MeshDiffusion/main_diffusion.py

29 wiersze
735 B
Python

"""Training and evaluation"""
from absl import app
from absl import flags
from ml_collections.config_flags import config_flags
import lib.diffusion.trainer as trainer
import lib.diffusion.evaler as evaler
FLAGS = flags.FLAGS
config_flags.DEFINE_config_file(
"config", None, "diffusion configs", lock_config=False)
flags.DEFINE_enum("mode", None, ["train", "uncond_gen", "cond_gen"], "Running mode")
flags.mark_flags_as_required(["config", "mode"])
def main(argv):
if FLAGS.mode == 'train':
trainer.train(FLAGS.config)
elif FLAGS.mode == 'uncond_gen':
evaler.uncond_gen(FLAGS.config)
elif FLAGS.mode == 'cond_gen':
evaler.cond_gen(FLAGS.config)
if __name__ == "__main__":
app.run(main)