TensorRT-LLMs/cpp/tensorrt_llm/runtime/runtimeKernels.h
2023-09-20 00:29:41 -07:00

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2.8 KiB
C++

/*
* Copyright (c) 2019-2023, 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 "tensorrt_llm/runtime/bufferManager.h"
#include "tensorrt_llm/runtime/common.h"
#include "tensorrt_llm/runtime/cudaStream.h"
#include "tensorrt_llm/runtime/iTensor.h"
namespace tensorrt_llm::runtime::kernels
{
template <typename T>
void invokeFill(IBuffer& buffer, T value, CudaStream const& stream);
template <typename T>
void invokeAdd(IBuffer& buffer, T value, CudaStream const& stream);
void invokeTranspose(ITensor& output, ITensor const& input, CudaStream const& stream);
void invokeTransposeWithOutputOffset(
ITensor& output, ITensor const& input, SizeType outputOffset, CudaStream const& stream);
void invokeTransposeWithInputOffset(
ITensor& output, ITensor const& input, SizeType inputOffset, CudaStream const& stream);
void invokeInclusiveSum(IBuffer& output, IBuffer const& input, BufferManager const& manager, CudaStream const& stream);
void invokeBuildTokenMask(
ITensor& tokenMask, ITensor const& inputLengths, SizeType maxInputLength, CudaStream const& stream);
void invokeBuildAttentionMask(ITensor& attentionMask, SizeType padId, CudaStream const& stream);
void invokeExtendAttentionMask(ITensor& newMask, ITensor const& oldMask, CudaStream const& stream);
void invokeCopyInputToOutputTransposed(
ITensor& outputIds, ITensor const& inputIds, ITensor const& inputLengths, SizeType padId, CudaStream const& stream);
void invokeCopyPackedInputToOutputTransposed(ITensor& outputIds, ITensor const& inputIds, ITensor const& inputOffsets,
SizeType maxInputLength, SizeType padId, CudaStream const& stream);
void invokeCopyInputToOutput(
ITensor& outputIds, ITensor const& inputIds, ITensor const& inputLengths, SizeType padId, CudaStream const& stream);
void invokeCopyPackedInputToOutput(ITensor& outputIds, ITensor const& inputIds, ITensor const& inputOffsets,
SizeType maxInputLength, SizeType padId, CudaStream const& stream);
void scatterTensor(ITensor& output, ITensor const& input, SizeType beamWidth, CudaStream const& stream);
void tileTensor(ITensor& output, ITensor const& input, SizeType beamWidth, CudaStream const& stream);
void tileTensorInplace(ITensor& tensor, SizeType beamWidth, CudaStream const& stream);
} // namespace tensorrt_llm::runtime::kernels