masahi commented on a change in pull request #4465: [AutoTVM] Tune softmax CUDA 
schedule
URL: https://github.com/apache/incubator-tvm/pull/4465#discussion_r355130610
 
 

 ##########
 File path: topi/python/topi/cuda/softmax.py
 ##########
 @@ -52,13 +60,22 @@ def schedule_softmax(outs):
         raise ValueError('Tag is expected to be softmax_output or 
log_softmax_output. \
                          Got {0}'.format(op_tag))
 
+    # create tuning space
+    max_num_threads = 
tvm.target.current_target(allow_none=False).max_num_threads
+    possible_num_thread = get_powers_of_two_in_range(32, max_num_threads)
 
 Review comment:
   A minor issue, but if max num threads is less than 32 this returns an empty 
list.
   And max num threads is not necessary a power of two

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