Struct GpuBenchmark 

pub struct GpuBenchmark { /* private fields */ }

GPU performance benchmarking utilities

Implementations

impl GpuBenchmark

pub fn new(config: GpuConfig) -> Result<Self>

Create a new GPU benchmark

Examples found in repository

examples/gpu_acceleration.rs (line 223)

fn demonstrate_performance_benchmarks() -> Result<(), Box<dyn std::error::Error>> {
    println!("📊 PERFORMANCE BENCHMARKS");
    println!("{}", "-".repeat(40));

    let config = get_optimal_gpu_config();
    let benchmark = GpuBenchmark::new(config)?;

    println!("Running data generation benchmarks...");
    let data_results = benchmark.benchmark_data_generation()?;
    data_results.print_results();

    println!("\nRunning matrix operation benchmarks...");
    let matrix_results = benchmark.benchmark_matrix_operations()?;
    matrix_results.print_results();

    // Compare with CPU baseline
    println!("\nCPU vs GPU Comparison:");
    demonstrate_cpu_gpu_comparison()?;

    println!();
    Ok(())
}

pub fn benchmark_data_generation(&self) -> Result<GpuBenchmarkResults>

Benchmark data generation performance

Examples found in repository

examples/gpu_acceleration.rs (line 226)

fn demonstrate_performance_benchmarks() -> Result<(), Box<dyn std::error::Error>> {
    println!("📊 PERFORMANCE BENCHMARKS");
    println!("{}", "-".repeat(40));

    let config = get_optimal_gpu_config();
    let benchmark = GpuBenchmark::new(config)?;

    println!("Running data generation benchmarks...");
    let data_results = benchmark.benchmark_data_generation()?;
    data_results.print_results();

    println!("\nRunning matrix operation benchmarks...");
    let matrix_results = benchmark.benchmark_matrix_operations()?;
    matrix_results.print_results();

    // Compare with CPU baseline
    println!("\nCPU vs GPU Comparison:");
    demonstrate_cpu_gpu_comparison()?;

    println!();
    Ok(())
}

pub fn benchmark_matrix_operations(&self) -> Result<GpuBenchmarkResults>

Benchmark matrix operations performance

Examples found in repository

examples/gpu_acceleration.rs (line 230)

fn demonstrate_performance_benchmarks() -> Result<(), Box<dyn std::error::Error>> {
    println!("📊 PERFORMANCE BENCHMARKS");
    println!("{}", "-".repeat(40));

    let config = get_optimal_gpu_config();
    let benchmark = GpuBenchmark::new(config)?;

    println!("Running data generation benchmarks...");
    let data_results = benchmark.benchmark_data_generation()?;
    data_results.print_results();

    println!("\nRunning matrix operation benchmarks...");
    let matrix_results = benchmark.benchmark_matrix_operations()?;
    matrix_results.print_results();

    // Compare with CPU baseline
    println!("\nCPU vs GPU Comparison:");
    demonstrate_cpu_gpu_comparison()?;

    println!();
    Ok(())
}