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What is layer's interface standard in Python API ? #8370

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What is layer's interface standard in Python API ?#8370
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abhinavarorareyoungjacquesqiaodzhwinterJiayiFengQiJune
@qingqing01

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@qingqing01
qingqing01
opened on Feb 11, 2018
  1. About the name:

Some interfaces have the name, some not.

Paddle/python/paddle/v2/fluid/layers/nn.py

Lines 1432 to 1439 in 279aa62

def pool2d(input,
pool_size,
pool_type,
pool_stride=None,
pool_padding=None,
global_pooling=False,
use_cudnn=True,
name=None):

Paddle/python/paddle/v2/fluid/layers/nn.py

Lines 1136 to 1145 in 279aa62

def conv2d(input,
num_filters,
filter_size,
stride=None,
padding=None,
groups=None,
param_attr=None,
bias_attr=None,
use_cudnn=True,
act=None):

  1. About kwargs

Some interfaces have the **kwargs, some not.

Paddle/python/paddle/v2/fluid/layers/nn.py

Lines 832 to 836 in 279aa62

def cos_sim(X, Y, **kwargs):
"""
This function performs the cosine similarity between two tensors
X and Y and returns that as the output.
"""

Paddle/python/paddle/v2/fluid/layers/nn.py

Lines 818 to 819 in 274f4e9

def crf_decoding(input, param_attr, label=None):
helper = LayerHelper('crf_decoding', **locals())

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