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3f99cfc
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Parent(s):
0166319
Upload cfg.json with huggingface_hub
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cfg.json
ADDED
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{
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"help": false,
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"algo": "APPO",
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"env": "atari_roadrunner",
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"experiment": "20221014_2B__atari_roadrunner_3333",
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"train_dir": "/gpfsscratch/rech/ajs/utv52ia/sample_factory/train_dir/atari_2b",
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"restart_behavior": "resume",
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"device": "gpu",
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"seed": 3333,
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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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"batched_sampling": true,
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"num_batches_to_accumulate": 2,
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"worker_num_splits": 1,
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"policy_workers_per_policy": 1,
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"max_policy_lag": 1000,
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"num_workers": 4,
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"num_envs_per_worker": 1,
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"batch_size": 1024,
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"num_batches_per_epoch": 8,
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"num_epochs": 2,
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"rollout": 64,
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"recurrence": 1,
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"shuffle_minibatches": false,
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"gamma": 0.99,
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"reward_scale": 1.0,
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"reward_clip": 1000.0,
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"value_bootstrap": false,
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"normalize_returns": true,
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"exploration_loss_coeff": 0.0004677351413,
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"value_loss_coeff": 0.5,
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"kl_loss_coeff": 0.0,
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"exploration_loss": "entropy",
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"gae_lambda": 0.95,
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"ppo_clip_ratio": 0.1,
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"ppo_clip_value": 1.0,
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"with_vtrace": false,
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"vtrace_rho": 1.0,
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"vtrace_c": 1.0,
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"optimizer": "adam",
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"adam_eps": 1e-05,
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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": 0.0003033891184,
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"lr_schedule": "linear_decay",
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"lr_schedule_kl_threshold": 0.008,
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"obs_subtract_mean": 0.0,
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"obs_scale": 255.0,
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"normalize_input": true,
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"normalize_input_keys": [
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"obs"
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],
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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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"force_envs_single_thread": false,
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"default_niceness": 0,
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"log_to_file": true,
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"experiment_summaries_interval": 3,
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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": 60,
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"train_for_env_steps": 2000000000,
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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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"save_milestones_sec": 1200,
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"save_best_every_sec": 5,
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"save_best_metric": "reward",
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"save_best_after": 100000,
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"benchmark": false,
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"encoder_mlp_layers": [
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512,
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512
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],
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"encoder_conv_architecture": "convnet_atari",
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"encoder_conv_mlp_layers": [
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512
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],
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"use_rnn": false,
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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": "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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"adaptive_stddev": false,
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"continuous_tanh_scale": 0.0,
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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": 4,
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"pixel_format": "CHW",
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"use_record_episode_statistics": true,
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"with_wandb": false,
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"wandb_user": null,
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"wandb_project": "sample_factory",
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"wandb_group": null,
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"wandb_job_type": "SF",
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"wandb_tags": [],
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"with_pbt": false,
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"pbt_mix_policies_in_one_env": true,
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"pbt_period_env_steps": 5000000,
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"pbt_start_mutation": 20000000,
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"pbt_replace_fraction": 0.3,
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"pbt_mutation_rate": 0.15,
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"pbt_replace_reward_gap": 0.1,
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"pbt_replace_reward_gap_absolute": 1e-06,
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"pbt_optimize_batch_size": false,
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"pbt_optimize_gamma": false,
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"pbt_target_objective": "true_objective",
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"pbt_perturb_min": 1.05,
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"pbt_perturb_max": 1.5,
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"env_agents": 512,
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"command_line": "--seed=3333 --experiment=20221014_2B__atari_roadrunner_3333 --env=atari_roadrunner --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",
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"cli_args": {
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"algo": "APPO",
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"env": "atari_roadrunner",
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"experiment": "20221014_2B__atari_roadrunner_3333",
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+
"train_dir": "/gpfsscratch/rech/ajs/utv52ia/sample_factory/train_dir/atari_2b",
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+
"seed": 3333,
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+
"num_policies": 1,
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+
"async_rl": true,
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+
"batched_sampling": true,
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+
"worker_num_splits": 1,
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+
"num_workers": 4,
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+
"num_envs_per_worker": 1,
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+
"batch_size": 1024,
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+
"num_batches_per_epoch": 8,
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+
"num_epochs": 2,
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+
"rollout": 64,
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+
"gamma": 0.99,
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+
"normalize_returns": true,
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+
"exploration_loss_coeff": 0.0004677351413,
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+
"max_grad_norm": 0.0,
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+
"learning_rate": 0.0003033891184,
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+
"normalize_input": true,
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+
"normalize_input_keys": [
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"obs"
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],
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+
"decorrelate_experience_max_seconds": 1,
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+
"train_for_env_steps": 2000000000,
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152 |
+
"train_for_seconds": 3600000,
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153 |
+
"save_milestones_sec": 1200,
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+
"benchmark": false,
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+
"encoder_conv_architecture": "convnet_atari",
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+
"encoder_conv_mlp_layers": [
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512
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],
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"nonlinearity": "relu",
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"env_agents": 512
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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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}
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