mirror of
https://github.com/NVIDIA/TensorRT-LLM.git
synced 2026-01-14 06:27:45 +08:00
db4edea1e1
* Update TensorRT-LLM --------- Co-authored-by: Kota Tsuyuzaki <bloodeagle40234@gmail.com> Co-authored-by: Pzzzzz <hello-cd.plus@hotmail.com> Co-authored-by: Patrick Reiter Horn <patrick.horn@gmail.com>
78 lines
2.6 KiB
C++
78 lines
2.6 KiB
C++
/*
|
|
* Copyright (c) 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 <list>
|
|
#include <unordered_map>
|
|
|
|
#include "tensorrt_llm/runtime/bufferManager.h"
|
|
#include "tensorrt_llm/runtime/iTensor.h"
|
|
|
|
namespace tensorrt_llm::layers
|
|
{
|
|
|
|
//! @brief A helper class for managing key-ngram pool.
|
|
class LookaheadPoolManager
|
|
{
|
|
public:
|
|
using TensorPtr = runtime::ITensor::SharedPtr;
|
|
using TensorConstPtr = runtime::ITensor::SharedConstPtr;
|
|
using Key = runtime::TokenIdType;
|
|
|
|
LookaheadPoolManager(runtime::SizeType32 maxG)
|
|
: mGuessSetSizeMax(maxG)
|
|
{
|
|
}
|
|
|
|
//! @brief setup runtime resource
|
|
//! @param guessSetSize the runtime guessSetSize.
|
|
void setup(runtime::SizeType32 guessSetSize);
|
|
|
|
//! @brief fill token map from accepted tokens, including prompt.
|
|
//! @param prompt the user input prompt, [length] on cpu
|
|
//! @param level the n-gram length
|
|
void accept(TensorConstPtr const& prompt, runtime::SizeType32 level);
|
|
|
|
//! @brief get a list of guess tokens
|
|
//! @param lastToken the newest golden token
|
|
//! @param guessSize at most guessSize candidates returned
|
|
//! @return the list guess tokens, with list size <= guessSize
|
|
std::list<TensorConstPtr> guess(Key lastToken, runtime::SizeType32 guessSize) const;
|
|
|
|
//! @brief update token map with new generated tokens
|
|
//! @param keyTokens the new shifted out tokens from each window, as the key, [window] on cpu
|
|
//! @param ngramTokens the new shifted lookahead window, as the ngrams, [window, ngramLen] on cpu
|
|
void update(TensorConstPtr const& keyTokens, TensorConstPtr const& ngramTokens);
|
|
|
|
std::unordered_map<Key, std::list<TensorConstPtr>> const& getMap() const
|
|
{
|
|
return mTokenMap;
|
|
}
|
|
|
|
private:
|
|
void insertOne(Key key, TensorConstPtr const& ngram);
|
|
|
|
private:
|
|
//! @brief the token map with token as key and list of n-gram as value
|
|
std::unordered_map<Key, std::list<TensorConstPtr>> mTokenMap;
|
|
//! @brief guess set size, -1 for infinite size
|
|
runtime::SizeType32 const mGuessSetSizeMax;
|
|
runtime::SizeType32 mGuessSetSize;
|
|
};
|
|
|
|
} // namespace tensorrt_llm::layers
|