# MegEngine is Licensed under the Apache License, Version 2.0 (the "License") # # Copyright (c) 2014-2021 Megvii Inc. All rights reserved. # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. from .. import elemwise as Float from .module import QATModule class Elemwise(Float.Elemwise, QATModule): r"""A :class:`~.QATModule` to do :mod:`~.functional.elemwise` operator with QAT support. Could be applied with :class:`~.Observer` and :class:`~.quantization.fake_quant.FakeQuantize`. """ with_weight = False def forward(self, *inps): return self.apply_quant_activation(super().forward(*inps)) @classmethod def from_float_module(cls, float_module: Float.Elemwise): r""" Return a :class:`~.QATModule` instance converted from a float :class:`~.Module` instance. """ return cls(float_module.method, name=float_module.name)