foxhunt/ml/tests/mamba2_hardware_aware_test.rs

//! Unit tests for MAMBA-2 Hardware-Aware Optimizations
//!
//! Tests hardware capability detection, SIMD optimizations, and cache-aware operations.

use ml::mamba::hardware_aware::HardwareCapabilities;

#[test]
fn test_hardware_capabilities_default() {
    let caps = HardwareCapabilities::default();

    // Verify cache parameters are realistic
    assert_eq!(caps.cache_line_size, 64, "Standard cache line size is 64 bytes");
    assert!(caps.l1_cache_size > 0 && caps.l1_cache_size < caps.l2_cache_size);
    assert!(caps.l2_cache_size > 0 && caps.l2_cache_size < caps.l3_cache_size);
    assert!(caps.l3_cache_size > 0);

    // Verify SIMD width is reasonable
    assert!(caps.simd_width == 4 || caps.simd_width == 8 || caps.simd_width == 16,
        "SIMD width should be 4 (SSE), 8 (AVX2), or 16 (AVX-512)");

    // Verify CPU core count is sensible
    assert!(caps.num_cores > 0 && caps.num_cores <= 256,
        "Core count should be positive and reasonable");

    // Verify memory bandwidth is positive
    assert!(caps.memory_bandwidth_gbps > 0.0,
        "Memory bandwidth should be positive");
}

#[test]
fn test_hardware_capabilities_clone() {
    let caps = HardwareCapabilities::default();
    let cloned = caps.clone();

    assert_eq!(caps.cache_line_size, cloned.cache_line_size);
    assert_eq!(caps.simd_width, cloned.simd_width);
    assert_eq!(caps.num_cores, cloned.num_cores);
    assert_eq!(caps.l1_cache_size, cloned.l1_cache_size);
    assert_eq!(caps.l2_cache_size, cloned.l2_cache_size);
    assert_eq!(caps.l3_cache_size, cloned.l3_cache_size);
}

#[test]
fn test_hardware_capabilities_debug() {
    let caps = HardwareCapabilities::default();
    let debug_str = format!("{:?}", caps);

    assert!(debug_str.contains("HardwareCapabilities"));
    assert!(debug_str.contains("cache_line_size"));
    assert!(debug_str.contains("simd_width"));
}

#[test]
fn test_hardware_capabilities_simd_features() {
    let caps = HardwareCapabilities::default();

    // At least one SIMD feature should be supported on modern hardware
    let has_simd = caps.supports_avx2 || caps.supports_avx512 || caps.supports_neon;

    // Log detected features (for debugging, not assertion)
    eprintln!("Detected SIMD features:");
    eprintln!("  AVX2: {}", caps.supports_avx2);
    eprintln!("  AVX-512: {}", caps.supports_avx512);
    eprintln!("  NEON: {}", caps.supports_neon);

    // This is informational - we don't fail if no SIMD (might be old hardware)
    if !has_simd {
        eprintln!("⚠️  No SIMD features detected - performance may be limited");
    }
}

#[test]
fn test_hardware_capabilities_cache_hierarchy() {
    let caps = HardwareCapabilities::default();

    // Verify cache hierarchy is logical
    assert!(caps.l1_cache_size < caps.l2_cache_size,
        "L1 cache should be smaller than L2");
    assert!(caps.l2_cache_size < caps.l3_cache_size,
        "L2 cache should be smaller than L3");

    // Verify cache sizes are power-of-2 aligned
    let is_power_of_2 = |n: usize| (n & (n - 1)) == 0 && n != 0;

    // L1/L2/L3 caches are typically power-of-2 multiples of KB
    assert!(is_power_of_2(caps.l1_cache_size / 1024) ||
            caps.l1_cache_size % 1024 == 0,
        "L1 cache size should be reasonable");
}

#[test]
fn test_hardware_capabilities_memory_bandwidth() {
    let caps = HardwareCapabilities::default();

    // Memory bandwidth should be in a reasonable range
    // Modern DDR4: 20-40 GB/s, DDR5: 40-80 GB/s, LPDDR: 10-30 GB/s
    assert!(caps.memory_bandwidth_gbps >= 5.0 && caps.memory_bandwidth_gbps <= 200.0,
        "Memory bandwidth should be in realistic range (5-200 GB/s)");
}

#[test]
fn test_hardware_capabilities_consistency() {
    let caps = HardwareCapabilities::default();

    // If AVX-512 is supported, AVX2 should also be (backward compatibility)
    if caps.supports_avx512 {
        // Note: This may not always be true, but it's typical
        eprintln!("System has AVX-512, checking AVX2...");
        eprintln!("AVX2 support: {}", caps.supports_avx2);
    }

    // NEON is ARM-specific, shouldn't coexist with AVX
    if caps.supports_neon {
        assert!(!caps.supports_avx2 && !caps.supports_avx512,
            "NEON (ARM) and AVX (x86) should not both be supported");
    }

    // x86 systems should have AVX or AVX2 on modern hardware
    #[cfg(target_arch = "x86_64")]
    {
        eprintln!("x86_64 platform detected");
        // This is informational, not enforced
    }

    // ARM systems should have NEON
    #[cfg(target_arch = "aarch64")]
    {
        assert!(caps.supports_neon, "ARM platforms should have NEON support");
    }
}