wehub-resource-sync
27 lines
779 B
YAML
27 lines
779 B
YAML
# @OldAPIStack
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# Runs on a g3.16xl node with 3 m4.16xl workers
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# See https://github.com/ray-project/rl-experiments for results
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atari-impala:
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env:
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grid_search:
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- ale_py:ALE/Breakout-v5
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- ale_py:ALE/BeamRider-v5
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- ale_py:ALE/Qbert-v5
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- ale_py:ALE/SpaceInvaders-v5
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run: IMPALA
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config:
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# Make analogous to old v4 + NoFrameskip.
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env_config:
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frameskip: 1
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full_action_space: false
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repeat_action_probability: 0.0
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rollout_fragment_length: 50
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train_batch_size: 500
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num_env_runners: 32
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num_envs_per_env_runner: 5
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clip_rewards: True
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lr_schedule: [
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[0, 0.0005],
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[20000000, 0.000000000001],
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]
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