def __init__(self,
n_in,
n_out,
previous_layer=None,
layer_number=1,
seed=123,
auto_setup=True,
init_identity=True,
dtype=theano.config.floatX):
if init_identity:
assert n_in == n_out, \
'Identity initialization selected but the layer shape is not square.'
self.W = None
self.b = None
self.init_identity = init_identity
Layer.__init__(self,
n_in,
n_out,
previous_layer=previous_layer,
layer_number=layer_number,
seed=seed,
auto_setup=auto_setup,
dtype=dtype)
def __init__(self,
n_in,
n_out,
previous_layer=None,
layer_number=1,
seed=123,
auto_setup=True,
dtype=theano.config.floatX):
self.W = None
self.b = None
Layer.__init__(self,
n_in,
n_out,
previous_layer=previous_layer,
layer_number=layer_number,
seed=seed,
auto_setup=auto_setup,
dtype=dtype)
def __init__(self,
size,
dim_proj,
previous_layer=None,
layer_number=1,
seed=123,
auto_setup=True,
dtype=theano.config.floatX):
self.W = None
self.current_mask = None
Layer.__init__(self,
size,
dim_proj,
previous_layer=previous_layer,
layer_number=layer_number,
seed=seed,
auto_setup=auto_setup,
dtype=dtype)
