/* * SPDX-FileCopyrightText: Copyright (c) 1993-2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: Apache-2.0 * * 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. */ #ifndef TRT_NORMALIZE_PLUGIN_H #define TRT_NORMALIZE_PLUGIN_H #include "common/kernels/kernel.h" #include "common/plugin.h" #include #include namespace nvinfer1 { namespace plugin { class TRT_DEPRECATED Normalize : public IPluginV2Ext { public: Normalize(Weights const* weights, int32_t nbWeights, bool acrossSpatial, bool channelShared, float eps); Normalize(Weights const* weights, int32_t nbWeights, float scalarScale, bool acrossSpatial, bool channelShared, float eps, int32_t C, int32_t H, int32_t W); Normalize(void const* buffer, size_t length); ~Normalize() override = default; int32_t getNbOutputs() const noexcept override; Dims getOutputDimensions(int32_t index, Dims const* inputs, int32_t nbInputDims) noexcept override; int32_t initialize() noexcept override; void terminate() noexcept override; size_t getWorkspaceSize(int32_t maxBatchSize) const noexcept override; int32_t enqueue(int32_t batchSize, void const* const* inputs, void* const* outputs, void* workspace, cudaStream_t stream) noexcept override; size_t getSerializationSize() const noexcept override; void serialize(void* buffer) const noexcept override; bool supportsFormat(DataType type, PluginFormat format) const noexcept override; char const* getPluginType() const noexcept override; char const* getPluginVersion() const noexcept override; void destroy() noexcept override; IPluginV2Ext* clone() const noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept override; char const* getPluginNamespace() const noexcept override; DataType getOutputDataType( int32_t index, nvinfer1::DataType const* inputTypes, int32_t nbInputs) const noexcept override; bool isOutputBroadcastAcrossBatch( int32_t outputIndex, bool const* inputIsBroadcasted, int32_t nbInputs) const noexcept override; bool canBroadcastInputAcrossBatch(int32_t inputIndex) const noexcept override; void attachToContext( cudnnContext* cudnnContext, cublasContext* cublasContext, IGpuAllocator* gpuAllocator) noexcept override; void configurePlugin(Dims const* inputDims, int32_t nbInputs, Dims const* outputDims, int32_t nbOutputs, DataType const* inputTypes, DataType const* outputTypes, bool const* inputIsBroadcast, bool const* outputIsBroadcast, PluginFormat floatFormat, int32_t maxBatchSize) noexcept override; void detachFromContext() noexcept override; private: Weights copyToDevice(void const* hostData, size_t count); void serializeFromDevice(char*& hostBuffer, Weights deviceWeights) const; Weights deserializeToDevice(char const*& hostBuffer, size_t count); nvinfer1::pluginInternal::cublasHandle_t mCublas; // the wrapper pointer is shared among all plugins attached to the same context. std::shared_ptr mCublasWrapper; Weights mWeights{}; // mWeights.values is on the device int32_t mNbWeights{}; float mScalarScale{}; // keep track of scale on the host (for when channelShared is true) bool acrossSpatial{}; bool channelShared{}; float eps{}; int32_t C{}; int32_t H{}; int32_t W{}; std::string mPluginNamespace; }; class TRT_DEPRECATED NormalizePluginCreator : public nvinfer1::pluginInternal::BaseCreator { public: NormalizePluginCreator(); ~NormalizePluginCreator() override = default; char const* getPluginName() const noexcept override; char const* getPluginVersion() const noexcept override; PluginFieldCollection const* getFieldNames() noexcept override; IPluginV2Ext* createPlugin(char const* name, PluginFieldCollection const* fc) noexcept override; IPluginV2Ext* deserializePlugin(char const* name, void const* serialData, size_t serialLength) noexcept override; private: PluginFieldCollection mFC; bool mAcrossSpatial{}; bool mChannelShared{}; float mEps{}; int32_t mNbWeights{}; std::vector mPluginAttributes; }; } // namespace plugin } // namespace nvinfer1 #endif // TRT_NORMALIZE_PLUGIN_H