mirror of
https://github.com/NVIDIA/TensorRT-LLM.git
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142 lines
4.1 KiB
C++
142 lines
4.1 KiB
C++
/*
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* SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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* SPDX-License-Identifier: Apache-2.0
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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/executor/types.h"
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namespace tensorrt_llm::executor
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{
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/// @brief An interval inclusive on both ends.
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/// A single number interval is represented as [num, num].
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template <typename T>
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struct Interval
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{
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T lowerEnd;
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T upperEnd;
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};
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template <typename T>
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bool operator<(Interval<T> const& a, Interval<T> const& b)
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{
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return a.lowerEnd < b.lowerEnd;
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}
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/// @brief A container to store unique numbers, represented as a vector of ordered and disjoint intervals.
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template <typename NumType>
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class IntervalSet
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{
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public:
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/// @brief Check if the given number is in set.
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bool contains(NumType num) const
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{
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// Binary search
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SizeType32 left = 0;
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SizeType32 right = static_cast<SizeType32>(mIntervals.size()) - 1;
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while (left <= right)
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{
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SizeType32 mid = left + (right - left) / 2;
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if (mIntervals[mid].lowerEnd <= num && num <= mIntervals[mid].upperEnd)
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{
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return true;
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}
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else if (num < mIntervals[mid].lowerEnd)
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{
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right = mid - 1;
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}
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else
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{
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left = mid + 1;
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}
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}
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return false;
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}
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/// @brief Insert a number into set. Do nothing if the number is already in the set.
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void insert(NumType num)
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{
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auto intervalToAdd = Interval<NumType>{num, num};
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if (mIntervals.size() == 0)
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{
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mIntervals.insert(mIntervals.begin(), intervalToAdd);
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mNumElements++;
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return;
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}
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// Iter is the first place in mIntervals such that num <= it.lowerEnd
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auto iter = std::lower_bound(mIntervals.begin(), mIntervals.end(), intervalToAdd);
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bool iterAtBegin = iter == mIntervals.begin();
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bool iterAtEnd = iter == mIntervals.end();
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if ((!iterAtEnd && iter->lowerEnd == num) || (!iterAtBegin && num <= (iter - 1)->upperEnd))
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{
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// Number falls within the current interval or previous interval. No need to add again.
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return;
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}
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if (!iterAtBegin && !iterAtEnd && (iter - 1)->upperEnd + 1 == num && iter->lowerEnd - 1 == num)
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{
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// Merge two adjacent intervals
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(iter - 1)->upperEnd = iter->upperEnd;
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mIntervals.erase(iter);
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}
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else if (!iterAtBegin && (iter - 1)->upperEnd + 1 == num)
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{
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// Number is adjacent to the upper end of the previous interval. Merge left.
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(iter - 1)->upperEnd = num;
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}
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else if (!iterAtEnd && iter->lowerEnd - 1 == num)
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{
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// Number is adjacent to the lower end of the current interval. Merge right.
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iter->lowerEnd = num;
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}
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else
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{
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mIntervals.insert(iter, intervalToAdd);
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}
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mNumElements++;
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}
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/// @brief Clear interval set and reset numElements to 0.
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void clear()
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{
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mIntervals.clear();
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mNumElements = 0;
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}
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/// @brief Return the size of the set.
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SizeType32 getNumElements() const
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{
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return mNumElements;
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}
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/// @brief Return the underlying mIntervals.
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std::vector<Interval<NumType>> const& getIntervals() const
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{
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return mIntervals;
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}
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private:
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std::vector<Interval<NumType>> mIntervals;
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SizeType32 mNumElements{0};
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};
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} // namespace tensorrt_llm::executor
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