Python create_experiment_fnの例

コード例 #1

  def __prepare_model(self, train_mode=False):
    """Prepare utilities for decoding."""
    hparams = registry.hparams(self.params.hparams_set)
    hparams.problem = self.problem
    hparams.problem_hparams = self.problem.get_hparams(hparams)
    if self.params.hparams:
      tf.logging.info("Overriding hparams in %s with %s",
                      self.params.hparams_set,
                      self.params.hparams)
      hparams = hparams.parse(self.params.hparams)
    trainer_run_config = g2p_trainer_utils.create_run_config(hparams,
        self.params)
    if train_mode:
      exp_fn = g2p_trainer_utils.create_experiment_fn(self.params, self.problem)
      self.exp = exp_fn(trainer_run_config, hparams)

    decode_hp = decoding.decode_hparams(self.params.decode_hparams)
    estimator = trainer_lib.create_estimator(
        self.params.model_name,
        hparams,
        trainer_run_config,
        decode_hparams=decode_hp,
        use_tpu=False)

    return estimator, decode_hp, hparams

コード例 #2

ファイル: g2p.py プロジェクト: cmusphinx/g2p-seq2seq

  def __prepare_model(self, train_mode=False):
    """Prepare utilities for decoding."""
    hparams = registry.hparams(self.params.hparams_set)
    hparams.problem = self.problem
    hparams.problem_hparams = self.problem.get_hparams(hparams)
    if self.params.hparams:
      tf.logging.info("Overriding hparams in %s with %s",
                      self.params.hparams_set,
                      self.params.hparams)
      hparams = hparams.parse(self.params.hparams)
    trainer_run_config = g2p_trainer_utils.create_run_config(hparams,
        self.params)
    if train_mode:
      exp_fn = g2p_trainer_utils.create_experiment_fn(self.params, self.problem)
      self.exp = exp_fn(trainer_run_config, hparams)

    decode_hp = decoding.decode_hparams(self.params.decode_hparams)
    estimator = trainer_lib.create_estimator(
        self.params.model_name,
        hparams,
        trainer_run_config,
        decode_hparams=decode_hp,
        use_tpu=False)

    return estimator, decode_hp, hparams

コード例 #3

ファイル: g2p.py プロジェクト: jupinter/g2p-seq2seq

  def __prepare_model(self):
    """Prepare utilities for decoding."""
    hparams = trainer_lib.create_hparams(
        hparams_set=self.params.hparams_set,
        hparams_overrides_str=self.params.hparams)
    trainer_run_config = g2p_trainer_utils.create_run_config(hparams,
        self.params)
    exp_fn = g2p_trainer_utils.create_experiment_fn(self.params, self.problem)
    self.exp = exp_fn(trainer_run_config, hparams)

    decode_hp = decoding.decode_hparams(self.params.decode_hparams)
    decode_hp.add_hparam("shards", self.params.decode_shards)
    decode_hp.add_hparam("shard_id", self.params.worker_id)
    estimator = trainer_lib.create_estimator(
        self.params.model_name,
        hparams,
        trainer_run_config,
        decode_hparams=decode_hp,
        use_tpu=False)

    return estimator, decode_hp, hparams