skainet-compile-hlo/sk.ainet.compile.hlo.validation/PerformanceBenchmark

PerformanceBenchmark

Performance benchmarking utilities for StableHLO conversion.

This class provides comprehensive benchmarking capabilities for measuring the performance of StableHLO conversion operations, including timing, memory usage, and throughput metrics.

Constructors

constructor()

Functions

benchmarkConversion

fun benchmarkConversion(converter: StableHloConverter, graph: ComputeGraph, functionName: String = "main"): ConversionMetrics

Benchmark a single conversion operation

benchmarkMemoryUsage

fun benchmarkMemoryUsage(converter: StableHloConverter, graph: ComputeGraph): MemoryMetrics

Benchmark memory usage during conversion

benchmarkMultipleRuns

fun benchmarkMultipleRuns(converter: StableHloConverter, graph: ComputeGraph, runs: Int = 10, testName: String = "Conversion Benchmark"): BenchmarkResults

Run multiple benchmark iterations and collect statistics

benchmarkThroughput

fun benchmarkThroughput(converter: StableHloConverter, graphs: List<ComputeGraph>, timeLimit: Duration = Duration.parse("10s")): ThroughputMetrics

Benchmark conversion throughput (operations per second)

compareConverters

fun compareConverters(converters: Map<String, StableHloConverter>, graph: ComputeGraph, runs: Int = 5): Map<String, BenchmarkResults>

Compare performance between different converters

generatePerformanceReport

fun generatePerformanceReport(results: Map<String, BenchmarkResults>): String

Generate a performance report