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Java example source code file (StochasticGradientDescent.java)
The StochasticGradientDescent.java Java example source code/* * * * Copyright 2015 Skymind,Inc. * * * * Licensed under the Apache License, Version 2.0 (the "License"); * * you may not use this file except in compliance with the License. * * You may obtain a copy of the License at * * * * http://www.apache.org/licenses/LICENSE-2.0 * * * * Unless required by applicable law or agreed to in writing, software * * distributed under the License 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 org.deeplearning4j.optimize.solvers; import org.deeplearning4j.berkeley.Pair; import org.deeplearning4j.nn.api.Layer; import org.deeplearning4j.nn.api.Model; import org.deeplearning4j.nn.conf.NeuralNetConfiguration; import org.deeplearning4j.nn.gradient.Gradient; import org.deeplearning4j.optimize.api.IterationListener; import org.deeplearning4j.optimize.api.StepFunction; import org.deeplearning4j.optimize.api.TerminationCondition; import org.nd4j.linalg.api.ndarray.INDArray; import java.util.Collection; import java.util.Map; /** * Stochastic Gradient Descent * Standard fix step size * No line search * @author Adam Gibson */ public class StochasticGradientDescent extends BaseOptimizer { public StochasticGradientDescent(NeuralNetConfiguration conf, StepFunction stepFunction, Collection<IterationListener> iterationListeners, Model model) { super(conf, stepFunction, iterationListeners, model); } public StochasticGradientDescent(NeuralNetConfiguration conf, StepFunction stepFunction, Collection<IterationListener> iterationListeners, Collection Other Java examples (source code examples)Here is a short list of links related to this Java StochasticGradientDescent.java source code file: |
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