zheng-da commented on a change in pull request #8302: Refactor operators & 
MKLDNN
URL: https://github.com/apache/incubator-mxnet/pull/8302#discussion_r156511872
 
 

 ##########
 File path: src/operator/nn/activation.cu
 ##########
 @@ -31,39 +31,73 @@
 
 namespace mxnet {
 namespace op {
+
+#if MXNET_USE_CUDNN == 1
+
+template<typename DType>
+static CuDNNActivationOp<DType> &get_cudnn_op(const ActivationParam& param) {
+#if DMLC_CXX11_THREAD_LOCAL
+  static thread_local CuDNNActivationOp<DType> cudnn_op;
+#else
+  static MX_THREAD_LOCAL CuDNNActivationOp<DType> cudnn_op;
 
 Review comment:
   it won't pass the tests in github. i guess we can do it after we upgrade the 
tests?

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