Function run_benchmarks

benchmarks/python-performance.py:89–299

Run all benchmarks and display results

()

# Benchmark suite
def run_benchmarks():
    """Run all benchmarks and display results"""
    verbose = is_verbose()
    if verbose:
        print("=" * 80)
        print("Python/NumPy Performance Benchmarks")
        print("=" * 80)
        print()
    else:
        print("Python/NumPy Performance Benchmarks (summary)")

    results = []

    # Simple Power
    if verbose:
        print(f"Running: Simple Power (10,000 iterations)")
    test_data_simple_power = {"x":3,"y":4,"z":5}
    time_simple_power = benchmark(simple_power, 10000, **test_data_simple_power)
    result_simple_power = simple_power(**test_data_simple_power)
    if verbose:
        print(f"  Time: {time_simple_power:.2f} ms")
        print(f"  Result: {result_simple_power}")
    results.append({
        'name': 'Simple Power',
        'iterations': 10000,
        'time_ms': time_simple_power,
        'time_per_op_us': (time_simple_power * 1000) / 10000,
        'result': result_simple_power
    })
    if verbose:
        print()

    # Polynomial
    if verbose:
        print(f"Running: Polynomial (10,000 iterations)")
    test_data_polynomial = {"x":2.5}
    time_polynomial = benchmark(polynomial, 10000, **test_data_polynomial)
    result_polynomial = polynomial(**test_data_polynomial)
    if verbose:
        print(f"  Time: {time_polynomial:.2f} ms")
        print(f"  Result: {result_polynomial}")
    results.append({
        'name': 'Polynomial',
        'iterations': 10000,
        'time_ms': time_polynomial,
        'time_per_op_us': (time_polynomial * 1000) / 10000,
        'result': result_polynomial
    })
    if verbose:
        print()

    # Trigonometric
    if verbose:
        print(f"Running: Trigonometric (10,000 iterations)")
    test_data_trigonometric = {"x":1,"y":2,"z":3}
    time_trigonometric = benchmark(trigonometric, 10000, **test_data_trigonometric)
    result_trigonometric = trigonometric(**test_data_trigonometric)
    if verbose: