/* * 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_QKV_TO_CONTEXT_INTERLEAVED_PLUGIN_H #define TRT_QKV_TO_CONTEXT_INTERLEAVED_PLUGIN_H #include "NvInferPlugin.h" #include "fused_multihead_attention_v2/fused_multihead_attention_v2.h" #include #include #include namespace nvinfer1 { namespace plugin { namespace bert { static constexpr int32_t kSM_XAVIER = 72; static constexpr int32_t kSM_TURING = 75; static constexpr int32_t kSM_AMPERE_100 = 80; static constexpr int32_t kSM_AMPERE_10X = 86; static constexpr int32_t kSM_AMPERE_10B = 87; static constexpr int32_t kSM_ADA_10X = 89; static constexpr int32_t kSM_HOPPER_100 = 90; static constexpr int32_t kSM_BLACKWELL_100 = 100; static constexpr int32_t kSM_BLACKWELL_120 = 120; class QKVToContextInterleavedPlugin : public IPluginV3, public IPluginV3OneCore, public IPluginV3OneBuild, public IPluginV3OneRuntime { public: QKVToContextInterleavedPlugin(std::string const& name, int32_t hiddenSize, int32_t numHeads, float dqProbs, bool useInt8ScaleMax, bool useExplicitInt8, float qkvScale, float ctxScale); // It doesn't make sense to make QKVToContextInterleavedPlugin without arguments, so we // delete default constructor. QKVToContextInterleavedPlugin() = delete; ~QKVToContextInterleavedPlugin() override; // IPluginV3 Methods 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 protected: private: std::string const& mLayerName; std::string mNamespace; int32_t mSM{}; int32_t mHeadSize{}; int32_t mHiddenSize{}; int32_t mNumHeads{}; int32_t mUseInt8ScaleMax{1}; int32_t mUseExplicitInt8{}; FusedMultiHeadAttentionXMMAKernelV2 const* mXmmaKernel; float mDqProbs{}; float mQkvScale{}; float mCtxScale{}; // IPluginV3 serialization related std::vector mDataToSerialize; nvinfer1::PluginFieldCollection mFCToSerialize; }; class QKVToContextInterleavedPluginCreator : public nvinfer1::IPluginCreatorV3One { public: QKVToContextInterleavedPluginCreator(); ~QKVToContextInterleavedPluginCreator() 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_QKV_TO_CONTEXT_INTERLEAVED_PLUGIN_H