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@ -4,7 +4,7 @@ |
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#include <unordered_map>
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#include <unordered_map>
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#include <chrono>
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#include <chrono>
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#include <iomanip>
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#include <iomanip>
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#include <boost/iterator/transform_iterator.hpp>
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#include <boost/iterator/zip_iterator.hpp>
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#include "src/adapters/CarlAdapter.h"
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#include "src/adapters/CarlAdapter.h"
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#include "src/modelchecker/results/ExplicitQualitativeCheckResult.h"
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#include "src/modelchecker/results/ExplicitQualitativeCheckResult.h"
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@ -45,10 +45,12 @@ namespace storm { |
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stateStack.reserve(this->model.getNumberOfStates()); |
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stateStack.reserve(this->model.getNumberOfStates()); |
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storm::storage::BitVector nondivergentStates(this->model.getNumberOfStates()); |
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storm::storage::BitVector nondivergentStates(this->model.getNumberOfStates()); |
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for (auto const& blockPtr : this->partition.getBlocks()) { |
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uint_fast64_t currentSize = this->partition.size(); |
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for (uint_fast64_t blockIndex = 0; blockIndex < currentSize; ++blockIndex) { |
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auto& block = *this->partition.getBlocks()[blockIndex]; |
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nondivergentStates.clear(); |
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nondivergentStates.clear(); |
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for (auto stateIt = this->partition.begin(*blockPtr), stateIte = this->partition.end(*blockPtr); stateIt != stateIte; ++stateIt) { |
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for (auto stateIt = this->partition.begin(block), stateIte = this->partition.end(block); stateIt != stateIte; ++stateIt) { |
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if (nondivergentStates.get(*stateIt)) { |
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if (nondivergentStates.get(*stateIt)) { |
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continue; |
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continue; |
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} |
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} |
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@ -59,7 +61,7 @@ namespace storm { |
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for (auto const& successor : this->model.getRows(*stateIt)) { |
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for (auto const& successor : this->model.getRows(*stateIt)) { |
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// If there is such a transition, then we can mark all states in the current block that can
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// If there is such a transition, then we can mark all states in the current block that can
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// reach the state as non-divergent.
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// reach the state as non-divergent.
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if (this->partition.getBlock(successor.getColumn()) != *blockPtr) { |
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if (this->partition.getBlock(successor.getColumn()) != block) { |
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isDirectlyNonDivergent = true; |
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isDirectlyNonDivergent = true; |
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break; |
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break; |
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} |
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} |
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@ -74,7 +76,7 @@ namespace storm { |
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nondivergentStates.set(currentState); |
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nondivergentStates.set(currentState); |
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for (auto const& predecessor : this->backwardTransitions.getRow(currentState)) { |
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for (auto const& predecessor : this->backwardTransitions.getRow(currentState)) { |
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if (this->partition.getBlock(predecessor.getColumn()) == *blockPtr && !nondivergentStates.get(predecessor.getColumn())) { |
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if (this->partition.getBlock(predecessor.getColumn()) == block && !nondivergentStates.get(predecessor.getColumn())) { |
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stateStack.push_back(predecessor.getColumn()); |
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stateStack.push_back(predecessor.getColumn()); |
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} |
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} |
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} |
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} |
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@ -82,18 +84,17 @@ namespace storm { |
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} |
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} |
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} |
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} |
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if (nondivergentStates.getNumberOfSetBits() > 0 && nondivergentStates.getNumberOfSetBits() != blockPtr->getNumberOfStates()) { |
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if (!nondivergentStates.empty() && nondivergentStates.getNumberOfSetBits() != block.getNumberOfStates()) { |
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// After performing the split, the current block will contain the divergent states only.
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// After performing the split, the current block will contain the divergent states only.
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this->partition.splitStates(*blockPtr, nondivergentStates); |
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this->partition.splitStates(block, nondivergentStates); |
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// Since the remaining states in the block are divergent, we can mark the block as absorbing.
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// Since the remaining states in the block are divergent, we can mark the block as absorbing.
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// This also guarantees that the self-loop will be added to the state of the quotient
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// This also guarantees that the self-loop will be added to the state of the quotient
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// representing this block of states.
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// representing this block of states.
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blockPtr->data().setAbsorbing(true); |
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} else if (nondivergentStates.getNumberOfSetBits() == 0) { |
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block.data().setAbsorbing(true); |
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} else if (nondivergentStates.empty()) { |
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// If there are only diverging states in the block, we need to make it absorbing.
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// If there are only diverging states in the block, we need to make it absorbing.
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blockPtr->data().setAbsorbing(true); |
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block.data().setAbsorbing(true); |
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} |
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} |
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} |
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} |
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} |
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} |
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@ -147,13 +148,18 @@ namespace storm { |
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return this->comparator.isOne(silentProbabilities[state]); |
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return this->comparator.isOne(silentProbabilities[state]); |
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} |
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} |
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template<typename ModelType> |
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bool DeterministicModelBisimulationDecomposition<ModelType>::hasNonZeroSilentProbability(storm::storage::sparse::state_type const& state) const { |
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return !this->comparator.isZero(silentProbabilities[state]); |
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} |
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template<typename ModelType> |
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template<typename ModelType> |
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typename DeterministicModelBisimulationDecomposition<ModelType>::ValueType DeterministicModelBisimulationDecomposition<ModelType>::getSilentProbability(storm::storage::sparse::state_type const& state) const { |
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typename DeterministicModelBisimulationDecomposition<ModelType>::ValueType DeterministicModelBisimulationDecomposition<ModelType>::getSilentProbability(storm::storage::sparse::state_type const& state) const { |
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return silentProbabilities[state]; |
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return silentProbabilities[state]; |
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} |
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} |
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template<typename ModelType> |
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template<typename ModelType> |
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void DeterministicModelBisimulationDecomposition<ModelType>::refinePredecessorBlocksOfSplitter(std::list<Block<BlockDataType>*>& predecessorBlocks, std::deque<bisimulation::Block<BlockDataType>*>& splitterQueue) { |
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void DeterministicModelBisimulationDecomposition<ModelType>::refinePredecessorBlocksOfSplitterStrong(std::list<Block<BlockDataType>*> const& predecessorBlocks, std::deque<bisimulation::Block<BlockDataType>*>& splitterQueue) { |
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for (auto block : predecessorBlocks) { |
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for (auto block : predecessorBlocks) { |
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// Depending on the actions we need to take, the block to refine changes, so we need to keep track of it.
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// Depending on the actions we need to take, the block to refine changes, so we need to keep track of it.
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Block<BlockDataType>* blockToRefineProbabilistically = block; |
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Block<BlockDataType>* blockToRefineProbabilistically = block; |
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@ -161,9 +167,8 @@ namespace storm { |
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bool split = false; |
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bool split = false; |
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// If the new begin index has shifted to a non-trivial position, we need to split the block.
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// If the new begin index has shifted to a non-trivial position, we need to split the block.
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if (block->getBeginIndex() != block->data().marker1() && block->getEndIndex() != block->data().marker1()) { |
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if (block->getBeginIndex() != block->data().marker1() && block->getEndIndex() != block->data().marker1()) { |
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auto result = this->partition.splitBlock(*block, block->data().marker1()); |
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STORM_LOG_ASSERT(result.second, "Expected to split block, but that did not happen."); |
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split = true; |
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split = true; |
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this->partition.splitBlock(*block, block->data().marker1()); |
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blockToRefineProbabilistically = block->getPreviousBlockPointer(); |
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blockToRefineProbabilistically = block->getPreviousBlockPointer(); |
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} |
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} |
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@ -279,6 +284,169 @@ namespace storm { |
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splitter.data().setMarker2(splitter.getBeginIndex()); |
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splitter.data().setMarker2(splitter.getBeginIndex()); |
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} |
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} |
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template<typename ModelType> |
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void DeterministicModelBisimulationDecomposition<ModelType>::updateSilentProbabilitiesBasedOnProbabilitiesToSplitter(bisimulation::Block<BlockDataType>& block) { |
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// For all states that do not have a successor in the block itself, we need to set the silent probability to 0.
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std::for_each(silentProbabilities.begin() + block.data().marker1(), silentProbabilities.begin() + block.getEndIndex(), [] (ValueType& val) { val = storm::utility::zero<ValueType>(); } ); |
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// For all states that do have a successor in the block, we set the silent probability to the probability
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// stored in the vector of probabilities going to the splitter.
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auto it = boost::make_zip_iterator(boost::make_tuple(silentProbabilities.begin() + block.getBeginIndex(), probabilitiesToCurrentSplitter.begin() + block.getBeginIndex())); |
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auto ite = boost::make_zip_iterator(boost::make_tuple(silentProbabilities.begin() + block.data().marker1(), probabilitiesToCurrentSplitter.begin() + block.data().marker1())); |
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std::for_each(it, ite, [] (boost::tuple<ValueType&, ValueType&> const& tuple) { boost::get<0>(tuple) = boost::get<1>(tuple); } ); |
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} |
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template<typename ModelType> |
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void DeterministicModelBisimulationDecomposition<ModelType>::updateSilentProbabilitiesBasedOnTransitions(bisimulation::Block<BlockDataType>& block) { |
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for (auto stateIt = this->partition.begin(block), stateIte = this->partition.end(block); stateIt != stateIte; ++stateIt) { |
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if (hasNonZeroSilentProbability(*stateIt)) { |
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ValueType newSilentProbability = storm::utility::zero<ValueType>(); |
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for (auto const& successorEntry : this->model.getTransitionMatrix().getRow(*stateIt)) { |
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if (this->partition.getBlock(successorEntry.getColumn()) == block) { |
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newSilentProbability += successorEntry.getValue(); |
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} |
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} |
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silentProbabilities[*stateIt] = newSilentProbability; |
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} |
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} |
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} |
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template<typename ModelType> |
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void DeterministicModelBisimulationDecomposition<ModelType>::computeConditionalProbabilitiesForNonSilentStates(bisimulation::Block<BlockDataType>& block) { |
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auto it = boost::make_zip_iterator(boost::make_tuple(silentProbabilities.begin() + block.getBeginIndex(), probabilitiesToCurrentSplitter.begin() + block.getBeginIndex())); |
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auto ite = boost::make_zip_iterator(boost::make_tuple(silentProbabilities.begin() + block.data().marker1(), probabilitiesToCurrentSplitter.begin() + block.data().marker1())); |
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std::for_each(it, ite, [this] (boost::tuple<ValueType&, ValueType&> const& tuple) { |
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if (!this->comparator.isZero(boost::get<0>(tuple))) { |
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boost::get<1>(tuple) /= storm::utility::one<ValueType>() - boost::get<0>(tuple); |
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} |
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} ); |
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} |
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template<typename ModelType> |
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std::vector<uint_fast64_t> DeterministicModelBisimulationDecomposition<ModelType>::computeNonSilentBlocks(bisimulation::Block<BlockDataType>& block) { |
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auto less = [this] (storm::storage::sparse::state_type state1, storm::storage::sparse::state_type state2) { return probabilitiesToCurrentSplitter[state1] < probabilitiesToCurrentSplitter[state2]; }; |
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this->partition.sortRange(block.getBeginIndex(), block.data().marker1(), less); |
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return this->partition.computeRangesOfEqualValue(block.getBeginIndex(), block.data().marker1(), less); |
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} |
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template<typename ModelType> |
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std::vector<storm::storage::BitVector> DeterministicModelBisimulationDecomposition<ModelType>::computeWeakStateLabelingBasedOnNonSilentBlocks(bisimulation::Block<BlockDataType> const& block, std::vector<uint_fast64_t> const& nonSilentBlockIndices) { |
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// Now that we have the split points of the non-silent states, we perform a backward search from
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// each non-silent state and label the predecessors with the class of the non-silent state.
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std::vector<storm::storage::BitVector> stateLabels(block.getNumberOfStates(), storm::storage::BitVector(nonSilentBlockIndices.size() - 1)); |
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std::cout << "creating " << block.getNumberOfStates() << " labels " << std::endl; |
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std::vector<storm::storage::sparse::state_type> stateStack; |
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stateStack.reserve(block.getNumberOfStates()); |
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for (uint_fast64_t stateClassIndex = 0; stateClassIndex < nonSilentBlockIndices.size() - 1; ++stateClassIndex) { |
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for (auto stateIt = this->partition.begin() + nonSilentBlockIndices[stateClassIndex], stateIte = this->partition.begin() + nonSilentBlockIndices[stateClassIndex + 1]; stateIt != stateIte; ++stateIt) { |
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std::cout << "moving backward from state " << *stateIt << std::endl; |
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stateStack.push_back(*stateIt); |
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stateLabels[this->partition.getPosition(*stateIt) - block.getBeginIndex()].set(stateClassIndex); |
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while (!stateStack.empty()) { |
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storm::storage::sparse::state_type currentState = stateStack.back(); |
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stateStack.pop_back(); |
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for (auto const& predecessorEntry : this->backwardTransitions.getRow(currentState)) { |
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storm::storage::sparse::state_type predecessor = predecessorEntry.getColumn(); |
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std::cout << " found pred " << predecessor << " with value " << predecessorEntry.getValue() << std::endl; |
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if (this->comparator.isZero(predecessorEntry.getValue())) { |
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continue; |
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} |
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// Only if the state is in the same block, is a silent state and it has not yet been
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// labeled with the current label.
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std::cout << "pred is at " << this->partition.getPosition(predecessor) << std::endl; |
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std::cout << "begin of block " << block.getBeginIndex() << std::endl; |
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std::cout << "accessing index " << (this->partition.getPosition(predecessor) - block.getBeginIndex()) << " of " << stateLabels.size() << std::endl; |
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std::cout << predecessor << " is in the same block as " << block.getId() << " ? " << (this->partition.getBlock(predecessor) == block) << std::endl; |
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// std::cout << isSilent(predecessor) << ", " << stateLabels[this->partition.getPosition(predecessor) - block.getBeginIndex()].get(stateClassIndex) << std::endl;
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if (this->partition.getBlock(predecessor) == block && isSilent(predecessor) && !stateLabels[this->partition.getPosition(predecessor) - block.getBeginIndex()].get(stateClassIndex)) { |
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std::cout << "assigning label " << stateClassIndex << std::endl; |
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stateStack.push_back(predecessor); |
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stateLabels[this->partition.getPosition(predecessor) - block.getBeginIndex()].set(stateClassIndex); |
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} |
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} |
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} |
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} |
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} |
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return stateLabels; |
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} |
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template<typename ModelType> |
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void DeterministicModelBisimulationDecomposition<ModelType>::refinePredecessorBlockOfSplitterWeak(bisimulation::Block<BlockDataType>& block, std::deque<bisimulation::Block<BlockDataType>*>& splitterQueue) { |
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computeConditionalProbabilitiesForNonSilentStates(block); |
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// First, we need to compute a labeling of the states that expresses which of the non-silent blocks they can reach.
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std::vector<uint_fast64_t> nonSilentBlockIndices = computeNonSilentBlocks(block); |
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std::cout << "indices: " << std::endl; |
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for (auto el : nonSilentBlockIndices) { |
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std::cout << el << std::endl; |
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} |
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for (int ind = 0; ind < nonSilentBlockIndices.size() - 1; ++ind) { |
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for (int inner = nonSilentBlockIndices[ind]; inner < nonSilentBlockIndices[ind + 1]; ++inner) { |
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std::cout << this->partition.getState(inner) << " is in class " << ind << std::endl; |
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} |
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} |
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std::vector<storm::storage::BitVector> weakStateLabels = computeWeakStateLabelingBasedOnNonSilentBlocks(block, nonSilentBlockIndices); |
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std::cout << "labels: " << std::endl; |
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for (auto el : weakStateLabels) { |
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std::cout << el << std::endl; |
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} |
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// Then split the block according to this labeling.
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// CAUTION: that this assumes that the positions of the states in the partition are not update until after
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// the sorting is over. Otherwise, this interferes with the data used in the sorting process.
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storm::storage::sparse::state_type originalBlockIndex = block.getBeginIndex(); |
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auto result = this->partition.splitBlock(block, |
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[&weakStateLabels,&block,originalBlockIndex,this] (storm::storage::sparse::state_type state1, storm::storage::sparse::state_type state2) { |
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std::cout << "comparing states " << state1 << " and " << state2 << std::endl; |
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std::cout << (this->partition.getPosition(state1) - originalBlockIndex) << " and " << (this->partition.getPosition(state2) - originalBlockIndex) << std::endl; |
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std::cout << "size: " << weakStateLabels.size() << std::endl; |
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std::cout << "begin is " << block.getBeginIndex() << std::endl; |
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std::cout << "orig begin " << originalBlockIndex << std::endl; |
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return weakStateLabels[this->partition.getPosition(state1) - originalBlockIndex] < weakStateLabels[this->partition.getPosition(state2) - originalBlockIndex]; |
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}, |
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[this, &splitterQueue] (bisimulation::Block<BlockDataType>& block) { |
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updateSilentProbabilitiesBasedOnTransitions(block); |
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// Insert the new block as a splitter.
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block.data().setSplitter(); |
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splitterQueue.emplace_back(&block); |
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}); |
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// If the block was split, we also update the silent probabilities of the
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if (result) { |
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updateSilentProbabilitiesBasedOnTransitions(block); |
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// Insert the new block as a splitter.
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block.data().setSplitter(); |
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splitterQueue.emplace_back(&block); |
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} else { |
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block.resetMarkers(); |
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} |
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} |
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template<typename ModelType> |
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void DeterministicModelBisimulationDecomposition<ModelType>::refinePredecessorBlocksOfSplitterWeak(bisimulation::Block<BlockDataType>& splitter, std::list<bisimulation::Block<BlockDataType>*> const& predecessorBlocks, std::deque<bisimulation::Block<BlockDataType>*>& splitterQueue) { |
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for (auto block : predecessorBlocks) { |
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std::cout << "found predecessor block " << block->getId() << std::endl; |
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if (*block != splitter) { |
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refinePredecessorBlockOfSplitterWeak(*block, splitterQueue); |
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} else { |
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// If the block to split is the splitter itself, we must not do any splitting here.
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block->resetMarkers(); |
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} |
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block->data().setNeedsRefinement(false); |
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} |
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} |
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template<typename ModelType> |
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template<typename ModelType> |
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void DeterministicModelBisimulationDecomposition<ModelType>::refinePartitionBasedOnSplitter(bisimulation::Block<BlockDataType>& splitter, std::deque<bisimulation::Block<BlockDataType>*>& splitterQueue) { |
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void DeterministicModelBisimulationDecomposition<ModelType>::refinePartitionBasedOnSplitter(bisimulation::Block<BlockDataType>& splitter, std::deque<bisimulation::Block<BlockDataType>*>& splitterQueue) { |
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// The outline of the refinement is as follows.
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// The outline of the refinement is as follows.
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@ -297,10 +465,11 @@ namespace storm { |
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// Finally, we use the information obtained in the first part for the actual splitting process in which all
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// Finally, we use the information obtained in the first part for the actual splitting process in which all
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// predecessor blocks of the splitter are split based on the probabilities computed earlier.
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// predecessor blocks of the splitter are split based on the probabilities computed earlier.
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// (1)
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std::list<Block<BlockDataType>*> predecessorBlocks; |
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std::cout << "current partition is" << std::endl; |
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this->partition.print(); |
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std::cout << "refining using splitter " << splitter.getId() << std::endl; |
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// (2)
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std::list<Block<BlockDataType>*> predecessorBlocks; |
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storm::storage::sparse::state_type currentPosition = splitter.getBeginIndex(); |
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storm::storage::sparse::state_type currentPosition = splitter.getBeginIndex(); |
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bool splitterIsPredecessorBlock = false; |
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bool splitterIsPredecessorBlock = false; |
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for (auto splitterIt = this->partition.begin(splitter), splitterIte = this->partition.end(splitter); splitterIt != splitterIte; ++splitterIt, ++currentPosition) { |
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for (auto splitterIt = this->partition.begin(splitter), splitterIte = this->partition.end(splitter); splitterIt != splitterIte; ++splitterIt, ++currentPosition) { |
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@ -352,9 +521,15 @@ namespace storm { |
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// Finally, we split the block based on the precomputed probabilities and the chosen bisimulation type.
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// Finally, we split the block based on the precomputed probabilities and the chosen bisimulation type.
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if (this->options.type == BisimulationType::Strong || this->model.getType() == storm::models::ModelType::Ctmc) { |
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if (this->options.type == BisimulationType::Strong || this->model.getType() == storm::models::ModelType::Ctmc) { |
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refinePredecessorBlocksOfSplitter(predecessorBlocks, splitterQueue); |
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refinePredecessorBlocksOfSplitterStrong(predecessorBlocks, splitterQueue); |
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} else { |
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} else { |
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assert(false); |
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// If the splitter is a predecessor of we can use the computed probabilities to update the silent
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// probabilities.
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if (splitterIsPredecessorBlock) { |
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updateSilentProbabilitiesBasedOnProbabilitiesToSplitter(splitter); |
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} |
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refinePredecessorBlocksOfSplitterWeak(splitter, predecessorBlocks, splitterQueue); |
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} |
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} |
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} |
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} |
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