rahul003 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_r197275662
 
 

 ##########
 File path: src/operator/nn/softmax-inl.h
 ##########
 @@ -145,23 +155,36 @@ __global__ void softmax_compute_kernel(DType *in, DType 
*out, index_t M, int axi
   __syncthreads();
 
   red::sum::SetInitValue(smem[x]);
-  for (index_t i = x; i < M; i += x_size) {
-    red::sum::Reduce(smem[x], static_cast<DType>(expf(in[base + i*sa] - 
smax)));
+  if (temperature == 1.0) {
 
 Review comment:
   Same here

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