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add DataGenerationTrial_emogan to data
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Jenkins
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Oct 29, 2024
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25 changes: 25 additions & 0 deletions
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brainscore_vision/data/DataGenerationTrial_emogan/__init__.py
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from brainio.assemblies import NeuronRecordingAssembly | ||
from brainscore_vision import load_stimulus_set | ||
from brainscore_vision import stimulus_set_registry, data_registry | ||
from brainscore_vision.data_helpers.s3 import load_assembly_from_s3, load_stimulus_set_from_s3 | ||
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stimulus_set_registry["DataGenerationTrial_emogan"] = lambda: load_stimulus_set_from_s3( | ||
identifier="DataGenerationTrial_emogan", | ||
bucket="brainio-brainscore", | ||
csv_version_id="Qq7dNhtGWMyVlLllhmsMam7qSjzxDsSR", | ||
csv_sha1="3cb3dd389fc6397d75af0445564cf7ce10ce33ce", | ||
zip_version_id="f6BQWLIMj9dr6g4ehV1dzVdSvUeYpMql", | ||
zip_sha1="4e9bc6f15993ae652445ed53b0ec235448a932fd", | ||
filename_prefix='stimulus_', | ||
) | ||
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data_registry["DataGenerationTrial_emogan"] = lambda: load_assembly_from_s3( | ||
identifier="DataGenerationTrial_emogan", | ||
version_id="mmrwu.hRTxkCLZAGxQlI1QWgVZxcKCMY", | ||
sha1="a962aa6975e9bad1032136a135167d2832f0db13", | ||
bucket="brainio-brainscore", | ||
cls=NeuronRecordingAssembly, | ||
stimulus_set_loader=lambda: load_stimulus_set('DataGenerationTrial_emogan'), | ||
) | ||
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brainscore_vision/data/DataGenerationTrial_emogan/data_packaging.py
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from brainio.packaging import package_stimulus_set, package_data_assembly | ||
from brainscore_vision import load_dataset, load_stimulus_set | ||
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def upload_stimulus_set_to_s3(stimuli): | ||
return package_stimulus_set(catalog_name=None, proto_stimulus_set=stimuli, | ||
stimulus_set_identifier=stimuli.name, bucket_name="brainio-brainscore") | ||
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def upload_assembly_to_s3(assembly): | ||
return package_data_assembly(None, assembly, assembly_identifier=assembly.name, | ||
stimulus_set_identifier=assembly.name, | ||
assembly_class_name="NeuronRecordingAssembly", | ||
bucket_name="brainio-brainscore") | ||
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if __name__ == '__main__': | ||
ss = load_stimulus_set('DataGenerationTrial_emogan') | ||
assembly = load_dataset('DataGenerationTrial_emogan') | ||
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import pytest | ||
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from brainscore_vision import load_dataset, load_stimulus_set | ||
from brainscore_vision.benchmark_helpers import check_standard_format | ||
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@pytest.mark.memory_intense | ||
@pytest.mark.private_access | ||
def test_assembly(): | ||
assembly = load_dataset('DataGenerationTrial_emogan') | ||
check_standard_format(assembly, nans_expected=True) | ||
assert assembly.attrs['stimulus_set_identifier'] == 'DataGenerationTrial_emogan' | ||
assert set(assembly['region'].values) == {'IT'} | ||
assert len(assembly['presentation']) == 8500 | ||
assert len(assembly['neuroid']) == 18 | ||
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@pytest.mark.private_access | ||
def test_stimulus_set(): | ||
stimulus_set = load_stimulus_set('DataGenerationTrial_emogan') | ||
assert len(stimulus_set) == 170 | ||
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