TensorFlow 2 version
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Operations for writing summary data, for use in analysis and visualization.
See the Summaries and TensorBoard guide.
Classes
class Event: A ProtocolMessage
class FileWriter: Writes Summary protocol buffers to event files.
class FileWriterCache: Cache for file writers.
class SessionLog: A ProtocolMessage
class Summary: A ProtocolMessage
class SummaryDescription: A ProtocolMessage
class TaggedRunMetadata: A ProtocolMessage
Functions
all_v2_summary_ops(...): Returns all V2-style summary ops defined in the current default graph.
audio(...): Outputs a Summary protocol buffer with audio.
get_summary_description(...): Given a TensorSummary node_def, retrieve its SummaryDescription.
histogram(...): Outputs a Summary protocol buffer with a histogram.
image(...): Outputs a Summary protocol buffer with images.
initialize(...): Initializes summary writing for graph execution mode.
merge(...): Merges summaries.
merge_all(...): Merges all summaries collected in the default graph.
scalar(...): Outputs a Summary protocol buffer containing a single scalar value.
tensor_summary(...): Outputs a Summary protocol buffer with a serialized tensor.proto.
text(...): Summarizes textual data.