def _build_default_fusions(self, train=True):
if train:
self._add_module(
'p_item_vec',
Average(scope='item_concat',
reuse=False,
module_list=[
self._get_module('p_item_vec'),
self._get_module('p_item_vf')
],
weight=2.0))
self._add_module(
'n_item_vec',
Average(scope='item_concat',
reuse=True,
module_list=[
self._get_module('n_item_vec'),
self._get_module('n_item_vf')
],
weight=2.0))
else:
self._add_module('item_vec',
Average(scope='item_concat',
reuse=True,
module_list=[
self._get_module('item_vec',
train=train),
self._get_module('item_vf',
train=train)
],
weight=2.0),
train=False)
def _build_default_fusions(self, train=True):
self._add_module('item_vec',
Average(scope='item_average',
reuse=not train,
module_list=[
self._get_module('item_vec', train=train),
self._get_module('item_vf', train=train)
],
weight=2.0),
train=train)
def _build_default_fusions(self, train=True):
if train:
self._add_module(
"p_item_vec",
Average(
scope="item_concat",
reuse=False,
module_list=[
self._get_module("p_item_vec"),
self._get_module("p_item_vf"),
],
weight=2.0,
),
)
self._add_module(
"n_item_vec",
Average(
scope="item_concat",
reuse=True,
module_list=[
self._get_module("n_item_vec"),
self._get_module("n_item_vf"),
],
weight=2.0,
),
)
else:
self._add_module(
"item_vec",
Average(
scope="item_concat",
reuse=True,
module_list=[
self._get_module("item_vec", train=train),
self._get_module("item_vf", train=train),
],
weight=2.0,
),
train=False,
)
def _build_default_fusions(self, train=True):
super(UserVisualPMF, self)._build_default_fusions(train)
self._add_module('user_vec',
Average(scope='user_average',
reuse=not train,
module_list=[
self._get_module('user_vec', train=train),
self._get_module('user_f', train=train)
],
weight=2.0),
train=train)
def _build_default_fusions(self, train=True):
self._add_module(
"item_vec",
Average(
scope="item_average",
reuse=not train,
module_list=[
self._get_module("item_vec", train=train),
self._get_module("item_f", train=train),
],
weight=2.0,
),
train=train,
)
def _build_default_fusions(self, train=True):
super(UserVisualPMF, self)._build_default_fusions(train)
self._add_module(
"user_vec",
Average(
scope="user_average",
reuse=not train,
module_list=[
self._get_module("user_vec", train=train),
self._get_module("user_f", train=train),
],
weight=2.0,
),
train=train,
)