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skl_xpu_config.json
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skl_xpu_config.json
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{
"common": {
"lib": "sklearn",
"data-format": "pandas",
"data-order": "F",
"dtype": "float64",
"device": ["host", "cpu", "gpu", "none"]
},
"cases": [
{
"algorithm": "kmeans",
"dataset": [
{
"source": "synthetic",
"type": "blobs",
"n_clusters": 10,
"n_features": 50,
"training": {
"n_samples": 1000000
}
}
],
"n-clusters": 10
},
{
"algorithm": "dbscan",
"dataset": [
{
"source": "synthetic",
"type": "blobs",
"n_clusters": 10,
"n_features": 50,
"training": {
"n_samples": 10000
}
}
]
},
{
"algorithm": "linear",
"dataset": [
{
"source": "synthetic",
"type": "regression",
"n_features": 50,
"training": {
"n_samples": 1000000
}
}
]
},
{
"algorithm": "log_reg",
"solver":["lbfgs", "newton-cg"],
"dataset": [
{
"source": "synthetic",
"type": "classification",
"n_classes": 2,
"n_features": 100,
"training": {
"n_samples": 100000
}
},
{
"source": "synthetic",
"type": "classification",
"n_classes": 5,
"n_features": 100,
"training": {
"n_samples": 100000
}
}
]
}
]
}