{
  "help": false,
  "algo": "APPO",
  "env": "doom_deathmatch_bots",
  "experiment": "00_bots_128_fs2_narrow_see_0",
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  "normalize_input_keys": null,
  "decorrelate_experience_max_seconds": 0,
  "decorrelate_envs_on_one_worker": true,
  "actor_worker_gpus": [],
  "set_workers_cpu_affinity": true,
  "force_envs_single_thread": false,
  "default_niceness": 0,
  "log_to_file": true,
  "experiment_summaries_interval": 10,
  "flush_summaries_interval": 30,
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  "save_best_metric": "reward",
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  "benchmark": false,
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  ],
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  "encoder_conv_mlp_layers": [
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  "rnn_size": 512,
  "rnn_type": "gru",
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  "decoder_mlp_layers": [],
  "nonlinearity": "elu",
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  "pixel_format": "CHW",
  "use_record_episode_statistics": false,
  "with_wandb": true,
  "wandb_user": null,
  "wandb_project": "sample_factory",
  "wandb_group": null,
  "wandb_job_type": "SF",
  "wandb_tags": [],
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  "pbt_mix_policies_in_one_env": true,
  "pbt_period_env_steps": 5000000,
  "pbt_start_mutation": 20000000,
  "pbt_replace_fraction": 0.3,
  "pbt_mutation_rate": 0.15,
  "pbt_replace_reward_gap": 0.1,
  "pbt_replace_reward_gap_absolute": 1e-06,
  "pbt_optimize_batch_size": false,
  "pbt_optimize_gamma": false,
  "pbt_target_objective": "true_objective",
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  "pbt_perturb_max": 1.5,
  "num_agents": -1,
  "num_humans": 0,
  "num_bots": -1,
  "start_bot_difficulty": null,
  "timelimit": null,
  "res_w": 128,
  "res_h": 72,
  "wide_aspect_ratio": false,
  "fps": 35,
  "command_line": "--env=doom_deathmatch_bots --train_for_seconds=3600000 --algo=APPO --use_rnn=True --gamma=0.995 --env_frameskip=2 --num_workers=16 --num_envs_per_worker=24 --num_policies=1 --batch_size=2048 --res_w=128 --res_h=72 --wide_aspect_ratio=False --with_pbt=False --pbt_period_env_steps=5000000 --with_wandb=True --normalize_input=True --with_vtrace=False --normalize_returns=True --seed=0 --experiment=00_bots_128_fs2_narrow_see_0 --train_dir=./train_dir/doom_bots_v100_pbt/bots_128_fs2_narrow_slurm_1_norm_ret",
  "cli_args": {
    "algo": "APPO",
    "env": "doom_deathmatch_bots",
    "experiment": "00_bots_128_fs2_narrow_see_0",
    "train_dir": "./train_dir/doom_bots_v100_pbt/bots_128_fs2_narrow_slurm_1_norm_ret",
    "seed": 0,
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    "num_workers": 16,
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    "batch_size": 2048,
    "gamma": 0.995,
    "normalize_returns": true,
    "with_vtrace": false,
    "normalize_input": true,
    "train_for_seconds": 3600000,
    "use_rnn": true,
    "env_frameskip": 2,
    "with_wandb": true,
    "with_pbt": false,
    "pbt_period_env_steps": 5000000,
    "res_w": 128,
    "res_h": 72,
    "wide_aspect_ratio": false
  },
  "git_hash": "034e4cb4a24d9b529ffb294f66cb67231812db0f",
  "git_repo_name": "https://github.com/andrewzhang505/sample-factory.git",
  "wandb_unique_id": "00_bots_128_fs2_narrow_see_0_20221013_154409_832455"
}