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What is the primary function of the SparkTrials class in Hyperopt, and under what circumstances should it be utilized?
A
It logs tuning results to MLflow
B
It executes distributed ML algorithms such as MLlib or Horovod
C
It defines the hyperparameter space for distributed models
D
It accelerates single-machine tuning by distributing trials to Spark workers
