You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
Paddle/python/paddle/nn/__init__.py

163 lines
7.3 KiB

# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# TODO: import all neural network related api under this directory,
# including layers, linear, conv, rnn etc.
from .layer import norm
from .functional import extension
from .layer import common
from .layer import rnn
from .utils import weight_norm_hook
from . import initializer
__all__ = []
__all__ += norm.__all__
__all__ += extension.__all__
__all__ += common.__all__
__all__ += rnn.__all__
__all__ += weight_norm_hook.__all__
# TODO: define alias in nn directory
from .clip import ClipGradByGlobalNorm #DEFINE_ALIAS
from .clip import ClipGradByNorm #DEFINE_ALIAS
from .clip import ClipGradByValue #DEFINE_ALIAS
# from .clip import set_gradient_clip #DEFINE_ALIAS
from .clip import clip #DEFINE_ALIAS
from .clip import clip_by_norm #DEFINE_ALIAS
# from .control_flow import cond #DEFINE_ALIAS
# from .control_flow import DynamicRNN #DEFINE_ALIAS
# from .control_flow import StaticRNN #DEFINE_ALIAS
# from .control_flow import while_loop #DEFINE_ALIAS
# from .control_flow import rnn #DEFINE_ALIAS
from .decode import BeamSearchDecoder #DEFINE_ALIAS
from .decode import dynamic_decode #DEFINE_ALIAS
# from .decode import Decoder #DEFINE_ALIAS
# from .decode import crf_decoding #DEFINE_ALIAS
# from .decode import ctc_greedy_decoder #DEFINE_ALIAS
# from .input import Input #DEFINE_ALIAS
from .layer.activation import ELU #DEFINE_ALIAS
from .layer.activation import GELU #DEFINE_ALIAS
from .layer.activation import Tanh #DEFINE_ALIAS
from .layer.activation import Hardshrink #DEFINE_ALIAS
from .layer.activation import Hardswish #DEFINE_ALIAS
from .layer.activation import Hardtanh #DEFINE_ALIAS
from .layer.activation import PReLU #DEFINE_ALIAS
from .layer.activation import ReLU #DEFINE_ALIAS
from .layer.activation import ReLU6 #DEFINE_ALIAS
from .layer.activation import SELU #DEFINE_ALIAS
from .layer.activation import LeakyReLU #DEFINE_ALIAS
from .layer.activation import Sigmoid #DEFINE_ALIAS
from .layer.activation import Hardsigmoid #DEFINE_ALIAS
from .layer.activation import LogSigmoid #DEFINE_ALIAS
from .layer.activation import Softmax #DEFINE_ALIAS
from .layer.activation import Softplus #DEFINE_ALIAS
from .layer.activation import Softshrink #DEFINE_ALIAS
from .layer.activation import Softsign #DEFINE_ALIAS
from .layer.activation import Swish #DEFINE_ALIAS
from .layer.activation import Tanhshrink #DEFINE_ALIAS
from .layer.activation import ThresholdedReLU #DEFINE_ALIAS
from .layer.activation import LogSoftmax #DEFINE_ALIAS
from .layer.activation import Maxout #DEFINE_ALIAS
from .layer.common import BilinearTensorProduct #DEFINE_ALIAS
from .layer.common import Pool2D #DEFINE_ALIAS
from .layer.common import Pad1D #DEFINE_ALIAS
from .layer.common import Pad2D #DEFINE_ALIAS
from .layer.common import Pad3D #DEFINE_ALIAS
from .layer.common import CosineSimilarity #DEFINE_ALIAS
from .layer.common import Embedding #DEFINE_ALIAS
from .layer.common import Linear #DEFINE_ALIAS
from .layer.common import Flatten #DEFINE_ALIAS
from .layer.common import Upsample #DEFINE_ALIAS
from .layer.common import Bilinear #DEFINE_ALIAS
from .layer.common import Dropout #DEFINE_ALIAS
from .layer.common import Dropout2D #DEFINE_ALIAS
from .layer.common import Dropout3D #DEFINE_ALIAS
from .layer.common import AlphaDropout #DEFINE_ALIAS
from .layer.pooling import AvgPool1D #DEFINE_ALIAS
from .layer.pooling import AvgPool2D #DEFINE_ALIAS
from .layer.pooling import AvgPool3D #DEFINE_ALIAS
from .layer.pooling import MaxPool1D #DEFINE_ALIAS
from .layer.pooling import MaxPool2D #DEFINE_ALIAS
from .layer.pooling import MaxPool3D #DEFINE_ALIAS
from .layer.pooling import AdaptiveAvgPool1D #DEFINE_ALIAS
from .layer.pooling import AdaptiveAvgPool2D #DEFINE_ALIAS
from .layer.pooling import AdaptiveAvgPool3D #DEFINE_ALIAS
from .layer.pooling import AdaptiveMaxPool1D #DEFINE_ALIAS
from .layer.pooling import AdaptiveMaxPool2D #DEFINE_ALIAS
from .layer.pooling import AdaptiveMaxPool3D #DEFINE_ALIAS
from .layer.conv import Conv1D #DEFINE_ALIAS
from .layer.conv import Conv2D #DEFINE_ALIAS
from .layer.conv import Conv3D #DEFINE_ALIAS
from .layer.conv import Conv1DTranspose #DEFINE_ALIAS
from .layer.conv import Conv2DTranspose #DEFINE_ALIAS
from .layer.conv import Conv3DTranspose #DEFINE_ALIAS
# from .layer.conv import TreeConv #DEFINE_ALIAS
# from .layer.conv import Conv1D #DEFINE_ALIAS
from .layer.extension import RowConv #DEFINE_ALIAS
from .layer.common import Linear
# from .layer.loss import NCELoss #DEFINE_ALIAS
from .layer.loss import BCEWithLogitsLoss #DEFINE_ALIAS
from .layer.loss import CrossEntropyLoss #DEFINE_ALIAS
from .layer.loss import HSigmoidLoss #DEFINE_ALIAS
from .layer.loss import MSELoss #DEFINE_ALIAS
from .layer.loss import L1Loss #DEFINE_ALIAS
from .layer.loss import NLLLoss #DEFINE_ALIAS
from .layer.loss import BCELoss #DEFINE_ALIAS
from .layer.loss import KLDivLoss #DEFINE_ALIAS
from .layer.loss import MarginRankingLoss #DEFINE_ALIAS
from .layer.loss import CTCLoss #DEFINE_ALIAS
from .layer.loss import SmoothL1Loss #DEFINE_ALIAS
from .layer.norm import BatchNorm #DEFINE_ALIAS
from .layer.norm import SyncBatchNorm #DEFINE_ALIAS
from .layer.norm import GroupNorm #DEFINE_ALIAS
from .layer.norm import LayerNorm #DEFINE_ALIAS
from .layer.norm import SpectralNorm #DEFINE_ALIAS
from .layer.norm import InstanceNorm1D #DEFINE_ALIAS
from .layer.norm import InstanceNorm2D #DEFINE_ALIAS
from .layer.norm import InstanceNorm3D #DEFINE_ALIAS
from .layer.norm import BatchNorm1D #DEFINE_ALIAS
from .layer.norm import BatchNorm2D #DEFINE_ALIAS
from .layer.norm import BatchNorm3D #DEFINE_ALIAS
from .layer.norm import LocalResponseNorm #DEFINE_ALIAS
from .layer.rnn import RNNCellBase #DEFINE_ALIAS
from .layer.rnn import SimpleRNNCell #DEFINE_ALIAS
from .layer.rnn import LSTMCell #DEFINE_ALIAS
from .layer.rnn import GRUCell #DEFINE_ALIAS
from .layer.rnn import RNN #DEFINE_ALIAS
from .layer.rnn import BiRNN #DEFINE_ALIAS
from .layer.rnn import SimpleRNN #DEFINE_ALIAS
from .layer.rnn import LSTM #DEFINE_ALIAS
from .layer.rnn import GRU #DEFINE_ALIAS
from .layer.transformer import MultiHeadAttention
from .layer.transformer import TransformerEncoderLayer
from .layer.transformer import TransformerEncoder
from .layer.transformer import TransformerDecoderLayer
from .layer.transformer import TransformerDecoder
from .layer.transformer import Transformer
from .layer.distance import PairwiseDistance #DEFINE_ALIAS
from .layer.vision import PixelShuffle
from .layer import loss #DEFINE_ALIAS
from .layer import conv #DEFINE_ALIAS
from .layer import vision #DEFINE_ALIAS
from ..fluid.dygraph.layers import Layer #DEFINE_ALIAS
from ..fluid.dygraph.container import LayerList, ParameterList, Sequential #DEFINE_ALIAS