chinakook commented on issue #9458: Support auto infer input shape in convolution operator URL: https://github.com/apache/incubator-mxnet/issues/9458#issuecomment-359399624 The MXNet backend can doing this with symbol.infer_shape, but it is not convenient to use that in Gluon especially HybridBlock. So MXNet indeed need such a feature such as the Keras's "backend.int_shape(x)" operator.
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