def model_choose(ih, iw, nb_conv, size_conv, nb_down, nb_gpu):
if nb_down == 3:
mdl = transformer3_pooling(ih, iw, nb_conv, size_conv, nb_gpu)
elif nb_down == 1:
mdl = transformer_3CNN(ih, iw, nb_conv, size_conv, nb_gpu)
else:
mdl = transformer2(ih, iw, nb_conv, size_conv, nb_gpu)
return mdl
def model_choose(ih, iw, conv_nb, conv_size, model_layers, gpu_nb):
if model_layers == 3:
mdl = transformer3_pooling(ih, iw, conv_nb, conv_size, gpu_nb)
else:
mdl = transformer2(ih, iw, conv_nb, conv_size, gpu_nb)
return mdl