Table Of Contents
Table Of Contents

ZoneoutCell

class mxnet.gluon.rnn.ZoneoutCell(base_cell, zoneout_outputs=0.0, zoneout_states=0.0)[source]

Applies Zoneout on base cell.

__init__(base_cell, zoneout_outputs=0.0, zoneout_states=0.0)[source]

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__(base_cell[, zoneout_outputs, …]) Initialize self.
apply(fn) Applies fn recursively to every child block as well as self.
begin_state([func]) Initial state for this cell.
cast(dtype) Cast this Block to use another data type.
collect_params([select]) Returns a ParameterDict containing this Block and all of its children’s Parameters(default), also can returns the select ParameterDict which match some given regular expressions.
export(path[, epoch]) Export HybridBlock to json format that can be loaded by SymbolBlock.imports, mxnet.mod.Module or the C++ interface.
forward(inputs, states) Unrolls the recurrent cell for one time step.
hybrid_forward(F, inputs, states) Overrides to construct symbolic graph for this Block.
hybridize([active]) Activates or deactivates HybridBlock s recursively.
infer_shape(*args) Infers shape of Parameters from inputs.
infer_type(*args) Infers data type of Parameters from inputs.
initialize([init, ctx, verbose, force_reinit]) Initializes Parameter s of this Block and its children.
load_parameters(filename[, ctx, …]) Load parameters from file previously saved by save_parameters.
load_params(filename[, ctx, allow_missing, …]) [Deprecated] Please use load_parameters.
name_scope() Returns a name space object managing a child Block and parameter names.
register_child(block[, name]) Registers block as a child of self.
register_forward_hook(hook) Registers a forward hook on the block.
register_forward_pre_hook(hook) Registers a forward pre-hook on the block.
reset() Reset before re-using the cell for another graph.
save_parameters(filename) Save parameters to file.
save_params(filename) [Deprecated] Please use save_parameters.
state_info([batch_size]) shape and layout information of states
summary(*inputs) Print the summary of the model’s output and parameters.
unroll(length, inputs[, begin_state, …]) Unrolls an RNN cell across time steps.

Attributes

name Name of this Block, without ‘_’ in the end.
params Returns this Block’s parameter dictionary (does not include its children’s parameters).
prefix Prefix of this Block.