text: # Copyright 2020 The Magenta Authors.
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  #     http://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  
  """Run inference for onset conditioned model."""
  
  from __future__ import absolute_import
  from __future__ import division
  from __future__ import print_function
  
  from magenta.models.onsets_frames_transcription import configs
  from magenta.models.onsets_frames_transcription import data
  from magenta.models.onsets_frames_transcription import infer
  import tensorflow.compat.v1 as tf  # noqa
  
  
  
  def main(argv):
      del argv
  
      infer.run(config_map=configs.CONFIG_MAP, data_fn=data.provide_batch)
  
  
  def console_entry_point():
      tf.app.flags.mark_flags_as_required(['model_dir', 'examples_path'])
  
      tf.app.run(main)
  
  
  if __name__ == '__main__':
      console_entry_point()
  