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  1. README.md +164 -0
  2. data/chunk-000/episode_000000.parquet +3 -0
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  24. meta/episodes.jsonl +22 -0
  25. meta/episodes_stats.jsonl +22 -0
  26. meta/info.json +127 -0
  27. meta/tasks.jsonl +1 -0
  28. videos/chunk-000/observation.images.robot/episode_000000.mp4 +3 -0
  29. videos/chunk-000/observation.images.robot/episode_000001.mp4 +3 -0
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  50. videos/chunk-000/observation.images.webcam/episode_000000.mp4 +3 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - robotics
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+ tags:
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+ - LeRobot
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+ - so100
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+ - test
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+ configs:
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+ - config_name: default
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+ data_files: data/*/*.parquet
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+ ---
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+
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+ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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+
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+ ## Dataset Description
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+
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+
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+
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+ - **Homepage:** [More Information Needed]
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+ - **Paper:** [More Information Needed]
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+ - **License:** apache-2.0
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+
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+ ## Dataset Structure
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+
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+ [meta/info.json](meta/info.json):
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+ ```json
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+ {
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+ "codebase_version": "v2.1",
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+ "robot_type": "so100",
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+ "total_episodes": 20,
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+ "total_frames": 10721,
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+ "total_tasks": 1,
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+ "total_videos": 40,
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+ "total_chunks": 1,
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+ "chunks_size": 1000,
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+ "fps": 30,
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+ "splits": {
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+ "train": "0:20"
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+ },
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+ "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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+ "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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+ "features": {
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+ "action": {
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+ "dtype": "float32",
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+ "shape": [
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+ 6
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+ ],
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+ "names": [
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+ "main_shoulder_pan",
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+ "main_shoulder_lift",
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+ "main_elbow_flex",
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+ "main_wrist_flex",
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+ "main_wrist_roll",
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+ "main_gripper"
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+ ]
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+ },
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+ "observation.state": {
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+ "dtype": "float32",
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+ "shape": [
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+ 6
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+ ],
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+ "names": [
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+ "main_shoulder_pan",
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+ "main_shoulder_lift",
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+ "main_elbow_flex",
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+ "main_wrist_flex",
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+ "main_wrist_roll",
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+ "main_gripper"
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+ ]
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+ },
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+ "observation.images.robot": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "info": {
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+ "video.fps": 30.0,
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+ "video.height": 480,
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+ "video.width": 640,
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+ "video.channels": 3,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.webcam": {
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+ "dtype": "video",
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+ "shape": [
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+ 480,
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+ 640,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channels"
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+ ],
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+ "info": {
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+ "video.fps": 30.0,
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+ "video.height": 480,
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+ "video.width": 640,
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+ "video.channels": 3,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "has_audio": false
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+ }
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+ },
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+ "timestamp": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "frame_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "episode_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "task_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ }
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+ }
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+ }
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+ ```
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+
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+
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+ ## Citation
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+
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+ **BibTeX:**
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+
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+ ```bibtex
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+ [More Information Needed]
164
+ ```
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3
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4
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5
+ {"episode_index": 4, "stats": {"action": {"min": [-30.76171875, 61.787109375, 48.251953125, 82.79296875, -1.23046875, -1.8590997457504272], "max": [68.90625, 191.07421875, 112.587890625, 116.3671875, 46.318359375, 41.87866973876953], "mean": [7.553510665893555, 124.58132934570312, 69.22386932373047, 100.31025695800781, 15.91689395904541, 20.85116195678711], "std": [33.83830261230469, 53.12674331665039, 24.183761596679688, 11.744037628173828, 17.391878128051758, 17.841829299926758], "count": [536]}, "observation.state": {"min": [-30.673828125, 60.99609375, 49.658203125, 82.6171875, -0.966796875, 8.678655624389648], "max": [68.5546875, 190.283203125, 112.8515625, 114.9609375, 46.0546875, 41.20406723022461], "mean": [7.581550121307373, 123.30235290527344, 70.20806884765625, 100.32342529296875, 15.940670013427734, 23.099637985229492], "std": [33.77488327026367, 53.639373779296875, 23.802143096923828, 11.469060897827148, 17.317089080810547, 14.815869331359863], "count": [536]}, "observation.images.robot": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5850500095683919]], [[0.5719211380498145]], [[0.570811533960431]]], "std": [[[0.18789587941622904]], [[0.19307118688316122]], [[0.20585214415315492]]], "count": [111]}, "observation.images.webcam": {"min": [[[0.00392156862745098]], [[0.00392156862745098]], [[0.00392156862745098]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5271816724813049]], [[0.5321771293352175]], [[0.5335295957722429]]], "std": [[[0.13997404281901246]], [[0.13590798586617853]], [[0.14852594786430107]]], "count": [111]}, "timestamp": {"min": [0.0], "max": [17.833333333333332], "mean": [8.916666666666666], "std": [5.157653428535974], "count": [536]}, "frame_index": {"min": [0], "max": [535], "mean": [267.5], "std": [154.72960285607923], "count": [536]}, "episode_index": {"min": [4], "max": [4], "mean": [4.0], "std": [0.0], "count": [536]}, "index": {"min": [2144], "max": [2679], "mean": [2411.5], "std": [154.72960285607923], "count": [536]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [536]}}}
6
+ {"episode_index": 5, "stats": {"action": {"min": [-84.375, 42.451171875, 23.203125, 68.02734375, -75.322265625, -6.36007833480835], "max": [59.94140625, 190.72265625, 95.625, 120.234375, 10.634765625, 42.75929641723633], "mean": [-14.22319507598877, 113.12393951416016, 63.50670623779297, 100.87689208984375, -21.153600692749023, 21.03864097595215], "std": [53.67604446411133, 47.089447021484375, 23.543397903442383, 15.153304100036621, 36.60261535644531, 19.527143478393555], "count": [536]}, "observation.state": {"min": [-84.19921875, 41.572265625, 24.08203125, 68.818359375, -75.05859375, 7.974980354309082], "max": [59.677734375, 190.283203125, 95.80078125, 116.455078125, 10.283203125, 42.29867172241211], "mean": [-14.244840621948242, 111.94066619873047, 64.39741516113281, 100.28057861328125, -21.060791015625, 24.73297119140625], "std": [53.693790435791016, 48.049835205078125, 23.39006233215332, 14.234770774841309, 36.59843444824219, 15.294275283813477], "count": [536]}, "observation.images.robot": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5727046292616146]], [[0.5680879611228876]], [[0.5583234116469411]]], "std": [[[0.2007828203360136]], [[0.20376056519429542]], [[0.22871474053325597]]], "count": [111]}, "observation.images.webcam": {"min": [[[0.0]], [[0.00392156862745098]], [[0.00392156862745098]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5299225659483012]], [[0.5368729041541542]], [[0.5381946026909262]]], "std": [[[0.14092250121619668]], [[0.1339406374795485]], [[0.14659584050191768]]], "count": [111]}, "timestamp": {"min": [0.0], "max": [17.833333333333332], "mean": [8.916666666666666], "std": [5.157653428535974], "count": [536]}, "frame_index": {"min": [0], "max": [535], "mean": [267.5], "std": [154.72960285607923], "count": [536]}, "episode_index": {"min": [5], "max": [5], "mean": [5.0], "std": [0.0], "count": [536]}, "index": {"min": [2680], "max": [3215], "mean": [2947.5], "std": [154.72960285607923], "count": [536]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [536]}}}
7
+ {"episode_index": 6, "stats": {"action": {"min": [-23.291015625, 62.666015625, 33.92578125, 64.072265625, -88.681640625, -2.152641773223877], "max": [58.095703125, 190.72265625, 107.138671875, 120.234375, 34.453125, 39.72602844238281], "mean": [5.114545822143555, 113.4939193725586, 68.353515625, 97.25145721435547, -13.298212051391602, 18.038618087768555], "std": [29.03054428100586, 44.08882141113281, 20.110254287719727, 18.587806701660156, 42.908607482910156, 15.54296588897705], "count": [536]}, "observation.state": {"min": [-23.466796875, 62.138671875, 36.38671875, 65.0390625, -88.2421875, 8.600469589233398], "max": [57.744140625, 190.37109375, 107.138671875, 116.455078125, 34.1015625, 38.467552185058594], "mean": [5.076831340789795, 112.4909896850586, 69.32716369628906, 96.70172882080078, -13.278698921203613, 21.29087257385254], "std": [28.970762252807617, 44.589576721191406, 19.777921676635742, 17.57107162475586, 42.934932708740234, 11.472709655761719], "count": [536]}, "observation.images.robot": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.590319183153742]], [[0.5788551860684213]], [[0.5727331909114997]]], "std": [[[0.18694263594443297]], [[0.18256931331187987]], [[0.20467715683942572]]], "count": [111]}, "observation.images.webcam": {"min": [[[0.00392156862745098]], [[0.00392156862745098]], [[0.00392156862745098]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.528151936863334]], [[0.5334876659747984]], [[0.5344563736530648]]], "std": [[[0.14068032935013497]], [[0.13652201880799752]], [[0.14916244902075454]]], "count": [111]}, "timestamp": {"min": [0.0], "max": [17.833333333333332], "mean": [8.916666666666666], "std": [5.157653428535974], "count": [536]}, "frame_index": {"min": [0], "max": [535], "mean": [267.5], "std": [154.72960285607923], "count": [536]}, "episode_index": {"min": [6], "max": [6], "mean": [6.0], "std": [0.0], "count": [536]}, "index": {"min": [3216], "max": [3751], "mean": [3483.5], "std": [154.72960285607923], "count": [536]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [536]}}}
8
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9
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10
+ {"episode_index": 9, "stats": {"action": {"min": [-57.65625, 66.796875, 49.39453125, 69.169921875, -60.46875, -6.0665364265441895], "max": [55.107421875, 190.8984375, 112.060546875, 120.76171875, -3.076171875, 41.1937370300293], "mean": [-0.6463896632194519, 131.57533264160156, 79.45621490478516, 103.51679229736328, -25.574203491210938, 21.773712158203125], "std": [38.320281982421875, 40.5452995300293, 17.76661491394043, 17.046802520751953, 19.288541793823242, 17.617273330688477], "count": [536]}, "observation.state": {"min": [-57.3046875, 66.357421875, 51.85546875, 69.697265625, -60.1171875, 8.209538459777832], "max": [54.755859375, 190.546875, 112.236328125, 116.455078125, -2.63671875, 39.171226501464844], "mean": [-0.6786926984786987, 130.91258239746094, 80.21172332763672, 102.13771057128906, -25.49123191833496, 25.40480613708496], "std": [38.33930587768555, 41.070072174072266, 17.566848754882812, 15.542792320251465, 19.29703712463379, 12.753448486328125], "count": [536]}, "observation.images.robot": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.6102746349290468]], [[0.5974482294794795]], [[0.5957624002679149]]], "std": [[[0.21476823764350844]], [[0.21275545709677074]], [[0.2340214920064867]]], "count": [111]}, "observation.images.webcam": {"min": [[[0.00392156862745098]], [[0.00392156862745098]], [[0.00392156862745098]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5341378584466819]], [[0.5396685950656539]], [[0.540723311546841]]], "std": [[[0.14121076404254157]], [[0.13547773229187654]], [[0.14828517401211766]]], "count": [111]}, "timestamp": {"min": [0.0], "max": [17.833333333333332], "mean": [8.916666666666666], "std": [5.157653428535974], "count": [536]}, "frame_index": {"min": [0], "max": [535], "mean": [267.5], "std": [154.72960285607923], "count": [536]}, "episode_index": {"min": [9], "max": [9], "mean": [9.0], "std": [0.0], "count": [536]}, "index": {"min": [4824], "max": [5359], "mean": [5091.5], "std": [154.72960285607923], "count": [536]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [536]}}}
11
+ {"episode_index": 10, "stats": {"action": {"min": [-45.263671875, 47.548828125, 28.212890625, 45.263671875, -60.556640625, -6.164383411407471], "max": [53.26171875, 190.810546875, 103.798828125, 120.234375, -2.98828125, 43.15068435668945], "mean": [-7.673376083374023, 123.18594360351562, 67.77552032470703, 91.74542236328125, -26.648897171020508, 21.530771255493164], "std": [32.76174545288086, 50.45526123046875, 25.853796005249023, 22.019826889038086, 18.005874633789062, 14.543739318847656], "count": [536]}, "observation.state": {"min": [-44.82421875, 47.021484375, 28.125, 46.93359375, -60.29296875, 8.209538459777832], "max": [53.173828125, 190.37109375, 103.7109375, 116.455078125, -3.33984375, 42.06411361694336], "mean": [-7.699448108673096, 122.13214111328125, 68.36021423339844, 91.4184799194336, -26.708419799804688, 24.42413330078125], "std": [32.73148727416992, 50.96266174316406, 25.274606704711914, 21.077438354492188, 17.93440818786621, 9.807281494140625], "count": [536]}, "observation.images.robot": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5721740030471648]], [[0.576087504784196]], [[0.5758352727727727]]], "std": [[[0.19234511500013843]], [[0.18524624683460603]], [[0.20681266538824208]]], "count": [111]}, "observation.images.webcam": {"min": [[[0.00392156862745098]], [[0.00392156862745098]], [[0.00392156862745098]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5288489905346523]], [[0.5341751457339693]], [[0.5340617234881941]]], "std": [[[0.1434683176679831]], [[0.13968140084302194]], [[0.15181329894847062]]], "count": [111]}, "timestamp": {"min": [0.0], "max": [17.833333333333332], "mean": [8.916666666666666], "std": [5.157653428535974], "count": [536]}, "frame_index": {"min": [0], "max": [535], "mean": [267.5], "std": [154.72960285607923], "count": [536]}, "episode_index": {"min": [10], "max": [10], "mean": [10.0], "std": [0.0], "count": [536]}, "index": {"min": [5360], "max": [5895], "mean": [5627.5], "std": [154.72960285607923], "count": [536]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [536]}}}
12
+ {"episode_index": 11, "stats": {"action": {"min": [-51.240234375, 74.53125, 58.798828125, 78.662109375, -41.220703125, -2.446183919906616], "max": [56.25, 191.07421875, 124.98046875, 120.9375, -2.28515625, 28.864971160888672], "mean": [-3.511033773422241, 140.7733612060547, 91.14680480957031, 105.11495971679688, -16.901399612426758, 18.480012893676758], "std": [37.17875289916992, 40.66191482543945, 20.871789932250977, 12.292726516723633, 13.892962455749512, 12.719234466552734], "count": [536]}, "observation.state": {"min": [-51.064453125, 73.916015625, 61.259765625, 79.27734375, -40.693359375, 8.756841659545898], "max": [56.162109375, 190.72265625, 124.892578125, 116.455078125, -2.63671875, 28.459733963012695], "mean": [-3.69140625, 139.98709106445312, 92.0324478149414, 104.39958953857422, -16.887298583984375, 21.325502395629883], "std": [37.192508697509766, 41.19043731689453, 20.33171844482422, 11.42780876159668, 13.928336143493652, 8.152641296386719], "count": [536]}, "observation.images.robot": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.604926663796149]], [[0.5879183172142731]], [[0.5822572885385385]]], "std": [[[0.21934284211974586]], [[0.2141308807876133]], [[0.2352573776441854]]], "count": [111]}, "observation.images.webcam": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[0.996078431372549]], [[1.0]]], "mean": [[[0.5404098418271213]], [[0.5447320813460519]], [[0.5432676904846023]]], "std": [[[0.13997830084178048]], [[0.13469147747488186]], [[0.14657746368824168]]], "count": [111]}, "timestamp": {"min": [0.0], "max": [17.833333333333332], "mean": [8.916666666666666], "std": [5.157653428535974], "count": [536]}, "frame_index": {"min": [0], "max": [535], "mean": [267.5], "std": [154.72960285607923], "count": [536]}, "episode_index": {"min": [11], "max": [11], "mean": [11.0], "std": [0.0], "count": [536]}, "index": {"min": [5896], "max": [6431], "mean": [6163.5], "std": [154.72960285607923], "count": [536]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [536]}}}
13
+ {"episode_index": 12, "stats": {"action": {"min": [-61.34765625, 45.0, 10.72265625, 79.453125, -23.5546875, -4.696673393249512], "max": [58.88671875, 190.986328125, 111.181640625, 120.498046875, 3.33984375, 41.38943099975586], "mean": [-7.091100692749023, 118.93756103515625, 67.40888977050781, 103.93035888671875, -5.279996395111084, 20.306211471557617], "std": [42.229209899902344, 54.106300354003906, 33.26666259765625, 13.92524528503418, 4.5453901290893555, 13.552181243896484], "count": [536]}, "observation.state": {"min": [-61.083984375, 44.296875, 12.65625, 80.5078125, -23.291015625, 8.209538459777832], "max": [58.53515625, 190.810546875, 111.181640625, 116.455078125, 2.8125, 39.953086853027344], "mean": [-7.102251052856445, 117.87015533447266, 68.19414520263672, 103.56698608398438, -5.1893181800842285, 22.792593002319336], "std": [42.24930953979492, 54.81169509887695, 32.66366958618164, 12.774271965026855, 4.469170570373535, 9.301876068115234], "count": [536]}, "observation.images.robot": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5892380008685155]], [[0.5767885992610258]], [[0.5685892344550433]]], "std": [[[0.2007275960741747]], [[0.19834021300632082]], [[0.2269289190392084]]], "count": [111]}, "observation.images.webcam": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[0.9921568627450981]], [[1.0]]], "mean": [[[0.5258983229553083]], [[0.5329858645410116]], [[0.5332872210445739]]], "std": [[[0.14398867877628657]], [[0.13888845019127866]], [[0.15145429463677207]]], "count": [111]}, "timestamp": {"min": [0.0], "max": [17.833333333333332], "mean": [8.916666666666666], "std": [5.157653428535974], "count": [536]}, "frame_index": {"min": [0], "max": [535], "mean": [267.5], "std": [154.72960285607923], "count": [536]}, "episode_index": {"min": [12], "max": [12], "mean": [12.0], "std": [0.0], "count": [536]}, "index": {"min": [6432], "max": [6967], "mean": [6699.5], "std": [154.72960285607923], "count": [536]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [536]}}}
14
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15
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