Python print_hparams Examples

Example #1

def create_or_load_hparams(default_hparams, hparams_path, save_hparams=True):
    """Create hparams or load hparams from out_dir."""
    hparams = None
    if not hparams:
        hparams = default_hparams
        hparams = utils.maybe_parse_standard_hparams(hparams, hparams_path)
    else:
        hparams = ensure_compatible_hparams(hparams, default_hparams,
                                            hparams_path)
    hparams = extend_hparams(hparams)

    # Print HParams
    utils.print_hparams(hparams)
    return hparams

Example #2

File: nmt_infer.py Project: lucymerobinson/alveo-galaxy-tools

def load_hparams_Alveo(
    out_dir, default_hparams, hparams_path, save_hparams=True):
  """Create hparams or load hparams from out_dir."""

  hparams = utils.load_hparams(out_dir)

  hparams = ensure_compatible_hparams(hparams, default_hparams, hparams_path)

  # Print HParams
  if save_hparams:
    utils.save_hparams(out_dir, hparams)
    for metric in hparams.metrics:
      utils.save_hparams(getattr(hparams, "best_" + metric + "_dir"), hparams)
  utils.print_hparams(hparams)
  return hparams

Example #3

def create_hparams_Alveo(default_hparams, hparams_path, save_hparams=True):
    """Create hparams or load hparams from out_dir."""

    hparams = default_hparams
    hparams = utils.maybe_parse_standard_hparams(hparams, hparams_path)
    hparams = extend_hparams(hparams)

    if save_hparams:
        #utils.save_hparams_Alveo(hparams, hparams.out_hparam)
        utils.save_hparams(default_hparams.out_dir, hparams)
        for metric in hparams.metrics:
            utils.save_hparams(getattr(hparams, "best_" + metric + "_dir"),
                               hparams)

    utils.print_hparams(hparams)
    return hparams

Example #4

File: nmt.py Project: herbertchen1/MANNs4NMT

def create_or_load_hparams(out_dir, default_hparams, hparams_path):
    """Create hparams or load hparams from out_dir."""
    hparams = utils.load_hparams(out_dir)
    if not hparams:
        hparams = default_hparams
        hparams = utils.maybe_parse_standard_hparams(hparams, hparams_path)
        hparams = extend_hparams(hparams)
    else:
        hparams = ensure_compatible_hparams(hparams, default_hparams,
                                            hparams_path)

    # Save HParams
    utils.save_hparams(out_dir, hparams)

    for metric in hparams.metrics:
        utils.save_hparams(getattr(hparams, "best_" + metric + "_dir"),
                           hparams)

    # Print HParams
    utils.print_hparams(hparams)
    return hparams

Example #5

File: argument_parser.py Project: cainesap/Dialogue-systems-for-language-learning

def create_or_load_hparams(out_dir, default_hparams, flags):
    """Create hparams or load hparams from out_dir."""
    hparams = utils.load_hparams(out_dir, verbose=not flags.chat)
    if not hparams:
        # Parse the ones from the command line
        hparams = default_hparams
        hparams = utils.maybe_parse_standard_hparams(
            hparams, flags.hparams_path, verbose=not flags.chat)
        hparams = extend_hparams(hparams)
    else:
        hparams = ensure_compatible_hparams(hparams, default_hparams, flags)

    # Save HParams
    utils.save_hparams(out_dir, hparams, verbose=not flags.chat)

    for metric in hparams.metrics:
        utils.save_hparams(getattr(hparams, "best_" + metric + "_dir"), hparams, verbose=not flags.chat)

    # Print HParams
    if not flags.chat:
        utils.print_hparams(hparams)
    return hparams