apeforest commented on a change in pull request #12374: Fix/public internal 
header
URL: https://github.com/apache/incubator-mxnet/pull/12374#discussion_r217114907
 
 

 ##########
 File path: include/mxnet/random_generator.h
 ##########
 @@ -150,14 +149,9 @@ class RandGenerator<gpu, DType> {
     curandStatePhilox4_32_10_t state_;
   };  // class RandGenerator<gpu, DType>::Impl
 
-  static void AllocState(RandGenerator<gpu, DType> *inst) {
-    CUDA_CALL(cudaMalloc(&inst->states_,
-                         kNumRandomStates * 
sizeof(curandStatePhilox4_32_10_t)));
-  }
+  static void AllocState(RandGenerator<gpu, DType> *inst);
 
 Review comment:
   I suppose the developers did not intend to directly access internal Impl 
class but was rather lacking proper interface API. In fact, throughout the 
repository, I only found one place that uses `RandGenerator<cpu,` GType>::Impl` 
directly, and therefore I think it's not a big overhead to refactor that one 
line of code. Regarding how to separating Impl class from the interface, you 
might find this reference helpful: https://cpppatterns.com/patterns/pimpl.html

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