lebeg commented on a change in pull request #13343: Mitigate exponential 
complexity when running gpu_topology tests
URL: https://github.com/apache/incubator-mxnet/pull/13343#discussion_r235396762
 
 

 ##########
 File path: tests/cpp/kvstore/gpu_topology_test.cc
 ##########
 @@ -67,15 +63,18 @@ bool IsSatisfactory(const std::vector<float>& W, int 
num_gpus, int depth) {
 // Generates random link topology matrix using random number generator
 void TestComputeTreesRandomized(int num_gpus, float alpha, int backtrack,
                                 std::mt19937* gen) {
+  using namespace std;
   std::uniform_real_distribution<> dis(0.f, 1.f);
   bool satisfied = false;
   std::vector<float> W(num_gpus*num_gpus, 0.f);
   int depth = mxnet::kvstore::ComputeDepth(num_gpus);
-  while (!satisfied) {
-    float k = dis(*gen);
-    std::fill(W.begin(), W.end(), 0.f);
-    GenerateMatrix(&W, num_gpus, k, gen);
-    satisfied = IsSatisfactory(W, num_gpus, depth);
+  std::fill(W.begin(), W.end(), 0.f);
 
 Review comment:
   According to `std::vector`'s 
[constructor](https://en.cppreference.com/w/cpp/container/vector/vector), the 
initialization is already done at [line 
69](https://github.com/apache/incubator-mxnet/pull/13343/files#diff-aa4b0df5f0d88b507982b6c56307dc09R69).

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