zheng-da opened a new issue #11448: fail to fall back when sparse arrays are 
passed to MKLDNN-enabled operators.
URL: https://github.com/apache/incubator-mxnet/issues/11448
 
 
   Currently, the MKLDNN-enabled operators, such as convolution and pooling, 
can't handle sparse arrays correctly. The reason is that the storage inference 
of these operators doesn't return the right dispatch mode.
   The MKLDNN-enabled operators include:
   - [ ] Activation
   BatchNorm
   Concat
   Convolution
   Deconvolution
   Copy
   FullyConnected
   LRN
   Pooling
   Softmax
   Sum
   Flatten

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