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From GitBox <...@apache.org>
Subject [GitHub] [incubator-tvm] soiferj commented on a change in pull request #4465: [AutoTVM] Tune softmax CUDA schedule
Date Wed, 04 Dec 2019 17:17:06 GMT
soiferj commented on a change in pull request #4465: [AutoTVM] Tune softmax CUDA schedule
URL: https://github.com/apache/incubator-tvm/pull/4465#discussion_r353876102
 
 

 ##########
 File path: python/tvm/autotvm/task/topi_integration.py
 ##########
 @@ -281,6 +284,21 @@ def _topi_nn_conv2d_NCHWc(*args, **kwargs):
             s = topi.generic.schedule_conv2d_NCHWc([C])
             return s, [A, W, C]
 
+        @register("topi_nn_softmax")
+        def _topi_nn_softmax(*args, **kwargs):
+            assert not kwargs, "Do not support kwargs in template function call"
+            args = deserialize_args(args)
+            if len(args) > 1:
+                x, axis = args[:2]
+            else:
+                x = args[0]
+                axis = None
+            C = topi.nn.softmax(*args, **kwargs)
+            s = topi.generic.schedule_softmax([C])
+            if axis is not None:
+                return s, [x, axis, C]
 
 Review comment:
   Updated

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