scikit-learn_bench/configs/common/sklearn.json at e5e098f1e0ac4256477f56e99ff92e71e4d970f2 · IntelPython/scikit-learn_bench · GitHub

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{
    "PARAMETERS_SETS": {
        "sklearn-ex[cpu] implementations": {
            "algorithm": [
                { "library": "sklearn", "device": "cpu" },
                { "library": "sklearnex", "device": "cpu" }
            ]
        },
        "sklearn-ex[cpu,gpu] implementations": {
            "algorithm": [
                { "library": "sklearn", "device": "cpu" },
                { "library": "sklearnex", "device": ["cpu", "gpu"] }
            ]
        },
        "sklearnex spmd implementation": {
            "algorithm": {
                "library": "sklearnex.spmd",
                "device": "gpu",
                "estimator_params": { "n_jobs": "[REMOVE]" }
            },
            "data": {
                "format": "dpnp",
                "order": "C",
                "distributed_split": "rank_based"
            },
            "bench": {
                "distributor": "mpi"
            }
        },
        "spmd default parameters": {
            "algorithm": {
                "estimator_methods": {
                    "training": "fit",
                    "inference": "predict|transform"
                }
            },
            "data": {
                "dtype": "float32"
            },
            "bench": {
                "mpi_params": { "n": [1, 2] }
            }
        },
        "cuml implementation": {
            "algorithm": { "library": "cuml" },
            "data": { "format": "cupy" }
        },
        "extended data formats": {
            "data": [
                {
                    "format": "numpy",
                    "order": "C"
                },
                {
                    "format": "pandas",
                    "order": "F"
                }
            ]
        }
    }
}