
"distance": "squared_l2",
"start_point_strategy": "medoid",
"max_degree": 32,
"l_build": 50,
"alpha": 1.2,
"backedge_ratio": 1.0,
"num_threads": 8,
"multi_insert": null
},
"search_phase": {
"search-type": "topk-beta-filter",
"queries": "disk_index_sample_query_10pts.fbin",
"groundtruth": "disk_index_10pts_idx_uint32_truth_search_filter_res.bin",
"beta": 0.5,
"query_predicates": "query.10.label.jsonl",
"data_labels": "data.256.label.jsonl",
"reps": 5,
"num_threads": [
8
],
"runs": [
{
"search_n": 10,
"search_l": [
10,
20,
30,
40,
50,
60,
70,
80,
90,
100
],
"recall_k": 10
}
]
},
"seed": 12648430,
"transform_kind": {
"padding_hadamard": "natural"
},
"query_layouts": [
"scalar_quantized",
"same_as_data",
"full_precision"
],
"num_bits": 2,
"pre_scale": {
"some": 0.00390625
}
}
},
{
"type": "graph-index-build-spherical-quantization",
"content": {
"build": {
"data_type": "float32",
"data": "disk_index_siftsmall_learn_256pts_data.fbin",
"distance": "squared_l2",
"start_point_strategy": "medoid",
"max_degree": 32,
"l_build": 50,
"alpha": 1.2,
"backedge_ratio": 1.0,
"num_threads": 8,
"multi_insert": null
},
"search_phase": {
"search-type": "topk-beta-filter",
"queries": "disk_index_sample_query_10pts.fbin",
"groundtruth": "disk_index_10pts_idx_uint32_truth_search_filter_res.bin",
"beta": 0.5,
"query_predicates": "query.10.label.jsonl",
"data_labels": "data.256.label.jsonl",
"reps": 5,
"num_threads": [
8
],
"runs": [
{
"search_n": 10,
"search_l": [
10,
20,
30,
40,
50,
60,
70,
80,
90,
100
],
"recall_k": 10
}
]
},
"seed": 12648430,
"transform_kind": {
"random_rotation": "same"
},
"query_layouts": [
"scalar_quantized",
"same_as_data",
"full_precision"
],
"num_bits": 4,
"pre_scale": {
"some": 0.00390625
}
}
}
]
}