/
layer_latency.go
92 lines (81 loc) · 1.9 KB
/
layer_latency.go
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package cmd
import (
"fmt"
"os"
"path/filepath"
"sort"
"github.com/rai-project/evaluation"
"github.com/spf13/cobra"
)
var layerLatencyCmd = &cobra.Command{
Use: "latency",
Aliases: []string{},
Short: "Get model layer latency information from framework traces in a database",
PreRunE: func(cmd *cobra.Command, args []string) error {
if databaseName == "" {
databaseName = defaultDatabaseName["layer"]
}
err := rootSetup()
if err != nil {
return err
}
if modelName == "all" && outputFormat == "json" && outputFileName == "" {
outputFileName = filepath.Join(mlArcWebAssetsPath, "layers")
}
if overwrite && isExists(outputFileName) {
os.RemoveAll(outputFileName)
}
if plotPath == "" {
plotPath = evaluation.TempFile("", "layer_latency_plot_*.html")
}
return nil
},
RunE: func(cmd *cobra.Command, args []string) error {
run := func() error {
evals, err := getEvaluations()
if err != nil {
return err
}
summary0, err := evals.SummaryLayerInformations(performanceCollection)
if err != nil {
return err
}
summary := evaluation.SummaryLayerLatencyInformations(summary0)
if sortOutput {
sort.Slice(summary, func(ii, jj int) bool {
return summary[ii].Duration > summary[jj].Duration
})
}
if barPlot {
err := summary.WriteBarPlot(plotPath)
if err != nil {
return err
}
fmt.Println("Created plot in " + plotPath)
return nil
}
if boxPlot {
err := summary.WriteBoxPlot(plotPath)
if err != nil {
return err
}
fmt.Println("Created plot in " + plotPath)
return nil
}
if openPlot {
if boxPlot {
return summary.OpenBoxPlot()
} else {
return summary.OpenBarPlot()
}
}
writer := NewWriter(evaluation.SummaryLayerInformation{})
defer writer.Close()
for _, v := range summary0 {
writer.Row(v)
}
return nil
}
return forallmodels(run)
},
}