#include <mlpack/core.hpp>#include <mlpack/core/math/random.hpp>#include <mlpack/methods/ann/layer/layer.hpp>#include <mlpack/methods/ann/layer/layer_types.hpp>#include <mlpack/methods/ann/ffn.hpp>#include <mlpack/methods/ann/init_rules/kathirvalavakumar_subavathi_init.hpp>#include <mlpack/methods/ann/init_rules/nguyen_widrow_init.hpp>#include <mlpack/methods/ann/init_rules/oivs_init.hpp>#include <mlpack/methods/ann/init_rules/orthogonal_init.hpp>#include <mlpack/methods/ann/init_rules/random_init.hpp>#include <mlpack/methods/ann/init_rules/const_init.hpp>#include <mlpack/methods/ann/init_rules/gaussian_init.hpp>#include <mlpack/methods/ann/init_rules/glorot_init.hpp>#include <mlpack/methods/ann/init_rules/he_init.hpp>#include <mlpack/methods/ann/init_rules/lecun_normal_init.hpp>#include "catch.hpp"
Include dependency graph for init_rules_test.cpp:
Functions | |
| TEST_CASE ("ConstantInitTest", "[InitRulesTest]") | |
| Test the RandomInitialization class with a constant value. | |
| TEST_CASE ("OrthogonalInitTest", "[InitRulesTest]") | |
| Simple test of the OrthogonalInitialization class with two different sizes. | |
| TEST_CASE ("OrthogonalInitGainTest", "[InitRulesTest]") | |
| Test the OrthogonalInitialization class with a non default gain. | |
| TEST_CASE ("ConstInitTest", "[InitRulesTest]") | |
| Test the ConstInitialization class. More... | |
| TEST_CASE ("KathirvalavakumarSubavathiInitTest", "[InitRulesTest]") | |
| TEST_CASE ("NguyenWidrowInitTest", "[InitRulesTest]") | |
| Simple test of the NguyenWidrowInitialization class. | |
| TEST_CASE ("OivsInitTest", "[InitRulesTest]") | |
| Simple test of the OivsInitialization class with two different sizes. | |
| TEST_CASE ("GaussianInitTest", "[InitRulesTest]") | |
| Simple test of the GaussianInitialization class. | |
| TEST_CASE ("NetworkInitTest", "[InitRulesTest]") | |
| Simple test of the NetworkInitialization class, we test it with every implemented initialization rule and make sure the output is reasonable. | |
| TEST_CASE ("GlorotInitUniformTest", "[InitRulesTest]") | |
| Simple test of the GlorotInitialization class for uniform distribution. | |
| TEST_CASE ("GlorotInitNormalTest", "[InitRulesTest]") | |
| Simple test of the GlorotInitialization class for normal distribution. | |
| TEST_CASE ("HeInitTest", "[InitRulesTest]") | |
| Simple test of the HeInitialization class. | |
| TEST_CASE ("LecunNormalInitTest", "[InitRulesTest]") | |
| Simple test of the LecunNormalInitialization class. | |
Detailed Description
Tests for the various weight initialize methods.
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Function Documentation
◆ TEST_CASE()
| TEST_CASE | ( | "ConstInitTest" | , |
| "" | [InitRulesTest] | ||
| ) |
Test the ConstInitialization class.
If you think about it, it's kind of ridiculous to test the const init rule. But at least we make sure it builds without any problems.
