Categorygithub.com/rai-project/evaluation

modulepackage

0.0.0-20191102065437-c120575eed51

Repository: https://github.com/rai-project/evaluation.git

Documentation: pkg.go.dev

# README

Evaluation

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.

# Packages

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# Functions

CUDALaunchSpantoGPUInformation

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GetMeanLogValue

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GPUKernelSpantoGPUInformation

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NewDivergenceCollection

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NewEvaluationCollection

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NewInputPredictionCollection

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NewModelAccuracyCollection

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NewPerformanceCollection

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TempFile creates a new temporary file in the directory dir, opens the file for reading and writing, and returns the resulting *os.File.

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TrimmedMeanInt64Slice

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# Constants

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# Variables

DefaultAssetHost

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DefaultBarPlotAspectRatio

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DefaultBarPlotHeight

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DefaultBarPlotWidth

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DefaultBoxPlotAspectRatio

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DefaultBoxPlotHeight

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DefaultBoxPlotWidth

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DefaultLegendFontSize

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DefaultPiePlotHeight

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DefaultPiePlotWidth

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DefaultSeriesFontSize

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DefaultShowTitle

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DefaultTitleFontSize

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DefaultTrimmedMeanFraction

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# Structs

AllocationDescription

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AllocationRecords

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easybson:json.

DivergenceCollection

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easyjson:json.

EvaluationCollection

No description provided by the author

GPUMemInformation

easyjson:json.

InputPrediction

No description provided by the author

InputPredictionCollection

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MemoryInformation

easyjson:json.

easybson:json.

ModelAccuracyCollection

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easyjson:json.

PerformanceCollection

No description provided by the author

RuntimeMemoryInformation

easyjson:json.

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easyjson:json.

SummaryEventFlow

easyjson:json.

SummaryGPUKernelInformation

easyjson:json.

SummaryGPUKernelLayerAggreInformation

easyjson:json.

SummaryGPUKernelLayerInformation

easyjson:json.

SummaryGPUKernelModelAggreInformation

easyjson:json.

SummaryGPUKernelNameAggreInformation

easyjson:json.

SummaryLayerAggreInformation

easyjson:json.

SummaryLayerInformation

easyjson:json.

SummaryMemoryInformation

easyjson:json.

SummaryModelAccuracyInformation

easyjson:json.

SummaryModelInformation

easyjson:json.

SystemMemoryInformation

easyjson:json.

TensorDescription

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TensorFlowAllocatorMemoryUsed

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TensorFlowTagOutput

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TraceInformation

easyjson:json.

# Interfaces

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# Type aliases

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GPUKernelLayerAggreInformationSelector

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LayerAggregatedInformationSelector

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LayerInformationSelector

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ModelAccuracies

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SummaryEventFlows

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SummaryGPUKernelInformations

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SummaryGPUKernelLayerAchievedOccupancyInformations

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SummaryGPUKernelLayerAggreInformations

easyjson:json.

SummaryGPUKernelLayerDramReadInformations

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SummaryGPUKernelLayerDramWriteInformations

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SummaryGPUKernelLayerFlopsInformations

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SummaryGPUKernelLayerGPUCPUInformations

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SummaryGPUKernelLayerInformations

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SummaryGPUKernelLayerLatencyInformations

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SummaryGPUKernelModelAggreInformations

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SummaryGPUKernelNameAggreInformations

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SummaryLayerAggreAllocatedMemoryInformations

easyjson:json.

SummaryLayerAggreDurationInformations

easyjson:json.

SummaryLayerAggreInformations

easyjson:json.

SummaryLayerAggreOccurrenceInformations

easyjson:json.

SummaryLayerAllocatedMemoryInformations

easyjson:json.

SummaryLayerInformations

easyjson:json.

SummaryLayerLatencyInformations

easyjson:json.

SummaryMeanLayerInformation

easyjson:json.

SummaryModelAccuracyInformations

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SummaryModelInformations

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SummaryModelInformationsSelector

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SummaryModelLatencyInformations

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SummaryModelThroughputInformations

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