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| "uniform", |
| "uniform_u2_6", |
| "fs12", |
| "seed14" |
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| } |
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| "train_dir": { |
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| "fs12", |
| "seed14" |
| ] |
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| "value": 12 |
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| "hold_policy": { |
| "value": "hold" |
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| "log_to_file": { |
| "value": true |
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| "lr_schedule": { |
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| "screen_size": { |
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| }, |
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| "command_line": { |
| "value": "--mode train --algo APPO --env latency_demon_attack --experiment demon_attack_frame_stack_uniform_u2_6_fs12_seed14 --train_dir results/checkpoints_factor_sweeps/demon_attack/context_window --restart_behavior resume --device gpu --actor_worker_gpus 0 --env_gpu_observations True --env_gpu_actions True --gpu-env-batch-size 512 --seed 14 --episode_metrics_path results/checkpoints_factor_sweeps/demon_attack/context_window/demon_attack_frame_stack_uniform_u2_6_fs12_seed14/episode_metrics.jsonl --train_for_env_steps 25000000 --num_workers 1 --num_envs_per_worker 1 --num_policies 1 --batch_size 1024 --rollout 64 --recurrence 32 --num_epochs 2 --num_batches_per_epoch 8 --worker_num_splits 1 --max_policy_lag 300 --learning_rate 0.000303 --gamma 0.99 --gae_lambda 0.95 --ppo_clip_ratio 0.1 --ppo_clip_value 0.2 --value_loss_coeff 0.5 --max_grad_norm 0.0 --save_every_sec 600 --keep_checkpoints 5 --stats_avg 100 --experiment_summaries_interval 1 --batched_sampling True --async_rl True --batched_sampling True --use_rnn False --normalize_returns True --normalize_input True --latency-type uniform_distribution --min-latency-ms 33.333333333333336 --max-latency-ms 100.0 --latency-seed 14 --add-latency-info False --eval-episodes 100 --eval-parallel-envs 100 --eval-max-steps 36000 --eval-deterministic True --eval-raw-reward --with_wandb True --wandb_project latency-sensitive-bench --wandb_group demon-attack-fs12-uniform_u2_6 --wandb_job_type sample_factory --wandb_tags factor_sweep demon-attack frame_stack uniform uniform_u2_6 fs12 seed14 --env_id ALE/DemonAttack-v5 --env-fps 60 --obs-fps 15.0 --screen_size 84 --noop_max 30 --frame_stack 12 --terminal_on_life_loss True --clip_reward True --repeat_action_probability 0.0 --full_action_space False --max_episode_steps 25000 --simulator gpu --gpu-env-device auto --hold-policy hold --ordering-policy latest_ready" |
| }, |
| "latency_seed": { |
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| }, |
| "latency_type": { |
| "value": "uniform_distribution" |
| }, |
| "nonlinearity": { |
| "value": "elu" |
| }, |
| "num_policies": { |
| "value": 1 |
| }, |
| "pixel_format": { |
| "value": "CHW" |
| }, |
| "reward_scale": { |
| "value": 1 |
| }, |
| "env_frameskip": { |
| "value": 1 |
| }, |
| "eval_episodes": { |
| "value": 100 |
| }, |
| "git_repo_name": { |
| "value": "git@github.com:ZihanWang314/latency-sensitive-bench.git" |
| }, |
| "kl_loss_coeff": { |
| "value": 0 |
| }, |
| "learning_rate": { |
| "value": 0.000303 |
| }, |
| "max_grad_norm": { |
| "value": 0 |
| }, |
| "wandb_project": { |
| "value": "latency-sensitive-bench" |
| }, |
| "env_framestack": { |
| "value": 1 |
| }, |
| "eval_max_steps": { |
| "value": 36000 |
| }, |
| "gpu_env_device": { |
| "value": "auto" |
| }, |
| "initial_stddev": { |
| "value": 1 |
| }, |
| "max_latency_ms": { |
| "value": 100 |
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| "max_policy_lag": { |
| "value": 300 |
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| "min_latency_ms": { |
| "value": 33.333333333333336 |
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| "ppo_clip_ratio": { |
| "value": 0.1 |
| }, |
| "ppo_clip_value": { |
| "value": 0.2 |
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| "rnn_num_layers": { |
| "value": 1 |
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| "save_every_sec": { |
| "value": 600 |
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| "value": null |
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| "wandb_job_type": { |
| "value": "sample_factory" |
| }, |
| "adaptive_stddev": { |
| "value": true |
| }, |
| "env_gpu_actions": { |
| "value": true |
| }, |
| "eval_raw_reward": { |
| "value": true |
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| "lr_adaptive_max": { |
| "value": 0.01 |
| }, |
| "lr_adaptive_min": { |
| "value": 1e-06 |
| }, |
| "mean_latency_ms": { |
| "value": null |
| }, |
| "normalize_input": { |
| "value": true |
| }, |
| "ordering_policy": { |
| "value": "latest_ready" |
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| "pbt_perturb_max": { |
| "value": 1.5 |
| }, |
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| "value": 1.1 |
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| 0 |
| ] |
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| "value": 25000 |
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| "normalize_returns": { |
| "value": true |
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| "obs_subtract_mean": { |
| "value": 0 |
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| "pbt_mutation_rate": { |
| "value": 0.15 |
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| "train_for_seconds": { |
| "value": 10000000000 |
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| "decoder_mlp_layers": { |
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| }, |
| "encoder_mlp_layers": { |
| "value": [ |
| 512, |
| 512 |
| ] |
| }, |
| "eval_deterministic": { |
| "value": true |
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| "eval_env_frameskip": { |
| "value": 1 |
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| "eval_parallel_envs": { |
| "value": 100 |
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| "gpu_env_batch_size": { |
| "value": 512 |
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| "pbt_optimize_gamma": { |
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| "pbt_start_mutation": { |
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| "value": -1 |
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| "shuffle_minibatches": { |
| "value": false |
| }, |
| "train_for_env_steps": { |
| "value": 25000000 |
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| "env_gpu_observations": { |
| "value": true |
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| "episode_metrics_path": { |
| "value": "results/checkpoints_factor_sweeps/demon_attack/context_window/demon_attack_frame_stack_uniform_u2_6_fs12_seed14/episode_metrics.jsonl" |
| }, |
| "load_checkpoint_kind": { |
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| "normalize_input_keys": { |
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| "pbt_replace_fraction": { |
| "value": 0.3 |
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| "pbt_target_objective": { |
| "value": "true_objective" |
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| "continuous_tanh_scale": { |
| "value": 0 |
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| "num_batches_per_epoch": { |
| "value": 8 |
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| "policy_initialization": { |
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| "terminal_on_life_loss": { |
| "value": true |
| }, |
| "exploration_loss_coeff": { |
| "value": 0.003 |
| }, |
| "pbt_replace_reward_gap": { |
| "value": 0.1 |
| }, |
| "encoder_conv_mlp_layers": { |
| "value": [ |
| 512 |
| ] |
| }, |
| "summaries_use_frameskip": { |
| "value": true |
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| "flush_summaries_interval": { |
| "value": 30 |
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| "force_envs_single_thread": { |
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| "lr_schedule_kl_threshold": { |
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| "set_workers_cpu_affinity": { |
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| "encoder_conv_architecture": { |
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| "export_env_raw_rgb_frames": { |
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| "actor_critic_share_weights": { |
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| "pbt_mix_policies_in_one_env": { |
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| "pbt_replace_reward_gap_absolute": { |
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| "decorrelate_experience_max_seconds": { |
| "value": 0 |
| } |
| } |
|
|
