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体验新版 GitCode,发现更多精彩内容 >>
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a0187f1c
编写于
9月 18, 2017
作者:
R
ranqiu
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电子邮件补丁
差异文件
Update the annotation about bias_attr of layers.py
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82bff6ee
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1
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1 changed file
with
102 addition
and
66 deletion
+102
-66
python/paddle/trainer_config_helpers/layers.py
python/paddle/trainer_config_helpers/layers.py
+102
-66
未找到文件。
python/paddle/trainer_config_helpers/layers.py
浏览文件 @
a0187f1c
...
...
@@ -781,11 +781,11 @@ class MixedLayerType(LayerOutput):
:type size: int
:param act: activation type.
:type act: BaseActivation
:param bias_attr: The Bias Attribute. If
no bias, then pass False or
something not type of ParameterAttribute. None will
get a default Bias.
:type bias_attr: ParameterAttribute or None means has bias. Any other
type means no bias.
:param bias_attr: The Bias Attribute. If
the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: Extra Layer Attribute.
:type layer_attr: ExtraLayerAttribute or None
"""
...
...
@@ -881,10 +881,11 @@ def mixed_layer(size=0,
then this function will just return layer's name.
:param act: Activation Type.
:type act: BaseActivation
:param bias_attr: The Bias Attribute. If no bias, then pass False or
something not type of ParameterAttribute. None will get a
default Bias.
:type bias_attr: ParameterAttribute or None or bool
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: The extra layer config. Default is None.
:type layer_attr: ExtraLayerAttribute
:return: MixedLayerType object can add inputs or layer name.
...
...
@@ -1025,10 +1026,11 @@ def fc_layer(input,
:type act: BaseActivation
:param param_attr: The Parameter Attribute|list.
:type param_attr: ParameterAttribute
:param bias_attr: The Bias Attribute. If no bias, then pass False or
something not type of ParameterAttribute. None will get a
default Bias.
:type bias_attr: ParameterAttribute|None|Any
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: Extra Layer config.
:type layer_attr: ExtraLayerAttribute|None
:return: LayerOutput object.
...
...
@@ -1373,8 +1375,11 @@ def pooling_layer(input,
:type pooling_type: BasePoolingType|None
:param stride: The step size between successive pooling regions.
:type stride: Int
:param bias_attr: Bias parameter attribute. False if no bias.
:type bias_attr: ParameterAttribute|None|False
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: The Extra Attributes for layer, such as dropout.
:type layer_attr: ExtraLayerAttribute|None
:return: LayerOutput object.
...
...
@@ -1471,10 +1476,11 @@ def lstmemory(input,
:type gate_act: BaseActivation
:param state_act: state activation type, TanhActivation by default.
:type state_act: BaseActivation
:param bias_attr: Bias attribute. None means default bias. False means no
bias.
:type bias_attr: ParameterAttribute|None|False
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param param_attr: Parameter Attribute.
:type param_attr: ParameterAttribute|None|False
:param layer_attr: Extra Layer attribute
...
...
@@ -1596,9 +1602,11 @@ def grumemory(input,
This activation affects the :math:`z_t` and :math:`r_t`. It is the
:math:`
\\
sigma` in the above formula.
:type gate_act: BaseActivation
:param bias_attr: Bias attribute. None means default bias. False means no
bias.
:type bias_attr: ParameterAttribute|None|False
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param param_attr: Parameter Attribute.
:type param_attr: ParameterAttribute|None|False
:param layer_attr: Extra Layer attribute
...
...
@@ -1794,9 +1802,11 @@ def expand_layer(input,
:type expand_as: LayerOutput
:param name: Layer name.
:type name: basestring
:param bias_attr: Bias attribute. None means default bias. False means no
bias.
:type bias_attr: ParameterAttribute|None|False
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param expand_level: whether input layer is timestep(default) or sequence.
:type expand_level: ExpandLevel
:param layer_attr: extra layer attributes.
...
...
@@ -1914,10 +1924,11 @@ def seq_reshape_layer(input,
:type act: BaseActivation
:param layer_attr: extra layer attributes.
:type layer_attr: ExtraLayerAttribute.
:param bias_attr: The Bias Attribute. If no bias, then pass False or
something not type of ParameterAttribute. None will get a
default Bias.
:type bias_attr: ParameterAttribute or None or bool
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:return: LayerOutput object.
:rtype: LayerOutput
"""
...
...
@@ -2301,9 +2312,11 @@ def hsigmoid(input,
:type num_classes: int|None
:param name: layer name
:type name: basestring
:param bias_attr: Bias attribute. None means default bias.
False means no bias.
:type bias_attr: ParameterAttribute|False
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param param_attr: Parameter Attribute. None means default parameter.
:type param_attr: ParameterAttribute|None
:param layer_attr: Extra Layer Attribute.
...
...
@@ -2442,9 +2455,11 @@ def img_conv_layer(input,
:type dilation: int|tuple|list
:param dilation_y: The y dimension of the dilation.
:type dilation_y: int
:param bias_attr: Convolution bias attribute. None means default bias.
False means no bias.
:type bias_attr: ParameterAttribute|False
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param num_channels: number of input channels. If None will be set
automatically from previous output.
:type num_channels: int
...
...
@@ -3016,7 +3031,7 @@ def batch_norm_layer(input,
:type num_channels: int
:param bias_attr: :math:`
\\
beta`, better be zero when initialize. So the
initial_std=0, initial_mean=1 is best practice.
:type bias_attr: ParameterAttribute
:type bias_attr: ParameterAttribute
|None|Bool|Any
:param param_attr: :math:`
\\
gamma`, better be one when initialize. So the
initial_std=0, initial_mean=1 is best practice.
:type param_attr: ParameterAttribute
...
...
@@ -3186,9 +3201,11 @@ def addto_layer(input, act=None, name=None, bias_attr=None, layer_attr=None):
:type input: LayerOutput|list|tuple
:param act: Activation Type, default is tanh.
:type act: BaseActivation
:param bias_attr: Bias attribute. If False, means no bias. None is default
bias.
:type bias_attr: ParameterAttribute|bool
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: Extra Layer attribute.
:type layer_attr: ExtraLayerAttribute
:return: LayerOutput object.
...
...
@@ -3340,10 +3357,11 @@ def seq_concat_layer(a, b, act=None, name=None, layer_attr=None,
:type act: BaseActivation
:param layer_attr: Extra Layer Attribute.
:type layer_attr: ExtraLayerAttribute
:param bias_attr: The Bias Attribute. If no bias, then pass False or
something not type of ParameterAttribute. None will get a
default Bias.
:type bias_attr: ParameterAttribute or None or bool
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:return: LayerOutput object.
:rtype: LayerOutput
"""
...
...
@@ -3524,8 +3542,11 @@ def lstm_step_layer(input,
:param state_act: State Activation Type. Default is sigmoid, and should
be sigmoid only.
:type state_act: BaseActivation
:param bias_attr: Bias Attribute.
:type bias_attr: ParameterAttribute
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: layer's extra attribute.
:type layer_attr: ExtraLayerAttribute
:return: LayerOutput object.
...
...
@@ -3578,7 +3599,11 @@ def gru_step_layer(input,
:param act:
:param name:
:param gate_act:
:param bias_attr:
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param param_attr: the parameter_attribute for transforming the output_mem
from previous step.
:param layer_attr:
...
...
@@ -3635,7 +3660,11 @@ def gru_step_naive_layer(input,
:param name:
:param act:
:param gate_act:
:param bias_attr:
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param param_attr:
:param layer_attr:
:return:
...
...
@@ -3757,8 +3786,11 @@ def recurrent_layer(input,
:type input: LayerOutput
:param act: activation.
:type act: BaseActivation
:param bias_attr: bias attribute.
:type bias_attr: ParameterAttribute
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param param_attr: parameter attribute.
:type param_attr: ParameterAttribute
:param name: name of the layer
...
...
@@ -4747,10 +4779,11 @@ def tensor_layer(a,
:type act: BaseActivation
:param param_attr: The Parameter Attribute.
:type param_attr: ParameterAttribute
:param bias_attr: The Bias Attribute. If no bias, then pass False or
something not type of ParameterAttribute. None will get a
default Bias.
:type bias_attr: ParameterAttribute|None|Any
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: Extra Layer config.
:type layer_attr: ExtraLayerAttribute|None
:return: LayerOutput object.
...
...
@@ -4811,10 +4844,11 @@ def selective_fc_layer(input,
:type act: BaseActivation
:param param_attr: The Parameter Attribute.
:type param_attr: ParameterAttribute
:param bias_attr: The Bias Attribute. If no bias, then pass False or
something not type of ParameterAttribute. None will get a
default Bias.
:type bias_attr: ParameterAttribute|None|Any
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: Extra Layer config.
:type layer_attr: ExtraLayerAttribute|None
:return: LayerOutput object.
...
...
@@ -5478,10 +5512,11 @@ def nce_layer(input,
A uniform distribution will be used if not provided.
If not None, its length must be equal to num_classes.
:type neg_distribution: list|tuple|collections.Sequence|None
:param bias_attr: The Bias Attribute. If no bias, then pass False or
something not type of ParameterAttribute. None will get a
default Bias.
:type bias_attr: ParameterAttribute|None|False
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:param layer_attr: Extra Layer Attribute.
:type layer_attr: ExtraLayerAttribute
:return: layer name.
...
...
@@ -6763,7 +6798,7 @@ def img_conv3d_layer(input,
:type padding: int|tuple|list
:param bias_attr: Convolution bias attribute. None means default bias.
False means no bias.
:type bias_attr: ParameterAttribute|
False
:type bias_attr: ParameterAttribute|
None|Bool|Any
:param num_channels: number of input channels. If None will be set
automatically from previous output.
:type num_channels: int
...
...
@@ -6881,10 +6916,11 @@ def scale_shift_layer(input, name=None, param_attr=None, bias_attr=None):
:type input: LayerOutput.
:param param_attr: The parameter attribute of scaling.
:type param_attr: ParameterAttribute
:param bias_attr: The Bias Attribute. If no bias, then pass False or
something not type of ParameterAttribute. None will get a
default Bias.
:type bias_attr: ParameterAttribute
:param bias_attr: The Bias Attribute. If the parameter is set to
False or something not type of ParameterAttribute,
no bias is defined. If the parameter is set to
True, the bias is initialized to zero.
:type bias_attr: ParameterAttribute|None|Bool|Any
:return: LayerOutput object.
:rtype: LayerOutput
"""
...
...
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