/* * 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 SkipLayerNormPluginV3 : public IPluginV3, public IPluginV3OneCore, public IPluginV3OneBuild, public IPluginV3OneRuntime { public: SkipLayerNormPluginV3(const std::string name, const nvinfer1::DataType type, int32_t const ld, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma, nvinfer1::Weights const& bias); // It doesn't make sense to make SkipLayerNormPluginV3 without arguments, // so we delete default constructor. SkipLayerNormPluginV3() = delete; ~SkipLayerNormPluginV3() override; // IPluginV3 Methods IPluginCapability* getCapabilityInterface(PluginCapabilityType type) noexcept override; IPluginV3* clone() noexcept override; // end of IPluginV3 Methods // IPluginV3OneCore Methods char const* getPluginName() const noexcept override; char const* getPluginVersion() const noexcept override; char const* getPluginNamespace() const noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept; // end of IPluginV3OneCore Methods // IPluginV3Build Methods int32_t getNbOutputs() const noexcept override; bool supportsFormatCombination( int32_t pos, DynamicPluginTensorDesc const* inOut, int32_t nbInputs, int32_t nbOutputs) 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; 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; // end IPluginV3Build Methods // IPluginV3Runtime Methods 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; int32_t onShapeChange( PluginTensorDesc const* in, int32_t nbInputs, PluginTensorDesc const* out, int32_t nbOutputs) noexcept override; IPluginV3* attachToContext(IPluginResourceContext* context) noexcept override; PluginFieldCollection const* getFieldsToSerialize() noexcept override; // end IPluginV3Runtime Methods private: // metadata const std::string mLayerName; std::string mNamespace; // members that participate in ser/deserialization bert::WeightsWithOwnership mGamma; bert::WeightsWithOwnership mBeta; bert::WeightsWithOwnership mBias; nvinfer1::DataType mType; nvinfer1::DataType mCfgType; int32_t mLd{}; // leading dim bool mHasBias{}; // device-side bert::cuda_unique_ptr mGammaDev; bert::cuda_unique_ptr mBetaDev; bert::cuda_unique_ptr mBiasDev; // derived member from mCfgType size_t mParamWordsize{}; // serialization data structures std::vector mDataToSerialize; nvinfer1::PluginFieldCollection mFCToSerialize; }; class SkipLayerNormPluginV3Creator : public nvinfer1::IPluginCreatorV3One { public: SkipLayerNormPluginV3Creator(); ~SkipLayerNormPluginV3Creator() 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* libNamespace) noexcept; char const* getPluginNamespace() const noexcept override; private: PluginFieldCollection mFC; std::vector mPluginAttributes; std::string mNamespace; }; class SkipLayerNormVarSeqlenPluginV3 : public IPluginV3, public IPluginV3OneCore, public IPluginV3OneBuild, public IPluginV3OneRuntime { public: SkipLayerNormVarSeqlenPluginV3(const std::string name, const nvinfer1::DataType type, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma, nvinfer1::Weights const& bias); SkipLayerNormVarSeqlenPluginV3(const std::string name, void const* data, size_t length); // It doesn't make sense to make SkipLayerNormVarSeqlenPluginV3 without // arguments, so we delete default constructor. SkipLayerNormVarSeqlenPluginV3() = delete; ~SkipLayerNormVarSeqlenPluginV3() override; // IPluginV3 Methods IPluginCapability* getCapabilityInterface(PluginCapabilityType type) noexcept override; IPluginV3* clone() noexcept override; // end of IPluginV3 Methods // IPluginV3OneCore Methods char const* getPluginName() const noexcept override; char const* getPluginVersion() const noexcept override; char const* getPluginNamespace() const noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept; // end of IPluginV3OneCore Methods // IPluginV3Build Methods int32_t getNbOutputs() const noexcept override; bool supportsFormatCombination( int32_t pos, DynamicPluginTensorDesc const* inOut, int32_t nbInputs, int32_t nbOutputs) 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; 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; // end IPluginV3Build Methods // IPluginV3Runtime Methods 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; int32_t onShapeChange( PluginTensorDesc const* in, int32_t nbInputs, PluginTensorDesc const* out, int32_t nbOutputs) noexcept override; IPluginV3* attachToContext(IPluginResourceContext* context) noexcept override; PluginFieldCollection const* getFieldsToSerialize() noexcept override; // end IPluginV3Runtime Methods private: const std::string mLayerName; std::string mNamespace; bert::cuda_unique_ptr mGammaDev; bert::cuda_unique_ptr mBetaDev; int32_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{}; std::vector mDataToSerialize; nvinfer1::PluginFieldCollection mFCToSerialize; }; class SkipLayerNormVarSeqlenPluginV3Creator : public nvinfer1::IPluginCreatorV3One { public: SkipLayerNormVarSeqlenPluginV3Creator(); ~SkipLayerNormVarSeqlenPluginV3Creator() override = default; char const* getPluginName() const noexcept override; char const* getPluginVersion() const noexcept override; PluginFieldCollection const* getFieldNames() noexcept override; IPluginV3* createPlugin(char const* name, PluginFieldCollection const* fc, TensorRTPhase phase) noexcept override; void setPluginNamespace(char const* libNamespace) 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_SKIP_LAYER_NORM_PLUGIN_H #endif // CUDA_VERSION >= 10010