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10 × Eureka!just one more question  AgitatedDove14 .
How can I do the same thing to  pipe.start_locally(run_pipeline_steps_locally=False)  with decorators?
Thanks for the reply. Yes, I got the point.
Still, My problem is calling  pipe.start()  crashes.
I want to run an API server that starts the pipeline on request, and I don't want it kills the API server.
Thank you.  AgitatedDove14   auto_connect_frameworks  worked nicely.
Ah! sorry I just found the doc  😉
https://clear.ml/docs/latest/docs/pipelines/pipelines_sdk_function_decorators#running-the-pipeline
Good day AgitatedDove14
Oh. If the behavior is intentional, I think I must call it via subprocess.
Thanks for the answers.  AgitatedDove14
Thanks for the reply  CostlyOstrich36
The local machine & agent machine has the same  clearml.conf  . As I sad, storing something via  StorageManager  has no problem on both side.
But  PipelineDecorator.upload_model(model_name, model_path)  doesn't work on both side.
Self-answering after digging into it.from os import environ environ['CLEARML_WEB_HOST'] = ' ' environ['CLEARML_API_HOST'] = ' ' environ['CLEARML_FILES_HOST'] = ' ` '
environ['CLEARML_API_ACCESS_KEY'] = 'access_key'
environ['CLEARML_API_SECRET_KEY'] = 'secret_key'
from clearml import Task `

