| { | |
| "featuresDict": { | |
| "features": { | |
| "episode_metadata": { | |
| "featuresDict": { | |
| "features": { | |
| "file_path": { | |
| "description": "Path to the original data file.", | |
| "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text", | |
| "text": {} | |
| } | |
| } | |
| }, | |
| "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict" | |
| }, | |
| "steps": { | |
| "pythonClassName": "tensorflow_datasets.core.features.dataset_feature.Dataset", | |
| "sequence": { | |
| "feature": { | |
| "featuresDict": { | |
| "features": { | |
| "action": { | |
| "description": "Robot action, consists of [7x joint velocities, 2x gripper velocities, 1x terminate episode].", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "7" | |
| ] | |
| } | |
| } | |
| }, | |
| "action_delta": { | |
| "description": "Robot delta action, consists of [7x joint velocities, 2x gripper velocities, 1x terminate episode].", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "7" | |
| ] | |
| } | |
| } | |
| }, | |
| "action_inst": { | |
| "description": "Action to be performed.", | |
| "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text", | |
| "text": {} | |
| }, | |
| "discount": { | |
| "description": "Discount if provided, default to 1.", | |
| "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": {} | |
| } | |
| }, | |
| "goal_object": { | |
| "description": "Object to be manipulated with.", | |
| "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text", | |
| "text": {} | |
| }, | |
| "ground_truth_states": { | |
| "featuresDict": { | |
| "features": { | |
| "EE": { | |
| "description": "xyzrpy", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "6" | |
| ] | |
| } | |
| } | |
| }, | |
| "bottle": { | |
| "description": "xyzrpy", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "6" | |
| ] | |
| } | |
| } | |
| }, | |
| "bread": { | |
| "description": "xyzrpy", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "6" | |
| ] | |
| } | |
| } | |
| }, | |
| "coke": { | |
| "description": "xyzrpy", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "6" | |
| ] | |
| } | |
| } | |
| }, | |
| "cube": { | |
| "description": "xyzrpy", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "6" | |
| ] | |
| } | |
| } | |
| }, | |
| "milk": { | |
| "description": "xyzrpy", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "6" | |
| ] | |
| } | |
| } | |
| }, | |
| "pepsi": { | |
| "description": "xyzrpy", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "6" | |
| ] | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict" | |
| }, | |
| "is_first": { | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "bool", | |
| "encoding": "none", | |
| "shape": {} | |
| } | |
| }, | |
| "is_last": { | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "bool", | |
| "encoding": "none", | |
| "shape": {} | |
| } | |
| }, | |
| "is_terminal": { | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "bool", | |
| "encoding": "none", | |
| "shape": {} | |
| } | |
| }, | |
| "language_embedding": { | |
| "description": "Kona language embedding. See https://tfhub.dev/google/universal-sentence-encoder-large/5", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "512" | |
| ] | |
| } | |
| } | |
| }, | |
| "language_instruction": { | |
| "description": "Language Instruction.", | |
| "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text", | |
| "text": {} | |
| }, | |
| "observation": { | |
| "featuresDict": { | |
| "features": { | |
| "image": { | |
| "description": "Main camera RGB observation.", | |
| "image": { | |
| "dtype": "uint8", | |
| "encodingFormat": "png", | |
| "shape": { | |
| "dimensions": [ | |
| "224", | |
| "224", | |
| "3" | |
| ] | |
| } | |
| }, | |
| "pythonClassName": "tensorflow_datasets.core.features.image_feature.Image" | |
| }, | |
| "state": { | |
| "description": "Robot state, consists of [6x robot joint angles, 1x gripper position].", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "7" | |
| ] | |
| } | |
| } | |
| }, | |
| "state_vel": { | |
| "description": "Robot joint velocity, consists of [6x robot joint angles, 1x gripper position].", | |
| "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": { | |
| "dimensions": [ | |
| "7" | |
| ] | |
| } | |
| } | |
| } | |
| } | |
| }, | |
| "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict" | |
| }, | |
| "reward": { | |
| "description": "Reward if provided, 1 on final step for demos.", | |
| "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar", | |
| "tensor": { | |
| "dtype": "float32", | |
| "encoding": "none", | |
| "shape": {} | |
| } | |
| } | |
| } | |
| }, | |
| "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict" | |
| }, | |
| "length": "-1" | |
| } | |
| } | |
| } | |
| }, | |
| "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict" | |
| } |