/* * 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. */ #include #if CUDA_VERSION >= 10010 #ifndef TRT_SKIP_LAYER_NORM_PLUGIN_H #define TRT_SKIP_LAYER_NORM_PLUGIN_H #include "NvInferPlugin.h" #include "common/bertCommon.h" #include #include #include namespace nvinfer1 { namespace plugin { namespace bert { template int32_t computeSkipLayerNormDQQ(cudaStream_t stream, int32_t const ld, int32_t const n, int8_t const* input, int8_t const* skip, __half const* beta, __half const* gamma, int8_t* output, __half const* bias, float const dqScaleIn, float const dqScaleSkip, float const qScale); template int32_t computeSkipLayerNorm(cudaStream_t stream, int32_t const ld, int32_t const n, T const* input, T const* skip, T const* beta, T const* gamma, T* output, T const* bias); class SkipLayerNormPluginDynamic : public nvinfer1::IPluginV2DynamicExt { public: SkipLayerNormPluginDynamic(const std::string name, const nvinfer1::DataType type, int32_t const ld, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma, nvinfer1::Weights const& bias); SkipLayerNormPluginDynamic(const std::string name, void const* data, size_t length); // It doesn't make sense to make SkipLayerNormPluginDynamic without arguments, // so we delete default constructor. SkipLayerNormPluginDynamic() = delete; // IPluginV2DynamicExt Methods nvinfer1::IPluginV2DynamicExt* clone() const noexcept override; nvinfer1::DimsExprs getOutputDimensions(int32_t outputIndex, nvinfer1::DimsExprs const* inputs, int32_t nbInputs, nvinfer1::IExprBuilder& exprBuilder) noexcept override; bool supportsFormatCombination( int32_t pos, nvinfer1::PluginTensorDesc const* inOut, int32_t nbInputs, int32_t nbOutputs) noexcept override; void configurePlugin(nvinfer1::DynamicPluginTensorDesc const* in, int32_t nbInputs, nvinfer1::DynamicPluginTensorDesc const* out, int32_t nbOutputs) noexcept override; size_t getWorkspaceSize(nvinfer1::PluginTensorDesc const* inputs, int32_t nbInputs, nvinfer1::PluginTensorDesc const* outputs, int32_t nbOutputs) const noexcept override; int32_t enqueue(nvinfer1::PluginTensorDesc const* inputDesc, nvinfer1::PluginTensorDesc const* outputDesc, void const* const* inputs, void* const* outputs, void* workspace, cudaStream_t stream) noexcept override; // IPluginV2Ext Methods nvinfer1::DataType getOutputDataType( int32_t index, nvinfer1::DataType const* inputTypes, int32_t nbInputs) const noexcept override; // IPluginV2 Methods char const* getPluginType() const noexcept override; char const* getPluginVersion() const noexcept override; int32_t getNbOutputs() const noexcept override; int32_t initialize() noexcept override; void terminate() noexcept override; size_t getSerializationSize() const noexcept override; void serialize(void* buffer) const noexcept override; void destroy() noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept override; char const* getPluginNamespace() const noexcept override; private: const std::string mLayerName; std::string mNamespace; bert::cuda_unique_ptr mGammaDev; bert::cuda_unique_ptr mBetaDev; size_t mLd{}; // leading dim bert::WeightsWithOwnership mGamma; bert::WeightsWithOwnership mBeta; nvinfer1::DataType mType; nvinfer1::DataType mCfgType; bool mHasBias{}; bert::cuda_unique_ptr mBiasDev; bert::WeightsWithOwnership mBias; size_t mParamWordsize{}; using IPluginV2::enqueue; using IPluginV2::getOutputDimensions; using IPluginV2::getWorkspaceSize; using IPluginV2Ext::configurePlugin; }; class SkipLayerNormPluginDynamicCreator : public nvinfer1::IPluginCreator { public: SkipLayerNormPluginDynamicCreator(); char const* getPluginName() const noexcept override; char const* getPluginVersion() const noexcept override; nvinfer1::PluginFieldCollection const* getFieldNames() noexcept override; nvinfer1::IPluginV2* createPlugin(char const* name, nvinfer1::PluginFieldCollection const* fc) noexcept override; nvinfer1::IPluginV2* deserializePlugin( char const* name, void const* serialData, size_t serialLength) noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept override; char const* getPluginNamespace() const noexcept override; private: nvinfer1::PluginFieldCollection mFC; std::vector mPluginAttributes; std::string mNamespace; }; class SkipLayerNormVarSeqlenPlugin : public nvinfer1::IPluginV2DynamicExt { public: SkipLayerNormVarSeqlenPlugin(const std::string name, const nvinfer1::DataType type, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma, nvinfer1::Weights const& bias); SkipLayerNormVarSeqlenPlugin(const std::string name, void const* data, size_t length); // It doesn't make sense to make SkipLayerNormVarSeqlenPlugin without // arguments, so we delete default constructor. SkipLayerNormVarSeqlenPlugin() = delete; // IPluginV2DynamicExt Methods nvinfer1::IPluginV2DynamicExt* clone() const noexcept override; nvinfer1::DimsExprs getOutputDimensions(int32_t outputIndex, nvinfer1::DimsExprs const* inputs, int32_t nbInputs, nvinfer1::IExprBuilder& exprBuilder) noexcept override; bool supportsFormatCombination( int32_t pos, nvinfer1::PluginTensorDesc const* inOut, int32_t nbInputs, int32_t nbOutputs) noexcept override; void configurePlugin(nvinfer1::DynamicPluginTensorDesc const* in, int32_t nbInputs, nvinfer1::DynamicPluginTensorDesc const* out, int32_t nbOutputs) noexcept override; size_t getWorkspaceSize(nvinfer1::PluginTensorDesc const* inputs, int32_t nbInputs, nvinfer1::PluginTensorDesc const* outputs, int32_t nbOutputs) const noexcept override; int32_t enqueue(nvinfer1::PluginTensorDesc const* inputDesc, nvinfer1::PluginTensorDesc const* outputDesc, void const* const* inputs, void* const* outputs, void* workspace, cudaStream_t stream) noexcept override; // IPluginV2Ext Methods nvinfer1::DataType getOutputDataType( int32_t index, nvinfer1::DataType const* inputTypes, int32_t nbInputs) const noexcept override; // IPluginV2 Methods char const* getPluginType() const noexcept override; char const* getPluginVersion() const noexcept override; int32_t getNbOutputs() const noexcept override; int32_t initialize() noexcept override; void terminate() noexcept override; size_t getSerializationSize() const noexcept override; void serialize(void* buffer) const noexcept override; void destroy() noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept override; char const* getPluginNamespace() const noexcept override; private: const std::string mLayerName; std::string mNamespace; bert::cuda_unique_ptr mGammaDev; bert::cuda_unique_ptr mBetaDev; size_t mLd{}; // leading dim bert::WeightsWithOwnership mGamma; bert::WeightsWithOwnership mBeta; nvinfer1::DataType mType; nvinfer1::DataType mCfgType; bool mHasBias{}; bert::cuda_unique_ptr mBiasDev; bert::WeightsWithOwnership mBias; size_t mParamWordsize{}; using IPluginV2::enqueue; using IPluginV2::getOutputDimensions; using IPluginV2::getWorkspaceSize; using IPluginV2Ext::configurePlugin; }; class SkipLayerNormVarSeqlenPluginCreator : public nvinfer1::IPluginCreator { public: SkipLayerNormVarSeqlenPluginCreator(); char const* getPluginName() const noexcept override; char const* getPluginVersion() const noexcept override; nvinfer1::PluginFieldCollection const* getFieldNames() noexcept override; nvinfer1::IPluginV2* createPlugin(char const* name, nvinfer1::PluginFieldCollection const* fc) noexcept override; nvinfer1::IPluginV2* deserializePlugin( char const* name, void const* serialData, size_t serialLength) noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept override; char const* getPluginNamespace() const noexcept override; private: nvinfer1::PluginFieldCollection mFC; std::vector mPluginAttributes; std::string mNamespace; }; } // namespace bert } // namespace plugin } // namespace nvinfer1 #endif // TRT_SKIP_LAYER_NORM_PLUGIN_H #endif // CUDA_VERSION >= 10010