larroy commented on a change in pull request #13574: Replaced rand_r with std:: 
random generation
URL: https://github.com/apache/incubator-mxnet/pull/13574#discussion_r239776633
 
 

 ##########
 File path: src/operator/rnn_impl.h
 ##########
 @@ -1890,7 +1896,11 @@ void VanillaRNNForwardTraining(DType* ws,
     if (dropout > 0.0f && l > 0) {
       #pragma omp parallel for num_threads(omp_threads)
       for (int i = 0; i < T * N * I; i++) {
-        int rand_data = rand_r(&seed_);
+        static thread_local std::random_device device;
 
 Review comment:
   could we wrap this up in a function? Or would interfere with thread_local? 
Seems we are duplicating code.

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