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model.py
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model.py
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import importlib
from generator import *
from discriminator import *
from munch import Munch
import copy
def print_network(model, name):
"""Print out the network information."""
num_params = 0
for p in model.parameters():
num_params += p.numel()
print(model, flush=True)
print(name,flush=True)
print("The number of parameters: {}".format(num_params), flush=True)
def build_model(config):
generator = eval(config['generator']['model_name'])(config['generator'])
discriminator = eval(config['discriminator']['model_name'])(config['discriminator'])
generator_ema = copy.deepcopy(generator)
nets = Munch(generator=generator,
discriminator=discriminator,
)
nets_ema = Munch(generator=generator_ema,
)
for net_name in nets.keys():
print_network(nets[net_name], net_name)
return nets, nets_ema