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model_info.go
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/
model_info.go
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package cmd
import (
"fmt"
"os"
"path/filepath"
"sort"
"github.com/c3sr/dlframework/evaluation"
"github.com/spf13/cobra"
)
var modelInfoCmd = &cobra.Command{
Use: "info",
Aliases: []string{},
Short: "Get evaluation model information summary from model traces in a database",
PreRunE: func(cmd *cobra.Command, args []string) error {
if databaseName == "" {
databaseName = defaultDatabaseName["model"]
}
err := rootSetup()
if err != nil {
return err
}
if modelName == "all" && outputFormat == "json" && outputFileName == "" {
outputFileName = filepath.Join(mlArcWebAssetsPath, "duration")
}
if overwrite && isExists(outputFileName) {
os.RemoveAll(outputFileName)
}
return nil
},
RunE: func(cmd *cobra.Command, args []string) error {
run := func() error {
evals, err := getEvaluations()
if err != nil {
return err
}
summary0, err := evals.SummaryModelInformations(performanceCollection)
if err != nil {
return err
}
sort.Sort(summary0)
plotPath = outputFileName + "_latency.html"
summary1 := evaluation.SummaryModelLatencyInformations(summary0)
err = summary1.WriteBarPlot(plotPath)
if err != nil {
return err
}
fmt.Println("Created plot in " + plotPath)
plotPath = outputFileName + "_throughput.html"
summary2 := evaluation.SummaryModelThroughputInformations(summary0)
err = summary2.WriteBarPlot(plotPath)
if err != nil {
return err
}
fmt.Println("Created plot in " + plotPath)
writer := NewWriter(evaluation.SummaryModelInformation{})
defer writer.Close()
for _, v := range summary0 {
writer.Row(v)
}
return nil
}
return forallmodels(run)
},
}