def initialize_param(self):
self.param = tfg.Variable(tff.get_truncated_normal(shape=self.shape,
mean=self.mean,
sd=self.sd,
low=self.low,
upp=self.upp),
name=self.name)
def initialize_param(self):
sd = math.sqrt(1.0 / self.shape[0])
self.param = tfg.Variable(tff.get_truncated_normal(shape=self.shape,
mean=self.mean,
sd=sd,
low=-sd,
upp=sd), name=self.name)
def initialize_param(self):
sd = math.sqrt(2.0 / (self.shape[1] * self.shape[2] * self.shape[3]))
self.param = tfg.Variable(tff.get_truncated_normal(shape=self.shape,
mean=0.0,
sd=sd,
low=-sd,
upp=sd),
name=self.name)
def initialize_param(self):
if len(self.shape) == 2:
sd = math.sqrt(2.0 / (self.shape[0] + self.shape[1]))
else:
sd = math.sqrt(2.0 / self.shape[0])
self.param = tfg.Variable(tff.get_truncated_normal(shape=self.shape,
mean=self.mean,
sd=sd,
low=-sd,
upp=sd), name=self.name)
