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ModuleName = {
    'TPE': 'nni.hyperopt_tuner.hyperopt_tuner',
    'Random': 'nni.hyperopt_tuner.hyperopt_tuner',
    'Anneal': 'nni.hyperopt_tuner.hyperopt_tuner',
    'Evolution': 'nni.evolution_tuner.evolution_tuner',
    'SMAC': 'nni.smac_tuner.smac_tuner',

    'Medianstop': 'nni.medianstop_assessor.medianstop_assessor'
}

ClassName = {
    'TPE': 'HyperoptTuner',
    'Random': 'HyperoptTuner',
    'Anneal': 'HyperoptTuner',
    'Evolution': 'EvolutionTuner',
    'SMAC': 'SMACTuner',

    'Medianstop': 'MedianstopAssessor'
}

ClassArgs = {
    'TPE': {
        'algorithm_name': 'tpe'
    },
    'Random': {
        'algorithm_name': 'random_search'
    },
    'Anneal': {
        'algorithm_name': 'anneal'
    }
}
