/* * 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_EMB_LAYER_NORM_VARSEQ_PLUGIN_LEGACY_H #define TRT_EMB_LAYER_NORM_VARSEQ_PLUGIN_LEGACY_H #include #include "NvInferPlugin.h" #include "NvInferRuntime.h" #include "common/bertCommon.h" #include #include namespace nvinfer1 { namespace plugin { namespace bert { template int32_t embSkipLayerNormHFace(cudaStream_t stream, int32_t ld, int32_t B, int32_t S, int32_t const* inputIds, int32_t const* tokenIds, int32_t const* cuSeqlens, 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); template int32_t embSkipLayerNormMTron(cudaStream_t stream, int32_t ld, int32_t B, int32_t S, int32_t const* inputIds, int32_t const* tokenIds, int32_t const* cuSeqlens, 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, T* skip); class EmbLayerNormVarSeqlenPluginLegacyBase : public nvinfer1::IPluginV2DynamicExt { public: EmbLayerNormVarSeqlenPluginLegacyBase(std::string const& name, DataType type, Weights const& beta, Weights const& gamma, Weights const& word_emb, Weights const& pos_emb, Weights const& tok_emb, DataType maskType); EmbLayerNormVarSeqlenPluginLegacyBase(std::string const& name, void const* data, size_t length); // It doesn't make sense to make EmbLayerNormVarSeqlenPluginLegacy without arguments, so we // delete default constructor. EmbLayerNormVarSeqlenPluginLegacyBase() = delete; // IPluginV2DynamicExt Methods bool supportsFormatCombination( int32_t pos, nvinfer1::PluginTensorDesc const* inOut, int32_t nbInputs, 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; // 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; int32_t getNbOutputs() const noexcept override; size_t getSerializationSize() const noexcept override; void serialize(void* buffer) const noexcept override; void destroy() noexcept override; char const* getPluginNamespace() const noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept override; protected: std::string const mLayerName; std::string mNamespace; 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 mWordVocabSize; size_t mPosVocabSize; size_t mTokVocabSize; bert::WeightsWithOwnership mBeta; bert::WeightsWithOwnership mGamma; bert::WeightsWithOwnership mWordEmb; bert::WeightsWithOwnership mTokEmb; bert::WeightsWithOwnership mPosEmb; DataType mType{}; DataType mMaskType{}; }; class EmbLayerNormVarSeqlenPluginLegacyHFace : public EmbLayerNormVarSeqlenPluginLegacyBase { public: EmbLayerNormVarSeqlenPluginLegacyHFace(std::string const& name, nvinfer1::DataType const type, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma, nvinfer1::Weights const& word_emb, nvinfer1::Weights const& pos_emb, nvinfer1::Weights const& tok_emb); EmbLayerNormVarSeqlenPluginLegacyHFace(std::string const& name, void const* data, size_t length); // It doesn't make sense to make EmbLayerNormVarSeqlenPluginLegacy without arguments, so we // delete default constructor. EmbLayerNormVarSeqlenPluginLegacyHFace() = 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; void configurePlugin(nvinfer1::DynamicPluginTensorDesc const* in, int32_t nbInputs, nvinfer1::DynamicPluginTensorDesc 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; // IPluginV2 Methods int32_t initialize() noexcept override; void terminate() noexcept override; void destroy() noexcept override; char const* getPluginVersion() const noexcept override; }; class EmbLayerNormVarSeqlenPluginLegacyMTron : public EmbLayerNormVarSeqlenPluginLegacyBase { public: EmbLayerNormVarSeqlenPluginLegacyMTron(std::string const& name, nvinfer1::DataType const type, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma, nvinfer1::Weights const& word_emb, nvinfer1::Weights const& pos_emb, nvinfer1::Weights const& tok_emb); EmbLayerNormVarSeqlenPluginLegacyMTron(std::string const& name, void const* data, size_t length); // It doesn't make sense to make EmbLayerNormVarSeqlenPluginLegacy without arguments, so we // delete default constructor. EmbLayerNormVarSeqlenPluginLegacyMTron() = 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; void configurePlugin(nvinfer1::DynamicPluginTensorDesc const* in, int32_t nbInputs, nvinfer1::DynamicPluginTensorDesc 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; // IPluginV2 Methods int32_t initialize() noexcept override; void terminate() noexcept override; void destroy() noexcept override; char const* getPluginVersion() const noexcept override; }; class EmbLayerNormVarSeqlenPluginLegacyBaseCreator : public nvinfer1::IPluginCreator { public: EmbLayerNormVarSeqlenPluginLegacyBaseCreator(); char const* getPluginName() const noexcept override; nvinfer1::PluginFieldCollection const* getFieldNames() noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept override; char const* getPluginNamespace() const noexcept override; protected: nvinfer1::PluginFieldCollection mFC; std::vector mPluginAttributes; std::string mNamespace; }; class EmbLayerNormVarSeqlenPluginLegacyHFaceCreator : public EmbLayerNormVarSeqlenPluginLegacyBaseCreator { public: nvinfer1::IPluginV2* createPlugin(char const* name, nvinfer1::PluginFieldCollection const* fc) noexcept override; char const* getPluginVersion() const noexcept override; nvinfer1::IPluginV2* deserializePlugin( char const* name, void const* serialData, size_t serialLength) noexcept override; }; class EmbLayerNormVarSeqlenPluginLegacyMTronCreator : public EmbLayerNormVarSeqlenPluginLegacyBaseCreator { public: nvinfer1::IPluginV2* createPlugin(char const* name, nvinfer1::PluginFieldCollection const* fc) noexcept override; char const* getPluginVersion() const noexcept override; nvinfer1::IPluginV2* deserializePlugin( char const* name, void const* serialData, size_t serialLength) noexcept override; }; } // namespace bert } // namespace plugin } // namespace nvinfer1 #endif // TRT_EMB_LAYER_NORM_VARSEQ_PLUGIN_LEGACY_H