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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
codebase_version: string
fps: int64
features: struct<observation.state: struct<dtype: string, shape: list<item: int64>, names: list<item: string>> (... 1761 chars omitted)
child 0, observation.state: struct<dtype: string, shape: list<item: int64>, names: list<item: string>>
child 0, dtype: string
child 1, shape: list<item: int64>
child 0, item: int64
child 2, names: list<item: string>
child 0, item: string
child 1, action: struct<dtype: string, shape: list<item: int64>, names: list<item: string>>
child 0, dtype: string
child 1, shape: list<item: int64>
child 0, item: int64
child 2, names: list<item: string>
child 0, item: string
child 2, observation.images.base_0_rgb: struct<dtype: string, shape: list<item: int64>, names: list<item: string>, info: struct<video.height (... 518 chars omitted)
child 0, dtype: string
child 1, shape: list<item: int64>
child 0, item: int64
child 2, names: list<item: string>
child 0, item: string
child 3, info: struct<video.height: int64, video.width: int64, video.codec: string, video.pix_fmt: string, video.fp (... 436 chars omitted)
child 0, video.height: int64
child 1, video.width: int64
child 2, video.codec: string
child 3, video.pix_fmt: string
child 4, video.fps: int64
child 5, video.channels: int64
child 6, has_audio: bool
child 7, video.g:
...
fraction: double
child 5, std: double
child 6, passed: bool
child 7, reasons: list<item: null>
child 0, item: null
child 1, wrist_rgb: struct<p5: double, median: double, p95: double, bright_fraction: double, dark_fraction: double, std: (... 49 chars omitted)
child 0, p5: double
child 1, median: double
child 2, p95: double
child 3, bright_fraction: double
child 4, dark_fraction: double
child 5, std: double
child 6, passed: bool
child 7, reasons: list<item: null>
child 0, item: null
seed: int64
result: string
task: string
ssgi: struct<enabled: bool, mjcf_active: bool, parameters: struct<enabled: bool, resolutionscale: int64, r (... 137 chars omitted)
child 0, enabled: bool
child 1, mjcf_active: bool
child 2, parameters: struct<enabled: bool, resolutionscale: int64, raycount: int64, stepcount: int64, thickness: double, (... 83 chars omitted)
child 0, enabled: bool
child 1, resolutionscale: int64
child 2, raycount: int64
child 3, stepcount: int64
child 4, thickness: double
child 5, intensity: double
child 6, gidenoiseoffset: int64
child 7, rraycount: int64
child 8, rdenoiseoffset: int64
frames: int64
episode_index: int64
place_color: string
initial_end_effector_pose: list<item: double>
child 0, item: double
attempt: int64
to
{'attempt': Value('int64'), 'pick_color': Value('string'), 'place_color': Value('string'), 'task': Value('string'), 'seed': Value('int64'), 'result': Value('string'), 'episode_index': Value('int64'), 'frames': Value('int64'), 'steps': Value('int64'), 'lighting': {'seed': Value('int64'), 'attempt': Value('int64'), 'key_azimuth_deg': Value('float64'), 'key_elevation_deg': Value('float64'), 'brightness_scale': Value('float64'), 'key_fill_transfer': Value('float64')}, 'lighting_validation': {'attempt': Value('int64'), 'rejected_attempts': List(Value('null')), 'camera_metrics': {'home': {'global_rgb': {'p5': Value('float64'), 'median': Value('float64'), 'p95': Value('float64'), 'bright_fraction': Value('float64'), 'dark_fraction': Value('float64'), 'std': Value('float64'), 'passed': Value('bool'), 'reasons': List(Value('null'))}, 'wrist_rgb': {'p5': Value('float64'), 'median': Value('float64'), 'p95': Value('float64'), 'bright_fraction': Value('float64'), 'dark_fraction': Value('float64'), 'std': Value('float64'), 'passed': Value('bool'), 'reasons': List(Value('null'))}}, 'sampled_initial': {'global_rgb': {'p5': Value('float64'), 'median': Value('float64'), 'p95': Value('float64'), 'bright_fraction': Value('float64'), 'dark_fraction': Value('float64'), 'std': Value('float64'), 'passed': Value('bool'), 'reasons': List(Value('null'))}, 'wrist_rgb': {'p5': Value('float64'), 'median': Value('float64'), 'p95': Value('float64'), 'bright_fraction': Value('float64'), 'dark_fraction': Value('float64'), 'std': Value('float64'), 'passed': Value('bool'), 'reasons': List(Value('null'))}}}}, 'ssgi': {'enabled': Value('bool'), 'mjcf_active': Value('bool'), 'parameters': {'enabled': Value('bool'), 'resolutionscale': Value('int64'), 'raycount': Value('int64'), 'stepcount': Value('int64'), 'thickness': Value('float64'), 'intensity': Value('float64'), 'gidenoiseoffset': Value('int64'), 'rraycount': Value('int64'), 'rdenoiseoffset': Value('int64')}}, 'initial_blocks': {'yellow': List(Value('float64')), 'orange': List(Value('float64')), 'sky_blue': List(Value('float64'))}, 'initial_end_effector_pose': List(Value('float64')), 'initial_arm_qpos': List(Value('float64'))}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
codebase_version: string
fps: int64
features: struct<observation.state: struct<dtype: string, shape: list<item: int64>, names: list<item: string>> (... 1761 chars omitted)
child 0, observation.state: struct<dtype: string, shape: list<item: int64>, names: list<item: string>>
child 0, dtype: string
child 1, shape: list<item: int64>
child 0, item: int64
child 2, names: list<item: string>
child 0, item: string
child 1, action: struct<dtype: string, shape: list<item: int64>, names: list<item: string>>
child 0, dtype: string
child 1, shape: list<item: int64>
child 0, item: int64
child 2, names: list<item: string>
child 0, item: string
child 2, observation.images.base_0_rgb: struct<dtype: string, shape: list<item: int64>, names: list<item: string>, info: struct<video.height (... 518 chars omitted)
child 0, dtype: string
child 1, shape: list<item: int64>
child 0, item: int64
child 2, names: list<item: string>
child 0, item: string
child 3, info: struct<video.height: int64, video.width: int64, video.codec: string, video.pix_fmt: string, video.fp (... 436 chars omitted)
child 0, video.height: int64
child 1, video.width: int64
child 2, video.codec: string
child 3, video.pix_fmt: string
child 4, video.fps: int64
child 5, video.channels: int64
child 6, has_audio: bool
child 7, video.g:
...
fraction: double
child 5, std: double
child 6, passed: bool
child 7, reasons: list<item: null>
child 0, item: null
child 1, wrist_rgb: struct<p5: double, median: double, p95: double, bright_fraction: double, dark_fraction: double, std: (... 49 chars omitted)
child 0, p5: double
child 1, median: double
child 2, p95: double
child 3, bright_fraction: double
child 4, dark_fraction: double
child 5, std: double
child 6, passed: bool
child 7, reasons: list<item: null>
child 0, item: null
seed: int64
result: string
task: string
ssgi: struct<enabled: bool, mjcf_active: bool, parameters: struct<enabled: bool, resolutionscale: int64, r (... 137 chars omitted)
child 0, enabled: bool
child 1, mjcf_active: bool
child 2, parameters: struct<enabled: bool, resolutionscale: int64, raycount: int64, stepcount: int64, thickness: double, (... 83 chars omitted)
child 0, enabled: bool
child 1, resolutionscale: int64
child 2, raycount: int64
child 3, stepcount: int64
child 4, thickness: double
child 5, intensity: double
child 6, gidenoiseoffset: int64
child 7, rraycount: int64
child 8, rdenoiseoffset: int64
frames: int64
episode_index: int64
place_color: string
initial_end_effector_pose: list<item: double>
child 0, item: double
attempt: int64
to
{'attempt': Value('int64'), 'pick_color': Value('string'), 'place_color': Value('string'), 'task': Value('string'), 'seed': Value('int64'), 'result': Value('string'), 'episode_index': Value('int64'), 'frames': Value('int64'), 'steps': Value('int64'), 'lighting': {'seed': Value('int64'), 'attempt': Value('int64'), 'key_azimuth_deg': Value('float64'), 'key_elevation_deg': Value('float64'), 'brightness_scale': Value('float64'), 'key_fill_transfer': Value('float64')}, 'lighting_validation': {'attempt': Value('int64'), 'rejected_attempts': List(Value('null')), 'camera_metrics': {'home': {'global_rgb': {'p5': Value('float64'), 'median': Value('float64'), 'p95': Value('float64'), 'bright_fraction': Value('float64'), 'dark_fraction': Value('float64'), 'std': Value('float64'), 'passed': Value('bool'), 'reasons': List(Value('null'))}, 'wrist_rgb': {'p5': Value('float64'), 'median': Value('float64'), 'p95': Value('float64'), 'bright_fraction': Value('float64'), 'dark_fraction': Value('float64'), 'std': Value('float64'), 'passed': Value('bool'), 'reasons': List(Value('null'))}}, 'sampled_initial': {'global_rgb': {'p5': Value('float64'), 'median': Value('float64'), 'p95': Value('float64'), 'bright_fraction': Value('float64'), 'dark_fraction': Value('float64'), 'std': Value('float64'), 'passed': Value('bool'), 'reasons': List(Value('null'))}, 'wrist_rgb': {'p5': Value('float64'), 'median': Value('float64'), 'p95': Value('float64'), 'bright_fraction': Value('float64'), 'dark_fraction': Value('float64'), 'std': Value('float64'), 'passed': Value('bool'), 'reasons': List(Value('null'))}}}}, 'ssgi': {'enabled': Value('bool'), 'mjcf_active': Value('bool'), 'parameters': {'enabled': Value('bool'), 'resolutionscale': Value('int64'), 'raycount': Value('int64'), 'stepcount': Value('int64'), 'thickness': Value('float64'), 'intensity': Value('float64'), 'gidenoiseoffset': Value('int64'), 'rraycount': Value('int64'), 'rdenoiseoffset': Value('int64')}}, 'initial_blocks': {'yellow': List(Value('float64')), 'orange': List(Value('float64')), 'sky_blue': List(Value('float64'))}, 'initial_end_effector_pose': List(Value('float64')), 'initial_arm_qpos': List(Value('float64'))}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
attempt int64 | pick_color string | place_color string | task string | seed int64 | result string | episode_index int64 | frames int64 | steps int64 | lighting dict | lighting_validation dict | ssgi dict | initial_blocks dict | initial_end_effector_pose list | initial_arm_qpos list |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | yellow | orange | stack the yellow block on top of the orange block | 2,100,253,245 | success | 0 | 391 | 10,040 | {
"seed": 2100253245,
"attempt": 0,
"key_azimuth_deg": -48.92590055186755,
"key_elevation_deg": 38.58855436915377,
"brightness_scale": 1.007146331537587,
"key_fill_transfer": -0.012701754326916604
} | {
"attempt": 0,
"rejected_attempts": [],
"camera_metrics": {
"home": {
"global_rgb": {
"p5": 42.642279052734374,
"median": 152.75698852539062,
"p95": 208.99600219726562,
"bright_fraction": 0,
"dark_fraction": 0.00027434842249657066,
"std": 60.6731109619140... | {
"enabled": true,
"mjcf_active": true,
"parameters": {
"enabled": true,
"resolutionscale": 1,
"raycount": 2,
"stepcount": 8,
"thickness": 0.25,
"intensity": 0.8,
"gidenoiseoffset": 3,
"rraycount": 256,
"rdenoiseoffset": 3
}
} | {
"yellow": [
0.5064286589622498,
-0.02046169340610504,
0.5659607648849487,
0,
0,
-0.0739736557006836,
0.9972602128982544
],
"orange": [
0.5023460388183594,
0.13982996344566345,
0.5659607648849487,
0,
0,
0.21128977835178375,
0.9774234890937805
],
"sky_bl... | [
0.3499999940395355,
0.09999997168779373,
0.7400000095367432,
-0.7071067094802856,
0.7071067094802856,
7.690530878790014e-8,
7.172913285558025e-8
] | [
0.6552925109863281,
-1.2458027601242065,
-2.198751926422119,
-1.267834186553955,
1.5707964897155762,
0.6552925109863281
] |
2 | yellow | orange | stack the yellow block on top of the orange block | 1,332,918,087 | success | 1 | 340 | 8,772 | {
"seed": 1332918087,
"attempt": 0,
"key_azimuth_deg": -126.94090815411296,
"key_elevation_deg": 59.88839204951283,
"brightness_scale": 0.935834139860773,
"key_fill_transfer": -0.006965500151471238
} | {
"attempt": 0,
"rejected_attempts": [],
"camera_metrics": {
"home": {
"global_rgb": {
"p5": 49.518557739257815,
"median": 169.34979248046875,
"p95": 209.8555908203125,
"bright_fraction": 0,
"dark_fraction": 0.00010973936899862826,
"std": 57.46457672119140... | {
"enabled": true,
"mjcf_active": true,
"parameters": {
"enabled": true,
"resolutionscale": 1,
"raycount": 2,
"stepcount": 8,
"thickness": 0.25,
"intensity": 0.8,
"gidenoiseoffset": 3,
"rraycount": 256,
"rdenoiseoffset": 3
}
} | {
"yellow": [
0.39301440119743347,
0.12259216606616974,
0.5659607648849487,
0,
0,
0.08183936029672623,
0.9966455698013306
],
"orange": [
0.5888299942016602,
0.12122799456119537,
0.5659607648849487,
0,
0,
-0.07229601591825485,
0.9973832368850708
],
"sky_b... | [
0.3499999940395355,
0.09999997168779373,
0.7400000095367432,
-0.7071067094802856,
0.7071067094802856,
7.690530878790014e-8,
7.172913285558025e-8
] | [
0.6552925109863281,
-1.2458027601242065,
-2.198751926422119,
-1.267834186553955,
1.5707964897155762,
0.6552925109863281
] |
3 | yellow | orange | stack the yellow block on top of the orange block | 80,877,214 | success | 2 | 406 | 10,417 | {
"seed": 80877214,
"attempt": 0,
"key_azimuth_deg": -106.0903437575999,
"key_elevation_deg": 37.67025775515608,
"brightness_scale": 1.0091398371892306,
"key_fill_transfer": -0.01771814539972233
} | {
"attempt": 0,
"rejected_attempts": [],
"camera_metrics": {
"home": {
"global_rgb": {
"p5": 52.13303909301758,
"median": 166.89599609375,
"p95": 208.99600219726562,
"bright_fraction": 0,
"dark_fraction": 0.00010973936899862826,
"std": 58.50018310546875,
... | {
"enabled": true,
"mjcf_active": true,
"parameters": {
"enabled": true,
"resolutionscale": 1,
"raycount": 2,
"stepcount": 8,
"thickness": 0.25,
"intensity": 0.8,
"gidenoiseoffset": 3,
"rraycount": 256,
"rdenoiseoffset": 3
}
} | {
"yellow": [
0.5045878291130066,
-0.1475885808467865,
0.5659607648849487,
0,
0,
0.05942011997103691,
0.9982330799102783
],
"orange": [
0.46830472350120544,
-0.013416898436844349,
0.5659607648849487,
0,
0,
-0.17215950787067413,
0.9850690960884094
],
"sky... | [
0.3499999940395355,
0.09999997168779373,
0.7400000095367432,
-0.7071067094802856,
0.7071067094802856,
7.690530878790014e-8,
7.172913285558025e-8
] | [
0.6552925109863281,
-1.2458027601242065,
-2.198751926422119,
-1.267834186553955,
1.5707964897155762,
0.6552925109863281
] |
4 | yellow | orange | stack the yellow block on top of the orange block | 715,976,963 | success | 3 | 421 | 10,786 | {
"seed": 715976963,
"attempt": 0,
"key_azimuth_deg": -86.68223279433506,
"key_elevation_deg": 50.113047950312904,
"brightness_scale": 1.059384449881146,
"key_fill_transfer": -0.0243385688411848
} | {
"attempt": 0,
"rejected_attempts": [],
"camera_metrics": {
"home": {
"global_rgb": {
"p5": 48.998958587646484,
"median": 164.50840759277344,
"p95": 214.28079223632812,
"bright_fraction": 0,
"dark_fraction": 0,
"std": 60.36030578613281,
"passed": ... | {
"enabled": true,
"mjcf_active": true,
"parameters": {
"enabled": true,
"resolutionscale": 1,
"raycount": 2,
"stepcount": 8,
"thickness": 0.25,
"intensity": 0.8,
"gidenoiseoffset": 3,
"rraycount": 256,
"rdenoiseoffset": 3
}
} | {
"yellow": [
0.5950696468353271,
-0.0784149020910263,
0.5659607648849487,
0,
0,
0.2401307076215744,
0.970740556716919
],
"orange": [
0.4321177005767822,
-0.03414805978536606,
0.5659607648849487,
0,
0,
0.19704341888427734,
0.9803947806358337
],
"sky_blue... | [
0.3499999940395355,
0.09999997168779373,
0.7400000095367432,
-0.7071067094802856,
0.7071067094802856,
7.690530878790014e-8,
7.172913285558025e-8
] | [
0.6552925109863281,
-1.2458027601242065,
-2.198751926422119,
-1.267834186553955,
1.5707964897155762,
0.6552925109863281
] |
5 | yellow | orange | stack the yellow block on top of the orange block | 328,921,069 | success | 4 | 322 | 8,306 | {
"seed": 328921069,
"attempt": 0,
"key_azimuth_deg": -91.8330903742807,
"key_elevation_deg": 57.620544400677886,
"brightness_scale": 0.9521120027193175,
"key_fill_transfer": 0.007238061676584598
} | {
"attempt": 0,
"rejected_attempts": [],
"camera_metrics": {
"home": {
"global_rgb": {
"p5": 44.93720092773438,
"median": 153.68479919433594,
"p95": 208.7834014892578,
"bright_fraction": 0,
"dark_fraction": 0.0001646090534979424,
"std": 58.90199661254883,
... | {
"enabled": true,
"mjcf_active": true,
"parameters": {
"enabled": true,
"resolutionscale": 1,
"raycount": 2,
"stepcount": 8,
"thickness": 0.25,
"intensity": 0.8,
"gidenoiseoffset": 3,
"rraycount": 256,
"rdenoiseoffset": 3
}
} | {
"yellow": [
0.3793187141418457,
0.09813206642866135,
0.5659607648849487,
0,
0,
-0.219122514128685,
0.9756973385810852
],
"orange": [
0.34855812788009644,
-0.028741629794239998,
0.5659607648849487,
0,
0,
-0.21089889109134674,
0.9775078892707825
],
"sky_... | [
0.3499999940395355,
0.09999997168779373,
0.7400000095367432,
-0.7071067094802856,
0.7071067094802856,
7.690530878790014e-8,
7.172913285558025e-8
] | [
0.6552925109863281,
-1.2458027601242065,
-2.198751926422119,
-1.267834186553955,
1.5707964897155762,
0.6552925109863281
] |
6 | yellow | orange | stack the yellow block on top of the orange block | 1,421,314,544 | success | 5 | 382 | 9,809 | {
"seed": 1421314544,
"attempt": 0,
"key_azimuth_deg": -67.07576157588004,
"key_elevation_deg": 49.58491221595227,
"brightness_scale": 1.0598969540939394,
"key_fill_transfer": 0.018336752595436857
} | {
"attempt": 0,
"rejected_attempts": [],
"camera_metrics": {
"home": {
"global_rgb": {
"p5": 43.20988311767578,
"median": 154.68479919433594,
"p95": 209.57080078125,
"bright_fraction": 0,
"dark_fraction": 0.00005486968449931413,
"std": 60.1431884765625,
... | {
"enabled": true,
"mjcf_active": true,
"parameters": {
"enabled": true,
"resolutionscale": 1,
"raycount": 2,
"stepcount": 8,
"thickness": 0.25,
"intensity": 0.8,
"gidenoiseoffset": 3,
"rraycount": 256,
"rdenoiseoffset": 3
}
} | {
"yellow": [
0.3398599624633789,
-0.03620672598481178,
0.5659607648849487,
0,
0,
-0.1408151239156723,
0.990035891532898
],
"orange": [
0.578687846660614,
-0.08810815960168839,
0.5659607648849487,
0,
0,
-0.20194470882415771,
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7 | yellow | orange | stack the yellow block on top of the orange block | 746,465,677 | success | 6 | 342 | 8,801 | {
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} | {
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8 | yellow | orange | stack the yellow block on top of the orange block | 1,858,565,917 | success | 7 | 410 | 10,501 | {
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} | {
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9 | yellow | orange | stack the yellow block on top of the orange block | 836,908,777 | success | 8 | 369 | 9,483 | {
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} | {
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10 | yellow | orange | stack the yellow block on top of the orange block | 2,124,438,901 | success | 9 | 383 | 9,841 | {
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} | {
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12 | yellow | orange | stack the yellow block on top of the orange block | 717,946,070 | success | 10 | 401 | 10,294 | {
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} | {
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13 | yellow | orange | stack the yellow block on top of the orange block | 1,375,984,881 | success | 11 | 399 | 10,241 | {
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} | {
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14 | yellow | orange | stack the yellow block on top of the orange block | 176,491,755 | success | 12 | 357 | 9,182 | {
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} | {
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15 | yellow | orange | stack the yellow block on top of the orange block | 1,702,996,964 | success | 13 | 432 | 11,065 | {
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} | {
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16 | yellow | orange | stack the yellow block on top of the orange block | 432,168,131 | success | 14 | 340 | 8,764 | {
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} | {
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18 | yellow | orange | stack the yellow block on top of the orange block | 2,097,141,594 | success | 15 | 351 | 9,045 | {
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} | {
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19 | yellow | orange | stack the yellow block on top of the orange block | 465,269,706 | success | 16 | 347 | 8,925 | {
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} | {
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20 | yellow | orange | stack the yellow block on top of the orange block | 2,138,104,349 | success | 17 | 391 | 10,047 | {
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} | {
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21 | yellow | orange | stack the yellow block on top of the orange block | 14,250,618 | success | 18 | 324 | 8,361 | {
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} | {
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22 | yellow | orange | stack the yellow block on top of the orange block | 388,026,839 | success | 19 | 403 | 10,339 | {
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} | {
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23 | yellow | orange | stack the yellow block on top of the orange block | 756,513,263 | success | 20 | 349 | 8,978 | {
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} | {
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24 | yellow | orange | stack the yellow block on top of the orange block | 1,445,376,311 | success | 21 | 374 | 9,610 | {
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} | {
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25 | yellow | orange | stack the yellow block on top of the orange block | 1,384,211,208 | success | 22 | 432 | 11,070 | {
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} | {
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26 | yellow | orange | stack the yellow block on top of the orange block | 702,078,312 | success | 23 | 403 | 10,336 | {
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} | {
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27 | yellow | orange | stack the yellow block on top of the orange block | 2,092,652,038 | success | 24 | 382 | 9,801 | {
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} | {
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28 | yellow | orange | stack the yellow block on top of the orange block | 522,982,822 | success | 25 | 388 | 9,964 | {
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} | {
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30 | yellow | orange | stack the yellow block on top of the orange block | 1,182,746,932 | success | 26 | 365 | 9,384 | {
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} | {
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32 | yellow | orange | stack the yellow block on top of the orange block | 391,692,906 | success | 27 | 382 | 9,807 | {
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} | {
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35 | yellow | orange | stack the yellow block on top of the orange block | 738,302,626 | success | 28 | 359 | 9,231 | {
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} | {
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36 | yellow | orange | stack the yellow block on top of the orange block | 793,439,634 | success | 29 | 355 | 9,148 | {
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} | {
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38 | yellow | orange | stack the yellow block on top of the orange block | 524,596,012 | success | 30 | 372 | 9,563 | {
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} | {
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39 | yellow | orange | stack the yellow block on top of the orange block | 207,251,916 | success | 31 | 328 | 8,462 | {
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} | {
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40 | yellow | orange | stack the yellow block on top of the orange block | 1,072,420,547 | success | 32 | 334 | 8,621 | {
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} | {
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41 | yellow | orange | stack the yellow block on top of the orange block | 18,567,683 | success | 33 | 372 | 9,551 | {
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} | {
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42 | yellow | orange | stack the yellow block on top of the orange block | 337,482,066 | success | 34 | 398 | 10,200 | {
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} | {
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43 | yellow | orange | stack the yellow block on top of the orange block | 820,498,002 | success | 35 | 366 | 9,404 | {
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} | {
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45 | yellow | orange | stack the yellow block on top of the orange block | 1,665,405,281 | success | 36 | 394 | 10,101 | {
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} | {
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46 | yellow | orange | stack the yellow block on top of the orange block | 1,400,896,507 | success | 37 | 410 | 10,507 | {
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} | {
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47 | yellow | orange | stack the yellow block on top of the orange block | 798,045,335 | success | 38 | 389 | 9,977 | {
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} | {
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48 | yellow | orange | stack the yellow block on top of the orange block | 1,072,786,805 | success | 39 | 392 | 10,055 | {
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} | {
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49 | yellow | orange | stack the yellow block on top of the orange block | 1,596,301,879 | success | 40 | 383 | 9,839 | {
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} | {
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50 | yellow | orange | stack the yellow block on top of the orange block | 1,805,437,122 | success | 41 | 448 | 11,470 | {
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} | {
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51 | yellow | orange | stack the yellow block on top of the orange block | 681,620,817 | success | 42 | 407 | 10,435 | {
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} | {
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52 | yellow | orange | stack the yellow block on top of the orange block | 40,407,191 | success | 43 | 433 | 11,082 | {
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} | {
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53 | yellow | orange | stack the yellow block on top of the orange block | 2,008,795,044 | success | 44 | 421 | 10,791 | {
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} | {
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55 | yellow | orange | stack the yellow block on top of the orange block | 1,509,744,016 | success | 45 | 413 | 10,578 | {
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} | {
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56 | yellow | orange | stack the yellow block on top of the orange block | 2,100,334,504 | success | 46 | 396 | 10,160 | {
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} | {
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57 | yellow | orange | stack the yellow block on top of the orange block | 675,499,386 | success | 47 | 383 | 9,826 | {
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} | {
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58 | yellow | orange | stack the yellow block on top of the orange block | 388,135,386 | success | 48 | 319 | 8,233 | {
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} | {
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59 | yellow | orange | stack the yellow block on top of the orange block | 104,318,556 | success | 49 | 436 | 11,152 | {
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} | {
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60 | yellow | orange | stack the yellow block on top of the orange block | 1,099,530,070 | success | 50 | 366 | 9,424 | {
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} | {
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61 | yellow | orange | stack the yellow block on top of the orange block | 222,032,681 | success | 51 | 423 | 10,842 | {
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} | {
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62 | yellow | orange | stack the yellow block on top of the orange block | 735,591,032 | success | 52 | 410 | 10,520 | {
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} | {
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64 | yellow | orange | stack the yellow block on top of the orange block | 1,287,756,987 | success | 53 | 356 | 9,155 | {
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} | {
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65 | yellow | orange | stack the yellow block on top of the orange block | 111,538,210 | success | 54 | 441 | 11,282 | {
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} | {
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66 | yellow | orange | stack the yellow block on top of the orange block | 506,674,075 | success | 55 | 347 | 8,941 | {
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67 | yellow | orange | stack the yellow block on top of the orange block | 855,254,789 | success | 56 | 368 | 9,460 | {
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68 | yellow | orange | stack the yellow block on top of the orange block | 743,579,855 | success | 57 | 388 | 9,963 | {
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} | {
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69 | yellow | orange | stack the yellow block on top of the orange block | 238,194,548 | success | 58 | 324 | 8,358 | {
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} | {
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70 | yellow | orange | stack the yellow block on top of the orange block | 1,037,656,956 | success | 59 | 433 | 11,081 | {
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} | {
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71 | yellow | orange | stack the yellow block on top of the orange block | 1,363,341,750 | success | 60 | 410 | 10,503 | {
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} | {
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72 | yellow | orange | stack the yellow block on top of the orange block | 1,717,586,523 | success | 61 | 403 | 10,335 | {
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} | {
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74 | yellow | orange | stack the yellow block on top of the orange block | 1,652,997,436 | success | 62 | 405 | 10,382 | {
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} | {
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75 | yellow | orange | stack the yellow block on top of the orange block | 1,928,628,633 | success | 63 | 336 | 8,660 | {
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} | {
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76 | yellow | orange | stack the yellow block on top of the orange block | 1,380,844 | success | 64 | 413 | 10,587 | {
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77 | yellow | orange | stack the yellow block on top of the orange block | 1,594,156,878 | success | 65 | 350 | 9,019 | {
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79 | yellow | orange | stack the yellow block on top of the orange block | 726,683,337 | success | 66 | 374 | 9,615 | {
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80 | yellow | orange | stack the yellow block on top of the orange block | 468,169,243 | success | 67 | 379 | 9,728 | {
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81 | yellow | orange | stack the yellow block on top of the orange block | 342,402,333 | success | 68 | 471 | 12,043 | {
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82 | yellow | orange | stack the yellow block on top of the orange block | 1,362,513,747 | success | 69 | 367 | 9,443 | {
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83 | yellow | orange | stack the yellow block on top of the orange block | 1,445,424,212 | success | 70 | 404 | 10,358 | {
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} | {
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84 | yellow | orange | stack the yellow block on top of the orange block | 149,291,703 | success | 71 | 453 | 11,599 | {
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} | {
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85 | yellow | orange | stack the yellow block on top of the orange block | 1,698,834,051 | success | 72 | 471 | 12,039 | {
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86 | yellow | orange | stack the yellow block on top of the orange block | 1,058,778,793 | success | 73 | 431 | 11,029 | {
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} | {
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87 | yellow | orange | stack the yellow block on top of the orange block | 985,260,398 | success | 74 | 421 | 10,783 | {
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} | {
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88 | yellow | orange | stack the yellow block on top of the orange block | 298,802,295 | success | 75 | 428 | 10,953 | {
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} | {
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91 | yellow | orange | stack the yellow block on top of the orange block | 422,854,363 | success | 76 | 375 | 9,647 | {
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} | {
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92 | yellow | orange | stack the yellow block on top of the orange block | 2,121,494,227 | success | 77 | 409 | 10,491 | {
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} | {
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93 | yellow | orange | stack the yellow block on top of the orange block | 1,277,286,150 | success | 78 | 343 | 8,826 | {
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} | {
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94 | yellow | orange | stack the yellow block on top of the orange block | 958,155,147 | success | 79 | 370 | 9,500 | {
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} | {
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95 | yellow | orange | stack the yellow block on top of the orange block | 2,120,790,858 | success | 80 | 373 | 9,586 | {
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} | {
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96 | yellow | orange | stack the yellow block on top of the orange block | 1,712,751,572 | success | 81 | 399 | 10,228 | {
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} | {
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97 | yellow | orange | stack the yellow block on top of the orange block | 809,606,446 | success | 82 | 414 | 10,606 | {
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} | {
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98 | yellow | orange | stack the yellow block on top of the orange block | 489,051,649 | success | 83 | 372 | 9,555 | {
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} | {
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99 | yellow | orange | stack the yellow block on top of the orange block | 1,420,888,254 | success | 84 | 353 | 9,087 | {
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} | {
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101 | yellow | orange | stack the yellow block on top of the orange block | 274,605,362 | success | 85 | 351 | 9,032 | {
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} | {
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102 | yellow | orange | stack the yellow block on top of the orange block | 1,669,723,079 | success | 86 | 354 | 9,103 | {
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} | {
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103 | yellow | orange | stack the yellow block on top of the orange block | 1,715,436,271 | success | 87 | 342 | 8,814 | {
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"key_elevation_deg": 56.14527910035952,
"brightness_scale": 1.0469125982860108,
"key_fill_transfer": 0.01944569169625019
} | {
"attempt": 0,
"rejected_attempts": [],
"camera_metrics": {
"home": {
"global_rgb": {
"p5": 43.28839874267578,
"median": 155.68479919433594,
"p95": 210.0681915283203,
"bright_fraction": 0,
"dark_fraction": 0.00021947873799725651,
"std": 59.95431137084961,... | {
"enabled": true,
"mjcf_active": true,
"parameters": {
"enabled": true,
"resolutionscale": 1,
"raycount": 2,
"stepcount": 8,
"thickness": 0.25,
"intensity": 0.8,
"gidenoiseoffset": 3,
"rraycount": 256,
"rdenoiseoffset": 3
}
} | {
"yellow": [
0.39800477027893066,
0.04830613359808922,
0.5659607648849487,
0,
0,
-0.1323111653327942,
0.9912082552909851
],
"orange": [
0.3033286929130554,
0.10396978259086609,
0.5659607648849487,
0,
0,
0.15209347009658813,
0.9883661270141602
],
"sky_bl... | [
0.3499999940395355,
0.09999997168779373,
0.7400000095367432,
-0.7071067094802856,
0.7071067094802856,
7.690530878790014e-8,
7.172913285558025e-8
] | [
0.6552925109863281,
-1.2458027601242065,
-2.198751926422119,
-1.267834186553955,
1.5707964897155762,
0.6552925109863281
] |
End of preview.
MotrixSim Color Block Stacking
这是使用 MotrixSim 采集的 LeRobot 格式合成机器人操作数据集。任务是将黄色方块叠放到橙色方块上,语言指令为:
stack the yellow block on top of the orange block
数据概况
- 机器人:UR5e
- 成功回合:105
- 总帧数:40,226
- 采样频率:20 Hz
- 数据划分:全部 105 回合位于
train;未提供独立验证集或测试集 - 图像:固定视角和左腕视角各一路,均为 224 × 224 RGB 视频,HEVC 编码
- 来源:仿真环境中的脚本化轨迹,仅保存成功并通过检查的回合
数据字段
| 字段 | 内容 |
|---|---|
observation.state |
10 维末端执行器状态:位置 xyz、旋转 6D 表示、归一化夹爪位置 |
action |
10 维末端执行器动作:目标位置 xyz、旋转 6D 表示、归一化夹爪指令 |
observation.images.base_0_rgb |
固定视角 RGB 视频 |
observation.images.left_wrist_0_rgb |
左腕视角 RGB 视频 |
timestamp、frame_index、episode_index、task_index |
时间和索引信息 |
文件结构
meta/、data/ 和 videos/ 是 LeRobot 数据集文件。color_stack_v3.1_filter_vid_episodes.jsonl 是额外的逐回合采集日志,记录种子、初始位姿、光照参数等信息;它不是 LeRobot 核心目录的一部分。
使用范围与局限
本数据集来自仿真,不代表真实机器人上的性能。所有回合均为同一种颜色组合及同一句任务指令;仅包含成功轨迹,不能直接用于评估失败率或跨颜色组合的泛化能力。进行模型评测时,应另外准备未见过的场景种子。
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