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Upload config.json with huggingface_hub

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  1. config.json +37 -22
config.json CHANGED
@@ -2,11 +2,11 @@
2
  "help": false,
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  "algo": "APPO",
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  "env": "doom_health_gathering_supreme",
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- "experiment": "default_experiment",
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- "train_dir": "/content/train_dir",
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  "restart_behavior": "resume",
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  "device": "gpu",
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- "seed": null,
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  "num_policies": 1,
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  "async_rl": true,
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  "serial_mode": false,
@@ -15,9 +15,9 @@
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  "worker_num_splits": 2,
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  "policy_workers_per_policy": 1,
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  "max_policy_lag": 1000,
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- "num_workers": 8,
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- "num_envs_per_worker": 4,
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- "batch_size": 1024,
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  "num_batches_per_epoch": 1,
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  "num_epochs": 1,
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  "rollout": 32,
@@ -42,7 +42,7 @@
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  "adam_eps": 1e-06,
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  "adam_beta1": 0.9,
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  "adam_beta2": 0.999,
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- "max_grad_norm": 4.0,
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  "learning_rate": 0.0001,
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  "lr_schedule": "constant",
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  "lr_schedule_kl_threshold": 0.008,
@@ -50,7 +50,7 @@
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  "obs_scale": 255.0,
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  "normalize_input": true,
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  "normalize_input_keys": null,
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- "decorrelate_experience_max_seconds": 0,
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  "decorrelate_envs_on_one_worker": true,
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  "actor_worker_gpus": [],
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  "set_workers_cpu_affinity": true,
@@ -61,10 +61,10 @@
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  "flush_summaries_interval": 30,
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  "stats_avg": 100,
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  "summaries_use_frameskip": true,
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- "heartbeat_interval": 20,
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- "heartbeat_reporting_interval": 600,
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- "train_for_env_steps": 4000000,
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- "train_for_seconds": 10000000000,
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  "save_every_sec": 120,
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  "keep_checkpoints": 2,
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  "load_checkpoint_kind": "latest",
@@ -83,10 +83,10 @@
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  ],
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  "use_rnn": true,
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  "rnn_size": 512,
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- "rnn_type": "gru",
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  "rnn_num_layers": 1,
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  "decoder_mlp_layers": [],
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- "nonlinearity": "elu",
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  "policy_initialization": "orthogonal",
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  "policy_init_gain": 1.0,
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  "actor_critic_share_weights": true,
@@ -95,7 +95,6 @@
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  "initial_stddev": 1.0,
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  "use_env_info_cache": false,
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  "env_gpu_actions": false,
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- "env_gpu_observations": true,
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  "env_frameskip": 4,
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  "env_framestack": 1,
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  "pixel_format": "CHW",
@@ -128,14 +127,30 @@
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  "wide_aspect_ratio": false,
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  "eval_env_frameskip": 1,
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  "fps": 35,
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- "command_line": "--env=doom_health_gathering_supreme --num_workers=8 --num_envs_per_worker=4 --train_for_env_steps=4000000",
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  "cli_args": {
 
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  "env": "doom_health_gathering_supreme",
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- "num_workers": 8,
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- "num_envs_per_worker": 4,
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- "train_for_env_steps": 4000000
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  },
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- "git_hash": "unknown",
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- "git_repo_name": "not a git repository",
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- "train_script": ".usr.local.lib.python3.10.dist-packages.colab_kernel_launcher"
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  }
 
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  "help": false,
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  "algo": "APPO",
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  "env": "doom_health_gathering_supreme",
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+ "experiment": "vizdoom_doom_health_gathering_supreme_2222",
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+ "train_dir": "/scratch/sample_factory/train_dir/vizdoom",
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  "restart_behavior": "resume",
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  "device": "gpu",
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+ "seed": 2222,
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  "num_policies": 1,
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  "async_rl": true,
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  "serial_mode": false,
 
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  "worker_num_splits": 2,
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  "policy_workers_per_policy": 1,
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  "max_policy_lag": 1000,
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+ "num_workers": 20,
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+ "num_envs_per_worker": 12,
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+ "batch_size": 2048,
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  "num_batches_per_epoch": 1,
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  "num_epochs": 1,
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  "rollout": 32,
 
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  "adam_eps": 1e-06,
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  "adam_beta1": 0.9,
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  "adam_beta2": 0.999,
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+ "max_grad_norm": 0.0,
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  "learning_rate": 0.0001,
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  "lr_schedule": "constant",
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  "lr_schedule_kl_threshold": 0.008,
 
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  "obs_scale": 255.0,
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  "normalize_input": true,
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  "normalize_input_keys": null,
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+ "decorrelate_experience_max_seconds": 1,
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  "decorrelate_envs_on_one_worker": true,
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  "actor_worker_gpus": [],
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  "set_workers_cpu_affinity": true,
 
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  "flush_summaries_interval": 30,
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  "stats_avg": 100,
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  "summaries_use_frameskip": true,
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+ "heartbeat_interval": 10,
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+ "heartbeat_reporting_interval": 300,
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+ "train_for_env_steps": 10000000000,
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+ "train_for_seconds": 3600000,
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  "save_every_sec": 120,
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  "keep_checkpoints": 2,
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  "load_checkpoint_kind": "latest",
 
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  ],
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  "use_rnn": true,
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  "rnn_size": 512,
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+ "rnn_type": "lstm",
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  "rnn_num_layers": 1,
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  "decoder_mlp_layers": [],
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+ "nonlinearity": "relu",
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  "policy_initialization": "orthogonal",
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  "policy_init_gain": 1.0,
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  "actor_critic_share_weights": true,
 
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  "initial_stddev": 1.0,
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  "use_env_info_cache": false,
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  "env_gpu_actions": false,
 
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  "env_frameskip": 4,
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  "env_framestack": 1,
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  "pixel_format": "CHW",
 
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  "wide_aspect_ratio": false,
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  "eval_env_frameskip": 1,
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  "fps": 35,
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+ "command_line": "--train_for_seconds=3600000 --algo=APPO --gamma=0.99 --use_rnn=True --num_workers=20 --num_envs_per_worker=12 --num_epochs=1 --rollout=32 --recurrence=32 --batch_size=2048 --benchmark=False --max_grad_norm=0.0 --decorrelate_experience_max_seconds=1 --nonlinearity=relu --rnn_type=lstm --num_policies=1 --heartbeat_reporting_interval=300 --train_dir=/scratch/sample_factory/train_dir/vizdoom --seed=2222 --experiment=vizdoom_doom_health_gathering_supreme_2222 --env=doom_health_gathering_supreme",
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  "cli_args": {
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+ "algo": "APPO",
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  "env": "doom_health_gathering_supreme",
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+ "experiment": "vizdoom_doom_health_gathering_supreme_2222",
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+ "train_dir": "/scratch/sample_factory/train_dir/vizdoom",
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+ "seed": 2222,
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+ "num_policies": 1,
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+ "num_workers": 20,
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+ "num_envs_per_worker": 12,
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+ "batch_size": 2048,
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+ "num_epochs": 1,
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+ "rollout": 32,
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+ "recurrence": 32,
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+ "gamma": 0.99,
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+ "max_grad_norm": 0.0,
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+ "decorrelate_experience_max_seconds": 1,
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+ "heartbeat_reporting_interval": 300,
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+ "train_for_seconds": 3600000,
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+ "benchmark": false,
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+ "use_rnn": true,
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+ "rnn_type": "lstm",
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+ "nonlinearity": "relu"
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  },
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+ "git_hash": "9da68b57eecd73c3c884c1be2d938b46aa7a7f49",
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+ "git_repo_name": "https://github.com/alex-petrenko/sample-factory.git"
 
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  }