I am using the code below to create a Sequential Gluon model. For some reason the property params returns an empty collection.
def build_net():
net = gluon.nn.Sequential()
with net.name_scope():
net.add(gluon.nn.Dense(32, activation='relu'))
net.add(gluon.nn.Dense(32, activation='relu'))
net.add(gluon.nn.Dense(1))
net.collect_params().initialize(mx.init.Normal(sigma=.1))
return net
net_1 = build_net()
print(net_1.params)
Output:
sequential0_ (
)
use Sequential.collect_params()
, which collects not only this Block
parameters, but also from all children (e.g. Layers).