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Add admonition about running agents in venv (#470)
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@ -52,6 +52,8 @@ pip install clearml-agent
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:::info
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Install ClearML Agent as a system Python package and not in a Python virtual environment.
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An agent that runs in Virtual Environment Mode or Conda Environment Mode needs to create virtual environments, and
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it can't do that when running from a virtual environment.
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:::
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## Configuration
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@ -72,7 +72,7 @@ Task to one of your queues, according to the amount of resources you want to all
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With queues and ClearML Agent, you can easily add and remove machines from the cluster, and you can
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reuse machines without the need for any dedicated containers or images.
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## Additional Features
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## Running Modes
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Agents can be deployed bare-metal, with multiple instances allocating
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specific GPUs to the agents. They can also be deployed as dockers in a Kubernetes cluster.
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@ -87,6 +87,12 @@ The Agent has three running modes:
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- Conda Environment Mode: Similar to the Virtual Environment mode, only instead of using pip, it uses conda install and
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pip combination. Notice this mode is quite brittle due to the Conda package version support table.
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:::tip Agents and virtual environments
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An agent that runs in Virtual Environment Mode or Conda Environment Mode needs to create virtual environments, and
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it can't do that when running from a virtual environment. You can run agents in these modes with
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system Python.
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:::
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## Services Mode
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In its default mode, a ClearML Agent executes a single task at a time, since training tasks typically require all resources
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