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Hi, I Have One Doubt Related To Pipeline I Have One Pipeline With Eg 3 Tasks, Preprocess, Train And Test Now I Want To Clone The Pipeline And Change The Hyperparameters Of Train Task, Is It Possible? If So, How??


@<1523701205467926528:profile|AgitatedDove14>
I am using pipeline by task and using pipe.add_parameter method to add the parameter through ui

pipe.add_parameter('random_state',2024) #model training
pipe.add_parameter('epochs',10)
pipe.add_parameter('learning_rate',0.001)

and then overriding the parameters using parameter_overide

pipe.add_step(
name='model_training',
parents=['preprocess_data'],
base_task_project=global_config.PROJECT_NAME,
base_task_name='model training',
parameter_override={'General/random_state': '${pipeline.random_state}',
'General/epochs': '${pipeline.epochs}',
'General/learning_rate': '${pipeline.learning_rate}'

like this.. But when I am cloning the pipeline and changing the parameters, it is running on default parameters, given when pipeline was 1st run

  
  
Posted 9 months ago
82 Views
0 Answers
9 months ago
9 months ago