blackbox-repository / lcbench /configspace.json
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{"num_layers": {"domain_cls": "Categorical", "domain_kwargs": {"categories": ["True", "2", "3", "4"]}, "sampler_cls": "Uniform", "sampler_kwargs": {}}, "max_units": {"domain_cls": "Integer", "domain_kwargs": {"lower": 64, "upper": 1024}, "sampler_cls": "LogUniform", "sampler_kwargs": {"base": 2.718281828459045}}, "batch_size": {"domain_cls": "Integer", "domain_kwargs": {"lower": 16, "upper": 512}, "sampler_cls": "LogUniform", "sampler_kwargs": {"base": 2.718281828459045}}, "learning_rate": {"domain_cls": "Float", "domain_kwargs": {"lower": 0.0001, "upper": 0.1}, "sampler_cls": "LogUniform", "sampler_kwargs": {"base": 2.718281828459045}}, "weight_decay": {"domain_cls": "Float", "domain_kwargs": {"lower": 1e-05, "upper": 0.1}, "sampler_cls": "Uniform", "sampler_kwargs": {}}, "momentum": {"domain_cls": "Float", "domain_kwargs": {"lower": 0.1, "upper": 0.99}, "sampler_cls": "Uniform", "sampler_kwargs": {}}, "max_dropout": {"domain_cls": "Float", "domain_kwargs": {"lower": 0.0, "upper": 1.0}, "sampler_cls": "Uniform", "sampler_kwargs": {}}}