TensorFlow 1 version |
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.