{
  "help": false,
  "algo": "APPO",
  "env": "atari_venture",
  "experiment": "20221014_2B__atari_venture_1111",
  "train_dir": "/gpfsscratch/rech/ajs/utv52ia/sample_factory/train_dir/atari_2b",
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  "adam_beta1": 0.9,
  "adam_beta2": 0.999,
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  "obs_scale": 255.0,
  "normalize_input": true,
  "normalize_input_keys": [
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  "decorrelate_experience_max_seconds": 1,
  "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": 3,
  "flush_summaries_interval": 30,
  "stats_avg": 100,
  "summaries_use_frameskip": true,
  "heartbeat_interval": 10,
  "heartbeat_reporting_interval": 60,
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  "save_best_every_sec": 5,
  "save_best_metric": "reward",
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  "benchmark": false,
  "encoder_mlp_layers": [
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  "encoder_conv_architecture": "convnet_atari",
  "encoder_conv_mlp_layers": [
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  "use_rnn": false,
  "rnn_size": 512,
  "rnn_type": "gru",
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  "decoder_mlp_layers": [],
  "nonlinearity": "relu",
  "policy_initialization": "orthogonal",
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  "adaptive_stddev": false,
  "continuous_tanh_scale": 0.0,
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  "env_gpu_actions": false,
  "env_frameskip": 4,
  "env_framestack": 4,
  "pixel_format": "CHW",
  "use_record_episode_statistics": true,
  "with_wandb": false,
  "wandb_user": null,
  "wandb_project": "sample_factory",
  "wandb_group": null,
  "wandb_job_type": "SF",
  "wandb_tags": [],
  "with_pbt": false,
  "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,
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  "pbt_optimize_gamma": false,
  "pbt_target_objective": "true_objective",
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  "env_agents": 512,
  "command_line": "--seed=1111 --experiment=20221014_2B__atari_venture_1111 --env=atari_venture --train_for_seconds=3600000 --algo=APPO --gamma=0.99 --num_workers=4 --num_envs_per_worker=1 --worker_num_splits=1 --env_agents=512 --benchmark=False --max_grad_norm=0.0 --decorrelate_experience_max_seconds=1 --encoder_conv_architecture=convnet_atari --encoder_conv_mlp_layers 512 --nonlinearity=relu --num_policies=1 --normalize_input=True --normalize_input_keys obs --normalize_returns=True --async_rl=True --batched_sampling=True --train_for_env_steps=2000000000 --save_milestones_sec=1200 --train_dir /gpfsscratch/rech/ajs/utv52ia/sample_factory/train_dir/atari_2b --rollout 64 --exploration_loss_coeff 0.0004677351413 --num_epochs 2 --batch_size 1024 --num_batches_per_epoch 8 --learning_rate 0.0003033891184",
  "cli_args": {
    "algo": "APPO",
    "env": "atari_venture",
    "experiment": "20221014_2B__atari_venture_1111",
    "train_dir": "/gpfsscratch/rech/ajs/utv52ia/sample_factory/train_dir/atari_2b",
    "seed": 1111,
    "num_policies": 1,
    "async_rl": true,
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    "num_workers": 4,
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    "batch_size": 1024,
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    "gamma": 0.99,
    "normalize_returns": true,
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    "normalize_input": true,
    "normalize_input_keys": [
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    "decorrelate_experience_max_seconds": 1,
    "train_for_env_steps": 2000000000,
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    "save_milestones_sec": 1200,
    "benchmark": false,
    "encoder_conv_architecture": "convnet_atari",
    "encoder_conv_mlp_layers": [
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    ],
    "nonlinearity": "relu",
    "env_agents": 512
  },
  "git_hash": "unknown",
  "git_repo_name": "not a git repository"
}