basic_stats.json

{
    "INCLUDE": ["../../common/sklearn.json", "large_scale.json"],
    "PARAMETERS_SETS": {
        "spmd basicstats parameters": {
            "algorithm": {
                "estimator": "BasicStatistics",
                "estimator_methods": { "training": "fit" },
                "sklearnex_context": { "use_raw_input": true }
            },
            "data": {
                "split_kwargs": { "test_size": 0.0001 }
            }
        },
        "synthetic data": {
            "data": [
                { "source": "make_blobs", "generation_kwargs": { "n_samples": 100000000,  "n_features": 10, "centers": 1 } },
		        { "source": "make_blobs", "generation_kwargs": { "n_samples": 1000000,  "n_features": 1000, "centers": 1 } }
            ]
        }
    },
    "TEMPLATES": {
        "basicstats": {
            "SETS": [
                "sklearnex spmd implementation",
                "large scale 2k parameters",
		        "synthetic data",
                "spmd basicstats parameters"
            ]
        }
    }
}