未验证 提交 2691de18 编写于 作者: H Huihuang Zheng 提交者: GitHub

[cherry pick] Add lod_level parameter to paddle.fluid.data #20065 (#20095)

* Add lod_level parameter to paddle.fluid.data

* Add "optional" in API doc for optional parameters
上级 8589c719
......@@ -567,7 +567,7 @@ paddle.fluid.contrib.BasicLSTMUnit.sublayers (ArgSpec(args=['self', 'include_sub
paddle.fluid.contrib.BasicLSTMUnit.train (ArgSpec(args=['self'], varargs=None, keywords=None, defaults=None), ('document', '6adf97f83acf6453d4a6a4b1070f3754'))
paddle.fluid.contrib.basic_lstm (ArgSpec(args=['input', 'init_hidden', 'init_cell', 'hidden_size', 'num_layers', 'sequence_length', 'dropout_prob', 'bidirectional', 'batch_first', 'param_attr', 'bias_attr', 'gate_activation', 'activation', 'forget_bias', 'dtype', 'name'], varargs=None, keywords=None, defaults=(1, None, 0.0, False, True, None, None, None, None, 1.0, 'float32', 'basic_lstm')), ('document', 'fe4d0c3c55a162b8cfe10b05fabb7ce4'))
paddle.fluid.contrib.ctr_metric_bundle (ArgSpec(args=['input', 'label'], varargs=None, keywords=None, defaults=None), ('document', 'b68d12366896c41065fc3738393da2aa'))
paddle.fluid.data (ArgSpec(args=['name', 'shape', 'dtype'], varargs=None, keywords=None, defaults=('float32',)), ('document', '4b62e32530615a11b00e2ee52a53488a'))
paddle.fluid.data (ArgSpec(args=['name', 'shape', 'dtype', 'lod_level'], varargs=None, keywords=None, defaults=('float32', 0)), ('document', '28ee6b35836449f44ce53467f0616137'))
paddle.fluid.dygraph.Layer ('paddle.fluid.dygraph.layers.Layer', ('document', 'a889d5affd734ede273e94d4257163ab'))
paddle.fluid.dygraph.Layer.__init__ (ArgSpec(args=['self', 'name_scope', 'dtype'], varargs=None, keywords=None, defaults=(VarType.FP32,)), ('document', '6adf97f83acf6453d4a6a4b1070f3754'))
paddle.fluid.dygraph.Layer.add_parameter (ArgSpec(args=['self', 'name', 'parameter'], varargs=None, keywords=None, defaults=None), ('document', 'f35ab374c7d5165c3daf3bd64a5a2ec1'))
......
......@@ -20,7 +20,7 @@ from .layer_helper import LayerHelper
__all__ = ['data']
def data(name, shape, dtype='float32'):
def data(name, shape, dtype='float32', lod_level=0):
"""
**Data Layer**
......@@ -42,8 +42,12 @@ def data(name, shape, dtype='float32'):
name (str): The name/alias of the variable, see :ref:`api_guide_Name`
for more details.
shape (list|tuple): List|Tuple of integers declaring the shape.
dtype (np.dtype|VarType|str): The type of the data. Supported dtype:
bool, float16, float32, float64, int8, int16, int32, int64, uint8.
dtype (np.dtype|VarType|str, optional): The type of the data. Supported
dtype: bool, float16, float32, float64, int8, int16, int32, int64,
uint8. Default: float32
lod_level (int, optional): The LoD level of the LoDTensor. Usually users
don't have to set this value. For more details about when and how to
use LoD level, see :ref:`user_guide_lod_tensor` . Default: 0
Returns:
Variable: The global variable that gives access to the data.
......@@ -88,6 +92,6 @@ def data(name, shape, dtype='float32'):
dtype=dtype,
type=core.VarDesc.VarType.LOD_TENSOR,
stop_gradient=True,
lod_level=0,
lod_level=lod_level,
is_data=True,
need_check_feed=True)
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