summary_go_proto

package
v0.0.0-...-8fd67a1 Latest Latest
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 Go to latest Published: Nov 4, 2022 License: Apache-2.0, BSD-2-Clause Imports: 5 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var (
	DataClass_name = map[int32]string{
		0: "DATA_CLASS_UNKNOWN",
		1: "DATA_CLASS_SCALAR",
		2: "DATA_CLASS_TENSOR",
		3: "DATA_CLASS_BLOB_SEQUENCE",
	}
	DataClass_value = map[string]int32{
		"DATA_CLASS_UNKNOWN":       0,
		"DATA_CLASS_SCALAR":        1,
		"DATA_CLASS_TENSOR":        2,
		"DATA_CLASS_BLOB_SEQUENCE": 3,
	}
)

Enum value maps for DataClass.

View Source 
var File_tensorflow_core_framework_summary_proto protoreflect.FileDescriptor

Functions

This section is empty.

Types

type DataClass 

type DataClass int32
const (
	// Unknown data class, used (implicitly) for legacy data. Will not be
	// processed by data ingestion pipelines.
	DataClass_DATA_CLASS_UNKNOWN DataClass = 0
	// Scalar time series. Each `Value` for the corresponding tag must have
	// `tensor` set to a rank-0 tensor of type `DT_FLOAT` (float32).
	DataClass_DATA_CLASS_SCALAR DataClass = 1
	// Tensor time series. Each `Value` for the corresponding tag must have
	// `tensor` set. The tensor value is arbitrary, but should be small to
	// accommodate direct storage in database backends: an upper bound of a few
	// kilobytes is a reasonable rule of thumb.
	DataClass_DATA_CLASS_TENSOR DataClass = 2
	// Blob sequence time series. Each `Value` for the corresponding tag must
	// have `tensor` set to a rank-1 tensor of bytestring dtype.
	DataClass_DATA_CLASS_BLOB_SEQUENCE DataClass = 3
)

func (DataClass) Descriptor 

func (DataClass) Descriptor() protoreflect.EnumDescriptor

func (DataClass) Enum 

func (x DataClass) Enum() *DataClass

func (DataClass) EnumDescriptor deprecated 

func (DataClass) EnumDescriptor() ([]byte, []int)

Deprecated: Use DataClass.Descriptor instead.

func (DataClass) Number 

func (x DataClass) Number() protoreflect.EnumNumber

func (DataClass) String 

func (x DataClass) String() string

func (DataClass) Type 

func (DataClass) Type() protoreflect.EnumType

type HistogramProto 

type HistogramProto struct {
	Min        float64 `protobuf:"fixed64,1,opt,name=min,proto3" json:"min,omitempty"`
	Max        float64 `protobuf:"fixed64,2,opt,name=max,proto3" json:"max,omitempty"`
	Num        float64 `protobuf:"fixed64,3,opt,name=num,proto3" json:"num,omitempty"`
	Sum        float64 `protobuf:"fixed64,4,opt,name=sum,proto3" json:"sum,omitempty"`
	SumSquares float64 `protobuf:"fixed64,5,opt,name=sum_squares,json=sumSquares,proto3" json:"sum_squares,omitempty"`
	// Parallel arrays encoding the bucket boundaries and the bucket values.
	// bucket(i) is the count for the bucket i.  The range for
	// a bucket is:
	//
	//	i == 0:  -DBL_MAX .. bucket_limit(0)
	//	i != 0:  bucket_limit(i-1) .. bucket_limit(i)
	BucketLimit []float64 `protobuf:"fixed64,6,rep,packed,name=bucket_limit,json=bucketLimit,proto3" json:"bucket_limit,omitempty"`
	Bucket      []float64 `protobuf:"fixed64,7,rep,packed,name=bucket,proto3" json:"bucket,omitempty"`
	// contains filtered or unexported fields
}

Serialization format for histogram module in core/lib/histogram/histogram.h

func (*HistogramProto) Descriptor deprecated 

func (*HistogramProto) Descriptor() ([]byte, []int)

Deprecated: Use HistogramProto.ProtoReflect.Descriptor instead.

func (*HistogramProto) GetBucket 

func (x *HistogramProto) GetBucket() []float64

func (*HistogramProto) GetBucketLimit 

func (x *HistogramProto) GetBucketLimit() []float64

func (*HistogramProto) GetMax 

func (x *HistogramProto) GetMax() float64

func (*HistogramProto) GetMin 

func (x *HistogramProto) GetMin() float64

func (*HistogramProto) GetNum 

func (x *HistogramProto) GetNum() float64

func (*HistogramProto) GetSum 

func (x *HistogramProto) GetSum() float64

func (*HistogramProto) GetSumSquares 

func (x *HistogramProto) GetSumSquares() float64

func (*HistogramProto) ProtoMessage 

func (*HistogramProto) ProtoMessage()

func (*HistogramProto) ProtoReflect 

func (x *HistogramProto) ProtoReflect() protoreflect.Message

func (*HistogramProto) Reset 

func (x *HistogramProto) Reset()

func (*HistogramProto) String 

func (x *HistogramProto) String() string

type Summary 

type Summary struct {

	// Set of values for the summary.
	Value []*Summary_Value `protobuf:"bytes,1,rep,name=value,proto3" json:"value,omitempty"`
	// contains filtered or unexported fields
}

A Summary is a set of named values to be displayed by the visualizer.

Summaries are produced regularly during training, as controlled by the "summary_interval_secs" attribute of the training operation. Summaries are also produced at the end of an evaluation.

func (*Summary) Descriptor deprecated 

func (*Summary) Descriptor() ([]byte, []int)

Deprecated: Use Summary.ProtoReflect.Descriptor instead.

func (*Summary) GetValue 

func (x *Summary) GetValue() []*Summary_Value

func (*Summary) ProtoMessage 

func (*Summary) ProtoMessage()

func (*Summary) ProtoReflect 

func (x *Summary) ProtoReflect() protoreflect.Message

func (*Summary) Reset 

func (x *Summary) Reset()

func (*Summary) String 

func (x *Summary) String() string

type SummaryDescription 

type SummaryDescription struct {

	// Hint on how plugins should process the data in this series.
	// Supported values include "scalar", "histogram", "image", "audio"
	TypeHint string `protobuf:"bytes,1,opt,name=type_hint,json=typeHint,proto3" json:"type_hint,omitempty"`
	// contains filtered or unexported fields
}

Metadata associated with a series of Summary data

func (*SummaryDescription) Descriptor deprecated 

func (*SummaryDescription) Descriptor() ([]byte, []int)

Deprecated: Use SummaryDescription.ProtoReflect.Descriptor instead.

func (*SummaryDescription) GetTypeHint 

func (x *SummaryDescription) GetTypeHint() string

func (*SummaryDescription) ProtoMessage 

func (*SummaryDescription) ProtoMessage()

func (*SummaryDescription) ProtoReflect 

func (x *SummaryDescription) ProtoReflect() protoreflect.Message

func (*SummaryDescription) Reset 

func (x *SummaryDescription) Reset()

func (*SummaryDescription) String 

func (x *SummaryDescription) String() string

type SummaryMetadata 

type SummaryMetadata struct {

	// Data that associates a summary with a certain plugin.
	PluginData *SummaryMetadata_PluginData `protobuf:"bytes,1,opt,name=plugin_data,json=pluginData,proto3" json:"plugin_data,omitempty"`
	// Display name for viewing in TensorBoard.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Longform readable description of the summary sequence. Markdown supported.
	SummaryDescription string `protobuf:"bytes,3,opt,name=summary_description,json=summaryDescription,proto3" json:"summary_description,omitempty"`
	// Class of data stored in this time series. Required for compatibility with
	// TensorBoard's generic data facilities (`DataProvider`, et al.). This value
	// imposes constraints on the dtype and shape of the corresponding tensor
	// values. See `DataClass` docs for details.
	DataClass DataClass `protobuf:"varint,4,opt,name=data_class,json=dataClass,proto3,enum=tensorflow.DataClass" json:"data_class,omitempty"`
	// contains filtered or unexported fields
}

A SummaryMetadata encapsulates information on which plugins are able to make use of a certain summary value.

func (*SummaryMetadata) Descriptor deprecated 

func (*SummaryMetadata) Descriptor() ([]byte, []int)

Deprecated: Use SummaryMetadata.ProtoReflect.Descriptor instead.

func (*SummaryMetadata) GetDataClass 

func (x *SummaryMetadata) GetDataClass() DataClass

func (*SummaryMetadata) GetDisplayName 

func (x *SummaryMetadata) GetDisplayName() string

func (*SummaryMetadata) GetPluginData 

func (x *SummaryMetadata) GetPluginData() *SummaryMetadata_PluginData

func (*SummaryMetadata) GetSummaryDescription 

func (x *SummaryMetadata) GetSummaryDescription() string

func (*SummaryMetadata) ProtoMessage 

func (*SummaryMetadata) ProtoMessage()

func (*SummaryMetadata) ProtoReflect 

func (x *SummaryMetadata) ProtoReflect() protoreflect.Message

func (*SummaryMetadata) Reset 

func (x *SummaryMetadata) Reset()

func (*SummaryMetadata) String 

func (x *SummaryMetadata) String() string

type SummaryMetadata_PluginData 

type SummaryMetadata_PluginData struct {

	// The name of the plugin this data pertains to.
	PluginName string `protobuf:"bytes,1,opt,name=plugin_name,json=pluginName,proto3" json:"plugin_name,omitempty"`
	// The content to store for the plugin. The best practice is for this to be
	// a binary serialized protocol buffer.
	Content []byte `protobuf:"bytes,2,opt,name=content,proto3" json:"content,omitempty"`
	// contains filtered or unexported fields
}

func (*SummaryMetadata_PluginData) Descriptor deprecated 

func (*SummaryMetadata_PluginData) Descriptor() ([]byte, []int)

Deprecated: Use SummaryMetadata_PluginData.ProtoReflect.Descriptor instead.

func (*SummaryMetadata_PluginData) GetContent 

func (x *SummaryMetadata_PluginData) GetContent() []byte

func (*SummaryMetadata_PluginData) GetPluginName 

func (x *SummaryMetadata_PluginData) GetPluginName() string

func (*SummaryMetadata_PluginData) ProtoMessage 

func (*SummaryMetadata_PluginData) ProtoMessage()

func (*SummaryMetadata_PluginData) ProtoReflect 

func (x *SummaryMetadata_PluginData) ProtoReflect() protoreflect.Message

func (*SummaryMetadata_PluginData) Reset 

func (x *SummaryMetadata_PluginData) Reset()

func (*SummaryMetadata_PluginData) String 

func (x *SummaryMetadata_PluginData) String() string

type Summary_Audio 

type Summary_Audio struct {

	// Sample rate of the audio in Hz.
	SampleRate float32 `protobuf:"fixed32,1,opt,name=sample_rate,json=sampleRate,proto3" json:"sample_rate,omitempty"`
	// Number of channels of audio.
	NumChannels int64 `protobuf:"varint,2,opt,name=num_channels,json=numChannels,proto3" json:"num_channels,omitempty"`
	// Length of the audio in frames (samples per channel).
	LengthFrames int64 `protobuf:"varint,3,opt,name=length_frames,json=lengthFrames,proto3" json:"length_frames,omitempty"`
	// Encoded audio data and its associated RFC 2045 content type (e.g.
	// "audio/wav").
	EncodedAudioString []byte `protobuf:"bytes,4,opt,name=encoded_audio_string,json=encodedAudioString,proto3" json:"encoded_audio_string,omitempty"`
	ContentType        string `protobuf:"bytes,5,opt,name=content_type,json=contentType,proto3" json:"content_type,omitempty"`
	// contains filtered or unexported fields
}

func (*Summary_Audio) Descriptor deprecated 

func (*Summary_Audio) Descriptor() ([]byte, []int)

Deprecated: Use Summary_Audio.ProtoReflect.Descriptor instead.

func (*Summary_Audio) GetContentType 

func (x *Summary_Audio) GetContentType() string

func (*Summary_Audio) GetEncodedAudioString 

func (x *Summary_Audio) GetEncodedAudioString() []byte

func (*Summary_Audio) GetLengthFrames 

func (x *Summary_Audio) GetLengthFrames() int64

func (*Summary_Audio) GetNumChannels 

func (x *Summary_Audio) GetNumChannels() int64

func (*Summary_Audio) GetSampleRate 

func (x *Summary_Audio) GetSampleRate() float32

func (*Summary_Audio) ProtoMessage 

func (*Summary_Audio) ProtoMessage()

func (*Summary_Audio) ProtoReflect 

func (x *Summary_Audio) ProtoReflect() protoreflect.Message

func (*Summary_Audio) Reset 

func (x *Summary_Audio) Reset()

func (*Summary_Audio) String 

func (x *Summary_Audio) String() string

type Summary_Image 

type Summary_Image struct {

	// Dimensions of the image.
	Height int32 `protobuf:"varint,1,opt,name=height,proto3" json:"height,omitempty"`
	Width  int32 `protobuf:"varint,2,opt,name=width,proto3" json:"width,omitempty"`
	// Valid colorspace values are
	//
	//	1 - grayscale
	//	2 - grayscale + alpha
	//	3 - RGB
	//	4 - RGBA
	//	5 - DIGITAL_YUV
	//	6 - BGRA
	Colorspace int32 `protobuf:"varint,3,opt,name=colorspace,proto3" json:"colorspace,omitempty"`
	// Image data in encoded format.  All image formats supported by
	// image_codec::CoderUtil can be stored here.
	EncodedImageString []byte `protobuf:"bytes,4,opt,name=encoded_image_string,json=encodedImageString,proto3" json:"encoded_image_string,omitempty"`
	// contains filtered or unexported fields
}

func (*Summary_Image) Descriptor deprecated 

func (*Summary_Image) Descriptor() ([]byte, []int)

Deprecated: Use Summary_Image.ProtoReflect.Descriptor instead.

func (*Summary_Image) GetColorspace 

func (x *Summary_Image) GetColorspace() int32

func (*Summary_Image) GetEncodedImageString 

func (x *Summary_Image) GetEncodedImageString() []byte

func (*Summary_Image) GetHeight 

func (x *Summary_Image) GetHeight() int32

func (*Summary_Image) GetWidth 

func (x *Summary_Image) GetWidth() int32

func (*Summary_Image) ProtoMessage 

func (*Summary_Image) ProtoMessage()

func (*Summary_Image) ProtoReflect 

func (x *Summary_Image) ProtoReflect() protoreflect.Message

func (*Summary_Image) Reset 

func (x *Summary_Image) Reset()

func (*Summary_Image) String 

func (x *Summary_Image) String() string

type Summary_Value 

type Summary_Value struct {

	// This field is deprecated and will not be set.
	NodeName string `protobuf:"bytes,7,opt,name=node_name,json=nodeName,proto3" json:"node_name,omitempty"`
	// Tag name for the data. Used by TensorBoard plugins to organize data. Tags
	// are often organized by scope (which contains slashes to convey
	// hierarchy). For example: foo/bar/0
	Tag string `protobuf:"bytes,1,opt,name=tag,proto3" json:"tag,omitempty"`
	// Contains metadata on the summary value such as which plugins may use it.
	// Take note that many summary values may lack a metadata field. This is
	// because the FileWriter only keeps a metadata object on the first summary
	// value with a certain tag for each tag. TensorBoard then remembers which
	// tags are associated with which plugins. This saves space.
	Metadata *SummaryMetadata `protobuf:"bytes,9,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// Value associated with the tag.
	//
	// Types that are assignable to Value:
	//
	//	*Summary_Value_SimpleValue
	//	*Summary_Value_ObsoleteOldStyleHistogram
	//	*Summary_Value_Image
	//	*Summary_Value_Histo
	//	*Summary_Value_Audio
	//	*Summary_Value_Tensor
	Value isSummary_Value_Value `protobuf_oneof:"value"`
	// contains filtered or unexported fields
}

func (*Summary_Value) Descriptor deprecated 

func (*Summary_Value) Descriptor() ([]byte, []int)

Deprecated: Use Summary_Value.ProtoReflect.Descriptor instead.

func (*Summary_Value) GetAudio 

func (x *Summary_Value) GetAudio() *Summary_Audio

func (*Summary_Value) GetHisto 

func (x *Summary_Value) GetHisto() *HistogramProto

func (*Summary_Value) GetImage 

func (x *Summary_Value) GetImage() *Summary_Image

func (*Summary_Value) GetMetadata 

func (x *Summary_Value) GetMetadata() *SummaryMetadata

func (*Summary_Value) GetNodeName 

func (x *Summary_Value) GetNodeName() string

func (*Summary_Value) GetObsoleteOldStyleHistogram 

func (x *Summary_Value) GetObsoleteOldStyleHistogram() []byte

func (*Summary_Value) GetSimpleValue 

func (x *Summary_Value) GetSimpleValue() float32

func (*Summary_Value) GetTag 

func (x *Summary_Value) GetTag() string

func (*Summary_Value) GetTensor 

func (x *Summary_Value) GetTensor() *tensor_go_proto.TensorProto

func (*Summary_Value) GetValue 

func (m *Summary_Value) GetValue() isSummary_Value_Value

func (*Summary_Value) ProtoMessage 

func (*Summary_Value) ProtoMessage()

func (*Summary_Value) ProtoReflect 

func (x *Summary_Value) ProtoReflect() protoreflect.Message

func (*Summary_Value) Reset 

func (x *Summary_Value) Reset()

func (*Summary_Value) String 

func (x *Summary_Value) String() string

type Summary_Value_Audio 

type Summary_Value_Audio struct {
	Audio *Summary_Audio `protobuf:"bytes,6,opt,name=audio,proto3,oneof"`
}

type Summary_Value_Histo 

type Summary_Value_Histo struct {
	Histo *HistogramProto `protobuf:"bytes,5,opt,name=histo,proto3,oneof"`
}

type Summary_Value_Image 

type Summary_Value_Image struct {
	Image *Summary_Image `protobuf:"bytes,4,opt,name=image,proto3,oneof"`
}

type Summary_Value_ObsoleteOldStyleHistogram 

type Summary_Value_ObsoleteOldStyleHistogram struct {
	ObsoleteOldStyleHistogram []byte `protobuf:"bytes,3,opt,name=obsolete_old_style_histogram,json=obsoleteOldStyleHistogram,proto3,oneof"`
}

type Summary_Value_SimpleValue 

type Summary_Value_SimpleValue struct {
	SimpleValue float32 `protobuf:"fixed32,2,opt,name=simple_value,json=simpleValue,proto3,oneof"`
}

type Summary_Value_Tensor 

type Summary_Value_Tensor struct {
	Tensor *tensor_go_proto.TensorProto `protobuf:"bytes,8,opt,name=tensor,proto3,oneof"`
}

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