/* * 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_EMB_LAYER_NORM_PLUGIN_H #define TRT_EMB_LAYER_NORM_PLUGIN_H #include "NvInferPlugin.h" #include "NvInferRuntime.h" #include "common/bertCommon.h" #include #include namespace nvinfer1 { namespace plugin { namespace bert { int32_t computeMaskIdx(cudaStream_t stream, int32_t const S, int32_t const B, int32_t const* mask, int32_t* maskIdx); template int32_t embSkipLayerNorm(cudaStream_t stream, int32_t ld, int32_t B, int32_t S, int32_t const* inputIds, int32_t const* token_ids, float const* beta, float const* gamma, T const* wordEmb, T const* posEmb, T const* tokEmb, int32_t const wordSize, int32_t const tokSize, T* output); cudaError_t convertMask(uint32_t const S, uint32_t const B, uint32_t const warps_m, uint32_t const warps_n, uint32_t const warps_k, int32_t const* inputMaskSB, uint32_t* inputMaskX, cudaStream_t stream); class EmbLayerNormPluginDynamic : public IPluginV3, public IPluginV3OneCore, public IPluginV3OneBuild, public IPluginV3OneRuntime { public: EmbLayerNormPluginDynamic(std::string const& name, nvinfer1::DataType const type, nvinfer1::DataType const mhaType, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma, nvinfer1::Weights const& word_emb, nvinfer1::Weights const& pos_emb, nvinfer1::Weights const& tok_emb, bool const useFullMask); // It doesn't make sense to make EmbLayerNormPluginDynamic without arguments, so we // delete default constructor. EmbLayerNormPluginDynamic() = delete; ~EmbLayerNormPluginDynamic() override; // IPluginV3 Methods // NOTE: since this is itself is an abstract class, the rest of virtual methods defined in its children classes IPluginCapability* getCapabilityInterface(PluginCapabilityType type) noexcept override; // end of IPluginV3 Methods // IPluginV3OneCore Methods char const* getPluginName() const noexcept override; char const* getPluginNamespace() const noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept; char const* getPluginVersion() const noexcept override; // end of IPluginV3OneCore Methods // IPluginV3Build Methods bool supportsFormatCombination( int32_t pos, DynamicPluginTensorDesc const* inOut, int32_t nbInputs, int32_t nbOutputs) noexcept override; int32_t configurePlugin(DynamicPluginTensorDesc const* in, int32_t nbInputs, DynamicPluginTensorDesc const* out, int32_t nbOutputs) noexcept override; size_t getWorkspaceSize(DynamicPluginTensorDesc const* inputs, int32_t nbInputs, DynamicPluginTensorDesc const* outputs, int32_t nbOutputs) const noexcept override; int32_t getOutputDataTypes( DataType* outputTypes, int32_t nbOutputs, DataType const* inputTypes, int32_t nbInputs) const noexcept override; int32_t getNbOutputs() const noexcept override; int32_t getOutputShapes(DimsExprs const* inputs, int32_t nbInputs, DimsExprs const* shapeInputs, int32_t nbShapeInputs, DimsExprs* outputs, int32_t nbOutputs, IExprBuilder& exprBuilder) noexcept override; // end IPluginV3Build Methods // IPluginV3Runtime Methods IPluginV3* clone() noexcept override; int32_t onShapeChange( PluginTensorDesc const* in, int32_t nbInputs, PluginTensorDesc const* out, int32_t nbOutputs) 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; IPluginV3* attachToContext(IPluginResourceContext* context) noexcept override; PluginFieldCollection const* getFieldsToSerialize() noexcept override; // end IPluginV3Runtime Methods private: // metadata fields std::string const mLayerName; std::string mNamespace; // device-side bert::cuda_unique_ptr mGammaDev; bert::cuda_unique_ptr mBetaDev; bert::cuda_unique_ptr mWordEmbDev; bert::cuda_unique_ptr mTokEmbDev; bert::cuda_unique_ptr mPosEmbDev; size_t mLd; // leading dim = hidden size size_t mS; // sequence length size_t mWordVocabSize; size_t mPosVocabSize; size_t mTokVocabSize; // members that partcipate in ser/deserialization bert::WeightsWithOwnership mBeta; bert::WeightsWithOwnership mGamma; bert::WeightsWithOwnership mWordEmb; bert::WeightsWithOwnership mTokEmb; bert::WeightsWithOwnership mPosEmb; nvinfer1::DataType mType; int32_t mOutputFp16; int32_t mUseFullMask; nvinfer1::DataType mMhaType; int32_t mSM; // IPluginV3 serialization related std::vector mDataToSerialize; nvinfer1::PluginFieldCollection mFCToSerialize; }; class EmbLayerNormPluginDynamicCreator : public nvinfer1::IPluginCreatorV3One { public: EmbLayerNormPluginDynamicCreator(); ~EmbLayerNormPluginDynamicCreator() override = default; char const* getPluginName() const noexcept override; char const* getPluginVersion() const noexcept override; nvinfer1::PluginFieldCollection const* getFieldNames() noexcept override; IPluginV3* createPlugin(char const* name, PluginFieldCollection const* fc, TensorRTPhase phase) noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept; char const* getPluginNamespace() const noexcept override; private: nvinfer1::PluginFieldCollection mFC; std::vector mPluginAttributes; std::string mNamespace; }; } // namespace bert } // namespace plugin } // namespace nvinfer1 #endif // TRT_EMB_LAYER_NORM_PLUGIN_H #endif // CUDA_VERSION >= 10010