apeforest commented on a change in pull request #11356: [MXNET-560][WIP] Add 
temperature parameter in Softmax and SoftmaxOutput operator
URL: https://github.com/apache/incubator-mxnet/pull/11356#discussion_r197303252
 
 

 ##########
 File path: src/operator/nn/softmax-inl.h
 ##########
 @@ -127,7 +137,7 @@ inline void SoftmaxGrad(Stream<cpu> *s, DType *out, DType 
*ograd,
 #ifdef __CUDACC__
 template<int x_bits, typename OP, typename DType, int ndim>
 __global__ void softmax_compute_kernel(DType *in, DType *out, index_t M, int 
axis,
-                                       Shape<ndim> sshape, Shape<ndim> stride) 
{
+                                       Shape<ndim> sshape, Shape<ndim> stride, 
float temperature) {
 
 Review comment:
   Thanks for your suggestion. But I do not seem to find the convention of 
using const for pass-by-value parameter in the Google style guide: 
   ```
   If a function guarantees that it will not modify an argument passed by 
reference or by pointer, the corresponding function parameter should be a 
reference-to-const (const T&) or pointer-to-const (const T*), respectively.
   ```
   In fact, adding unnecessary const declaration will put restriction on the 
caller of the library function.

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