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  1. README.md +162 -0
  2. data/chunk-000/episode_000000.parquet +3 -0
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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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+ 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": "so101_follower",
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+ "total_episodes": 10,
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+ "total_frames": 8991,
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+ "total_tasks": 1,
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+ "total_videos": 20,
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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": "0:10"
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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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+ "shoulder_pan.pos",
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+ "shoulder_lift.pos",
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+ "elbow_flex.pos",
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+ "wrist_flex.pos",
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+ "wrist_roll.pos",
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+ "gripper.pos"
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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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+ "shoulder_pan.pos",
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+ "shoulder_lift.pos",
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+ "elbow_flex.pos",
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+ "wrist_flex.pos",
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+ "wrist_roll.pos",
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+ "gripper.pos"
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+ ]
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+ },
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+ "observation.images.side": {
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+ "dtype": "video",
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+ "shape": [
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+ 720,
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+ 1280,
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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.height": 720,
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+ "video.width": 1280,
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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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+ "video.fps": 30,
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+ "video.channels": 3,
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+ "has_audio": false
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+ }
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+ },
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+ "observation.images.wrist": {
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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.height": 480,
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+ "video.width": 640,
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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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+ "video.fps": 30,
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+ "video.channels": 3,
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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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+ "names": null
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+ },
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+ "index": {
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+ "shape": [
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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
161
+ [More Information Needed]
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+ ```
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5
+ {"episode_index": 4, "stats": {"action": {"min": [-10.125646591186523, -91.4225082397461, -48.891902923583984, 40.47930145263672, -22.25130844116211, 0.32310178875923157], "max": [59.34959411621094, 51.167728424072266, 100.0, 99.38997650146484, 28.691099166870117, 47.33441162109375], "mean": [13.197746276855469, 13.178899765014648, 0.557716965675354, 72.38975524902344, 1.5940676927566528, 16.532609939575195], "std": [18.944913864135742, 38.08603286743164, 43.460487365722656, 16.72594451904297, 12.705643653869629, 10.181136131286621], "count": [900]}, "observation.state": {"min": [-9.436777114868164, -91.07142639160156, -46.56419372558594, 41.013423919677734, -21.338912963867188, 1.6282224655151367], "max": [59.11973190307617, 51.78571319580078, 99.54792022705078, 98.96058654785156, 28.50418472290039, 46.811397552490234], "mean": [12.983219146728516, 14.22313404083252, 1.897242546081543, 72.60472869873047, 1.81002676486969, 16.551637649536133], "std": [19.058927536010742, 38.95775604248047, 43.36058807373047, 16.43528175354004, 12.71783447265625, 10.027915954589844], "count": [900]}, "observation.images.side": {"min": [[[0.0]], [[0.00784313725490196]], [[0.01568627450980392]]], "max": [[[0.8470588235294118]], [[1.0]], [[1.0]]], "mean": [[[0.47138659566129976]], [[0.49681995755619324]], [[0.5119932863728147]]], "std": [[[0.17227960546257728]], [[0.13292268407881147]], [[0.14152775574325918]]], "count": [164]}, "observation.images.wrist": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5089096400247091]], [[0.5394997347262076]], [[0.5405984651482545]]], "std": [[[0.18588494558102928]], [[0.10120260117634444]], [[0.1162390214067965]]], "count": [164]}, "timestamp": {"min": [0.0], "max": [29.966666666666665], "mean": [14.983333333333333], "std": [8.66024869200691], "count": [900]}, "frame_index": {"min": [0], "max": [899], "mean": [449.5], "std": [259.80746076020733], "count": [900]}, "episode_index": {"min": [4], "max": [4], "mean": [4.0], "std": [0.0], "count": [900]}, "index": {"min": [3597], "max": [4496], "mean": [4046.5], "std": [259.80746076020733], "count": [900]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [900]}}}
6
+ {"episode_index": 5, "stats": {"action": {"min": [-10.199556350708008, -100.0, -64.63138580322266, 48.845314025878906, -20.104711532592773, 1.77705979347229], "max": [57.723575592041016, 57.87685775756836, 100.0, 99.65141296386719, 33.403141021728516, 32.875606536865234], "mean": [7.409164905548096, -33.4285774230957, 40.103607177734375, 71.48241424560547, 3.1256375312805176, 8.495217323303223], "std": [19.19942283630371, 61.59897232055664, 60.27900695800781, 15.12424373626709, 13.681412696838379, 9.687397956848145], "count": [899]}, "observation.state": {"min": [-10.48116397857666, -99.5748291015625, -62.02531814575195, 50.2815055847168, -19.50836753845215, 1.5603798627853394], "max": [57.70235061645508, 58.588436126708984, 99.54792022705078, 98.96058654785156, 33.21129608154297, 32.564449310302734], "mean": [7.30309534072876, -32.60737228393555, 40.69327163696289, 71.48889923095703, 3.1000313758850098, 8.540106773376465], "std": [19.18482208251953, 62.56375503540039, 59.55424499511719, 14.826026916503906, 13.70698070526123, 9.652528762817383], "count": [899]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.023529411764705882]]], "max": [[[0.7372549019607844]], [[0.8235294117647058]], [[0.803921568627451]]], "mean": [[[0.48136929100908654]], [[0.5010018166480684]], [[0.5178409336973272]]], "std": [[[0.16217321262027715]], [[0.12774425994676117]], [[0.1360866837726021]]], "count": [164]}, "observation.images.wrist": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5296639516578989]], [[0.5445468762454169]], [[0.5442131867228599]]], "std": [[[0.16224760939142396]], [[0.09627459578328791]], [[0.11133661997657716]]], "count": [164]}, "timestamp": {"min": [0.0], "max": [29.933333333333334], "mean": [14.966666666666669], "std": [8.650626181573987], "count": [899]}, "frame_index": {"min": [0], "max": [898], "mean": [449.0], "std": [259.5187854472196], "count": [899]}, "episode_index": {"min": [5], "max": [5], "mean": [5.0], "std": [0.0], "count": [899]}, "index": {"min": [4497], "max": [5395], "mean": [4946.0], "std": [259.5187854472196], "count": [899]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [899]}}}
7
+ {"episode_index": 6, "stats": {"action": {"min": [-24.168514251708984, -96.43312072753906, -9.543192863464355, -8.496731758117676, -45.811519622802734, 1.2116316556930542], "max": [47.67184066772461, 35.54140090942383, 100.0, 87.36383819580078, 78.48167419433594, 89.74151611328125], "mean": [9.981792449951172, -35.30177688598633, 53.627540588378906, 52.272945404052734, -3.478815793991089, 19.243934631347656], "std": [17.181249618530273, 41.20281982421875, 40.30815887451172, 17.19998550415039, 25.654083251953125, 22.916765213012695], "count": [899]}, "observation.state": {"min": [-24.13278579711914, -95.74829864501953, -8.58951187133789, -6.2797746658325195, -45.24058532714844, 1.6282224655151367], "max": [47.48228454589844, 33.843536376953125, 99.54792022705078, 86.92074584960938, 77.1966552734375, 89.28086853027344], "mean": [9.713563919067383, -34.90018844604492, 54.431976318359375, 52.38039779663086, -3.4072961807250977, 19.286388397216797], "std": [17.225006103515625, 41.8280143737793, 39.59641647338867, 17.13391876220703, 25.53852653503418, 22.764089584350586], "count": [899]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.01568627450980392]]], "max": [[[0.8705882352941177]], [[1.0]], [[1.0]]], "mean": [[[0.4795694494261119]], [[0.5058955194882832]], [[0.5211980362266858]]], "std": [[[0.16628895153274226]], [[0.12426954429746322]], [[0.13412333286063235]]], "count": [164]}, "observation.images.wrist": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5210915518392316]], [[0.5459785937749084]], [[0.5461505858440937]]], "std": [[[0.1907588638415782]], [[0.10765645400936745]], [[0.12620338497945832]]], "count": [164]}, "timestamp": {"min": [0.0], "max": [29.933333333333334], "mean": [14.966666666666669], "std": [8.650626181573987], "count": [899]}, "frame_index": {"min": [0], "max": [898], "mean": [449.0], "std": [259.5187854472196], "count": [899]}, "episode_index": {"min": [6], "max": [6], "mean": [6.0], "std": [0.0], "count": [899]}, "index": {"min": [5396], "max": [6294], "mean": [5845.0], "std": [259.5187854472196], "count": [899]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [899]}}}
8
+ {"episode_index": 7, "stats": {"action": {"min": [-7.538802623748779, -95.75371551513672, -65.80732727050781, 28.801742553710938, -18.900524139404297, 1.6155089139938354], "max": [55.94974136352539, 55.83864212036133, 100.0, 99.56427001953125, 36.596858978271484, 42.81098556518555], "mean": [11.807050704956055, -15.488737106323242, 21.64495277404785, 73.64582824707031, 5.854029655456543, 12.390959739685059], "std": [15.59852123260498, 60.69591522216797, 67.93074798583984, 20.398225784301758, 13.149795532226562, 10.228375434875488], "count": [898]}, "observation.state": {"min": [-7.497202396392822, -95.49319458007812, -62.929473876953125, 30.01299285888672, -18.41004180908203, 1.8317503929138184], "max": [55.76277542114258, 56.292518615722656, 99.54792022705078, 99.13382720947266, 36.34937286376953, 39.34870910644531], "mean": [11.570465087890625, -14.552928924560547, 22.57256317138672, 73.64423370361328, 5.898216247558594, 12.47785472869873], "std": [15.578371047973633, 61.342689514160156, 66.91399383544922, 20.445335388183594, 13.175511360168457, 10.127921104431152], "count": [898]}, "observation.images.side": {"min": [[[0.0]], [[0.0]], [[0.043137254901960784]]], "max": [[[1.0]], [[0.9215686274509803]], [[0.9058823529411765]]], "mean": [[[0.48232303124501835]], [[0.5138094877517402]], [[0.529598793108029]]], "std": [[[0.16922908557556826]], [[0.12572882361054155]], [[0.1354613313041246]]], "count": [164]}, "observation.images.wrist": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.5293458385640842]], [[0.5473388156583772]], [[0.5444709705782719]]], "std": [[[0.16796394372283904]], [[0.09802799982786646]], [[0.111235223099447]]], "count": [164]}, "timestamp": {"min": [0.0], "max": [29.9], "mean": [14.950000000000001], "std": [8.64100367112782], "count": [898]}, "frame_index": {"min": [0], "max": [897], "mean": [448.5], "std": [259.23011013383456], "count": [898]}, "episode_index": {"min": [7], "max": [7], "mean": [7.0], "std": [0.0], "count": [898]}, "index": {"min": [6295], "max": [7192], "mean": [6743.5], "std": [259.23011013383456], "count": [898]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [898]}}}
9
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