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update samples from Release-11 as a part of 1.5.0 SDK stable release
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'''RLlib callbacks module:
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Common callback methods to be passed to RLlib trainer.
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'''
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from azureml.core import Run
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def on_train_result(info):
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'''Callback on train result to record metrics returned by trainer.
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'''
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run = Run.get_context()
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run.log(
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name='episode_reward_mean',
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value=info["result"]["episode_reward_mean"])
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run.log(
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name='episodes_total',
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value=info["result"]["episodes_total"])
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