Initializer
Initializer base class: all initializers inherit from this class.
Aliases:
tf.compat.v2.initializers.Initializer
tf.compat.v2.keras.initializers.Initializer
tf.initializers.Initializer
Methods
__call__
__call__(
shape,
dtype=None
)
Returns a tensor object initialized as specified by the initializer.
Args:
shape
: Shape of the tensor.dtype
: Optional dtype of the tensor. If not provided will return tensor of tf.float32
.from_config
@classmethod
from_config(
cls,
config
)
Instantiates an initializer from a configuration dictionary.
Example:
initializer = RandomUniform(-1, 1)
config = initializer.get_config()
initializer = RandomUniform.from_config(config)
Args:
config
: A Python dictionary. It will typically be the output of get_config
.Returns:
get_config
get_config()
Returns the configuration of the initializer as a JSON-serializable dict.
Returns: