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587d063e6d
* Update TensorRT-LLM --------- Co-authored-by: Shixiaowei02 <39303645+Shixiaowei02@users.noreply.github.com>
80 lines
2.7 KiB
C++
80 lines
2.7 KiB
C++
/*
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* Copyright (c) 2022-2023, NVIDIA CORPORATION. All rights reserved.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#pragma once
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#include "tensorrt_llm/common/cudaUtils.h"
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#include "tensorrt_llm/runtime/common.h"
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#include "tensorrt_llm/runtime/iTensor.h"
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#include "tensorrt_llm/runtime/promptTuningParams.h"
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#include <optional>
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#include <utility>
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namespace tensorrt_llm::runtime
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{
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template <typename TTensor, typename PromptTuningParams>
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class GenericGenerationInput
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{
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public:
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using TensorPtr = TTensor;
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explicit GenericGenerationInput(
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SizeType const endId, SizeType const padId, TensorPtr ids, TensorPtr lengths, bool packed = false)
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: endId{endId}
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, padId{padId}
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, ids{std::move(ids)}
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, lengths{std::move(lengths)}
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, packed{packed}
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, maxNewTokens(std::nullopt)
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{
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TLLM_CHECK_WITH_INFO(static_cast<bool>(this->ids), "Invalid ids tensor");
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TLLM_CHECK_WITH_INFO(static_cast<bool>(this->lengths), "Invalid lengths tensor");
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}
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// mandatory parameters
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SizeType endId;
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SizeType padId;
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TensorPtr ids; // [1, packedLength] or [batchSize, maxInputLength], on gpu
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TensorPtr lengths; // [batchSize], on gpu
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bool packed; // indicates if ids are packed or padded to maxInputLength
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// optional parameters
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TensorPtr embeddingBias; // [vocabSizePadded], on gpu
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TensorPtr badWordsList; // [2, badWordsLength] or [batchSize, 2, badWordsLength], on gpu
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TensorPtr stopWordsList; // [batchSize, 2, stopWordsLength], on gpu
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std::optional<SizeType> maxNewTokens; // max number of tokens to generate
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// Ptuning parameters
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PromptTuningParams promptTuningParams; // See promptTuningParams.h for expected shapes
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};
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class GenerationInput : public GenericGenerationInput<ITensor::SharedPtr, PromptTuningParams>
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{
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public:
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using Base = GenericGenerationInput<ITensor::SharedPtr, PromptTuningParams>;
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using TensorPtr = Base::TensorPtr;
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explicit GenerationInput(
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SizeType const endId, SizeType const padId, TensorPtr ids, TensorPtr lengths, bool packed = false)
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: GenericGenerationInput(endId, padId, std::move(ids), std::move(lengths), packed)
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{
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}
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};
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} // namespace tensorrt_llm::runtime
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