scikit-learn_bench/configs/weekly/pca.json at 098b21b041c65308ab5017f284c8dead4dc07413 · IntelPython/scikit-learn_bench · GitHub

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{
    "INCLUDE": ["../common/sklearn.json", "../common/pca.json"],
    "PARAMETERS_SETS": {
        "high-load pca datasets": [
            {
                "data": {
                    "source": "make_blobs",
                    "generation_kwargs": [
                        { "n_samples": 10000000, "n_features": 200, "centers": 2 },
                        { "n_samples": 5000000, "n_features": 1000, "centers": 2 },
                        { "n_samples": 1000000, "n_features": 5000, "centers": 2 }
                    ],
                    "split_kwargs": { "ignore": true }
                }
            },
            {
                "data": {
                    "dataset": ["airline_depdelay"],
                    "split_kwargs": { "ignore": true }
                }
            }
        ]
    },
    "TEMPLATES": {
        "sklearn pca": {
            "SETS": [
                "sklearn-ex[cpu,gpu] implementations",
                "pca parameters",
                "high-load pca datasets"
            ]
        },
        "cuml pca": {
            "SETS": [
                "cuml implementation",
                "pca parameters",
                "cuml pca parameters",
                "high-load pca datasets"
            ]
        }
    }
}