Download diffusion_Checkpoint2/diffusion_rl_model_args.json from wangrongjing/Beyond_Imitation_Checkpoint: direct link, hf CLI and curl.
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- Download file 10.7 kB
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https://huggingface.co/wangrongjing/Beyond_Imitation_Checkpoint/resolve/main/diffusion_Checkpoint2/diffusion_rl_model_args.json
- Command line
-
hf download hf://wangrongjing/Beyond_Imitation_Checkpoint/diffusion_Checkpoint2/diffusion_rl_model_args.json
-
curl -L -o diffusion_rl_model_args.json https://huggingface.co/wangrongjing/Beyond_Imitation_Checkpoint/resolve/main/diffusion_Checkpoint2/diffusion_rl_model_args.json
10.7 kB
| { | |
| "name": "diffusion-planner-rl-v14-torchpdm-100k_denoise_final_progress", | |
| "save_dir": "/data/nuplan_opensourcetest/Diffusion-Planner", | |
| "train_set": "/mnt/nuplan_data/nuplan_cache/exp", | |
| "train_set_list": "/data/nuplan_opensourcetest/Diffusion-Planner/data_sampler/outputs/subset_100k_v14.json", | |
| "future_len": 80, | |
| "time_len": 21, | |
| "agent_state_dim": 11, | |
| "agent_num": 32, | |
| "static_objects_state_dim": 10, | |
| "static_objects_num": 5, | |
| "lane_len": 20, | |
| "lane_state_dim": 12, | |
| "lane_num": 70, | |
| "route_len": 20, | |
| "route_state_dim": 12, | |
| "route_num": 25, | |
| "augment_prob": 0.5, | |
| "normalization_file_path": "normalization.json", | |
| "use_data_augment": true, | |
| "num_workers": 4, | |
| "pin_mem": true, | |
| "seed": 3407, | |
| "train_epochs": 50, | |
| "save_utd": 1, | |
| "batch_size": 256, | |
| "learning_rate": 1e-05, | |
| "warm_up_epoch": 1, | |
| "encoder_drop_path_rate": 0.1, | |
| "decoder_drop_path_rate": 0.1, | |
| "alpha_planning_loss": 1.0, | |
| "device": "cuda", | |
| "use_ema": true, | |
| "encoder_depth": 3, | |
| "decoder_depth": 3, | |
| "num_heads": 6, | |
| "hidden_dim": 192, | |
| "diffusion_model_type": "x_start", | |
| "use_bidirectional": false, | |
| "use_safety_aware": true, | |
| "no_sad": false, | |
| "no_rii": false, | |
| "predicted_neighbor_num": 10, | |
| "resume_model_path": null, | |
| "il_ckpt": "/data/Diffusion-Planner/training_log/diffusion-planner-training/2026-05-18-14:44:02/latest.pth", | |
| "num_groups": 8, | |
| "num_steps": 10, | |
| "eta": 0.1, | |
| "use_dpm_rollout": true, | |
| "reward_scale": 20.0, | |
| "use_pdm_reward": false, | |
| "pdm_buffer_path": null, | |
| "pdm_additive_weights": "5,5,4", | |
| "pdm_min_hit_rate": 0.95, | |
| "use_torch_pdm_reward": true, | |
| "torch_pdm_dt": 0.1, | |
| "torch_pdm_progress_weight": 20.0, | |
| "torch_pdm_ttc_weight": 5.0, | |
| "torch_pdm_ttc_least_min_ttc": 0.95, | |
| "torch_pdm_driving_direction_weight": 5.0, | |
| "torch_pdm_comfortable_weight": 0.0, | |
| "torch_pdm_clearance_weight": 0.0, | |
| "torch_pdm_use_dense_ttc": false, | |
| "torch_pdm_dense_ttc_lower_s": 0.5, | |
| "torch_pdm_dense_ttc_upper_s": 3.0, | |
| "torch_pdm_use_clearance_score": false, | |
| "torch_pdm_clearance_lower_m": 0.5, | |
| "torch_pdm_clearance_upper_m": 3.0, | |
| "torch_pdm_gate_progress_by_safety": false, | |
| "torch_pdm_use_drivable_area": true, | |
| "torch_pdm_drivable_margin_m": 0.5, | |
| "torch_pdm_progress_reference_mode": "expert_future", | |
| "torch_pdm_progress_use_expert_ratio": true, | |
| "torch_pdm_progress_distance_threshold": 5.0, | |
| "torch_pdm_progress_ref_cos_threshold": 0.0, | |
| "torch_pdm_enable_length_penalty": true, | |
| "use_online_pdm_reward": false, | |
| "online_pdm_data_path": "/mnt/nuplan_data/val", | |
| "online_pdm_map_path": "/data/wangrongjing_data/nuplan/dataset/maps", | |
| "online_pdm_map_version": "nuplan-maps-v1.0", | |
| "online_pdm_log_names_json": "/data/Diffusion-Planner/nuplan_train.json", | |
| "online_pdm_allowed_tokens_json": null, | |
| "online_pdm_token_log_index_json": null, | |
| "online_pdm_metric_dir": null, | |
| "online_pdm_horizon_s": 8.0, | |
| "online_pdm_dt": 0.1, | |
| "online_pdm_timeout_s": 45, | |
| "online_pdm_num_workers": 4, | |
| "online_pdm_worker_backend": "process", | |
| "online_pdm_process_start_method": "spawn", | |
| "online_pdm_process_queue_size": 0, | |
| "online_pdm_scenarios_per_load_batch": 16, | |
| "online_pdm_use_token_log_index": true, | |
| "online_pdm_eager_process_start": true, | |
| "online_pdm_prefetch_tokens_per_epoch": 64, | |
| "online_pdm_reward_only_metrics": true, | |
| "online_pdm_debug_print": false, | |
| "kl_coef": 0.001, | |
| "ppo_clip_eps": 0.2, | |
| "rollout_denoise_final": true, | |
| "ddim_sigma_floor": 0.04, | |
| "ddim_logprob_sigma_floor": 0.1, | |
| "il_weight": 0.5, | |
| "component_grad_norm_interval": 10, | |
| "use_wandb": false, | |
| "notes": "", | |
| "ddp": true, | |
| "port": "22324", | |
| "state_normalizer": { | |
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| } |