/* * Copyright (c) 2020-2023, NVIDIA CORPORATION. All rights reserved. * * 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. */ #pragma once #include #include #include "tensorrt_llm/common/cudaDriverWrapper.h" #include "tensorrt_llm/kernels/decoderMaskedMultiheadAttention/decoderXQAImpl.h" namespace tensorrt_llm { namespace kernels { namespace jit { class CubinObj { public: // Default constructor constructs an empty unusable CubinObj instance. CubinObj() = default; // Constructs from raw cubin content. explicit CubinObj(std::string const& content); // Deserializes from a serialization buffer. CubinObj(void const* buffer, size_t buffer_size); CubinObj(CubinObj const& other); CubinObj& operator=(CubinObj const& other); // CubinObj can be move-constructed/assigned. CubinObj(CubinObj&& other); CubinObj& operator=(CubinObj&& other); ~CubinObj(); // Should be called at least once before calling launch(). void initialize(); void launch(dim3 gridDim, dim3 blockDim, CUstream hStream, void** kernelParams) const; // It is safe to call getSerializeSize()/serialize() before calling initialize(). size_t getSerializationSize() const noexcept; void serialize(void* buffer, size_t buffer_size) const noexcept; bool isInitialized() const { return mInitialized; } [[nodiscard]] XQAKernelType getKernelType() const { return mKernelType; } private: [[nodiscard]] CUfunction kernel() const { return reinterpret_cast(mKernel); } static constexpr char const* kFuncName = "kernel_mha"; static constexpr char const* kSmemName = "smemSize"; static constexpr char const* kKernelTypeName = "kernelType"; // Constructors should populate mContent. std::string mContent; // Fields below are undefined prior to initialize() call. bool mInitialized; std::shared_ptr mDriver; CUlibrary mLibrary; CUkernel mKernel; unsigned int mSharedMemBytes; XQAKernelType mKernelType; }; } // namespace jit } // namespace kernels } // namespace tensorrt_llm