37 lines
1.1 KiB
C++
37 lines
1.1 KiB
C++
/**
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* @file ada_grad_test.cpp
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* @author Abhinav Moudgil
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* @author Marcus Edel
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* @author Conrad Sanderson
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*
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* ensmallen is free software; you may redistribute it and/or modify it under
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* the terms of the 3-clause BSD license. You should have received a copy of
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* the 3-clause BSD license along with ensmallen. If not, see
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* http://www.opensource.org/licenses/BSD-3-Clause for more information.
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*/
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#include <ensmallen.hpp>
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#include "catch.hpp"
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#include "test_function_tools.hpp"
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using namespace ens;
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using namespace ens::test;
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/**
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* Run AdaGrad on logistic regression and make sure the results are acceptable.
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*/
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TEST_CASE("AdaGradLogisticRegressionTest", "[AdaGradTest]")
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{
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AdaGrad adagrad(0.99, 32, 1e-8, 5000000, 1e-9, true);
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LogisticRegressionFunctionTest(adagrad, 0.003, 0.006);
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}
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/**
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* Run AdaGrad on logistic regression and make sure the results are acceptable.
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*/
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TEST_CASE("AdaGradLogisticRegressionTestFMat", "[AdaGradTest]")
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{
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AdaGrad adagrad(0.99, 32, 1e-8, 5000000, 1e-9, true);
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LogisticRegressionFunctionTest<arma::fmat>(adagrad, 0.003, 0.006);
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}
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