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PrimAITE/docs/source/configuration/io_settings.rst

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© Crown-owned copyright 2023, Defence Science and Technology Laboratory UK
``io_settings``
===============
This section configures how PrimAITE saves data during simulation and training.
``io_settings`` hierarchy
-------------------------
.. code-block:: yaml
io_settings:
save_final_model: True
save_checkpoints: False
checkpoint_interval: 10
# save_logs: True
# save_transactions: False
# save_tensorboard_logs: False
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save_agent_actions: True
save_step_metadata: False
save_pcap_logs: False
save_sys_logs: False
``save_final_model``
--------------------
Optional. Default value is ``True``.
Only used if training with PrimaiteSession.
If ``True``, the policy will be saved after the final training iteration.
``save_checkpoints``
--------------------
Optional. Default value is ``False``.
Only used if training with PrimaiteSession.
If ``True``, the policy will be saved periodically during training.
``checkpoint_interval``
-----------------------
Optional. Default value is ``10``.
Only used if training with PrimaiteSession and if ``save_checkpoints`` is ``True``.
Defines how often to save the policy during training.
``save_logs``
-------------
*currently unused*.
``save_transactions``
---------------------
*currently unused*.
``save_tensorboard_logs``
-------------------------
*currently unused*.
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``save_agent_actions``
Optional. Default value is ``True``.
If ``True``, this will create a JSON file each episode detailing every agent's action each step in that episode, formatted according to the CAOS format. This includes scripted, RL, and red agents.
``save_step_metadata``
----------------------
Optional. Default value is ``False``.
If ``True``, The RL agent(s) actions, environment states and other data will be saved at every single step.
``save_pcap_logs``
------------------
Optional. Default value is ``False``.
If ``True``, then the pcap files which contain all network traffic during the simulation will be saved.
``save_sys_logs``
-----------------
Optional. Default value is ``False``.
If ``True``, then the log files which contain all node actions during the simulation will be saved.