{ "featuresDict": { "features": { "episode_metadata": { "featuresDict": { "features": { "episode_id": { "description": "Episode ID from h5. defined as traj_n", "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text", "text": {} }, "file_path": { "description": "Path to the original data file including dataset name represented as timestamp.", "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": "Action according to maniskill pd_ee_delta_pose format [3x RPY ee orientation in robot frame, 1x gripper position (-1 is closed and 1 is open)].", "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", "tensor": { "dtype": "float32", "encoding": "none", "shape": { "dimensions": [ "7" ] } } }, "discount": { "description": "Discount if provided, default to 1.", "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar", "tensor": { "dtype": "float32", "encoding": "none", "shape": {} } }, "env_id": { "description": "env registration id.", "pythonClassName": "tensorflow_datasets.core.features.text_feature.Text", "text": {} }, "is_first": { "description": "True on first step of the episode.", "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar", "tensor": { "dtype": "bool", "encoding": "none", "shape": {} } }, "is_last": { "description": "True on last step of the episode.", "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar", "tensor": { "dtype": "bool", "encoding": "none", "shape": {} } }, "is_terminal": { "description": "True on last step of the episode if it is a terminal step, True for demos.", "pythonClassName": "tensorflow_datasets.core.features.scalar.Scalar", "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": { "gripper": { "description": "2 finger joints.", "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", "tensor": { "dtype": "float32", "encoding": "none", "shape": { "dimensions": [ "2" ] } } }, "proprio": { "description": "7 joints proprioception, consists of [j1, j2, j3, j4, j5, j6, j7].", "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", "tensor": { "dtype": "float32", "encoding": "none", "shape": { "dimensions": [ "7" ] } } }, "rgb_0": { "description": "Main RGB camera.", "image": { "dtype": "uint8", "encodingFormat": "png", "shape": { "dimensions": [ "256", "256", "3" ] } }, "pythonClassName": "tensorflow_datasets.core.features.image_feature.Image" }, "rgb_1": { "description": "Human render RGB camera in maniskill, shows clues about the task not present in rgb_0.", "image": { "dtype": "uint8", "encodingFormat": "png", "shape": { "dimensions": [ "256", "256", "3" ] } }, "pythonClassName": "tensorflow_datasets.core.features.image_feature.Image" }, "tquat": { "description": "3 translation 4 quaternion.", "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", "tensor": { "dtype": "float32", "encoding": "none", "shape": { "dimensions": [ "7" ] } } } } }, "pythonClassName": "tensorflow_datasets.core.features.features_dict.FeaturesDict" }, "rcs_action": { "description": "Action according to rcs format [3x translation, 3x RPY ee orientation in robot frame, 1x gripper position (0 is closed and 1 is open)].", "pythonClassName": "tensorflow_datasets.core.features.tensor_feature.Tensor", "tensor": { "dtype": "float32", "encoding": "none", "shape": { "dimensions": [ "7" ] } } }, "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" }