18 lines
505 B
Python
18 lines
505 B
Python
from fedhpobench.config import fhb_cfg
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from fedhpobench.benchmarks import TabularBenchmark
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benchmark = TabularBenchmark('cnn', 'femnist', 'avg')
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# get hyperparameters space
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config_space = benchmark.get_configuration_space(CS=True)
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# get fidelity space
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fidelity_space = benchmark.get_fidelity_space(CS=True)
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# get results
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res = benchmark(config_space.sample_configuration(),
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fidelity_space.sample_configuration(),
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fhb_cfg=fhb_cfg,
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seed=12345)
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print(res)
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