Source code for syne_tune.experiments.benchmark_definitions.fcnet

# Copyright 2021 Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License").
# You may not use this file except in compliance with the License.
# A copy of the License is located at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# or in the "license" file accompanying this file. This file is distributed
# on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either
# express or implied. See the License for the specific language governing
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from syne_tune.experiments.benchmark_definitions.common import (
    SurrogateBenchmarkDefinition,
)



[docs]
def fcnet_benchmark(dataset_name):
    return SurrogateBenchmarkDefinition(
        max_wallclock_time=3600,
        n_workers=4,
        elapsed_time_attr="metric_elapsed_time",
        metric="metric_valid_loss",
        mode="min",
        blackbox_name="fcnet",
        dataset_name=dataset_name,
        max_resource_attr="epochs",
    )



fcnet_benchmark_definitions = {
    "fcnet-protein": fcnet_benchmark("protein_structure"),
    "fcnet-naval": fcnet_benchmark("naval_propulsion"),
    "fcnet-parkinsons": fcnet_benchmark("parkinsons_telemonitoring"),
    "fcnet-slice": fcnet_benchmark("slice_localization"),
}