clearml-docs/docs/guides/advanced/multiple_tasks_single_process.md

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Multiple Tasks in Single Process

The multiple_tasks_single_process script demonstrates the capability to log a single script in multiple ClearML tasks.

In order to log a script in multiple tasks, each task needs to be initialized using Task.init() with the task_name and project_name parameters input. Before initializing an additional task in the same script, the previous task must be manually shut down with Task.close().

When the script is executed, the console should display the following output:

ClearML Task: created new task id=5c4d2d3674a94e35b10f04d9d2180l62
ClearML results page: https://app.clear.ml/projects/6835eb7316554c2b933b69638470fe02/experiments/5c4d2d3674a94e35b10f04d9d2180l62/output/log
...
ClearML Task: created new task id=28a84c17a6204b438e1e7a094a234a7f
ClearML results page: https://app.clear.ml/projects/7894eb7316554c4b933a79638473fe02/experiments/28a84c17a6204b438e1e7a094a234a7f/output/log
...
ClearML Task: created new task id=6d1e253ba0234d32a38sg85013185g46
ClearML results page: https://app.clear.ml/projects/7895eb7316554c4b933a69638470fe02/experiments/6d1e253ba0234d32a38sg85013185g46/output/log

Notice that three separate tasks with distinct IDs are created, and a link is provided to view the results of each one.