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[Unittest] Add constant DerivativeLossLayer unittest #2766

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Oct 25, 2024
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[Unittest] Add constant DerivativeLossLayer unittest #2766

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9 changes: 8 additions & 1 deletion test/unittest/layers/unittest_layers_loss.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@

#include <gtest/gtest.h>

#include <constant_derivative_loss_layer.h>
#include <cross_entropy_loss_layer.h>
#include <cross_entropy_sigmoid_loss_layer.h>
#include <cross_entropy_softmax_loss_layer.h>
Expand All @@ -34,11 +35,17 @@ auto semantic_loss_mse = LayerSemanticsParamType(
nntrainer::MSELossLayer::type, {},
LayerCreateSetPropertyOptions::AVAILABLE_FROM_APP_CONTEXT, false, 1);

auto semantic_loss_constant_derivative = LayerSemanticsParamType(
nntrainer::createLayer<nntrainer::ConstantDerivativeLossLayer>,
nntrainer::ConstantDerivativeLossLayer::type, {},
LayerCreateSetPropertyOptions::AVAILABLE_FROM_APP_CONTEXT, false, 1);

auto semantic_loss_cross = LayerSemanticsParamType(
nntrainer::createLayer<nntrainer::CrossEntropyLossLayer>,
nntrainer::CrossEntropyLossLayer::type, {}, 0, true, 1);

GTEST_PARAMETER_TEST(LossCross, LayerSemantics,
::testing::Values(semantic_loss_cross, semantic_loss_mse,
semantic_loss_cross_softmax,
semantic_loss_cross_sigmoid));
semantic_loss_cross_sigmoid,
semantic_loss_constant_derivative));
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