Beyond_Imitation_Checkpoint / ReflexDiffusion_Checkpoint2 /ReflexDiffusion_rl_model_args.json
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{
"name": "reflexdiffusion-rl-torchpdm-100k",
"save_dir": "/data/nuplan_opensourcetest/ReflexDiffusion",
"train_set": "/mnt/nuplan_data/nuplan_cache/exp",
"train_set_list": "/data/nuplan_opensourcetest/ReflexDiffusion/reflexdiffusion_training_100k.json",
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"lane_num": 70,
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"route_num": 25,
"augment_prob": 0.5,
"normalization_file_path": "/data/nuplan_opensourcetest/ReflexDiffusion/normalization.json",
"use_data_augment": true,
"num_workers": 4,
"pin_mem": true,
"seed": 3407,
"train_epochs": 100,
"save_utd": 1,
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"device": "cuda",
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"decoder_depth": 3,
"num_heads": 6,
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"diffusion_model_type": "x_start",
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"use_safety_aware": false,
"no_sad": false,
"no_rii": false,
"predicted_neighbor_num": 10,
"use_all_feature": 1.0,
"resume_model_path": null,
"il_ckpt": "/data/nuplan_opensourcetest/ReflexDiffusion/training_log/reflexdiffusion-il-1000k/2026-07-17-19:16:44/model_epoch_400_trainloss_0.1228.pth",
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"num_steps": 10,
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"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": 5.0,
"torch_pdm_ttc_weight": 5.0,
"torch_pdm_driving_direction_weight": 2.0,
"torch_pdm_comfortable_weight": 0.0,
"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,
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"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,
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"online_pdm_use_token_log_index": true,
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"online_pdm_debug_print": false,
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"use_wandb": false,
"notes": "",
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