Class SamplerCell

tensorflow/python/eager/monitoring.py:337–367

SamplerCell stores each value of a Sampler.

class SamplerCell(object):
  """SamplerCell stores each value of a Sampler."""

  def __init__(self, cell):
    """Creates a new SamplerCell.

    Args:
      cell: A c pointer of TFE_MonitoringSamplerCell.
    """
    self._cell = cell

  def add(self, value):
    """Atomically add a sample.

    Args:
      value: float value.
    """
    pywrap_tensorflow.TFE_MonitoringSamplerCellAdd(self._cell, value)

  def value(self):
    """Retrieves the current distribution of samples.

    Returns:
      A HistogramProto describing the distribution of samples.
    """
    with c_api_util.tf_buffer() as buffer_:
      pywrap_tensorflow.TFE_MonitoringSamplerCellValue(self._cell, buffer_)
      proto_data = pywrap_tensorflow.TF_GetBuffer(buffer_)
    histogram_proto = summary_pb2.HistogramProto()
    histogram_proto.ParseFromString(compat.as_bytes(proto_data))
    return histogram_proto


class Buckets(object):