summarizer.py 文件源码

def summarize(value, type, name, summary_collection="tflearn_summ"):
    """ summarize.

    A custom summarization op.

    Arguemnts:
        value: `Tensor`. The tensor value to monitor.
        type: `str` among 'histogram', 'scalar'. The data monitoring type.
        name: `str`. A name for this summary.
        summary_collection: A collection to add this summary to and
            also used for returning a merged summary over all its elements.
            Default: 'tflearn_summ'.

    Returns:
        `Tensor`. Merge of all summary in 'summary_collection'.

    """
    if tf012:
        name = name.replace(':', '_')
    summaries.get_summary(type, name, value, summary_collection)
    return merge_summary(tf.get_collection(summary_collection))