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I am trying to simulate using raster_model as MLPlanner. But I'm having problems loading the model, it looks like there are missing parameters in the LightningModuleWrapper class creation.
I use the following command to perform the simulation task.
The error message indicates that three parameters are missing.
2024-08-05 10:19:43,437 INFO {/home/fengqi/nuplan-devkit/nuplan/planning/script/builders/model_builder.py:18} Building TorchModuleWrapper...
2024-08-05 10:19:43,796 INFO {/home/fengqi/anaconda3/envs/nuplan/lib/python3.9/site-packages/timm/models/helpers.py:244} Loading pretrained weights from url (https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-rsb-weights/resnet50_a1_0-14fe96d1.pth)
2024-08-05 10:19:43,831 INFO {/home/fengqi/anaconda3/envs/nuplan/lib/python3.9/site-packages/timm/models/helpers.py:269} Converted input conv conv1 pretrained weights from 3 to 4 channel(s)
2024-08-05 10:19:43,846 INFO {/home/fengqi/nuplan-devkit/nuplan/planning/script/builders/model_builder.py:21} Building TorchModuleWrapper...DONE!
Error executing job with overrides: ['+simulation=open_loop_boxes', 'planner=ml_planner', 'scenario_builder=nuplan_mini', 'scenario_filter=all_scenarios', 'scenario_filter.scenario_types=[near_multiple_vehicles, on_pickup_dropoff, starting_unprotected_cross_turn, high_magnitude_jerk]', 'scenario_filter.num_scenarios_per_type=10']
Traceback (most recent call last):
File "/home/fengqi/nuplan-devkit/nuplan/planning/script/run_simulation.py", line 110, in main
run_simulation(cfg=cfg)
File "/home/fengqi/nuplan-devkit/nuplan/planning/script/run_simulation.py", line 66, in run_simulation
runners = build_simulations(
File "/home/fengqi/nuplan-devkit/nuplan/planning/script/builders/simulation_builder.py", line 90, in build_simulations
planners = build_planners(cfg.planner, scenario)
File "/home/fengqi/nuplan-devkit/nuplan/planning/script/builders/planner_builder.py", line 58, in build_planners
return [_build_planner(planner, scenario) for planner in planner_cfg.values()]
File "/home/fengqi/nuplan-devkit/nuplan/planning/script/builders/planner_builder.py", line 58, in <listcomp>
return [_build_planner(planner, scenario) for planner in planner_cfg.values()]
File "/home/fengqi/nuplan-devkit/nuplan/planning/script/builders/planner_builder.py", line 26, in _build_planner
model = LightningModuleWrapper.load_from_checkpoint(
File "/home/fengqi/anaconda3/envs/nuplan/lib/python3.9/site-packages/pytorch_lightning/core/saving.py", line 157, in load_from_checkpoint
model = cls._load_model_state(checkpoint, strict=strict, **kwargs)
File "/home/fengqi/anaconda3/envs/nuplan/lib/python3.9/site-packages/pytorch_lightning/core/saving.py", line 199, in _load_model_state
model = cls(**_cls_kwargs)
TypeError: __init__() missing 3 required positional arguments: 'objectives', 'metrics', and 'batch_size'
Below is the code that locates the location where the error is reported.
model = LightningModuleWrapper.load_from_checkpoint(
planner_cfg.checkpoint_path, model=torch_module_wrapper
).model
Here's the init function for LightningModuleWrapper.
class LightningModuleWrapper(pl.LightningModule):
"""
Lightning module that wraps the training/validation/testing procedure and handles the objective/metric computation.
"""
def __init__(
self,
model: TorchModuleWrapper,
objectives: List[AbstractObjective],
metrics: List[AbstractTrainingMetric],
batch_size: int,
optimizer: Optional[DictConfig] = None,
lr_scheduler: Optional[DictConfig] = None,
warm_up_lr_scheduler: Optional[DictConfig] = None,
objective_aggregate_mode: str = 'mean',
) -> None:
Can you tell me how to solve this problem, is there an error in the command I am using?
The text was updated successfully, but these errors were encountered:
I am trying to simulate using raster_model as MLPlanner. But I'm having problems loading the model, it looks like there are missing parameters in the LightningModuleWrapper class creation.
I use the following command to perform the simulation task.
The error message indicates that three parameters are missing.
Below is the code that locates the location where the error is reported.
Here's the init function for LightningModuleWrapper.
Can you tell me how to solve this problem, is there an error in the command I am using?
The text was updated successfully, but these errors were encountered: