// numeric gradient computation in the gradient checker can change the max
  // value if a pool has values that are too close together.
  template <typename T>
  void SetRandomValuesForMaxPooling(Tensor* tensor) {
    auto tensor_flat = tensor->flat<T>();
    // First set the array to an increasing sequence of values spaced
    // a reasonable amount apart
    T cur = 0;