typoverflow commited on
Commit
4f0dcdb
·
verified ·
1 Parent(s): ed7bbcb

Add files using upload-large-folder tool

Browse files
README.md ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - lerobot
4
+ - robotics
5
+ - libero
6
+ - libero-plus
7
+ pretty_name: LIBERO Plus libero_plus_object (detailed LeRobot v3.0)
8
+ ---
9
+
10
+ # libero_plus_object: detailed LeRobot v3.0
11
+
12
+ This dataset was converted from the LIBERO Plus LeRobot v2.1 `libero_plus_object` partition.
13
+ The original 8D state and 7D action vectors are preserved exactly as
14
+ `raw_state.ref_state` and `raw_action.ref_action`. Canonical low-dimensional fields follow
15
+ `failure_rollout_data/dataset.md`; `debug.gripper_eef_*` contains the ground-truth next-step
16
+ relative EEF motion for inspection.
17
+
18
+ ## Required camera transform for canonical training
19
+
20
+ The source `observation.images.front` and `observation.images.wrist` videos are preserved
21
+ unchanged. **For canonical training, horizontally flip both camera views at load time.** The
22
+ videos in this repository are deliberately not rewritten or re-encoded.
23
+
24
+ The source-pipeline root cause is a composition of two image transforms: robosuite returns a
25
+ vertically inverted render, and the original dataset writer then rotates it by 180 degrees (flips
26
+ both image axes). The vertical flips cancel, leaving the stored image horizontally mirrored. This
27
+ is also tracked in [LeRobot issue #3830](https://github.com/huggingface/lerobot/issues/3830).
28
+
29
+ For an array whose layout ends in `(height, width, channels)`:
30
+
31
+ ```python
32
+ image = np.flip(image, axis=-2)
33
+ ```
34
+
35
+ For a tensor whose width is the last dimension, such as `(..., channels, height, width)`:
36
+
37
+ ```python
38
+ image = torch.flip(image, dims=(-1,))
39
+ ```
40
+
41
+ Apply the image transform only to the camera pixels. Do not flip or negate `raw_state.*`,
42
+ `raw_target.*`, `state.*`, `target.*`, or `debug.*`; those fields remain proper right-handed
43
+ coordinate representations.
44
+
45
+ ## Conversion notes
46
+
47
+ - No frames were filtered. The historical LIBERO no-op predicate is audit-only; see
48
+ `meta/noop_audit.json` and `meta/noop_audit_episodes.jsonl`.
49
+ - Rotation and reconstruction checks are recorded in `meta/conversion_validation.json`.
50
+ - Alignment and controller-scale assumptions are recorded in `meta/conversion_config.json`.
data/chunk-000/file-000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:24debac9017c9d1ce56cd64061373acfef82130ade4c8c3d8fcec83680d6a1fd
3
+ size 64578697
data/chunk-000/file-001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e176a9c9354ffe017c261f77469141cef5c21f5335f35c66c698c0ac1b960b6e
3
+ size 64873735
data/chunk-000/file-002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aaa0812847597af3b8e0f943f6a26bbaa236ecd199f1eb5e0814f45e9860ddea
3
+ size 22454223
meta/.conversion_complete ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "total_episodes": 4520,
3
+ "total_frames": 666720
4
+ }
meta/conversion_config.json ADDED
@@ -0,0 +1,47 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "source_dir": "/scratch/cgao304/dev/datasets/libero_plus/libero_plus_object",
3
+ "source_version": "v2.1",
4
+ "output_version": "v3.0",
5
+ "fps": 20,
6
+ "position_action_scale": 0.05,
7
+ "rotation_action_scale": 0.5,
8
+ "rotation_target_composition": "R_target = R_delta @ R_state",
9
+ "world_alignment": [
10
+ [
11
+ 1.0,
12
+ 0.0,
13
+ 0.0
14
+ ],
15
+ [
16
+ 0.0,
17
+ 1.0,
18
+ 0.0
19
+ ],
20
+ [
21
+ 0.0,
22
+ 0.0,
23
+ 1.0
24
+ ]
25
+ ],
26
+ "gripper_alignment": [
27
+ [
28
+ 0.0,
29
+ 1.0,
30
+ 0.0
31
+ ],
32
+ [
33
+ -1.0,
34
+ 0.0,
35
+ 0.0
36
+ ],
37
+ [
38
+ 0.0,
39
+ 0.0,
40
+ 1.0
41
+ ]
42
+ ],
43
+ "finger_limit_m": 0.04,
44
+ "frames_filtered": 0,
45
+ "camera_videos_modified": false,
46
+ "canonical_training_camera_transform": "horizontal_flip_both_views_at_load_time"
47
+ }
meta/conversion_validation.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "max_rotation_orthogonality_error": 1.1920928955078125e-06,
3
+ "max_rotation_determinant_error": 6.556510925292969e-07,
4
+ "max_debug_rotation_reconstruction_error": 1.1920928955078125e-06,
5
+ "max_debug_xyz_reconstruction_error": 1.4901161193847656e-08,
6
+ "max_target_axis_angle_roundtrip_error": 8.940696716308594e-07
7
+ }
meta/episodes/chunk-000/file-000.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1d79aef2febaff3d8c8e0572ac3ba8068e9641e270f635b9e54c83c79f74687f
3
+ size 6208480
meta/info.json ADDED
@@ -0,0 +1,314 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "codebase_version": "v3.0",
3
+ "robot_type": "panda",
4
+ "total_episodes": 4520,
5
+ "total_frames": 666720,
6
+ "total_tasks": 10,
7
+ "chunks_size": 1000,
8
+ "fps": 20,
9
+ "splits": {
10
+ "train": "0:4520"
11
+ },
12
+ "data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
13
+ "video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
14
+ "features": {
15
+ "observation.images.front": {
16
+ "dtype": "video",
17
+ "shape": [
18
+ 256,
19
+ 256,
20
+ 3
21
+ ],
22
+ "names": [
23
+ "height",
24
+ "width",
25
+ "channel"
26
+ ],
27
+ "info": {
28
+ "video.height": 256,
29
+ "video.width": 256,
30
+ "video.codec": "av1",
31
+ "video.pix_fmt": "yuv420p",
32
+ "video.is_depth_map": false,
33
+ "video.fps": 20,
34
+ "video.channels": 3,
35
+ "has_audio": false
36
+ }
37
+ },
38
+ "observation.images.wrist": {
39
+ "dtype": "video",
40
+ "shape": [
41
+ 256,
42
+ 256,
43
+ 3
44
+ ],
45
+ "names": [
46
+ "height",
47
+ "width",
48
+ "channel"
49
+ ],
50
+ "info": {
51
+ "video.height": 256,
52
+ "video.width": 256,
53
+ "video.codec": "av1",
54
+ "video.pix_fmt": "yuv420p",
55
+ "video.is_depth_map": false,
56
+ "video.fps": 20,
57
+ "video.channels": 3,
58
+ "has_audio": false
59
+ }
60
+ },
61
+ "raw_state.ref_state": {
62
+ "dtype": "float32",
63
+ "shape": [
64
+ 8
65
+ ],
66
+ "names": [
67
+ "x",
68
+ "y",
69
+ "z",
70
+ "ax",
71
+ "ay",
72
+ "az",
73
+ "finger_0",
74
+ "finger_1"
75
+ ],
76
+ "fps": 20
77
+ },
78
+ "raw_state.eef_xyz": {
79
+ "dtype": "float32",
80
+ "shape": [
81
+ 3
82
+ ],
83
+ "names": [
84
+ "x",
85
+ "y",
86
+ "z"
87
+ ],
88
+ "fps": 20
89
+ },
90
+ "raw_state.eef_axis_angle": {
91
+ "dtype": "float32",
92
+ "shape": [
93
+ 3
94
+ ],
95
+ "names": [
96
+ "ax",
97
+ "ay",
98
+ "az"
99
+ ],
100
+ "fps": 20
101
+ },
102
+ "raw_state.gripper_state": {
103
+ "dtype": "float32",
104
+ "shape": [
105
+ 2
106
+ ],
107
+ "names": [
108
+ "finger_0",
109
+ "finger_1"
110
+ ],
111
+ "fps": 20
112
+ },
113
+ "raw_action.ref_action": {
114
+ "dtype": "float32",
115
+ "shape": [
116
+ 7
117
+ ],
118
+ "names": [
119
+ "dx",
120
+ "dy",
121
+ "dz",
122
+ "dax",
123
+ "day",
124
+ "daz",
125
+ "gripper"
126
+ ],
127
+ "fps": 20
128
+ },
129
+ "raw_target.eef_xyz": {
130
+ "dtype": "float32",
131
+ "shape": [
132
+ 3
133
+ ],
134
+ "names": [
135
+ "x",
136
+ "y",
137
+ "z"
138
+ ],
139
+ "fps": 20
140
+ },
141
+ "raw_target.eef_axis_angle": {
142
+ "dtype": "float32",
143
+ "shape": [
144
+ 3
145
+ ],
146
+ "names": [
147
+ "ax",
148
+ "ay",
149
+ "az"
150
+ ],
151
+ "fps": 20
152
+ },
153
+ "raw_target.gripper_state": {
154
+ "dtype": "float32",
155
+ "shape": [
156
+ 1
157
+ ],
158
+ "names": [
159
+ "gripper"
160
+ ],
161
+ "fps": 20
162
+ },
163
+ "state.eef_xyz": {
164
+ "dtype": "float32",
165
+ "shape": [
166
+ 3
167
+ ],
168
+ "names": [
169
+ "x",
170
+ "y",
171
+ "z"
172
+ ],
173
+ "fps": 20
174
+ },
175
+ "state.eef_rot9d": {
176
+ "dtype": "float32",
177
+ "shape": [
178
+ 9
179
+ ],
180
+ "names": [
181
+ "r11",
182
+ "r12",
183
+ "r13",
184
+ "r21",
185
+ "r22",
186
+ "r23",
187
+ "r31",
188
+ "r32",
189
+ "r33"
190
+ ],
191
+ "fps": 20
192
+ },
193
+ "state.gripper_state": {
194
+ "dtype": "float32",
195
+ "shape": [
196
+ 2
197
+ ],
198
+ "names": [
199
+ "finger_0",
200
+ "finger_1"
201
+ ],
202
+ "fps": 20
203
+ },
204
+ "target.eef_xyz": {
205
+ "dtype": "float32",
206
+ "shape": [
207
+ 3
208
+ ],
209
+ "names": [
210
+ "x",
211
+ "y",
212
+ "z"
213
+ ],
214
+ "fps": 20
215
+ },
216
+ "target.eef_rot9d": {
217
+ "dtype": "float32",
218
+ "shape": [
219
+ 9
220
+ ],
221
+ "names": [
222
+ "r11",
223
+ "r12",
224
+ "r13",
225
+ "r21",
226
+ "r22",
227
+ "r23",
228
+ "r31",
229
+ "r32",
230
+ "r33"
231
+ ],
232
+ "fps": 20
233
+ },
234
+ "target.gripper_state": {
235
+ "dtype": "float32",
236
+ "shape": [
237
+ 1
238
+ ],
239
+ "names": [
240
+ "gripper"
241
+ ],
242
+ "fps": 20
243
+ },
244
+ "debug.gripper_eef_xyz": {
245
+ "dtype": "float32",
246
+ "shape": [
247
+ 3
248
+ ],
249
+ "names": [
250
+ "x",
251
+ "y",
252
+ "z"
253
+ ],
254
+ "fps": 20
255
+ },
256
+ "debug.gripper_eef_rot6d": {
257
+ "dtype": "float32",
258
+ "shape": [
259
+ 6
260
+ ],
261
+ "names": [
262
+ "r11",
263
+ "r21",
264
+ "r31",
265
+ "r12",
266
+ "r22",
267
+ "r32"
268
+ ],
269
+ "fps": 20
270
+ },
271
+ "timestamp": {
272
+ "dtype": "float32",
273
+ "shape": [
274
+ 1
275
+ ],
276
+ "names": null,
277
+ "fps": 20
278
+ },
279
+ "frame_index": {
280
+ "dtype": "int64",
281
+ "shape": [
282
+ 1
283
+ ],
284
+ "names": null,
285
+ "fps": 20
286
+ },
287
+ "episode_index": {
288
+ "dtype": "int64",
289
+ "shape": [
290
+ 1
291
+ ],
292
+ "names": null,
293
+ "fps": 20
294
+ },
295
+ "index": {
296
+ "dtype": "int64",
297
+ "shape": [
298
+ 1
299
+ ],
300
+ "names": null,
301
+ "fps": 20
302
+ },
303
+ "task_index": {
304
+ "dtype": "int64",
305
+ "shape": [
306
+ 1
307
+ ],
308
+ "names": null,
309
+ "fps": 20
310
+ }
311
+ },
312
+ "data_files_size_in_mb": 100,
313
+ "video_files_size_in_mb": 500
314
+ }
meta/noop_audit.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "definition": {
3
+ "arm_norm_threshold": 0.0001,
4
+ "requires_unchanged_gripper": true,
5
+ "previous_action_is_previous_would_be_retained_action": true
6
+ },
7
+ "policy": "audit_only_no_frames_filtered",
8
+ "total_episodes": 4520,
9
+ "total_frames": 666720,
10
+ "candidate_noop_frames": 0,
11
+ "candidate_noop_proportion": 0.0,
12
+ "filtered_frames": 0,
13
+ "filtered_proportion": 0.0
14
+ }
meta/noop_audit_episodes.jsonl ADDED
The diff for this file is too large to render. See raw diff
 
meta/stats.json ADDED
@@ -0,0 +1,705 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "observation.images.front": {
3
+ "min": [
4
+ [
5
+ [
6
+ 0.0
7
+ ]
8
+ ],
9
+ [
10
+ [
11
+ 0.0
12
+ ]
13
+ ],
14
+ [
15
+ [
16
+ 0.0
17
+ ]
18
+ ]
19
+ ],
20
+ "max": [
21
+ [
22
+ [
23
+ 1.0
24
+ ]
25
+ ],
26
+ [
27
+ [
28
+ 1.0
29
+ ]
30
+ ],
31
+ [
32
+ [
33
+ 1.0
34
+ ]
35
+ ]
36
+ ],
37
+ "mean": [
38
+ [
39
+ [
40
+ 0.47891638733550895
41
+ ]
42
+ ],
43
+ [
44
+ [
45
+ 0.4615301571757482
46
+ ]
47
+ ],
48
+ [
49
+ [
50
+ 0.44590910657531524
51
+ ]
52
+ ]
53
+ ],
54
+ "std": [
55
+ [
56
+ [
57
+ 0.20580020538070753
58
+ ]
59
+ ],
60
+ [
61
+ [
62
+ 0.20120667981760498
63
+ ]
64
+ ],
65
+ [
66
+ [
67
+ 0.20487394630740377
68
+ ]
69
+ ]
70
+ ],
71
+ "count": [
72
+ 452000
73
+ ]
74
+ },
75
+ "target.eef_xyz": {
76
+ "min": [
77
+ -0.19709570705890656,
78
+ -0.29401618242263794,
79
+ -0.03687181696295738
80
+ ],
81
+ "max": [
82
+ 0.13930988311767578,
83
+ 0.3278466463088989,
84
+ 0.3861285448074341
85
+ ],
86
+ "mean": [
87
+ -0.02647576241458257,
88
+ -0.0011833214218825556,
89
+ 0.20061672175126705
90
+ ],
91
+ "std": [
92
+ 0.0641169813205125,
93
+ 0.18146998788582966,
94
+ 0.08072240767343992
95
+ ],
96
+ "count": [
97
+ 666720
98
+ ]
99
+ },
100
+ "frame_index": {
101
+ "min": [
102
+ 0
103
+ ],
104
+ "max": [
105
+ 253
106
+ ],
107
+ "mean": [
108
+ 74.41902147828173
109
+ ],
110
+ "std": [
111
+ 44.738799236701105
112
+ ],
113
+ "count": [
114
+ 666720
115
+ ]
116
+ },
117
+ "debug.gripper_eef_xyz": {
118
+ "min": [
119
+ -0.012186880223453045,
120
+ -0.011914712376892567,
121
+ -0.013684624806046486
122
+ ],
123
+ "max": [
124
+ 0.012360980734229088,
125
+ 0.011979350820183754,
126
+ 0.013323139399290085
127
+ ],
128
+ "mean": [
129
+ -0.0016003804805586215,
130
+ -0.0005953283183723215,
131
+ 0.00034864910841645596
132
+ ],
133
+ "std": [
134
+ 0.005558023900908474,
135
+ 0.0034769402761853654,
136
+ 0.005506403635784244
137
+ ],
138
+ "count": [
139
+ 666720
140
+ ]
141
+ },
142
+ "target.eef_rot9d": {
143
+ "min": [
144
+ -0.958339273929596,
145
+ -0.9999998211860657,
146
+ -0.6232454776763916,
147
+ -1.0,
148
+ -0.4882999360561371,
149
+ -0.20701029896736145,
150
+ -0.27763596177101135,
151
+ -0.4353978931903839,
152
+ -1.0
153
+ ],
154
+ "max": [
155
+ 0.4880194067955017,
156
+ -0.1732950508594513,
157
+ 0.4175974726676941,
158
+ -0.1762644201517105,
159
+ 0.9843157529830933,
160
+ 0.3808390498161316,
161
+ 0.3126010596752167,
162
+ 0.620764434337616,
163
+ -0.7693290710449219
164
+ ],
165
+ "mean": [
166
+ -0.13733143265377598,
167
+ -0.9544236741375374,
168
+ -0.07388678516822242,
169
+ -0.9645478215045334,
170
+ 0.1365628924984554,
171
+ 0.006742687553218392,
172
+ 0.0017244597420816119,
173
+ 0.0743173465021945,
174
+ -0.9868670018697804
175
+ ],
176
+ "std": [
177
+ 0.20258695530114357,
178
+ 0.08283511154492322,
179
+ 0.12981963037044322,
180
+ 0.08138196208302761,
181
+ 0.20248858215281682,
182
+ 0.05768849440471429,
183
+ 0.055857901417759,
184
+ 0.1305360975354063,
185
+ 0.020191592175611034
186
+ ],
187
+ "count": [
188
+ 666720
189
+ ]
190
+ },
191
+ "timestamp": {
192
+ "min": [
193
+ 0.0
194
+ ],
195
+ "max": [
196
+ 12.65
197
+ ],
198
+ "mean": [
199
+ 3.7209510739140867
200
+ ],
201
+ "std": [
202
+ 2.236939961835055
203
+ ],
204
+ "count": [
205
+ 666720
206
+ ]
207
+ },
208
+ "state.eef_rot9d": {
209
+ "min": [
210
+ -0.9536034464836121,
211
+ -0.9999997019767761,
212
+ -0.6243531107902527,
213
+ -1.0,
214
+ -0.4914785325527191,
215
+ -0.20597001910209656,
216
+ -0.27763596177101135,
217
+ -0.43779870867729187,
218
+ -1.0
219
+ ],
220
+ "max": [
221
+ 0.4899236857891083,
222
+ -0.18994975090026855,
223
+ 0.40986764430999756,
224
+ -0.19007545709609985,
225
+ 0.9815186858177185,
226
+ 0.37596315145492554,
227
+ 0.3173449635505676,
228
+ 0.620764434337616,
229
+ -0.7693290710449219
230
+ ],
231
+ "mean": [
232
+ -0.13041543440711426,
233
+ -0.9568290223112946,
234
+ -0.0706483893237762,
235
+ -0.966560806476075,
236
+ 0.12970311268842924,
237
+ 0.005606773850493229,
238
+ 0.0018005032778505437,
239
+ 0.0710794215062029,
240
+ -0.9874049544232496
241
+ ],
242
+ "std": [
243
+ 0.1989215094981373,
244
+ 0.08028915763558324,
245
+ 0.12830714086678097,
246
+ 0.07882759932965228,
247
+ 0.19884671966635895,
248
+ 0.05614326318201602,
249
+ 0.05445386096157335,
250
+ 0.12890566424158015,
251
+ 0.019850365140704384
252
+ ],
253
+ "count": [
254
+ 666720
255
+ ]
256
+ },
257
+ "state.eef_xyz": {
258
+ "min": [
259
+ -0.1765444278717041,
260
+ -0.29422256350517273,
261
+ 0.008128180168569088
262
+ ],
263
+ "max": [
264
+ 0.14580604434013367,
265
+ 0.3322705030441284,
266
+ 0.38588279485702515
267
+ ],
268
+ "mean": [
269
+ -0.030027031059085694,
270
+ -0.007932990524749908,
271
+ 0.20291629097304203
272
+ ],
273
+ "std": [
274
+ 0.06696342417947754,
275
+ 0.17612028797991272,
276
+ 0.07802280557544249
277
+ ],
278
+ "count": [
279
+ 666720
280
+ ]
281
+ },
282
+ "debug.gripper_eef_rot6d": {
283
+ "min": [
284
+ 0.9993806481361389,
285
+ -0.023726044222712517,
286
+ -0.018474392592906952,
287
+ -0.03517415374517441,
288
+ 0.9993762969970703,
289
+ -0.03303967043757439
290
+ ],
291
+ "max": [
292
+ 1.0000001192092896,
293
+ 0.035176943987607956,
294
+ 0.019124098122119904,
295
+ 0.023716535419225693,
296
+ 1.0000005960464478,
297
+ 0.030982349067926407
298
+ ],
299
+ "mean": [
300
+ 0.9999801383264594,
301
+ 0.0017240649074219492,
302
+ 7.895350403795996e-05,
303
+ -0.0017271029784227377,
304
+ 0.9999711088074507,
305
+ -0.00048351043003228814
306
+ ],
307
+ "std": [
308
+ 3.7688244562066564e-05,
309
+ 0.005042379220331277,
310
+ 0.0033641286789743525,
311
+ 0.0050430719527663126,
312
+ 4.439716623523073e-05,
313
+ 0.0053965684566434765
314
+ ],
315
+ "count": [
316
+ 666720
317
+ ]
318
+ },
319
+ "raw_action.ref_action": {
320
+ "min": [
321
+ -0.8839285969734192,
322
+ -0.9375,
323
+ -0.9375,
324
+ -0.15000000596046448,
325
+ -0.29035714268684387,
326
+ -0.32892856001853943,
327
+ -1.0
328
+ ],
329
+ "max": [
330
+ 0.9375,
331
+ 0.8919642567634583,
332
+ 0.9375,
333
+ 0.17678570747375488,
334
+ 0.35035714507102966,
335
+ 0.1810714304447174,
336
+ 1.0
337
+ ],
338
+ "mean": [
339
+ 0.07102537152872719,
340
+ 0.13499337852474297,
341
+ -0.045991383140837075,
342
+ 0.0012365492903764908,
343
+ 0.007009828505600554,
344
+ -0.014990502560358776,
345
+ 0.07121430285577154
346
+ ],
347
+ "std": [
348
+ 0.2681255642976917,
349
+ 0.43859307335549286,
350
+ 0.44746101504828373,
351
+ 0.024465036518913207,
352
+ 0.04937536277965196,
353
+ 0.0418954019009222,
354
+ 0.9974610383713082
355
+ ],
356
+ "count": [
357
+ 666720
358
+ ]
359
+ },
360
+ "raw_target.eef_axis_angle": {
361
+ "min": [
362
+ -3.1414589881896973,
363
+ -1.910382628440857,
364
+ -1.0649197101593018
365
+ ],
366
+ "max": [
367
+ 3.1414899826049805,
368
+ 1.7203342914581299,
369
+ 1.047773003578186
370
+ ],
371
+ "mean": [
372
+ 0.07732044392805577,
373
+ 0.005007937744022768,
374
+ 0.0023624887400205585
375
+ ],
376
+ "std": [
377
+ 3.0657430371089482,
378
+ 0.4030737060762842,
379
+ 0.2355755402752414
380
+ ],
381
+ "count": [
382
+ 666720
383
+ ]
384
+ },
385
+ "observation.images.wrist": {
386
+ "min": [
387
+ [
388
+ [
389
+ 0.0
390
+ ]
391
+ ],
392
+ [
393
+ [
394
+ 0.0
395
+ ]
396
+ ],
397
+ [
398
+ [
399
+ 0.0
400
+ ]
401
+ ]
402
+ ],
403
+ "max": [
404
+ [
405
+ [
406
+ 1.0
407
+ ]
408
+ ],
409
+ [
410
+ [
411
+ 1.0
412
+ ]
413
+ ],
414
+ [
415
+ [
416
+ 1.0
417
+ ]
418
+ ]
419
+ ],
420
+ "mean": [
421
+ [
422
+ [
423
+ 0.48241807634048217
424
+ ]
425
+ ],
426
+ [
427
+ [
428
+ 0.4589946982422615
429
+ ]
430
+ ],
431
+ [
432
+ [
433
+ 0.44436838617015284
434
+ ]
435
+ ]
436
+ ],
437
+ "std": [
438
+ [
439
+ [
440
+ 0.27327789039595274
441
+ ]
442
+ ],
443
+ [
444
+ [
445
+ 0.26581876556836515
446
+ ]
447
+ ],
448
+ [
449
+ [
450
+ 0.26917507357881143
451
+ ]
452
+ ]
453
+ ],
454
+ "count": [
455
+ 452000
456
+ ]
457
+ },
458
+ "raw_state.ref_state": {
459
+ "min": [
460
+ -0.1765444278717041,
461
+ -0.29422256350517273,
462
+ 0.008128180168569088,
463
+ 2.2890501022338867,
464
+ -1.883241891860962,
465
+ -1.0639532804489136,
466
+ 0.0006447932682931423,
467
+ -0.041782498359680176
468
+ ],
469
+ "max": [
470
+ 0.14580604434013367,
471
+ 0.3322705030441284,
472
+ 0.38588279485702515,
473
+ 3.4003844261169434,
474
+ 0.7954913377761841,
475
+ 0.6642207503318787,
476
+ 0.04104341194033623,
477
+ -0.00041525528649799526
478
+ ],
479
+ "mean": [
480
+ -0.030027031059085694,
481
+ -0.007932990524749908,
482
+ 0.20291629097304203,
483
+ 3.1086689516104524,
484
+ -0.21311610007369397,
485
+ -0.11345855526971567,
486
+ 0.029397289084777744,
487
+ -0.03057774402528063
488
+ ],
489
+ "std": [
490
+ 0.06696342417947754,
491
+ 0.17612028797991272,
492
+ 0.07802280557544249,
493
+ 0.08676514418770678,
494
+ 0.3342172229878599,
495
+ 0.2070635670114087,
496
+ 0.009536444342888514,
497
+ 0.009179864875132032
498
+ ],
499
+ "count": [
500
+ 666720
501
+ ]
502
+ },
503
+ "raw_state.eef_xyz": {
504
+ "min": [
505
+ -0.1765444278717041,
506
+ -0.29422256350517273,
507
+ 0.008128180168569088
508
+ ],
509
+ "max": [
510
+ 0.14580604434013367,
511
+ 0.3322705030441284,
512
+ 0.38588279485702515
513
+ ],
514
+ "mean": [
515
+ -0.030027031059085694,
516
+ -0.007932990524749908,
517
+ 0.20291629097304203
518
+ ],
519
+ "std": [
520
+ 0.06696342417947754,
521
+ 0.17612028797991272,
522
+ 0.07802280557544249
523
+ ],
524
+ "count": [
525
+ 666720
526
+ ]
527
+ },
528
+ "target.gripper_state": {
529
+ "min": [
530
+ 0.0
531
+ ],
532
+ "max": [
533
+ 1.0
534
+ ],
535
+ "mean": [
536
+ 0.4643928485721142
537
+ ],
538
+ "std": [
539
+ 0.49873051918565364
540
+ ],
541
+ "count": [
542
+ 666720
543
+ ]
544
+ },
545
+ "episode_index": {
546
+ "min": [
547
+ 0
548
+ ],
549
+ "max": [
550
+ 4519
551
+ ],
552
+ "mean": [
553
+ 2259.5614485841134
554
+ ],
555
+ "std": [
556
+ 1304.481464756176
557
+ ],
558
+ "count": [
559
+ 666720
560
+ ]
561
+ },
562
+ "raw_target.gripper_state": {
563
+ "min": [
564
+ -1.0
565
+ ],
566
+ "max": [
567
+ 1.0
568
+ ],
569
+ "mean": [
570
+ 0.07121430285577154
571
+ ],
572
+ "std": [
573
+ 0.9974610383713073
574
+ ],
575
+ "count": [
576
+ 666720
577
+ ]
578
+ },
579
+ "raw_target.eef_xyz": {
580
+ "min": [
581
+ -0.19709570705890656,
582
+ -0.29401618242263794,
583
+ -0.03687181696295738
584
+ ],
585
+ "max": [
586
+ 0.13930988311767578,
587
+ 0.3278466463088989,
588
+ 0.3861285448074341
589
+ ],
590
+ "mean": [
591
+ -0.02647576241458257,
592
+ -0.0011833214218825556,
593
+ 0.20061672175126705
594
+ ],
595
+ "std": [
596
+ 0.0641169813205125,
597
+ 0.18146998788582966,
598
+ 0.08072240767343992
599
+ ],
600
+ "count": [
601
+ 666720
602
+ ]
603
+ },
604
+ "state.gripper_state": {
605
+ "min": [
606
+ 0.016119832172989845,
607
+ 0.010381381958723068
608
+ ],
609
+ "max": [
610
+ 1.0,
611
+ 1.0
612
+ ],
613
+ "mean": [
614
+ 0.734922191431647,
615
+ 0.764316223398204
616
+ ],
617
+ "std": [
618
+ 0.23839969671605285,
619
+ 0.22936170141243223
620
+ ],
621
+ "count": [
622
+ 666720
623
+ ]
624
+ },
625
+ "task_index": {
626
+ "min": [
627
+ 0
628
+ ],
629
+ "max": [
630
+ 9
631
+ ],
632
+ "mean": [
633
+ 4.434785217182625
634
+ ],
635
+ "std": [
636
+ 2.839685121089607
637
+ ],
638
+ "count": [
639
+ 666720
640
+ ]
641
+ },
642
+ "raw_state.eef_axis_angle": {
643
+ "min": [
644
+ 2.2890501022338867,
645
+ -1.883241891860962,
646
+ -1.0639532804489136
647
+ ],
648
+ "max": [
649
+ 3.4003844261169434,
650
+ 0.7954913377761841,
651
+ 0.6642207503318787
652
+ ],
653
+ "mean": [
654
+ 3.1086689516104524,
655
+ -0.21311610007369397,
656
+ -0.11345855526971567
657
+ ],
658
+ "std": [
659
+ 0.08676514418770678,
660
+ 0.3342172229878599,
661
+ 0.2070635670114087
662
+ ],
663
+ "count": [
664
+ 666720
665
+ ]
666
+ },
667
+ "index": {
668
+ "min": [
669
+ 0
670
+ ],
671
+ "max": [
672
+ 666719
673
+ ],
674
+ "mean": [
675
+ 333359.5
676
+ ],
677
+ "std": [
678
+ 192465.48573683714
679
+ ],
680
+ "count": [
681
+ 666720
682
+ ]
683
+ },
684
+ "raw_state.gripper_state": {
685
+ "min": [
686
+ 0.0006447932682931423,
687
+ -0.041782498359680176
688
+ ],
689
+ "max": [
690
+ 0.04104341194033623,
691
+ -0.00041525528649799526
692
+ ],
693
+ "mean": [
694
+ 0.029397289084777744,
695
+ -0.03057774402528063
696
+ ],
697
+ "std": [
698
+ 0.009536444342888514,
699
+ 0.009179864875132032
700
+ ],
701
+ "count": [
702
+ 666720
703
+ ]
704
+ }
705
+ }
meta/tasks.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6db5dcfbce5a2dd8841c69e985a474f0088489e21ca693e8e39b6ef3c0b576b3
3
+ size 2566
videos/observation.images.front/chunk-000/file-000.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6e2994b9f7de5268aba096625af57f60d35be7fb366ac1beb677a288ad846907
3
+ size 523369835
videos/observation.images.front/chunk-000/file-001.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:73438a800c2d88b40d80e42e2473f052681ebbc7c02d731cc4bcf31eccb46a35
3
+ size 523414685
videos/observation.images.front/chunk-000/file-002.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9dc19f5bc1c54d879b40f659d06175b6f25c52fd79797e834574a4dc557db636
3
+ size 523029437
videos/observation.images.front/chunk-000/file-003.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:37680d9989fff9674b5e1dfda860a3df97d1f0e8e8c95dfaf4290f40ec95100b
3
+ size 523369435
videos/observation.images.front/chunk-000/file-004.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fc550d1f24ae45ef968701520de5786a1d5d93a703d31f3d868e145ae89d002f
3
+ size 523474137
videos/observation.images.front/chunk-000/file-005.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bd3536f5b51f96dcf483a95e29a7e7db087d419ae73b4a1c644ccf73533ca096
3
+ size 31697491
videos/observation.images.wrist/chunk-000/file-000.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:765adbf475d5f8c3b2b8b0a0f98f2ee7e3be14cd4955b4cf36941fef68768580
3
+ size 523364021
videos/observation.images.wrist/chunk-000/file-001.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:048fa7f2f6bbc8f1433a3af0bc65f053f40d6999730416e67dc75615276bc60f
3
+ size 522957631
videos/observation.images.wrist/chunk-000/file-002.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a222ec76c7544e2d84436133db617ccaf44375048fcfe4cdf2651ca961b74c45
3
+ size 523443481
videos/observation.images.wrist/chunk-000/file-003.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b3eabeddcefbef77947c92f8d878f76a5bcedc7350ddffc936b78b11ce940363
3
+ size 523288574
videos/observation.images.wrist/chunk-000/file-004.mp4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f39858b8b107bd5eccdac0e87c16b2632fa981f26da0ede4d0c26594b69e990e
3
+ size 257328822