evaluation

package
v1.4.21 Latest Latest
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 Go to latest Published: Jun 14, 2022 License: NCSA Imports: 42 Imported by: 0

README

MLModelScope enables easy evaluations of both performance and accuracy of models across frameworks and systems. This repo contains commands that help summarize and visualize the experiments results.

Documentation

Index

Constants

View Source 
const (
	GoldRatio = 1.618033989
)

Variables

View Source 
var (
	DefaultShowTitle          = true
	DefaultAssetHost          = `https://s3.amazonaws.com/store.carml.org/model_analysis_2019/assets/`
	DefaultTitleFontSize      = 18
	DefaultSeriesFontSize     = 14
	DefaultLegendFontSize     = 14
	DefaultBarPlotAspectRatio = 3.0
	DefaultBarPlotWidth       = 900
	DefaultBarPlotHeight      = int(float64(DefaultBarPlotWidth) / DefaultBarPlotAspectRatio)
	DefaultBoxPlotAspectRatio = 3.0
	DefaultBoxPlotWidth       = 900
	DefaultBoxPlotHeight      = int(float64(DefaultBoxPlotWidth) / DefaultBoxPlotAspectRatio)
	DefaultPiePlotWidth       = 900
	DefaultPiePlotHeight      = 500
)
View Source 
var (
	DefaultTrimmedMeanFraction = 0.0
	DefaultDimiter             = ";"
)

Functions

func GetMeanLogValue 

func GetMeanLogValue(info SummaryGPUKernelInformation, name string, trimmedMeanFraction float64) (float64, int)

func TempFile 

func TempFile(dir, pattern string) string

TempFile creates a new temporary file in the directory dir, opens the file for reading and writing, and returns the resulting *os.File. The filename is generated by taking pattern and adding a random string to the end. If pattern includes a "*", the random string replaces the last "*". If dir is the empty string, TempFile uses the default directory for temporary files (see os.TempDir). Multiple programs calling TempFile simultaneously will not choose the same file. The caller can use f.Name() to find the pathname of the file. It is the caller's responsibility to remove the file when no longer needed.

func TrimmedMean 

func TrimmedMean(data []float64, frac float64) float64

func TrimmedMeanInt64Slice 

func TrimmedMeanInt64Slice(data []int64, frac float64) float64

func TrimmedMeanInt64SliceToString 

func TrimmedMeanInt64SliceToString(data []int64, frac float64) string

Types

type AllocationDescription 

type AllocationDescription struct {
	RequestedBytes int    `json:"requested_bytes"`
	AllocatedBytes int    `json:"allocated_bytes"`
	AllocatorName  string `json:"allocator_name"`
	AllocationID   int    `json:"allocation_id"`
	Ptr            int64  `json:"ptr"`
}

type AllocationRecords 

type AllocationRecords struct {
	AllocMicros int64 `json:"alloc_micros"`
	AllocBytes  int   `json:"alloc_bytes"`
}

type BarPlotter 

type BarPlotter interface {
	PlotNamed
	BarPlot() *charts.Bar
	BarPlotAdd(*charts.Bar) *charts.Bar
	WriteBarPlot(string) error
	OpenBarPlot() error
}

type BoxPlotter 

type BoxPlotter interface {
	PlotNamed
	BoxPlot() *charts.BoxPlot
	BoxPlotAdd(*charts.BoxPlot) *charts.BoxPlot
	WriteBoxPlot(string) error
	OpenBoxPlot() error
}

type Dim 

type Dim struct {
	Size int `json:"size"`
}

type Divergence 

type Divergence struct {
	ID                           bson.ObjectId        `bson:"id,omitempty" json:"id,omitempty"`
	CreatedAt                    time.Time            `bson:"created_at,omitempty" bson:"created_at" json:"created_at,omitempty"`
	Method                       string               `bson:"method,omitempty" json:"method,omitempty"`
	Value                        float64              `bson:"value,omitempty" json:"value,omitempty"`
	SourcePredictionID           bson.ObjectId        `bson:"source_prediction_id,omitempty" json:"source_prediction_id,omitempty"`
	TargetPredictionID           bson.ObjectId        `bson:"target_prediction_id,omitempty" json:"target_prediction_id,omitempty"`
	SourceInputPredictionInputID string               `bson:"source_input_prediction_input_id,omitempty" json:"source_input_prediction_input_id,omitempty"`
	TargetInputPredictionInputID string               `bson:"target_input_prediction_input_id,omitempty" json:"target_input_prediction_input_id,omitempty"`
	SourceFeatures               dlframework.Features `bson:"source_features,omitempty" json:"source_features,omitempty"`
	TargetFeatures               dlframework.Features `bson:"target_features,omitempty" json:"target_features,omitempty"`
}

func (Divergence) TableName 

func (Divergence) TableName() string

type DivergenceCollection 

type DivergenceCollection struct {
	*mongodb.MongoTable
}

func NewDivergenceCollection 

func NewDivergenceCollection(db database.Database) (*DivergenceCollection, error)

func (*DivergenceCollection) Close 

func (m *DivergenceCollection) Close() error

type Evaluation 

type Evaluation struct {
	ID                  bson.ObjectId                 `json:"id,omitempty" bson:"_id,omitempty"`
	UserID              string                        `json:"user_id,omitempty" bson:"user_id,omitempty"`
	RunID               string                        `json:"run_id,omitempty"  bson:"run_id,omitempty"`
	CreatedAt           time.Time                     `json:"created_at,omitempty" bson:"created_at,omitempty"`
	Framework           dlframework.FrameworkManifest `json:"framework,omitempty"  bson:"framework,omitempty"`
	Model               dlframework.ModelManifest     `json:"model,omitempty"  bson:"model,omitempty"`
	DatasetCategory     string                        `json:"dataset_category,omitempty" bson:"dataset_category"`
	DatasetName         string                        `json:"dataset_name,omitempty" bson:"dataset_name,omitempty"`
	MachineArchitecture string                        `json:"machine_architecture,omitempty" bson:"machine_architecture,omitempty"`
	UsingGPU            bool                          `json:"using_gpu,omitempty" bson:"using_gpu,omitempty"`
	BatchSize           int                           `json:"batch_size,omitempty" bson:"batch_size,omitempty"`
	GPUMetrics          string                        `json:"gpu_metrics,omitempty" bson:"gpu_metrics,omitempty"`
	Hostname            string                        `json:"hostname,omitempty" bson:"hostname,omitempty"`
	HostIP              string                        `json:"host_ip,omitempty" bson:"host_ip,omitempty"`
	TraceLevel          string                        `json:"trace_level,omitempty" bson:"trace_level,omitempty"`
	ModelAccuracyID     bson.ObjectId                 `json:"model_accuracy_id,omitempty" bson:"model_accuracy_id,omitempty"`
	InputPredictionIDs  []bson.ObjectId               `json:"input_prediction_ids,omitempty" bson:"input_prediction_ids,omitempty"`
	PerformanceID       bson.ObjectId                 `json:"performance_id,omitempty" bson:"performance_id,omitempty"`
	Public              bool                          `json:"public,omitempty" bson:"public,omitempty"`
	MachineInformation  *machine.Machine              `json:"machine_information,omitempty" bson:"machine_information,omitempty"`
	GPUDriverVersion    *string                       `json:"gpu_driver,omitempty" bson:"gpu_driver,omitempty"`
	GPUDevice           *int                          `json:"gpu_device,omitempty" bson:"gpu_device,omitempty"`
	GPUInformation      *nvidiasmi.GPU                `json:"gpu_information,omitempty" bson:"gpu_information,omitempty"`
	Metadata            map[string]string             `json:"metadata,omitempty" bson:"metadata,omitempty"`
}

func (Evaluation) EventFlowSummary 

func (e Evaluation) EventFlowSummary(perfCol *PerformanceCollection) (*SummaryEventFlow, error)

func (Evaluation) MarshalEasyJSON 

func (v Evaluation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (Evaluation) MarshalJSON 

func (v Evaluation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (Evaluation) PredictAccuracyInformationSummary 

func (e Evaluation) PredictAccuracyInformationSummary(accCol *ModelAccuracyCollection) (*SummaryModelAccuracyInformation, error)

func (Evaluation) TableName 

func (Evaluation) TableName() string

func (*Evaluation) UnmarshalEasyJSON 

func (v *Evaluation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*Evaluation) UnmarshalJSON 

func (v *Evaluation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type EvaluationCollection 

type EvaluationCollection struct {
	*mongodb.MongoTable
}

func NewEvaluationCollection 

func NewEvaluationCollection(db database.Database) (*EvaluationCollection, error)

func (*EvaluationCollection) Close 

func (m *EvaluationCollection) Close() error

func (*EvaluationCollection) Find 

func (c *EvaluationCollection) Find(as ...interface{}) ([]Evaluation, error)

func (*EvaluationCollection) FindByModel 

func (c *EvaluationCollection) FindByModel(model dlframework.ModelManifest) ([]Evaluation, error)

func (*EvaluationCollection) FindByUserID 

func (c *EvaluationCollection) FindByUserID(UserID string) ([]Evaluation, error)

type Evaluations 

type Evaluations []Evaluation

func (Evaluations) EventFlowSummary 

func (es Evaluations) EventFlowSummary(perfCol *PerformanceCollection) (SummaryEventFlows, error)

func (Evaluations) GetSpansFromPerformanceCollection 

func (es Evaluations) GetSpansFromPerformanceCollection(perfCol *PerformanceCollection) (Spans, error)

func (Evaluations) GroupByBatchSize 

func (es Evaluations) GroupByBatchSize() map[int]Evaluations

func (Evaluations) PredictAccuracyInformationSummary 

func (es Evaluations) PredictAccuracyInformationSummary(accCol *ModelAccuracyCollection) (SummaryModelAccuracyInformations, error)

func (Evaluations) SummaryGPUKernelLayerAggreInformations 

func (es Evaluations) SummaryGPUKernelLayerAggreInformations(perfCol *PerformanceCollection) (SummaryGPUKernelLayerAggreInformations, error)

func (Evaluations) SummaryGPUKernelLayerInformations 

func (es Evaluations) SummaryGPUKernelLayerInformations(perfCol *PerformanceCollection) (SummaryGPUKernelLayerInformations, error)

func (Evaluations) SummaryGPUKernelModelAggreInformations 

func (es Evaluations) SummaryGPUKernelModelAggreInformations(perfCol *PerformanceCollection) (SummaryGPUKernelModelAggreInformations, error)

func (Evaluations) SummaryGPUKernelNameAggreInformations 

func (es Evaluations) SummaryGPUKernelNameAggreInformations(perfCol *PerformanceCollection) (SummaryGPUKernelNameAggreInformations, error)

func (Evaluations) SummaryLayerAggreInformations 

func (es Evaluations) SummaryLayerAggreInformations(perfCol *PerformanceCollection) (SummaryLayerAggreInformations, error)

func (Evaluations) SummaryLayerInformations 

func (es Evaluations) SummaryLayerInformations(perfCol *PerformanceCollection) (SummaryLayerInformations, error)

func (Evaluations) SummaryModelInformations 

func (es Evaluations) SummaryModelInformations(perfCol *PerformanceCollection) (SummaryModelInformations, error)

type GPUKernelLayerAggreInformationSelector 

type GPUKernelLayerAggreInformationSelector func(elem SummaryGPUKernelLayerAggreInformation) float64

type GPUMemInformation 

type GPUMemInformation struct {
	GPUID int `json:"gpuid,omitempty"`

	StartUsed  int64 `json:"start_used,omitempty"`
	StartFree  int64 `json:"start_free,omitempty"`
	StartTotal int64 `json:"start_total,omitempty"`

	FinishUsed  int64 `json:"finish_used,omitempty"`
	FinishFree  int64 `json:"finish_free,omitempty"`
	FinishTotal int64 `json:"finish_total,omitempty"`
}

func (GPUMemInformation) MarshalEasyJSON 

func (v GPUMemInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (GPUMemInformation) MarshalJSON 

func (v GPUMemInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (*GPUMemInformation) UnmarshalEasyJSON 

func (v *GPUMemInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*GPUMemInformation) UnmarshalJSON 

func (v *GPUMemInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type InputPrediction 

type InputPrediction struct {
	ID            bson.ObjectId        `json:"id,omitempty" bson:"_id,omitempty"`
	CreatedAt     time.Time            `json:"created_at,omitempty"`
	InputID       string               `json:"input_id,omitempty"`
	InputIndex    int                  `json:"input_index,omitempty"`
	ExpectedLabel string               `json:"expected_label,omitempty"`
	Features      dlframework.Features `json:"features,omitempty"`
}

func (InputPrediction) TableName 

func (InputPrediction) TableName() string

type InputPredictionCollection 

type InputPredictionCollection struct {
	*mongodb.MongoTable
}

func NewInputPredictionCollection 

func NewInputPredictionCollection(db database.Database) (*InputPredictionCollection, error)

func (*InputPredictionCollection) Close 

func (m *InputPredictionCollection) Close() error

func (*InputPredictionCollection) Find 

func (c *InputPredictionCollection) Find(as ...interface{}) ([]InputPrediction, error)

type LayerAggregatedInformationSelector 

type LayerAggregatedInformationSelector func(elem SummaryLayerAggreInformation) interface{}

type LayerInformationSelector 

type LayerInformationSelector func(elem SummaryLayerInformation) float64

type MemoryInformation 

type MemoryInformation struct {
	GPU     []GPUMemInformation      `json:"gpu,omitempty"`
	Runtime RuntimeMemoryInformation `json:"runtime,omitempty"`
	System  SystemMemoryInformation  `json:"system,omitempty"`
}

func (MemoryInformation) MarshalEasyJSON 

func (v MemoryInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (MemoryInformation) MarshalJSON 

func (v MemoryInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (*MemoryInformation) UnmarshalEasyJSON 

func (v *MemoryInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*MemoryInformation) UnmarshalJSON 

func (v *MemoryInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type Metadata 

type Metadata map[string]interface{}

type ModelAccuracies 

type ModelAccuracies []ModelAccuracy

func (ModelAccuracies) PredictAccuracyInformationSummary 

func (as ModelAccuracies) PredictAccuracyInformationSummary(e Evaluation) ([]*SummaryModelAccuracyInformation, error)

type ModelAccuracy 

type ModelAccuracy struct {
	ID        bson.ObjectId `bson:"_id,omitempty" json:"id,omitempty"`
	CreatedAt time.Time     `bson:"created_at,omitempty" json:"created_at,omitempty"`
	Top1      float64       `bson:"top_1" json:"top_1"`
	Top5      float64       `bson:"top_5" json:"top_5"`
}

func (ModelAccuracy) PredictAccuracyInformationSummary 

func (a ModelAccuracy) PredictAccuracyInformationSummary(e Evaluation) (*SummaryModelAccuracyInformation, error)

func (ModelAccuracy) TableName 

func (ModelAccuracy) TableName() string

type ModelAccuracyCollection 

type ModelAccuracyCollection struct {
	*mongodb.MongoTable
}

func NewModelAccuracyCollection 

func NewModelAccuracyCollection(db database.Database) (*ModelAccuracyCollection, error)

func (*ModelAccuracyCollection) Close 

func (m *ModelAccuracyCollection) Close() error

func (*ModelAccuracyCollection) Find 

func (c *ModelAccuracyCollection) Find(as ...interface{}) ([]ModelAccuracy, error)

func (*ModelAccuracyCollection) FindByModel 

func (c *ModelAccuracyCollection) FindByModel(model dlframework.ModelManifest) ([]ModelAccuracy, error)

type Performance 

type Performance struct {
	ID              bson.ObjectId     `json:"id,omitempty"  bson:"_id,omitempty"`
	CreatedAt       time.Time         `json:"created_at" bson:"created_at,omitempty"`
	TraceCompressed []byte            `json:"trace_compressed" bson:"trace,omitempty"`
	Trace           *TraceInformation `json:"trace" bson:"-"`
	TraceLevel      tracer.Level      `json:"trace_level" bson:"trace_level,omitempty"`
	TraceURL        string            `json:"trace_url" bson:"trace_url,omitempty"`
}

func (*Performance) CompressTrace 

func (p *Performance) CompressTrace() error

func (Performance) EventFlowSummary 

func (p Performance) EventFlowSummary(e Evaluation) (*SummaryEventFlow, error)

func (Performance) MarshalEasyJSON 

func (v Performance) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (Performance) MarshalJSON 

func (v Performance) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (Performance) MemoryInformationSummary 

func (p Performance) MemoryInformationSummary(e Evaluation) (*SummaryMemoryInformation, error)

func (Performance) Spans 

func (p Performance) Spans() (Spans, error)

func (Performance) TableName 

func (Performance) TableName() string

func (*Performance) UncompressTrace 

func (p *Performance) UncompressTrace() error

func (*Performance) UnmarshalEasyJSON 

func (v *Performance) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*Performance) UnmarshalJSON 

func (v *Performance) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type PerformanceCollection 

type PerformanceCollection struct {
	*mongodb.MongoTable
}

func NewPerformanceCollection 

func NewPerformanceCollection(db database.Database) (*PerformanceCollection, error)

func (*PerformanceCollection) Close 

func (m *PerformanceCollection) Close() error

func (*PerformanceCollection) Find 

func (c *PerformanceCollection) Find(as ...interface{}) ([]Performance, error)

type Performances 

type Performances []Performance

func (Performances) Spans 

func (ps Performances) Spans() Spans

type PiePlotter 

type PiePlotter interface {
	PlotNamed
	PiePlot() *charts.Pie
	PiePlotAdd(*charts.Pie) *charts.Pie
	WritePiePlot(string) error
	OpenPiePlot() error
}

type PlotNamed 

type PlotNamed interface {
	PlotName() string
}

type RuntimeMemoryInformation 

type RuntimeMemoryInformation struct {
	StartAlloc      int64 `json:"start_alloc,omitempty"`
	StartHeapAlloc  int64 `json:"start_heap_alloc,omitempty"`
	StartHeapSys    int64 `json:"start_heap_sys,omitempty"`
	StartTotalAlloc int64 `json:"start_total_alloc,omitempty"`

	FinishAlloc      int64 `json:"finish_alloc,omitempty"`
	FinishHeapAlloc  int64 `json:"finish_heap_alloc,omitempty"`
	FinishHeapSys    int64 `json:"finish_heap_sys,omitempty"`
	FinishTotalAlloc int64 `json:"finish_total_alloc,omitempty"`
}

func (RuntimeMemoryInformation) MarshalEasyJSON 

func (v RuntimeMemoryInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (RuntimeMemoryInformation) MarshalJSON 

func (v RuntimeMemoryInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (*RuntimeMemoryInformation) UnmarshalEasyJSON 

func (v *RuntimeMemoryInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*RuntimeMemoryInformation) UnmarshalJSON 

func (v *RuntimeMemoryInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type Shape 

type Shape struct {
	Dim []Dim `json:"dim"`
}

type Spans 

type Spans []model.Span

func (Spans) Duration 

func (spns Spans) Duration() []uint64

func (Spans) FilterByOperationName 

func (spns Spans) FilterByOperationName(op string) Spans

func (Spans) FilterByOperationNameAndEvalTraceLevel 

func (spns Spans) FilterByOperationNameAndEvalTraceLevel(op string, lvl string) Spans

func (Spans) MemoryInformation 

func (spns Spans) MemoryInformation() []MemoryInformation

type SummaryBase 

type SummaryBase struct {
	ID                       bson.ObjectId    `json:"id" bson:"_id"`
	CreatedAt                time.Time        `json:"created_at" bson:"created_at"`
	UpdatedAt                time.Time        `json:"updated_at" bson:"updated_at"`
	ModelName                string           `json:"model_name,omitempty"`
	ModelVersion             string           `json:"model_version,omitempty"`
	FrameworkName            string           `json:"framework_name,omitempty"`
	FrameworkVersion         string           `json:"framework_version,omitempty"`
	MachineArchitecture      string           `json:"machine_architecture,omitempty"`
	UsingGPU                 bool             `json:"using_gpu,omitempty"`
	BatchSize                int              `json:"batch_size,omitempty"`
	HostName                 string           `json:"host_name,omitempty"`
	HostIP                   string           `json:"host_ip,omitempty"`
	TraceLevel               string           `json:"trace_level,omitempty"`
	MachineInformation       *machine.Machine `json:"machine_information,omitempty"`
	GPUDriverVersion         *string          `json:"gpu_driver,omitempty"`
	GPUDevice                *int             `json:"gpu_device,omitempty"`
	GPUInformation           *nvidiasmi.GPU   `json:"gpu_information,omitempty"`
	InterconnectName         string           `json:"interconnect_name,omitempty"`
	TheoreticalGFlops        int64            `json:"theoretical_glops,omitempty"`
	MemoryBandwidth          float64          `json:"memory_bandwidth,omitempty"`
	IdealArithmeticIntensity float64          `json:"ideal_arithmetic_intensity,omitempty"`
	InterconnectBandwidth    float64          `json:"interconnect_bandwidth,omitempty"`
}

func (SummaryBase) FrameworkModel 

func (s SummaryBase) FrameworkModel() string

func (SummaryBase) Header 

func (SummaryBase) Header(opts ...writer.Option) []string

func (SummaryBase) MarshalEasyJSON 

func (v SummaryBase) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryBase) MarshalJSON 

func (v SummaryBase) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryBase) Row 

func (s SummaryBase) Row(opts ...writer.Option) []string

func (*SummaryBase) UnmarshalEasyJSON 

func (v *SummaryBase) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryBase) UnmarshalJSON 

func (v *SummaryBase) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryEventFlow 

type SummaryEventFlow struct {
	SummaryBase `json:",inline"`
	EventFlow   eventflow.Events `json:"event_flow,omitempty"`
}

func (SummaryEventFlow) Header 

func (SummaryEventFlow) Header(opts ...writer.Option) []string

func (SummaryEventFlow) MarshalEasyJSON 

func (v SummaryEventFlow) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryEventFlow) MarshalJSON 

func (v SummaryEventFlow) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryEventFlow) Row 

func (s SummaryEventFlow) Row(opts ...writer.Option) []string

func (*SummaryEventFlow) UnmarshalEasyJSON 

func (v *SummaryEventFlow) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryEventFlow) UnmarshalJSON 

func (v *SummaryEventFlow) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryEventFlows 

type SummaryEventFlows []SummaryEventFlow

func (SummaryEventFlows) Header 

func (SummaryEventFlows) Header(opts ...writer.Option) []string

func (SummaryEventFlows) Rows 

func (s SummaryEventFlows) Rows(opts ...writer.Option) [][]string

type SummaryGPUKernelInformation 

type SummaryGPUKernelInformation struct {
	Name                  string     `json:"name,omitempty"`
	MangledName           string     `json:"mangled_name,omitempty"`
	Durations             []int64    `json:"durations,omitempty"`
	Tags                  []Metadata `json:"tags,omitempty"`
	Logs                  []Metadata `json:"logs,omitempty"`
	CorrelationId         int64      `json:"correlation_id,omitempty"`
	MeanDuration          float64    `json:"mean_duration,omitempty"`
	MeanFlops             float64    `json:"mean_flops,omitempty"`
	MeanDramReadBytes     float64    `json:"mean_dram_read_bytes,omitempty"`
	MeanDramWriteBytes    float64    `json:"mean_dram_write_bytes,omitempty"`
	MeanAchievedOccupancy float64    `json:"mean_achieved_occupancy,omitempty"`
	ArithmeticIntensity   float64    `json:"arithmetic_intensity,omitempty"`
	ArithmeticThroughput  float64    `json:"arithmetic_throughput,omitempty"`
	MemoryBound           bool       `json:"memory_bound,omitempty"`
}

func CUDALaunchSpantoGPUInformation 

func CUDALaunchSpantoGPUInformation(span model.Span) SummaryGPUKernelInformation

func GPUKernelSpantoGPUInformation 

func GPUKernelSpantoGPUInformation(span model.Span) SummaryGPUKernelInformation

func (SummaryGPUKernelInformation) Header 

func (info SummaryGPUKernelInformation) Header(opts ...writer.Option) []string

func (SummaryGPUKernelInformation) MarshalEasyJSON 

func (v SummaryGPUKernelInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryGPUKernelInformation) MarshalJSON 

func (v SummaryGPUKernelInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryGPUKernelInformation) Row 

func (info SummaryGPUKernelInformation) Row(opts ...writer.Option) []string

func (*SummaryGPUKernelInformation) UnmarshalEasyJSON 

func (v *SummaryGPUKernelInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryGPUKernelInformation) UnmarshalJSON 

func (v *SummaryGPUKernelInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryGPUKernelInformations 

type SummaryGPUKernelInformations []SummaryGPUKernelInformation

func (SummaryGPUKernelInformations) GetKernelLogKeys 

func (infos SummaryGPUKernelInformations) GetKernelLogKeys() []string

func (SummaryGPUKernelInformations) Len 

func (p SummaryGPUKernelInformations) Len() int

func (SummaryGPUKernelInformations) Less 

func (p SummaryGPUKernelInformations) Less(i, j int) bool

func (SummaryGPUKernelInformations) Swap 

func (p SummaryGPUKernelInformations) Swap(i, j int)

type SummaryGPUKernelLayerAchievedOccupancyInformations 

type SummaryGPUKernelLayerAchievedOccupancyInformations SummaryGPUKernelLayerAggreInformations

func (SummaryGPUKernelLayerAchievedOccupancyInformations) BarPlot 

func (o SummaryGPUKernelLayerAchievedOccupancyInformations) BarPlot() *charts.Bar

func (SummaryGPUKernelLayerAchievedOccupancyInformations) BarPlotAdd 

func (o SummaryGPUKernelLayerAchievedOccupancyInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryGPUKernelLayerAchievedOccupancyInformations) OpenBarPlot 

func (o SummaryGPUKernelLayerAchievedOccupancyInformations) OpenBarPlot() error

func (SummaryGPUKernelLayerAchievedOccupancyInformations) PlotName 

func (o SummaryGPUKernelLayerAchievedOccupancyInformations) PlotName() string

func (SummaryGPUKernelLayerAchievedOccupancyInformations) WriteBarPlot 

func (o SummaryGPUKernelLayerAchievedOccupancyInformations) WriteBarPlot(path string) error

type SummaryGPUKernelLayerAggreInformation 

type SummaryGPUKernelLayerAggreInformation struct {
	SummaryLayerInformation `json:",inline"`
	GPUDuration             float64 `json:"gpu_duration,omitempty"`
	CPUDuration             float64 `json:"cpu_duration,omitempty"`
	Flops                   float64 `json:"flops,omitempty"`
	DramReadBytes           float64 `json:"dram_read_bytes,omitempty"`
	DramWriteBytes          float64 `json:"dram_write_bytes,omitempty"`
	AchievedOccupancy       float64 `json:"achieved_occupancy,omitempty"`
	ArithmeticIntensity     float64 `json:"arithmetic_intensity,omitempty"`
	ArithmeticThroughput    float64 `json:"arithmetic_throughput,omitempty"`
	MemoryBound             bool    `json:"memory_bound,omitempty"`
}

func (SummaryGPUKernelLayerAggreInformation) Header 

func (SummaryGPUKernelLayerAggreInformation) Header(iopts ...writer.Option) []string

func (SummaryGPUKernelLayerAggreInformation) MarshalEasyJSON 

func (v SummaryGPUKernelLayerAggreInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryGPUKernelLayerAggreInformation) MarshalJSON 

func (v SummaryGPUKernelLayerAggreInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryGPUKernelLayerAggreInformation) Row 

func (s SummaryGPUKernelLayerAggreInformation) Row(iopts ...writer.Option) []string

func (*SummaryGPUKernelLayerAggreInformation) UnmarshalEasyJSON 

func (v *SummaryGPUKernelLayerAggreInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryGPUKernelLayerAggreInformation) UnmarshalJSON 

func (v *SummaryGPUKernelLayerAggreInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryGPUKernelLayerAggreInformations 

type SummaryGPUKernelLayerAggreInformations []SummaryGPUKernelLayerAggreInformation

func (SummaryGPUKernelLayerAggreInformations) Len 

func (p SummaryGPUKernelLayerAggreInformations) Len() int

func (SummaryGPUKernelLayerAggreInformations) Less 

func (p SummaryGPUKernelLayerAggreInformations) Less(i, j int) bool

func (SummaryGPUKernelLayerAggreInformations) MarshalEasyJSON 

func (v SummaryGPUKernelLayerAggreInformations) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryGPUKernelLayerAggreInformations) MarshalJSON 

func (v SummaryGPUKernelLayerAggreInformations) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryGPUKernelLayerAggreInformations) Swap 

func (p SummaryGPUKernelLayerAggreInformations) Swap(i, j int)

func (*SummaryGPUKernelLayerAggreInformations) UnmarshalEasyJSON 

func (v *SummaryGPUKernelLayerAggreInformations) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryGPUKernelLayerAggreInformations) UnmarshalJSON 

func (v *SummaryGPUKernelLayerAggreInformations) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryGPUKernelLayerDramReadInformations 

type SummaryGPUKernelLayerDramReadInformations SummaryGPUKernelLayerAggreInformations

func (SummaryGPUKernelLayerDramReadInformations) BarPlot 

func (o SummaryGPUKernelLayerDramReadInformations) BarPlot() *charts.Bar

func (SummaryGPUKernelLayerDramReadInformations) BarPlotAdd 

func (o SummaryGPUKernelLayerDramReadInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryGPUKernelLayerDramReadInformations) OpenBarPlot 

func (o SummaryGPUKernelLayerDramReadInformations) OpenBarPlot() error

func (SummaryGPUKernelLayerDramReadInformations) PlotName 

func (o SummaryGPUKernelLayerDramReadInformations) PlotName() string

func (SummaryGPUKernelLayerDramReadInformations) WriteBarPlot 

func (o SummaryGPUKernelLayerDramReadInformations) WriteBarPlot(path string) error

type SummaryGPUKernelLayerDramWriteInformations 

type SummaryGPUKernelLayerDramWriteInformations SummaryGPUKernelLayerAggreInformations

func (SummaryGPUKernelLayerDramWriteInformations) BarPlot 

func (o SummaryGPUKernelLayerDramWriteInformations) BarPlot() *charts.Bar

func (SummaryGPUKernelLayerDramWriteInformations) BarPlotAdd 

func (o SummaryGPUKernelLayerDramWriteInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryGPUKernelLayerDramWriteInformations) OpenBarPlot 

func (o SummaryGPUKernelLayerDramWriteInformations) OpenBarPlot() error

func (SummaryGPUKernelLayerDramWriteInformations) PlotName 

func (o SummaryGPUKernelLayerDramWriteInformations) PlotName() string

func (SummaryGPUKernelLayerDramWriteInformations) WriteBarPlot 

func (o SummaryGPUKernelLayerDramWriteInformations) WriteBarPlot(path string) error

type SummaryGPUKernelLayerFlopsInformations 

type SummaryGPUKernelLayerFlopsInformations SummaryGPUKernelLayerAggreInformations

func (SummaryGPUKernelLayerFlopsInformations) BarPlot 

func (o SummaryGPUKernelLayerFlopsInformations) BarPlot() *charts.Bar

func (SummaryGPUKernelLayerFlopsInformations) BarPlotAdd 

func (o SummaryGPUKernelLayerFlopsInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryGPUKernelLayerFlopsInformations) OpenBarPlot 

func (o SummaryGPUKernelLayerFlopsInformations) OpenBarPlot() error

func (SummaryGPUKernelLayerFlopsInformations) PlotName 

func (o SummaryGPUKernelLayerFlopsInformations) PlotName() string

func (SummaryGPUKernelLayerFlopsInformations) WriteBarPlot 

func (o SummaryGPUKernelLayerFlopsInformations) WriteBarPlot(path string) error

type SummaryGPUKernelLayerGPUCPUInformations 

type SummaryGPUKernelLayerGPUCPUInformations SummaryGPUKernelLayerAggreInformations

func (SummaryGPUKernelLayerGPUCPUInformations) BarPlot 

func (o SummaryGPUKernelLayerGPUCPUInformations) BarPlot() *charts.Bar

func (SummaryGPUKernelLayerGPUCPUInformations) BarPlotAdd 

func (o SummaryGPUKernelLayerGPUCPUInformations) BarPlotAdd(bar *charts.Bar) *charts.Bar

func (SummaryGPUKernelLayerGPUCPUInformations) OpenBarPlot 

func (o SummaryGPUKernelLayerGPUCPUInformations) OpenBarPlot() error

func (SummaryGPUKernelLayerGPUCPUInformations) PlotName 

func (o SummaryGPUKernelLayerGPUCPUInformations) PlotName() string

func (SummaryGPUKernelLayerGPUCPUInformations) WriteBarPlot 

func (o SummaryGPUKernelLayerGPUCPUInformations) WriteBarPlot(path string) error

type SummaryGPUKernelLayerInformation 

type SummaryGPUKernelLayerInformation struct {
	SummaryLayerInformation      `json:",inline"`
	SummaryGPUKernelInformations SummaryGPUKernelInformations `json:"kernel_launch_information,omitempty"`
}

func (SummaryGPUKernelLayerInformation) Len 

func (p SummaryGPUKernelLayerInformation) Len() int

func (SummaryGPUKernelLayerInformation) Less 

func (p SummaryGPUKernelLayerInformation) Less(i, j int) bool

func (SummaryGPUKernelLayerInformation) MarshalEasyJSON 

func (v SummaryGPUKernelLayerInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryGPUKernelLayerInformation) MarshalJSON 

func (v SummaryGPUKernelLayerInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryGPUKernelLayerInformation) Rows 

func (info SummaryGPUKernelLayerInformation) Rows(iopts ...writer.Option) [][]string

Rows ...

func (SummaryGPUKernelLayerInformation) Swap 

func (p SummaryGPUKernelLayerInformation) Swap(i, j int)

func (*SummaryGPUKernelLayerInformation) UnmarshalEasyJSON 

func (v *SummaryGPUKernelLayerInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryGPUKernelLayerInformation) UnmarshalJSON 

func (v *SummaryGPUKernelLayerInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryGPUKernelLayerInformations 

type SummaryGPUKernelLayerInformations []SummaryGPUKernelLayerInformation

func (SummaryGPUKernelLayerInformations) GetKernelLogKeys 

func (infos SummaryGPUKernelLayerInformations) GetKernelLogKeys() []string

func (SummaryGPUKernelLayerInformations) Header 

func (infos SummaryGPUKernelLayerInformations) Header(opts ...writer.Option) []string

func (SummaryGPUKernelLayerInformations) Len 

func (p SummaryGPUKernelLayerInformations) Len() int

func (SummaryGPUKernelLayerInformations) Less 

func (p SummaryGPUKernelLayerInformations) Less(i, j int) bool

func (SummaryGPUKernelLayerInformations) Row 

func (infos SummaryGPUKernelLayerInformations) Row(opts ...writer.Option) []string

func (SummaryGPUKernelLayerInformations) Swap 

func (p SummaryGPUKernelLayerInformations) Swap(i, j int)

type SummaryGPUKernelLayerLatencyInformations 

type SummaryGPUKernelLayerLatencyInformations SummaryGPUKernelLayerAggreInformations

func (SummaryGPUKernelLayerLatencyInformations) BarPlot 

func (o SummaryGPUKernelLayerLatencyInformations) BarPlot() *charts.Bar

func (SummaryGPUKernelLayerLatencyInformations) BarPlotAdd 

func (o SummaryGPUKernelLayerLatencyInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryGPUKernelLayerLatencyInformations) OpenBarPlot 

func (o SummaryGPUKernelLayerLatencyInformations) OpenBarPlot() error

func (SummaryGPUKernelLayerLatencyInformations) PlotName 

func (o SummaryGPUKernelLayerLatencyInformations) PlotName() string

func (SummaryGPUKernelLayerLatencyInformations) WriteBarPlot 

func (o SummaryGPUKernelLayerLatencyInformations) WriteBarPlot(path string) error

type SummaryGPUKernelModelAggreInformation 

type SummaryGPUKernelModelAggreInformation struct {
	SummaryModelInformation `json:",inline"`
	Duration                float64 `json:"gpu_duration,omitempty"`
	Flops                   float64 `json:"flops,omitempty"`
	DramReadBytes           float64 `json:"dram_read_bytes,omitempty"`
	DramWriteBytes          float64 `json:"dram_write_bytes,omitempty"`
	AchievedOccupancy       float64 `json:"achieved_occupancy,omitempty"`
	ArithmeticIntensity     float64 `json:"arithmetic_intensity,omitempty"`
	ArithmeticThroughput    float64 `json:"arithmetic_throughput,omitempty"`
	MemoryBound             bool    `json:"memory_bound,omitempty"`
}

func (SummaryGPUKernelModelAggreInformation) Header 

func (info SummaryGPUKernelModelAggreInformation) Header(opts ...writer.Option) []string

func (SummaryGPUKernelModelAggreInformation) MarshalEasyJSON 

func (v SummaryGPUKernelModelAggreInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryGPUKernelModelAggreInformation) MarshalJSON 

func (v SummaryGPUKernelModelAggreInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryGPUKernelModelAggreInformation) Row 

func (info SummaryGPUKernelModelAggreInformation) Row(opts ...writer.Option) []string

func (*SummaryGPUKernelModelAggreInformation) UnmarshalEasyJSON 

func (v *SummaryGPUKernelModelAggreInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryGPUKernelModelAggreInformation) UnmarshalJSON 

func (v *SummaryGPUKernelModelAggreInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryGPUKernelModelAggreInformations 

type SummaryGPUKernelModelAggreInformations []SummaryGPUKernelModelAggreInformation

func (SummaryGPUKernelModelAggreInformations) Len 

func (p SummaryGPUKernelModelAggreInformations) Len() int

func (SummaryGPUKernelModelAggreInformations) Less 

func (p SummaryGPUKernelModelAggreInformations) Less(i, j int) bool

func (SummaryGPUKernelModelAggreInformations) Swap 

func (p SummaryGPUKernelModelAggreInformations) Swap(i, j int)

type SummaryGPUKernelNameAggreInformation 

type SummaryGPUKernelNameAggreInformation struct {
	SummaryModelInformation `json:",inline"`
	Name                    string  `json:"name,omitempty"`
	Count                   int     `json:"count,omitempty"`
	Duration                float64 `json:"gpu_duration,omitempty"`
	Flops                   float64 `json:"flops,omitempty"`
	DramReadBytes           float64 `json:"dram_read_bytes,omitempty"`
	DramWriteBytes          float64 `json:"dram_write_bytes,omitempty"`
	AchievedOccupancy       float64 `json:"achieved_occupancy,omitempty"`
	ArithmeticIntensity     float64 `json:"arithmetic_intensity,omitempty"`
	ArithmeticThroughput    float64 `json:"arithmetic_throughput,omitempty"`
	MemoryBound             bool    `json:"memory_bound,omitempty"`
}

func (SummaryGPUKernelNameAggreInformation) Header 

func (info SummaryGPUKernelNameAggreInformation) Header(opts ...writer.Option) []string

func (SummaryGPUKernelNameAggreInformation) MarshalEasyJSON 

func (v SummaryGPUKernelNameAggreInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryGPUKernelNameAggreInformation) MarshalJSON 

func (v SummaryGPUKernelNameAggreInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryGPUKernelNameAggreInformation) Row 

func (info SummaryGPUKernelNameAggreInformation) Row(opts ...writer.Option) []string

func (*SummaryGPUKernelNameAggreInformation) UnmarshalEasyJSON 

func (v *SummaryGPUKernelNameAggreInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryGPUKernelNameAggreInformation) UnmarshalJSON 

func (v *SummaryGPUKernelNameAggreInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryGPUKernelNameAggreInformations 

type SummaryGPUKernelNameAggreInformations []SummaryGPUKernelNameAggreInformation

func (SummaryGPUKernelNameAggreInformations) Len 

func (p SummaryGPUKernelNameAggreInformations) Len() int

func (SummaryGPUKernelNameAggreInformations) Less 

func (p SummaryGPUKernelNameAggreInformations) Less(i, j int) bool

func (SummaryGPUKernelNameAggreInformations) Swap 

func (p SummaryGPUKernelNameAggreInformations) Swap(i, j int)

type SummaryLayerAggreAllocatedMemoryInformations 

type SummaryLayerAggreAllocatedMemoryInformations SummaryLayerAggreInformations

func (SummaryLayerAggreAllocatedMemoryInformations) MarshalEasyJSON 

func (v SummaryLayerAggreAllocatedMemoryInformations) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerAggreAllocatedMemoryInformations) MarshalJSON 

func (v SummaryLayerAggreAllocatedMemoryInformations) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryLayerAggreAllocatedMemoryInformations) OpenPiePlot 

func (o SummaryLayerAggreAllocatedMemoryInformations) OpenPiePlot() error

func (SummaryLayerAggreAllocatedMemoryInformations) PiePlot 

func (o SummaryLayerAggreAllocatedMemoryInformations) PiePlot() *charts.Pie

func (SummaryLayerAggreAllocatedMemoryInformations) PiePlotAdd 

func (o SummaryLayerAggreAllocatedMemoryInformations) PiePlotAdd(pie *charts.Pie) *charts.Pie

func (SummaryLayerAggreAllocatedMemoryInformations) PlotName 

func (o SummaryLayerAggreAllocatedMemoryInformations) PlotName() string

func (*SummaryLayerAggreAllocatedMemoryInformations) UnmarshalEasyJSON 

func (v *SummaryLayerAggreAllocatedMemoryInformations) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerAggreAllocatedMemoryInformations) UnmarshalJSON 

func (v *SummaryLayerAggreAllocatedMemoryInformations) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

func (SummaryLayerAggreAllocatedMemoryInformations) WritePiePlot 

func (o SummaryLayerAggreAllocatedMemoryInformations) WritePiePlot(path string) error

type SummaryLayerAggreDurationInformations 

type SummaryLayerAggreDurationInformations SummaryLayerAggreInformations

func (SummaryLayerAggreDurationInformations) MarshalEasyJSON 

func (v SummaryLayerAggreDurationInformations) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerAggreDurationInformations) MarshalJSON 

func (v SummaryLayerAggreDurationInformations) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryLayerAggreDurationInformations) OpenPiePlot 

func (o SummaryLayerAggreDurationInformations) OpenPiePlot() error

func (SummaryLayerAggreDurationInformations) PiePlot 

func (o SummaryLayerAggreDurationInformations) PiePlot() *charts.Pie

func (SummaryLayerAggreDurationInformations) PiePlotAdd 

func (o SummaryLayerAggreDurationInformations) PiePlotAdd(pie *charts.Pie) *charts.Pie

func (SummaryLayerAggreDurationInformations) PlotName 

func (o SummaryLayerAggreDurationInformations) PlotName() string

func (*SummaryLayerAggreDurationInformations) UnmarshalEasyJSON 

func (v *SummaryLayerAggreDurationInformations) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerAggreDurationInformations) UnmarshalJSON 

func (v *SummaryLayerAggreDurationInformations) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

func (SummaryLayerAggreDurationInformations) WritePiePlot 

func (o SummaryLayerAggreDurationInformations) WritePiePlot(path string) error

type SummaryLayerAggreInformation 

type SummaryLayerAggreInformation struct {
	SummaryModelInformation   `json:",inline"`
	Type                      string  `json:"type,omitempty"`
	Occurence                 int     `json:"occurrence,omitempty"`
	OccurencePercentage       float64 `json:"occurrence_percentage,omitempty"`
	Duration                  float64 `json:"duration,omitempty"`
	DurationPercentage        float64 `json:"duration_percentage,omitempty"`
	AllocatedMemory           float64 `json:"allocated_memory,omitempty"`
	AllocatedMemoryPercentage float64 `json:"allocated_memory_percentage,omitempty"`
}

func (SummaryLayerAggreInformation) Header 

func (SummaryLayerAggreInformation) Header(iopts ...writer.Option) []string

func (SummaryLayerAggreInformation) MarshalEasyJSON 

func (v SummaryLayerAggreInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerAggreInformation) MarshalJSON 

func (v SummaryLayerAggreInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryLayerAggreInformation) Row 

func (s SummaryLayerAggreInformation) Row(iopts ...writer.Option) []string

func (*SummaryLayerAggreInformation) UnmarshalEasyJSON 

func (v *SummaryLayerAggreInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerAggreInformation) UnmarshalJSON 

func (v *SummaryLayerAggreInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryLayerAggreInformations 

type SummaryLayerAggreInformations []SummaryLayerAggreInformation

func (SummaryLayerAggreInformations) MarshalEasyJSON 

func (v SummaryLayerAggreInformations) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerAggreInformations) MarshalJSON 

func (v SummaryLayerAggreInformations) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (*SummaryLayerAggreInformations) UnmarshalEasyJSON 

func (v *SummaryLayerAggreInformations) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerAggreInformations) UnmarshalJSON 

func (v *SummaryLayerAggreInformations) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryLayerAggreOccurrenceInformations 

type SummaryLayerAggreOccurrenceInformations SummaryLayerAggreInformations

func (SummaryLayerAggreOccurrenceInformations) MarshalEasyJSON 

func (v SummaryLayerAggreOccurrenceInformations) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerAggreOccurrenceInformations) MarshalJSON 

func (v SummaryLayerAggreOccurrenceInformations) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryLayerAggreOccurrenceInformations) OpenPiePlot 

func (o SummaryLayerAggreOccurrenceInformations) OpenPiePlot() error

func (SummaryLayerAggreOccurrenceInformations) PiePlot 

func (o SummaryLayerAggreOccurrenceInformations) PiePlot() *charts.Pie

func (SummaryLayerAggreOccurrenceInformations) PiePlotAdd 

func (o SummaryLayerAggreOccurrenceInformations) PiePlotAdd(pie *charts.Pie) *charts.Pie

func (SummaryLayerAggreOccurrenceInformations) PlotName 

func (o SummaryLayerAggreOccurrenceInformations) PlotName() string

func (*SummaryLayerAggreOccurrenceInformations) UnmarshalEasyJSON 

func (v *SummaryLayerAggreOccurrenceInformations) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerAggreOccurrenceInformations) UnmarshalJSON 

func (v *SummaryLayerAggreOccurrenceInformations) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

func (SummaryLayerAggreOccurrenceInformations) WritePiePlot 

func (o SummaryLayerAggreOccurrenceInformations) WritePiePlot(path string) error

type SummaryLayerAllocatedMemoryInformations 

type SummaryLayerAllocatedMemoryInformations SummaryLayerInformations

func (SummaryLayerAllocatedMemoryInformations) BarPlot 

func (o SummaryLayerAllocatedMemoryInformations) BarPlot() *charts.Bar

func (SummaryLayerAllocatedMemoryInformations) BarPlotAdd 

func (o SummaryLayerAllocatedMemoryInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryLayerAllocatedMemoryInformations) MarshalEasyJSON 

func (v SummaryLayerAllocatedMemoryInformations) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerAllocatedMemoryInformations) MarshalJSON 

func (v SummaryLayerAllocatedMemoryInformations) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryLayerAllocatedMemoryInformations) OpenBarPlot 

func (o SummaryLayerAllocatedMemoryInformations) OpenBarPlot() error

func (SummaryLayerAllocatedMemoryInformations) PlotName 

func (o SummaryLayerAllocatedMemoryInformations) PlotName() string

func (*SummaryLayerAllocatedMemoryInformations) UnmarshalEasyJSON 

func (v *SummaryLayerAllocatedMemoryInformations) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerAllocatedMemoryInformations) UnmarshalJSON 

func (v *SummaryLayerAllocatedMemoryInformations) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

func (SummaryLayerAllocatedMemoryInformations) WriteBarPlot 

func (o SummaryLayerAllocatedMemoryInformations) WriteBarPlot(path string) error

type SummaryLayerInformation 

type SummaryLayerInformation struct {
	SummaryModelInformation  `json:",inline"`
	Index                    int     `json:"index,omitempty"`
	Name                     string  `json:"layer_name,omitempty"`
	Type                     string  `json:"type,omitempty"`
	StaticType               string  `json:"static_type,omitempty"`
	Shape                    string  `json:"shap,omitempty"`
	Duration                 float64 `json:"mean_duration,omitempty"`
	Durations                []int64 `json:"durations,omitempty"`
	AllocatedBytes           []int64 `json:"allocated_bytes,omitempty"`      // Total number of bytes allocated if known
	PeakAllocatedBytes       []int64 `json:"peak_allocated_bytes,omitempty"` // Total number of ebytes allocated if known
	AllocatorBytesInUse      []int64 `json:"allocator_bytes_in_use,omitempty"`
	AllocatorName            string  `json:"allocator_name,omitempty"` // Name of the allocator used
	HostTempMemSizes         []int64 `json:"host_temp_mem_bytess,omitempty"`
	DeviceTempMemSizes       []int64 `json:"device_temp_mem_bytess,omitempty"`
	HostPersistentMemSizes   []int64 `json:"host_persistent_mem_bytess,omitempty"`
	DevicePersistentMemSizes []int64 `json:"device_persistent_mem_bytess,omitempty"`
}

func (SummaryLayerInformation) Header 

func (SummaryLayerInformation) Header(iopts ...writer.Option) []string

func (SummaryLayerInformation) MarshalEasyJSON 

func (v SummaryLayerInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerInformation) MarshalJSON 

func (v SummaryLayerInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryLayerInformation) Row 

func (s SummaryLayerInformation) Row(iopts ...writer.Option) []string

func (*SummaryLayerInformation) UnmarshalEasyJSON 

func (v *SummaryLayerInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerInformation) UnmarshalJSON 

func (v *SummaryLayerInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryLayerInformations 

type SummaryLayerInformations []SummaryLayerInformation

func (SummaryLayerInformations) GetLayerInfoByName 

func (s SummaryLayerInformations) GetLayerInfoByName(name string) SummaryLayerInformation

func (SummaryLayerInformations) GetLayerInfoByNameAndIndex 

func (s SummaryLayerInformations) GetLayerInfoByNameAndIndex(name string, index int) SummaryLayerInformation

func (SummaryLayerInformations) MarshalEasyJSON 

func (v SummaryLayerInformations) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerInformations) MarshalJSON 

func (v SummaryLayerInformations) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (*SummaryLayerInformations) UnmarshalEasyJSON 

func (v *SummaryLayerInformations) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerInformations) UnmarshalJSON 

func (v *SummaryLayerInformations) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryLayerLatencyInformations 

type SummaryLayerLatencyInformations SummaryLayerInformations

func (SummaryLayerLatencyInformations) BarPlot 

func (o SummaryLayerLatencyInformations) BarPlot() *charts.Bar

func (SummaryLayerLatencyInformations) BarPlotAdd 

func (o SummaryLayerLatencyInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryLayerLatencyInformations) BoxPlot 

func (o SummaryLayerLatencyInformations) BoxPlot() *charts.BoxPlot

func (SummaryLayerLatencyInformations) BoxPlotAdd 

func (o SummaryLayerLatencyInformations) BoxPlotAdd(box *charts.BoxPlot) *charts.BoxPlot

func (SummaryLayerLatencyInformations) MarshalEasyJSON 

func (v SummaryLayerLatencyInformations) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryLayerLatencyInformations) MarshalJSON 

func (v SummaryLayerLatencyInformations) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryLayerLatencyInformations) OpenBarPlot 

func (o SummaryLayerLatencyInformations) OpenBarPlot() error

func (SummaryLayerLatencyInformations) OpenBoxPlot 

func (o SummaryLayerLatencyInformations) OpenBoxPlot() error

func (SummaryLayerLatencyInformations) PlotName 

func (o SummaryLayerLatencyInformations) PlotName() string

func (*SummaryLayerLatencyInformations) UnmarshalEasyJSON 

func (v *SummaryLayerLatencyInformations) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryLayerLatencyInformations) UnmarshalJSON 

func (v *SummaryLayerLatencyInformations) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

func (SummaryLayerLatencyInformations) WriteBarPlot 

func (o SummaryLayerLatencyInformations) WriteBarPlot(path string) error

func (SummaryLayerLatencyInformations) WriteBoxPlot 

func (o SummaryLayerLatencyInformations) WriteBoxPlot(path string) error

type SummaryMeanLayerInformation 

type SummaryMeanLayerInformation SummaryLayerInformation

func (SummaryMeanLayerInformation) Header 

func (s SummaryMeanLayerInformation) Header(opts ...writer.Option) []string

func (SummaryMeanLayerInformation) MarshalEasyJSON 

func (v SummaryMeanLayerInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryMeanLayerInformation) MarshalJSON 

func (v SummaryMeanLayerInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryMeanLayerInformation) Row 

func (s SummaryMeanLayerInformation) Row(opts ...writer.Option) []string

func (*SummaryMeanLayerInformation) UnmarshalEasyJSON 

func (v *SummaryMeanLayerInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryMeanLayerInformation) UnmarshalJSON 

func (v *SummaryMeanLayerInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryMemoryInformation 

type SummaryMemoryInformation struct {
	SummaryBase        `json:",inline"`
	MemoryInformations []MemoryInformation `json:"memory_informations,omitempty"`
}

func (SummaryMemoryInformation) MarshalEasyJSON 

func (v SummaryMemoryInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryMemoryInformation) MarshalJSON 

func (v SummaryMemoryInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (*SummaryMemoryInformation) UnmarshalEasyJSON 

func (v *SummaryMemoryInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryMemoryInformation) UnmarshalJSON 

func (v *SummaryMemoryInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryModelAccuracyInformation 

type SummaryModelAccuracyInformation struct {
	SummaryBase  `json:",inline"`
	Top1Accuracy float64 `json:"top1_accuracy,omitempty"`
	Top5Accuracy float64 `json:"top5_accuracy,omitempty"`
}

func (SummaryModelAccuracyInformation) Header 

func (SummaryModelAccuracyInformation) Header(opts ...writer.Option) []string

func (SummaryModelAccuracyInformation) MarshalEasyJSON 

func (v SummaryModelAccuracyInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryModelAccuracyInformation) MarshalJSON 

func (v SummaryModelAccuracyInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryModelAccuracyInformation) Row 

func (s SummaryModelAccuracyInformation) Row(opts ...writer.Option) []string

func (*SummaryModelAccuracyInformation) UnmarshalEasyJSON 

func (v *SummaryModelAccuracyInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryModelAccuracyInformation) UnmarshalJSON 

func (v *SummaryModelAccuracyInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryModelAccuracyInformations 

type SummaryModelAccuracyInformations []SummaryModelAccuracyInformation

func (SummaryModelAccuracyInformations) Group 

func (s SummaryModelAccuracyInformations) Group() (SummaryModelAccuracyInformations, error)

func (SummaryModelAccuracyInformations) Header 

func (SummaryModelAccuracyInformations) Header(opts ...writer.Option) []string

func (SummaryModelAccuracyInformations) Rows 

func (s SummaryModelAccuracyInformations) Rows(opts ...writer.Option) [][]string

type SummaryModelInformation 

type SummaryModelInformation struct {
	SummaryBase `json:",inline,omitempty"`
	Durations   []int64 `json:"durations,omitempty"`
	Duration    float64 `json:"duration,omitempty"`
	Latency     float64 `json:"latency,omitempty"`
	Throughput  float64 `json:"throughput,omitempty"`
}

func (SummaryModelInformation) Header 

func (SummaryModelInformation) Header(opts ...writer.Option) []string

func (SummaryModelInformation) MarshalEasyJSON 

func (v SummaryModelInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SummaryModelInformation) MarshalJSON 

func (v SummaryModelInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (SummaryModelInformation) Row 

func (s SummaryModelInformation) Row(opts ...writer.Option) []string

func (*SummaryModelInformation) UnmarshalEasyJSON 

func (v *SummaryModelInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SummaryModelInformation) UnmarshalJSON 

func (v *SummaryModelInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type SummaryModelInformations 

type SummaryModelInformations []SummaryModelInformation

func (SummaryModelInformations) Len 

func (p SummaryModelInformations) Len() int

func (SummaryModelInformations) Less 

func (p SummaryModelInformations) Less(i, j int) bool

func (SummaryModelInformations) Swap 

func (p SummaryModelInformations) Swap(i, j int)

type SummaryModelInformationsSelector 

type SummaryModelInformationsSelector func(elem SummaryModelInformation) float64

type SummaryModelLatencyInformations 

type SummaryModelLatencyInformations SummaryModelInformations

func (SummaryModelLatencyInformations) BarPlot 

func (o SummaryModelLatencyInformations) BarPlot() *charts.Bar

func (SummaryModelLatencyInformations) BarPlotAdd 

func (o SummaryModelLatencyInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryModelLatencyInformations) OpenBarPlot 

func (o SummaryModelLatencyInformations) OpenBarPlot() error

func (SummaryModelLatencyInformations) PlotName 

func (o SummaryModelLatencyInformations) PlotName() string

func (SummaryModelLatencyInformations) WriteBarPlot 

func (o SummaryModelLatencyInformations) WriteBarPlot(path string) error

type SummaryModelThroughputInformations 

type SummaryModelThroughputInformations SummaryModelInformations

func (SummaryModelThroughputInformations) BarPlot 

func (o SummaryModelThroughputInformations) BarPlot() *charts.Bar

func (SummaryModelThroughputInformations) BarPlotAdd 

func (o SummaryModelThroughputInformations) BarPlotAdd(bar0 *charts.Bar) *charts.Bar

func (SummaryModelThroughputInformations) OpenBarPlot 

func (o SummaryModelThroughputInformations) OpenBarPlot() error

func (SummaryModelThroughputInformations) PlotName 

func (o SummaryModelThroughputInformations) PlotName() string

func (SummaryModelThroughputInformations) WriteBarPlot 

func (o SummaryModelThroughputInformations) WriteBarPlot(path string) error

type SystemMemoryInformation 

type SystemMemoryInformation struct {
	StartAvailable int64 `json:"start_available,omitempty"`
	StartFree      int64 `json:"start_free,omitempty"`
	StartTotal     int64 `json:"start_total,omitempty"`

	FinishAvailable int64 `json:"finish_available,omitempty"`
	FinishFree      int64 `json:"finish_free,omitempty"`
	FinishTotal     int64 `json:"finish_total,omitempty"`
}

func (SystemMemoryInformation) MarshalEasyJSON 

func (v SystemMemoryInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (SystemMemoryInformation) MarshalJSON 

func (v SystemMemoryInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (*SystemMemoryInformation) UnmarshalEasyJSON 

func (v *SystemMemoryInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*SystemMemoryInformation) UnmarshalJSON 

func (v *SystemMemoryInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

type TensorDescription 

type TensorDescription struct {
	Dtype                 int                   `json:"dtype"`
	Shape                 Shape                 `json:"shape"`
	AllocationDescription AllocationDescription `json:"allocation_description"`
}

type TensorFlowAllocatorMemoryUsed 

type TensorFlowAllocatorMemoryUsed struct {
	AllocatorName       string              `json:"allocator_name"`
	TotalBytes          int                 `json:"total_bytes"`
	PeakBytes           int                 `json:"peak_bytes"`
	LiveBytes           int                 `json:"live_bytes"`
	AllocationRecords   []AllocationRecords `json:"allocation_records"`
	AllocatorBytesInUse int                 `json:"allocator_bytes_in_use"`
}

type TensorFlowTagOutput 

type TensorFlowTagOutput struct {
	TensorDescription TensorDescription `json:"tensor_description"`
}

type TraceInformation 

type TraceInformation struct {
	Traces []model.Trace     `bson:"data,omitempty" json:"data,omitempty"`
	Total  int               `bson:"total,omitempty" json:"total,omitempty"`
	Limit  int               `bson:"limit,omitempty" json:"limit,omitempty"`
	Offset int               `bson:"offset,omitempty" json:"offset,omitempty"`
	Errors []structuredError `bson:"errors,omitempty" json:"errors,omitempty"`
}

func (TraceInformation) MarshalEasyJSON 

func (v TraceInformation) MarshalEasyJSON(w *jwriter.Writer)

MarshalEasyJSON supports easyjson.Marshaler interface

func (TraceInformation) MarshalJSON 

func (v TraceInformation) MarshalJSON() ([]byte, error)

MarshalJSON supports json.Marshaler interface

func (TraceInformation) Spans 

func (info TraceInformation) Spans() Spans

func (*TraceInformation) UnmarshalEasyJSON 

func (v *TraceInformation) UnmarshalEasyJSON(l *jlexer.Lexer)

UnmarshalEasyJSON supports easyjson.Unmarshaler interface

func (*TraceInformation) UnmarshalJSON 

func (v *TraceInformation) UnmarshalJSON(data []byte) error

UnmarshalJSON supports json.Unmarshaler interface

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