ai.djl.training.hyperparameter.optimizer.HpORandom Maven / Gradle / Ivy
/*
* Copyright 2020 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://aws.amazon.com/apache2.0/
*
* 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 permissions
* and limitations under the License.
*/
package ai.djl.training.hyperparameter.optimizer;
import ai.djl.training.hyperparameter.param.HpSet;
/** A simple {@link HpOptimizer} that tries random hyperparameter choices within the range. */
public class HpORandom extends BaseHpOptimizer {
/**
* Constructs a new {@link HpORandom}.
*
* @param hyperParams the hyperparameters to test with
*/
public HpORandom(HpSet hyperParams) {
super(hyperParams);
}
/** {@inheritDoc} */
@Override
public HpSet nextConfig() {
return hyperParams.random();
}
}