Source code for nnabla_nas.module.merging

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# Licensed under the Apache License, Version 2.0 (the "License");
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import nnabla.functions as F

from .module import Module


[docs] class Merging(Module): r"""Merging layer. Merges a list of NNabla Variables. Args: mode (str): The merging mode ('concat', 'add', 'mul'), where `concat` indicates that the inputs will be concatenated, `add` means the element-wise addition, and `mul` means the element-wise multiplication. axis (int, optional): The axis for merging when 'concat' is used. Defaults to 1. name (string): the name of this module """ def __init__(self, mode, axis=1, name=''): if mode not in ('concat', 'add', 'mul'): raise KeyError(f'{mode} is not supported.') Module.__init__(self, name=name) self._scope_name = f'<merging at {hex(id(self))}>' self._mode = mode self._axis = axis
[docs] def call(self, *inputs): if len(inputs) < 2: return inputs[0] if self._mode == 'concat': return F.concatenate(*inputs, axis=self._axis) if self._mode == 'add': return F.add_n(*inputs) if self._mode == 'mul': return F.mul_n(*inputs)
[docs] def extra_repr(self): return f'mode={self._mode}, axis={self._axis}'