mirror of
https://github.com/vale981/ray
synced 2025-03-06 02:21:39 -05:00
21 lines
602 B
YAML
21 lines
602 B
YAML
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# Runs on a p2.8xlarge single head node machine.
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# Should reach ~400 reward in about 1h and after 15-20M ts.
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atari-impala:
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env:
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BreakoutNoFrameskip-v4
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run: IMPALA
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config:
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# Works for both torch and tf.
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framework: torch
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rollout_fragment_length: 50
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train_batch_size: 4000
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num_gpus: 4
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num_workers: 31
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num_gpus_per_worker: 0 # works also for partial GPUs (<1.0) per worker
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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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