TensorFlow summary API migration.
Create tf.summary.{image, histogram, audio, merge, merge_all} These duplicate tf.{image, histogram, audio, merge, merge_all}_summary. We will deprecate the existing versions in a future change. The APIs for the migrated summary ops are almost the same. Here are the changes: - The first argument for each summary op is now "name" rather than "tag". The "tag" argument is removed entirely. The name will be used to construct the op name per standard TensorFlow naming conventions, meaning there is no longer a need to do manual name-prefixing to get re-usable summary ops. - The image summary "max_images" argument was renamed to "max_outputs", for consistency with the audio summary and other future summaries. A future change will migrate existing usage where possible, and remove the duplicated implementations in logging_ops.py Change: 136636253
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