tf.summary.audio( name, tensor, sample_rate, max_outputs=3, collections=None, family=None )
See the guide: Upgrade to TensorFlow 1.0 > Upgrading your code manually
Summary protocol buffer with audio.
The summary has up to
max_outputs summary values containing audio. The
audio is built from
tensor which must be 3-D with shape
frames, channels] or 2-D with shape
[batch_size, frames]. The values are
assumed to be in the range of
[-1.0, 1.0] with a sample rate of
tag in the outputted Summary.Value protobufs is generated based on the
name, with a suffix depending on the max_outputs setting:
max_outputsis 1, the summary value tag is 'name/audio'.
max_outputsis greater than 1, the summary value tags are generated sequentially as 'name/audio/0', 'name/audio/1', etc
name: A name for the generated node. Will also serve as a series name in TensorBoard.
tensor: A 3-D
[batch_size, frames, channels]or a 2-D
sample_rate: A Scalar
Tensorindicating the sample rate of the signal in hertz.
max_outputs: Max number of batch elements to generate audio for.
collections: Optional list of ops.GraphKeys. The collections to add the summary to. Defaults to [_ops.GraphKeys.SUMMARIES]
family: Optional; if provided, used as the prefix of the summary tag name, which controls the tab name used for display on Tensorboard.
Tensor of type
string. The serialized