2018-11-19 20:55:27 -08:00
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# This can reach 18-19 reward in ~3 minutes on p3.16xl head w/m4.16xl workers
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# 128 workers -> 3 minutes (best case)
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# 64 workers -> 4 minutes
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# 32 workers -> 7 minutes
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# See also: pong-impala.yaml, pong-impala-vectorized.yaml
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pong-impala-fast:
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env: PongNoFrameskip-v4
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run: IMPALA
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config:
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2020-03-14 12:05:04 -07:00
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rollout_fragment_length: 50
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2018-11-19 20:55:27 -08:00
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train_batch_size: 1000
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2018-11-27 23:35:19 -08:00
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num_workers: 128
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2018-11-19 20:55:27 -08:00
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num_envs_per_worker: 5
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broadcast_interval: 5
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max_sample_requests_in_flight_per_worker: 1
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2021-07-20 14:58:13 -04:00
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num_multi_gpu_tower_stacks: 4
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2018-11-19 20:55:27 -08:00
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num_gpus: 2
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model:
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dim: 42
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