/* * 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_SKIP_LAYER_NORM_INTERLEAVED_PLUGIN_H #define TRT_SKIP_LAYER_NORM_INTERLEAVED_PLUGIN_H #include "NvInferPlugin.h" #include #include "common/bertCommon.h" #include #include #include namespace nvinfer1 { namespace plugin { namespace bert { int32_t launch_small_hface(cudaStream_t stream, int32_t const ld, int32_t const total, int8_t const* input, int8_t const* skip, half const* beta, half const* gamma, int8_t* output, float const dqScaleIn, float const dqScaleSkip, float const qScale); int32_t launch_large_hface(cudaStream_t stream, int32_t const ld, int32_t const total, int8_t const* input, int8_t const* skip, half const* beta, half const* gamma, int8_t* output, float const dqScaleIn, float const dqScaleSkip, float const qScale); int32_t launch_small_mtron(cudaStream_t stream, int32_t const ld, int32_t const total, int8_t const* input, int8_t const* skip, half const* beta, half const* gamma, int8_t* output, int8_t* preln, float const dqScaleIn, float const dqScaleSkip, float const qScale, float const qSkipScale); int32_t launch_large_mtron(cudaStream_t stream, int32_t const ld, int32_t const total, int8_t const* input, int8_t const* skip, half const* beta, half const* gamma, int8_t* output, int8_t* preln, float const dqScaleIn, float const dqScaleSkip, float const qScale, float const qSkipScale); class SkipLayerNormInterleavedPluginBase : public IPluginV3, public IPluginV3OneCore, public IPluginV3OneBuild, public IPluginV3OneRuntime { public: SkipLayerNormInterleavedPluginBase( std::string const& name, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma); // It doesn't make sense to make SkipLayerNormInterleavedPlugin without // arguments, so we delete default constructor. SkipLayerNormInterleavedPluginBase() = delete; ~SkipLayerNormInterleavedPluginBase() 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; // end of IPluginV3OneCore Methods // IPluginV3Build Methods 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 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 protected: // metadata fields std::string const& mLayerName; std::string mNamespace; std::vector mDataToSerialize; nvinfer1::PluginFieldCollection mFCToSerialize; // members that participate in ser/deserialization bert::WeightsWithOwnership mGamma; bert::WeightsWithOwnership mBeta; // device-side bert::cuda_unique_ptr mGammaDev; bert::cuda_unique_ptr mBetaDev; // derived members size_t mLd{}; // leading dim size_t mParamWordsize{}; bool mParamsOnDevice{}; }; class SkipLayerNormInterleavedPluginHFace : public SkipLayerNormInterleavedPluginBase { public: SkipLayerNormInterleavedPluginHFace( std::string const& name, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma); // It doesn't make sense to make SkipLayerNormInterleavedPlugin without // arguments, so we delete default constructor. SkipLayerNormInterleavedPluginHFace() = delete; ~SkipLayerNormInterleavedPluginHFace() override; // IPluginV3Runtime overrides IPluginV3* clone() 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; // IPluginV3OneCore override char const* getPluginVersion() const noexcept override; // IPluginV3OneBuild override int32_t getNbOutputs() const noexcept override; }; class SkipLayerNormInterleavedPluginMTron : public SkipLayerNormInterleavedPluginBase { public: SkipLayerNormInterleavedPluginMTron( std::string const& name, nvinfer1::Weights const& beta, nvinfer1::Weights const& gamma); // It doesn't make sense to make SkipLayerNormInterleavedPlugin without // arguments, so we delete default constructor. SkipLayerNormInterleavedPluginMTron() = delete; ~SkipLayerNormInterleavedPluginMTron() override; // IPluginV3Runtime overrides IPluginV3* clone() 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; // IPluginV3OneCore override char const* getPluginVersion() const noexcept override; // IPluginV3OneBuild override int32_t getNbOutputs() const noexcept override; }; class SkipLayerNormInterleavedPluginBaseCreator : public nvinfer1::IPluginCreatorV3One { public: SkipLayerNormInterleavedPluginBaseCreator(); ~SkipLayerNormInterleavedPluginBaseCreator() override = default; char const* getPluginName() const noexcept override; nvinfer1::PluginFieldCollection const* getFieldNames() noexcept override; void setPluginNamespace(char const* pluginNamespace) noexcept; char const* getPluginNamespace() const noexcept override; private: nvinfer1::PluginFieldCollection mFC; std::vector mPluginAttributes; std::string mNamespace; }; class SkipLayerNormInterleavedPluginHFaceCreator : public SkipLayerNormInterleavedPluginBaseCreator { public: SkipLayerNormInterleavedPluginHFaceCreator(); ~SkipLayerNormInterleavedPluginHFaceCreator() override = default; char const* getPluginVersion() const noexcept override; IPluginV3* createPlugin(char const* name, PluginFieldCollection const* fc, TensorRTPhase phase) noexcept override; }; class SkipLayerNormInterleavedPluginMTronCreator : public SkipLayerNormInterleavedPluginBaseCreator { public: SkipLayerNormInterleavedPluginMTronCreator(); ~SkipLayerNormInterleavedPluginMTronCreator() override = default; char const* getPluginVersion() const noexcept override; IPluginV3* createPlugin(char const* name, PluginFieldCollection const* fc, TensorRTPhase phase) noexcept override; }; } // namespace bert } // namespace plugin } // namespace nvinfer1 #endif // TRT_SKIP_LAYER_NORM_INTERLEAVED_PLUGIN_H