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cfg.json

@@ -0,0 +1,129 @@
+{
+  "help": false,
+  "algo": "APPO",
+  "env": "atari_pong",
+  "experiment": "01_atari_envs_see_123_env_atari_pong",
+  "train_dir": "./train_dir/atari_envs/atari_envs_",
+  "restart_behavior": "resume",
+  "device": "gpu",
+  "seed": 123,
+  "num_policies": 1,
+  "async_rl": false,
+  "serial_mode": false,
+  "batched_sampling": false,
+  "num_batches_to_accumulate": 2,
+  "worker_num_splits": 1,
+  "policy_workers_per_policy": 1,
+  "max_policy_lag": 10000,
+  "num_workers": 8,
+  "num_envs_per_worker": 1,
+  "batch_size": 256,
+  "num_batches_per_epoch": 4,
+  "num_epochs": 4,
+  "rollout": 128,
+  "recurrence": 1,
+  "shuffle_minibatches": false,
+  "gamma": 0.99,
+  "reward_scale": 1.0,
+  "reward_clip": 1000.0,
+  "value_bootstrap": false,
+  "normalize_returns": false,
+  "exploration_loss_coeff": 0.01,
+  "value_loss_coeff": 0.5,
+  "kl_loss_coeff": 0.0,
+  "exploration_loss": "entropy",
+  "gae_lambda": 0.95,
+  "ppo_clip_ratio": 0.1,
+  "ppo_clip_value": 1.0,
+  "with_vtrace": false,
+  "vtrace_rho": 1.0,
+  "vtrace_c": 1.0,
+  "optimizer": "adam",
+  "adam_eps": 1e-05,
+  "adam_beta1": 0.9,
+  "adam_beta2": 0.999,
+  "max_grad_norm": 0.5,
+  "learning_rate": 0.00025,
+  "lr_schedule": "linear_decay",
+  "lr_schedule_kl_threshold": 0.008,
+  "obs_subtract_mean": 0.0,
+  "obs_scale": 255.0,
+  "normalize_input": false,
+  "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": true,
+  "default_niceness": 0,
+  "experiment_summaries_interval": 3,
+  "stats_avg": 100,
+  "summaries_use_frameskip": false,
+  "train_for_env_steps": 10000000,
+  "train_for_seconds": 10000000000,
+  "save_every_sec": 120,
+  "keep_checkpoints": 3,
+  "load_checkpoint_kind": "latest",
+  "save_milestones_sec": -1,
+  "save_best_every_sec": 5,
+  "save_best_metric": "reward",
+  "save_best_after": 100000,
+  "benchmark": false,
+  "encoder_type": "conv",
+  "encoder_subtype": "convnet_atari",
+  "encoder_custom": null,
+  "encoder_extra_fc_layers": 1,
+  "hidden_size": 512,
+  "nonlinearity": "relu",
+  "policy_initialization": "orthogonal",
+  "policy_init_gain": 1.0,
+  "actor_critic_share_weights": true,
+  "adaptive_stddev": false,
+  "initial_stddev": 1.0,
+  "use_rnn": false,
+  "rnn_type": "gru",
+  "rnn_num_layers": 1,
+  "env_gpu_actions": false,
+  "env_frameskip": 4,
+  "env_framestack": 4,
+  "pixel_format": "CHW",
+  "use_record_episode_statistics": true,
+  "with_wandb": true,
+  "wandb_user": null,
+  "wandb_project": "atari-benchmark",
+  "wandb_group": "atari_all",
+  "wandb_job_type": "SF",
+  "wandb_tags": [
+    "run5"
+  ],
+  "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,
+  "pbt_optimize_batch_size": false,
+  "pbt_optimize_gamma": false,
+  "pbt_target_objective": "true_objective",
+  "pbt_perturb_min": 1.05,
+  "pbt_perturb_max": 1.5,
+  "command_line": "--algo=APPO --with_wandb=True --wandb_project=atari-benchmark --wandb_group=atari_all --wandb_tags run5 --seed=123 --env=atari_pong --experiment=01_atari_envs_see_123_env_atari_pong --train_dir=./train_dir/atari_envs/atari_envs_",
+  "cli_args": {
+    "algo": "APPO",
+    "env": "atari_pong",
+    "experiment": "01_atari_envs_see_123_env_atari_pong",
+    "train_dir": "./train_dir/atari_envs/atari_envs_",
+    "seed": 123,
+    "with_wandb": true,
+    "wandb_project": "atari-benchmark",
+    "wandb_group": "atari_all",
+    "wandb_tags": [
+      "run5"
+    ]
+  },
+  "git_hash": "unknown",
+  "git_repo_name": "not a git repository",
+  "wandb_unique_id": "01_atari_envs_see_123_env_atari_pong_20220727_174745_048413"
+}