initial commit message
Browse files- README.md +139 -0
- data/chunk-000/episode_000000.parquet +3 -0
- data/chunk-000/episode_000001.parquet +3 -0
- data/chunk-000/episode_000002.parquet +3 -0
- data/chunk-000/episode_000003.parquet +3 -0
- data/chunk-000/episode_000004.parquet +3 -0
- meta/episodes.jsonl +5 -0
- meta/episodes_stats.jsonl +5 -0
- meta/info.json +104 -0
- meta/tasks.jsonl +1 -0
- videos/chunk-000/observation.images.front/episode_000000.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000001.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000002.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000003.mp4 +3 -0
- videos/chunk-000/observation.images.front/episode_000004.mp4 +3 -0
README.md
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| 1 |
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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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This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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## Dataset Description
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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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## Dataset Structure
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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": 5,
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"total_frames": 1500,
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| 31 |
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"total_tasks": 1,
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"total_videos": 5,
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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": "0:5"
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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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| 51 |
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"wrist_flex.pos",
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| 52 |
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"wrist_roll.pos",
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| 53 |
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"gripper.pos"
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| 54 |
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]
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},
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"observation.state": {
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| 57 |
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"dtype": "float32",
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| 58 |
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"shape": [
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| 59 |
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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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| 66 |
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"wrist_roll.pos",
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"gripper.pos"
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| 68 |
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]
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},
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"observation.images.front": {
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"dtype": "video",
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"shape": [
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360,
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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": 360,
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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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| 104 |
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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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| 111 |
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],
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"names": null
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},
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"index": {
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| 115 |
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"dtype": "int64",
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"shape": [
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1
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| 118 |
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],
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| 119 |
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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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| 123 |
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"shape": [
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1
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| 125 |
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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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## Citation
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**BibTeX:**
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```bibtex
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[More Information Needed]
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```
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data/chunk-000/episode_000000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:26c5d6329ac51ef000e242eaf63777125d54eb981323d685a09468dea2a2b2a6
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size 21850
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data/chunk-000/episode_000001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:87a3ed491a8faa31dd48171a9d5f098eaf9b2f73a499260fcc74d5e5807f0fef
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size 19081
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data/chunk-000/episode_000002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:ae9f55853b502600c8a8304f6c9e728205de6d2a49d8b7274371b88e90e5b881
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size 18378
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data/chunk-000/episode_000003.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:f14c306d75eb21d3ffb98f95fcbeba72940c555937f6441d2c26e89859a65ea7
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size 19253
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data/chunk-000/episode_000004.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:84854fcf47cf7d1dbbb859b9591c0f779eea3badb566d4e627c5038c1f238953
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size 18759
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meta/episodes.jsonl
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{"episode_index": 0, "tasks": ["Grab the blue brick and put it into the cup"], "length": 300}
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{"episode_index": 1, "tasks": ["Grab the blue brick and put it into the cup"], "length": 300}
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{"episode_index": 2, "tasks": ["Grab the blue brick and put it into the cup"], "length": 300}
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{"episode_index": 3, "tasks": ["Grab the blue brick and put it into the cup"], "length": 300}
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{"episode_index": 4, "tasks": ["Grab the blue brick and put it into the cup"], "length": 300}
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meta/episodes_stats.jsonl
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{"episode_index": 0, "stats": {"action": {"min": [-21.119802474975586, -99.74205017089844, -47.80244827270508, 45.247764587402344, 1.0747435092926025, 0.10341261327266693], "max": [22.272541046142578, 15.735167503356934, 99.90937805175781, 95.77579498291016, 68.97899627685547, 40.53774642944336], "mean": [1.877588152885437, -23.404417037963867, 33.90096664428711, 73.18059539794922, 20.87998390197754, 18.18029022216797], "std": [12.213093757629395, 35.713619232177734, 39.18352508544922, 11.565560340881348, 15.145281791687012, 15.551709175109863], "count": [300]}, "observation.state": {"min": [-19.56427001953125, -97.8723373413086, -44.71910095214844, 47.280799865722656, -2.710622787475586, 0.3335556983947754], "max": [22.091503143310547, 15.319149017333984, 99.4606704711914, 96.00444030761719, 68.15628814697266, 40.42695236206055], "mean": [1.9901220798492432, -24.022411346435547, 36.83235168457031, 74.26046752929688, 19.936025619506836, 20.658035278320312], "std": [12.225050926208496, 35.993404388427734, 38.065338134765625, 11.051689147949219, 14.339851379394531, 13.025948524475098], "count": [300]}, "observation.images.front": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.17625594226579522]], [[0.23105757897603485]], [[0.17021143790849674]]], "std": [[[0.14596085762502942]], [[0.18206206806106265]], [[0.14373077547482796]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [9.966666666666667], "mean": [4.983333333333333], "std": [2.8867353083961027], "count": [300]}, "frame_index": {"min": [0], "max": [299], "mean": [149.5], "std": [86.60205925188308], "count": [300]}, "episode_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [300]}, "index": {"min": [0], "max": [299], "mean": [149.5], "std": [86.60205925188308], "count": [300]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [300]}}}
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{"episode_index": 1, "stats": {"action": {"min": [-25.813091278076172, -99.65605926513672, -28.318984985351562, 36.149471282958984, -3.2730824947357178, 0.0], "max": [13.297653198242188, 10.834050178527832, 94.38151550292969, 96.1007308959961, 66.0478744506836, 36.60806655883789], "mean": [-8.163300514221191, -37.2089729309082, 33.00497817993164, 61.49444580078125, 30.348161697387695, 10.95759105682373], "std": [11.20407485961914, 38.894142150878906, 41.22537612915039, 15.509984970092773, 26.62453842163086, 14.62529468536377], "count": [300]}, "observation.state": {"min": [-25.75163459777832, -98.2127685546875, -24.044944763183594, 37.51387405395508, -3.345543384552002, 0.26684457063674927], "max": [13.11546802520752, 10.893616676330566, 94.87640380859375, 95.33851623535156, 65.4212417602539, 36.22414779663086], "mean": [-8.039216041564941, -36.129981994628906, 35.33214569091797, 61.95671081542969, 30.165081024169922, 14.21679401397705], "std": [11.132110595703125, 39.87309265136719, 41.43042755126953, 15.144142150878906, 26.692394256591797, 12.62360668182373], "count": [300]}, "observation.images.front": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.14880957244008713]], [[0.1849567320261438]], [[0.13993484204793027]]], "std": [[[0.15680925382413408]], [[0.1837580523474753]], [[0.15054034018939066]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [9.966666666666667], "mean": [4.983333333333333], "std": [2.8867353083961027], "count": [300]}, "frame_index": {"min": [0], "max": [299], "mean": [149.5], "std": [86.60205925188308], "count": [300]}, "episode_index": {"min": [1], "max": [1], "mean": [1.0], "std": [0.0], "count": [300]}, "index": {"min": [300], "max": [599], "mean": [449.5], "std": [86.60205925188308], "count": [300]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [300]}}}
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{"episode_index": 2, "stats": {"action": {"min": [-27.13050651550293, -99.65605926513672, -9.832351684570312, 34.93095016479492, -1.1235954761505127, 0.0], "max": [20.37875747680664, 1.289767861366272, 93.65654754638672, 92.68887329101562, 66.43869018554688, 40.53774642944336], "mean": [-9.512008666992188, -38.5128173828125, 37.82362747192383, 61.20040512084961, 32.26152420043945, 10.03136920928955], "std": [12.862640380859375, 38.52852249145508, 42.04294204711914, 16.718820571899414, 26.292068481445312, 14.461383819580078], "count": [300]}, "observation.state": {"min": [-25.228757858276367, -98.2127685546875, -6.33707857131958, 36.403995513916016, -1.4896215200424194, 0.20013342797756195], "max": [19.912853240966797, 2.21276593208313, 94.6966323852539, 92.11986541748047, 66.00732421875, 39.69313049316406], "mean": [-9.219171524047852, -38.035770416259766, 41.071502685546875, 61.64891815185547, 31.645416259765625, 13.031380653381348], "std": [12.67805290222168, 39.467559814453125, 41.250823974609375, 16.326078414916992, 26.4681453704834, 12.633275985717773], "count": [300]}, "observation.images.front": {"min": [[[0.0]], [[0.0]], [[0.0]]], "max": [[[1.0]], [[1.0]], [[1.0]]], "mean": [[[0.1602712445533769]], [[0.19472569444444443]], [[0.1464170942265795]]], "std": [[[0.17135490754201838]], [[0.1957848296606448]], [[0.16028986160094963]]], "count": [100]}, "timestamp": {"min": [0.0], "max": [9.966666666666667], "mean": [4.983333333333333], "std": [2.8867353083961027], "count": [300]}, "frame_index": {"min": [0], "max": [299], "mean": [149.5], "std": [86.60205925188308], "count": [300]}, "episode_index": {"min": [2], "max": [2], "mean": [2.0], "std": [0.0], "count": [300]}, "index": {"min": [600], "max": [899], "mean": [749.5], "std": [86.60205925188308], "count": [300]}, "task_index": {"min": [0], "max": [0], "mean": [0.0], "std": [0.0], "count": [300]}}}
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| 4 |
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meta/info.json
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