From 4d8e2a23817815d5047f617e561594d20af2004b Mon Sep 17 00:00:00 2001 From: sachin-nntrainer Date: Tue, 12 Aug 2025 11:51:53 +0530 Subject: [PATCH 1/2] [LAYER] Add topk layer Implemented the topk layer. **Self evaluation:** 1. Build test: [*]Passed [ ]Failed [ ]Skipped 2. Run test: [ ]Passed [ ]Failed [*]Skipped Signed-off-by: sachin-nntrainer --- api/ccapi/include/layer.h | 9 +++ api/nntrainer-api-common.h | 1 + nntrainer/app_context.cpp | 4 + nntrainer/layers/common_properties.h | 10 +++ nntrainer/layers/meson.build | 3 +- nntrainer/layers/topk_layer.cpp | 93 +++++++++++++++++++++++ nntrainer/layers/topk_layer.h | 107 +++++++++++++++++++++++++++ nntrainer/utils/node_exporter.h | 1 + 8 files changed, 227 insertions(+), 1 deletion(-) create mode 100644 nntrainer/layers/topk_layer.cpp create mode 100644 nntrainer/layers/topk_layer.h diff --git a/api/ccapi/include/layer.h b/api/ccapi/include/layer.h index 41e9227b22..ae694e3dd9 100644 --- a/api/ccapi/include/layer.h +++ b/api/ccapi/include/layer.h @@ -122,6 +122,7 @@ enum LayerType { LAYER_TRANSPOSE = ML_TRAIN_LAYER_TYPE_TRANSPOSE, /**< Transpose Layer type */ LAYER_CHANNEL_SHUFFLE = ML_TRAIN_LAYER_TYPE_CHANNEL_SHUFFLE, /**< Channel Shuffle Layer type */ + LAYER_TOPK = ML_TRAIN_TYPE_TOPK, /**< Topk Layer type */ LAYER_UNKNOWN = ML_TRAIN_LAYER_TYPE_UNKNOWN /**< Unknown */ }; @@ -705,6 +706,14 @@ Upsample2D(const std::vector &properties = {}) { return createLayer(LayerType::LAYER_UPSAMPLE2D, properties); } +/** + * @brief Helper function to create Topk layer + */ +inline std::unique_ptr +TopkLayer(const std::vector &properties = {}) { + return createLayer(LayerType::LAYER_TOPK, properties); +} + /** * @brief Helper function to create activation layer */ diff --git a/api/nntrainer-api-common.h b/api/nntrainer-api-common.h index b6440463b1..682ebc7073 100644 --- a/api/nntrainer-api-common.h +++ b/api/nntrainer-api-common.h @@ -82,6 +82,7 @@ typedef enum { ML_TRAIN_LAYER_TYPE_CHANNEL_SHUFFLE = 45, /**< Channel Shuffle Layer type (Since 9.0)*/ ML_TRAIN_LAYER_TYPE_NEG = 46, /**< Neg Layer type (Since 9.0)*/ + ML_TRAIN_TYPE_TOPK = 49, /**< Topk Layer type (Since 9.0)*/ ML_TRAIN_LAYER_TYPE_PREPROCESS_FLIP = 300, /**< Preprocess flip Layer (Since 6.5) */ ML_TRAIN_LAYER_TYPE_PREPROCESS_TRANSLATE = diff --git a/nntrainer/app_context.cpp b/nntrainer/app_context.cpp index 8ea92b9071..34a01ae0f3 100644 --- a/nntrainer/app_context.cpp +++ b/nntrainer/app_context.cpp @@ -91,6 +91,7 @@ #include #include #include +#include #include #include #include @@ -373,6 +374,9 @@ void AppContext::add_default_object() { registerFactory(nntrainer::createLayer, ChannelShuffle::type, LayerType::LAYER_CHANNEL_SHUFFLE); + registerFactory(nntrainer::createLayer, TopkLayer::type, + LayerType::LAYER_TOPK); + #ifdef ENABLE_NNSTREAMER_BACKBONE registerFactory(nntrainer::createLayer, NNStreamerLayer::type, LayerType::LAYER_BACKBONE_NNSTREAMER); diff --git a/nntrainer/layers/common_properties.h b/nntrainer/layers/common_properties.h index d8c7f07cc7..a53444b48b 100644 --- a/nntrainer/layers/common_properties.h +++ b/nntrainer/layers/common_properties.h @@ -356,6 +356,16 @@ class Axis : public nntrainer::PositiveIntegerProperty { bool isValid(const unsigned int &value) const override; }; +/** + * @brief K property, select k elements in topk layer. + * + */ +class K : public nntrainer::PositiveIntegerProperty { +public: + static constexpr const char *key = "k"; /**< unique key to access */ + using prop_tag = uint_prop_tag; /**< property type */ +}; + /** * @brief StartDimension property, start dimension to be flatten * diff --git a/nntrainer/layers/meson.build b/nntrainer/layers/meson.build index 1e279752cf..1085bb05f2 100644 --- a/nntrainer/layers/meson.build +++ b/nntrainer/layers/meson.build @@ -58,7 +58,8 @@ layer_sources = [ 'positional_encoding_layer.cpp', 'identity_layer.cpp', 'upsample2d_layer.cpp', - 'channel_shuffle.cpp' + 'channel_shuffle.cpp', + 'topk_layer.cpp' ] layer_headers = [ diff --git a/nntrainer/layers/topk_layer.cpp b/nntrainer/layers/topk_layer.cpp new file mode 100644 index 0000000000..5c290504db --- /dev/null +++ b/nntrainer/layers/topk_layer.cpp @@ -0,0 +1,93 @@ +// SPDX-License-Identifier: Apache-2.0 +/** + * Copyright (C) 2025 Sachin Singh + * + * @file topk_layer.cpp + * @date 28 July 2025 + * @see https://github.com/nnstreamer/nntrainer + * @author Sachin Singh + * @bug No known bugs except for NYI items + * @brief This is Topk Layer Class for Neural Network + * + */ + +#include +#include +#include +#include +#include +namespace nntrainer { + +static constexpr size_t SINGLE_INOUT_IDX = 0; + +void TopkLayer::finalize(InitLayerContext &context) { + NNTR_THROW_IF(context.getNumInputs() != 1, std::invalid_argument) + << "Topk only supports 1 input"; + + auto &KCount = std::get(topk_props); + + NNTR_THROW_IF(KCount.empty(), std::invalid_argument) + << "k value not set in Topk layer"; + + unsigned int k = KCount.get(); + + NNTR_THROW_IF(k == 0 || k > context.getInputDimensions()[0].width(), + std::invalid_argument) + << "k value is invalid in Topk layer. k is " << k + << ". It should be in range [1," << context.getInputDimensions()[0].width() + << "]"; + + TensorDim out_dim = context.getInputDimensions()[0]; + TensorDim idx_dim = context.getInputDimensions()[0]; + + out_dim.width(k); + idx_dim.width(k); + + out_dim.setDataType(context.getActivationDataType()); + context.setOutputDimensions({out_dim, idx_dim}); +} + +void TopkLayer::forwarding(RunLayerContext &context, bool training) { + + unsigned int k = std::get(topk_props).get(); + + auto [output, indices] = context.getInput(0).topK(k); + + context.getOutput(0).copy(output); + context.getOutput(1).copy(indices); +} + +void TopkLayer::calcDerivative(RunLayerContext &context) { + + auto output = context.getIncomingDerivative(0); + auto indices = context.getOutput(1); + + for (unsigned int b = 0; b < output.batch(); ++b) { + for (unsigned int c = 0; c < output.channel(); ++c) { + for (unsigned int h = 0; h < output.height(); ++h) { + for (unsigned int w = 0; w < output.width(); ++w) { + + auto u = indices.getValue(b, c, h, w); + auto val = output.getValue(b, c, h, w); + context.getOutgoingDerivative(0).setValue(b, c, h, u, val); + } + } + } + } +} + +void TopkLayer::setProperty(const std::vector &values) { + auto remain_props = loadProperties(values, topk_props); + if (!remain_props.empty()) { + std::string msg = "[TopkLayer] Unknown Layer Properties count " + + std::to_string(remain_props.size()); + throw exception::not_supported(msg); + } +} + +void TopkLayer::exportTo(Exporter &exporter, + const ml::train::ExportMethods &method) const { + exporter.saveResult(topk_props, method, this); +} + +} /* namespace nntrainer */ diff --git a/nntrainer/layers/topk_layer.h b/nntrainer/layers/topk_layer.h new file mode 100644 index 0000000000..956db7f060 --- /dev/null +++ b/nntrainer/layers/topk_layer.h @@ -0,0 +1,107 @@ +// SPDX-License-Identifier: Apache-2.0 +/** + * Copyright (C) 2025 Sachin Singh + * + * @file topk_layer.h + * @date 28 July 2025 + * @see https://github.com/nnstreamer/nntrainer + * @author Sachin Singh + * @bug No known bugs except for NYI items + * @brief This is Topk Layer Class for Neural Network + * + */ + +#ifndef __TOPK_LAYER_H__ +#define __TOPK_LAYER_H__ +#ifdef __cplusplus + +#include +#include + +namespace nntrainer { + +/** + * @class Topk Layer + * @brief Topk Layer + */ +class TopkLayer : public Layer { +public: + /** + * @brief Constructor of topk Layer + */ + TopkLayer() : Layer() {} + + /** + * @brief Destructor of topk Layer + */ + ~TopkLayer() = default; + + /** + * @brief Move constructor of TopkLayer. + * @param[in] Topk && + */ + TopkLayer(TopkLayer &&rhs) noexcept = default; + + /** + * @brief Move assignment operator. + * @parma[in] rhs TopkLayer to be moved. + */ + TopkLayer &operator=(TopkLayer &&rhs) = default; + + /** + * @copydoc Layer::finalize(InitLayerContext &context) + */ + void finalize(InitLayerContext &context) override; + + /** + * @copydoc Layer::forwarding(RunLayerContext &context, bool training) + */ + void forwarding(RunLayerContext &context, bool training) override; + + /** + * @copydoc Layer::calcDerivative(RunLayerContext &context) + */ + void calcDerivative(RunLayerContext &context) override; + + /** + * @copydoc Layer::setProperty(const std::vector &values) + */ + void setProperty(const std::vector &values) override; + + /** + * @copydoc bool supportBackwarding() const + */ + bool supportBackwarding() const override { return true; }; + + /** + * @brief Initialize the in-place settings of the layer + * @return InPlaceType + */ + InPlaceType initializeInPlace() override { + is_inplace = true; + return InPlaceType::RESTRICTING; + } + + /** + * @copydoc Layer::exportTo(Exporter &exporter, ml::train::ExportMethods + * method) + */ + void exportTo(Exporter &exporter, + const ml::train::ExportMethods &method) const override; + + /** + * @copydoc Layer::getType() + */ + const std::string getType() const override { return TopkLayer::type; }; + + static constexpr const char *type = "topk"; + +protected: + std::tuple + topk_props; /**< topk properties : k for topk */ +}; + +} // namespace nntrainer + +#endif /* __cplusplus */ +#endif /* __TOPK_LAYER_H__ */ diff --git a/nntrainer/utils/node_exporter.h b/nntrainer/utils/node_exporter.h index 662e8b5370..181ff3483a 100644 --- a/nntrainer/utils/node_exporter.h +++ b/nntrainer/utils/node_exporter.h @@ -238,6 +238,7 @@ class LossScaleForMixed; class InPlaceProp; class InPlaceDirectionProp; class Exponent; +class K; } // namespace props class LayerNode; From 4c51e2aeb082b770eb6e1451f4c22d129795d413 Mon Sep 17 00:00:00 2001 From: sachin-nntrainer Date: Tue, 12 Aug 2025 12:01:24 +0530 Subject: [PATCH 2/2] [TEST] Add unittest for topk layer Added unittest for topk layer. **Self evaluation:** 1. Build test: [*]Passed [ ]Failed [ ]Skipped 2. 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b/test/input_gen/genModelTests_v2.py @@ -623,6 +623,19 @@ def forward(self, inputs, labels): return out, loss +class topkOperation(torch.nn.Module): + def __init__(self,k): + super().__init__() + self.fc=torch.nn.Linear(2,7) + self.k = k + self.loss=torch.nn.MSELoss() + + def forward(self,input,labels): + out = self.fc(input[0]) + out = torch.topk(out,self.k) + loss = self.loss(out[0],labels[0]) + return out, loss + if __name__ == "__main__": record_v2( @@ -1042,3 +1055,15 @@ def forward(self, inputs, labels): # Function to check the created golden test file inspect_file("channel_shuffle.nnmodelgolden") + + topk_operation = topkOperation(k=4) + record_v2( + topk_operation, + iteration=2, + input_dims=[(2,2)], + input_dtype=[float], + label_dims=[(2,4)], + name="topk_operation" + ) + + inspect_file("topk_operation.nnmodelgolden") diff --git a/test/unittest/layers/meson.build b/test/unittest/layers/meson.build index 37d553b951..9f0cdda219 100644 --- a/test/unittest/layers/meson.build +++ b/test/unittest/layers/meson.build @@ -87,7 +87,8 @@ test_target = [ 'unittest_layers_mol_attention.cpp', 'unittest_layers_multi_head_attention.cpp', 'unittest_layers_positional_encoding.cpp', - 'unittest_layers_upsample2d.cpp' + 'unittest_layers_upsample2d.cpp', + 'unittest_layers_topk.cpp' ] if get_option('enable-opencl') diff --git a/test/unittest/layers/unittest_layers_topk.cpp b/test/unittest/layers/unittest_layers_topk.cpp new file mode 100644 index 0000000000..aab2dd8a8b --- /dev/null +++ b/test/unittest/layers/unittest_layers_topk.cpp @@ -0,0 +1,23 @@ +// SPDX-License-Identifier: Apache-2.0 +/** + * Copyright (C) 2025 Sachin Singh + * + * @file unittest_layers_topk.cpp + * @date 28 July 2025 + * @brief Topk Layer Test + * @see https://github.com/nnstreamer/nntrainer + * @author Sachin Singh + * @bug No known bugs except for NYI items + */ +#include + +#include + +#include +#include + +auto semantic_topk_k1 = LayerSemanticsParamType( + nntrainer::createLayer, nntrainer::TopkLayer::type, + {"k=1"}, LayerCreateSetPropertyOptions::AVAILABLE_FROM_APP_CONTEXT, false, 1); + +GTEST_PARAMETER_TEST(Topk, LayerSemantics, ::testing::Values(semantic_topk_k1)); diff --git a/test/unittest/models/unittest_models.cpp b/test/unittest/models/unittest_models.cpp index 6b4011a520..822b3c4481 100644 --- a/test/unittest/models/unittest_models.cpp +++ b/test/unittest/models/unittest_models.cpp @@ -1101,6 +1101,27 @@ static std::unique_ptr makeChannelShuffleOperation() { return nn; } +std::unique_ptr makeTopkOperation() { + + std::unique_ptr nn(new NeuralNetwork()); + + auto outer_graph = + + makeGraph({{"input", {"name=in", "input_shape=2:2"}}, + {"fully_connected", {"name=fc", "unit=7", "input_layers=in"}}, + {"topk", {"name=topk_layer", "k=4", "input_layers=fc"}}, + {"mse", {"name=loss", "input_layers=topk_layer(0)"}}}); + + for (auto &node : outer_graph) { + nn->addLayer(node); + } + + nn->setProperty({"batch_size=1"}); + nn->setOptimizer(ml::train::createOptimizer("sgd", {"learning_rate=0.1"})); + + return nn; +} + GTEST_PARAMETER_TEST( model, nntrainerModelTest, ::testing::ValuesIn({ @@ -1191,6 +1212,8 @@ GTEST_PARAMETER_TEST( ModelTestOption::ALL_V2), mkModelTc_V2(makeChannelShuffleOperation, "channel_shuffle", ModelTestOption::ALL_V2), + mkModelTc_V2(makeTopkOperation, "topk_operation", + ModelTestOption::COMPARE_V2), }), [](const testing::TestParamInfo &info) -> const auto & { return std::get<1>(info.param); });