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import pytest |
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import markdown |
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from bs4 import BeautifulSoup |
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from compliance_checks import ( |
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ComputationalRequirementsCheck, ComputationalRequirementsResult, |
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) |
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expected_infrastructure = """\ |
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Jean Zay Public Supercomputer, provided by the French government.\ |
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Hardware\ |
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384 A100 80GB GPUs (48 nodes)\ |
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Software\ |
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Megatron-DeepSpeed (Github link)\ |
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""" |
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@pytest.fixture |
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def computational_requirements_model_card(): |
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return """ |
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# Model Card for Sample Model |
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## Some Random Header |
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## Technical Specifications |
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### Compute infrastructure |
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Jean Zay Public Supercomputer, provided by the French government. |
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#### Hardware |
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* 384 A100 80GB GPUs (48 nodes) |
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#### Software |
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* Megatron-DeepSpeed ([Github link](https://github.com/bigscience-workshop/Megatron-DeepSpeed)) |
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</details> |
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## Intended Use |
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Etc.. |
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""" |
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@pytest.fixture |
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def bad_computational_requirements_model_card(): |
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return """ |
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# Model Card for Sample Model |
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## Some Random Header |
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## Technical Specifications |
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### Compute infrastructure |
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[More Information Needed] |
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## Intended Use |
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Etc.. |
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""" |
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@pytest.mark.parametrize("check,card,expected", [ |
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(ComputationalRequirementsCheck(), "computational_requirements_model_card", ComputationalRequirementsResult( |
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status=True, |
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requirements=expected_infrastructure, |
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)), |
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(ComputationalRequirementsCheck(), "bad_computational_requirements_model_card", ComputationalRequirementsResult()), |
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]) |
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def test_run_checks(check, card, expected, request): |
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card = request.getfixturevalue(card) |
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model_card_html = markdown.markdown(card) |
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card_soup = BeautifulSoup(model_card_html, features="html.parser") |
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results = check.run_check(card_soup) |
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assert results == expected |
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