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making quasilinear complexity implementation linear #3605

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making quasilinear complexity implementation linear #3605

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13 changes: 8 additions & 5 deletions Source/CNTKv2LibraryDll/API/Internals/ComputationGraphAlgorithms.h
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Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,9 @@
#include <map>
#include <functional>
#include <memory>
#include <unordered_map>
#include <unordered_set>


//
// Header only algorithms for working with execution graphs.
Expand Down Expand Up @@ -139,7 +142,7 @@ namespace CNTK
// collected nodes.
//
template<class TNode>
static void PostOrderTraversalImpl(const DirectedGraph<TNode>& graph, const TNode& node, std::set<TNode>& visited, std::list<TNode>& result)
static void PostOrderTraversalImpl(const DirectedGraph<TNode>& graph, const TNode& node, std::unordered_set<TNode>& visited, std::list<TNode>& result)
{
if (visited.find(node) != visited.end())
return;
Expand Down Expand Up @@ -175,7 +178,7 @@ namespace CNTK
const TNode& node,
std::stack<TNode>& nodeStack,
int& index,
std::map<TNode, Internal::StrongComponentNodeState>& state,
std::unordered_map<TNode, Internal::StrongComponentNodeState>& state,
std::vector<StrongComponent<TNode>>& strongComponents)
{
assert(!state[node].m_visited);
Expand Down Expand Up @@ -299,7 +302,7 @@ namespace CNTK
inline std::list<TNode> PostOrderTraversal(const DirectedGraph<TNode>& graph, const std::vector<TNode>& startNodes)
{
std::list<TNode> result;
std::set<TNode> visited;
std::unordered_set<TNode> visited;
for (const auto& node : startNodes)
Internal::PostOrderTraversalImpl(graph, node, visited, result);
return result;
Expand All @@ -311,7 +314,7 @@ namespace CNTK
template<class TNode>
std::vector<StrongComponent<TNode>> StrongComponents(const DirectedGraph<TNode>& graph)
{
std::map<TNode, Internal::StrongComponentNodeState> state;
std::unordered_map<TNode, Internal::StrongComponentNodeState> state;
std::vector<StrongComponent<TNode>> result;
std::stack<TNode> nodeStack;
int index = 0;
Expand Down Expand Up @@ -419,4 +422,4 @@ namespace CNTK
}
return result;
}
}
}