xidulu edited a comment on issue #17240: [MXNet 2.0] [RFC] Distribution Module URL: https://github.com/apache/incubator-mxnet/issues/17240#issuecomment-571845540 > Two features that is currently either not supported or kind of broken in MxNet will be very useful to this projects: symbolic shape and control flow. More specifically, control flow helps perform parameter validity check: https://github.com/apache/incubator-mxnet/issues/16868 `Symbolic Shape` is required for decomposing tensor shape into `batch_shape` and `event_shape`. ---------------------------------------------- > Stochastic HybridBlock and HybridSequential: they build upon gluon HybridBlock and HybridSequential and allows adding extra loss to each layer. `Stochastic Block`, like its name, is a block that produces non-deterministic output, e.g. a bayesian neural network.
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