TensorRT-LLMs/cpp/tensorrt_llm/kernels/penaltyKernels.h
2025-10-27 13:12:31 -04:00

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C++

/*
* Copyright (c) 2020-2024, 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 <cuda_fp16.h>
#include "tensorrt_llm/kernels/decodingCommon.h"
#include "tensorrt_llm/runtime/common.h"
namespace tensorrt_llm::kernels
{
template <typename T>
struct InvokeBatchApplyPenaltyParams
{
T const* const* inputLogits;
T* outputLogits;
T const* biases;
runtime::TokenIdType* penaltyWorkspace;
runtime::TokenIdType const* penaltyWorkspacePrev;
float const* temperatures;
float const* repetitionPenalties;
float const* presencePenalties;
float const* frequencyPenalties;
runtime::SizeType32 const* promptIgnoreLengths;
runtime::SizeType32 batchSize;
runtime::SizeType32 beamWidth;
runtime::SizeType32 maxSeqLen;
runtime::SizeType32 vocabSize;
runtime::SizeType32 vocabSizePadded;
runtime::TokenIdType const** outputIdsPtr;
runtime::SizeType32 const** parentIdsPtr;
runtime::SizeType32 const* inputLengths;
runtime::SizeType32 const* sequenceLengths;
runtime::SizeType32 const* minLengths;
runtime::TokenIdType const* endIds;
runtime::SizeType32 const* batchSlots;
runtime::SizeType32 maxTokensPerStep;
runtime::SizeType32 const* tokensPerStep;
FinishedState const* finished;
cudaStream_t stream;
};
template <typename T>
void invokeBatchApplyPenalty(InvokeBatchApplyPenaltyParams<T> const& params);
} // namespace tensorrt_llm::kernels