anirudhacharya commented on issue #10889: [MXNET-382] Shape and Size Operator URL: https://github.com/apache/incubator-mxnet/pull/10889#issuecomment-393278649 @piiswrong Yes, it will not solve the issue. We will also need changes to define the gradient of a shape operator. Currently shape and size have no gradient defined. Also we will need changes in nnvm to propagate this information during back-propagation. gather_nd is also available in symbol - http://mxnet.incubator.apache.org/api/python/symbol/symbol.html#mxnet.symbol.gather_nd but I am open other name suggestions.
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