def model(th):
assert isinstance(th, m.Config)
cell = RHN(
state_size=th.state_size,
num_layers=th.num_layers,
hyper_kernel=th.hyper_kernel,
forget_bias=th.forget_bias_initializer,
)
return m.typical(th, cell)
def model(th):
assert isinstance(th, m.Config)
cell = FastSlow(
fast_size=th.fast_size,
fast_layers=th.fast_layers,
slow_size=th.slow_size,
hyper_kernel=th.hyper_kernel,
forget_bias=th.forget_bias_initializer,
)
return m.typical(th, cell)
def model(th):
assert isinstance(th, core.Config)
cell = GamRHN(
gam_config=th.gam_config,
head_size=th.head_size,
state_size=th.state_size,
num_layers=th.num_layers,
kernel=th.hyper_kernel,
)
return m.typical(th, cell)
def model(th):
assert isinstance(th, m.Config)
cell = BasicLSTMCell(state_size=th.state_size,
forget_bias_initializer=th.forget_bias_initializer)
return m.typical(th, cell)
def model(th):
assert isinstance(th, m.Config)
cell = GRU(state_size=th.state_size)
return m.typical(th, cell)
def model(th):
assert isinstance(th, m.Config)
cell = GDU(configs=th.gdu_string)
return m.typical(th, cell)