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29 lines
858 B
YAML
29 lines
858 B
YAML
# Taken from rllib/tuned_examples/atari_impala_large.yaml
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# Runs on a g3.16xl node with 5 m5.24xlarge workers
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# Should take roughly 100 minutes.
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atari-impala:
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env:
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grid_search:
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- BreakoutNoFrameskip-v4
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- BeamRiderNoFrameskip-v4
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- QbertNoFrameskip-v4
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- SpaceInvadersNoFrameskip-v4
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run: IMPALA
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# Minimum reward and total ts (in given time_total_s) to pass this test.
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pass_criteria:
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timesteps_total: 45000000
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stop:
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time_total_s: 3600
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frameworks: [ "tf" ]
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config:
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num_gpus: 1
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num_cpus_for_driver: 0
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rollout_fragment_length: 50
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train_batch_size: 500
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num_workers: 128
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num_envs_per_worker: 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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