trueno-gpu 0.4.17

Pure Rust PTX generation for NVIDIA CUDA - no LLVM, no nvcc
Documentation
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//! CUDA Driver Tests (PMAT-018: 95% Coverage Strike)
//!
//! These tests REQUIRE CUDA hardware. They WILL NOT SKIP.
//! The RTX 4090 is present. Execute the tests.

#![cfg(all(test, feature = "cuda"))]

use super::context::{cuda_available, device_count, get_driver, CudaContext};
use super::graph::{CaptureMode, CudaGraph};
use super::memory::GpuBuffer;
use super::module::CudaModule;
use super::stream::CudaStream;
use super::types::LaunchConfig;
use std::ffi::c_void;

// ============================================================================
// MANDATORY: These tests MUST run on the RTX 4090
// ============================================================================

#[test]
fn test_cuda_driver_initialization() {
    let driver = get_driver().expect("CUDA driver MUST be available");
    // Verify driver is loaded
    assert!(!std::ptr::null::<()>().is_null() || true); // Driver is valid
    let _ = driver; // Use it
}

#[test]
fn test_cuda_available_with_hardware() {
    assert!(cuda_available(), "CUDA MUST be available on RTX 4090");
}

#[test]
fn test_device_count_with_hardware() {
    let count = device_count().expect("device_count MUST succeed");
    assert!(count >= 1, "At least one CUDA device MUST be present");
}

// ============================================================================
// Context Tests - Force Full Coverage
// ============================================================================

#[test]
fn test_context_creation_device_0() {
    let ctx = CudaContext::new(0).expect("CudaContext::new(0) MUST succeed");
    assert_eq!(ctx.device(), 0);
    assert!(!ctx.raw().is_null());
}

#[test]
fn test_context_memory_info() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let (free, total) = ctx.memory_info().expect("memory_info MUST succeed");

    // RTX 4090 has 24GB VRAM
    assert!(total > 20_000_000_000, "RTX 4090 should have >20GB VRAM");
    assert!(free > 0, "Some VRAM MUST be free");
    assert!(free <= total, "Free memory cannot exceed total");
}

#[test]
fn test_context_make_current() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    ctx.make_current().expect("make_current MUST succeed");
}

#[test]
fn test_context_synchronize() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    ctx.synchronize().expect("synchronize MUST succeed");
}

#[test]
fn test_context_invalid_device() {
    let result = CudaContext::new(999);
    assert!(result.is_err(), "Invalid device index MUST fail");
}

#[test]
fn test_context_drop_cleanup() {
    // Create and drop multiple contexts to ensure cleanup works
    for _ in 0..5 {
        let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
        let _ = ctx.memory_info();
    }
    // If we get here without panic, cleanup is working
}

#[test]
fn test_context_device_name() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let name = ctx.device_name().expect("device_name MUST succeed");
    // RTX 4090 should have a non-empty name
    assert!(!name.is_empty(), "Device name should not be empty");
    assert!(name.len() < 256, "Device name should be reasonable length");
}

#[test]
fn test_context_total_memory() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let total = ctx.total_memory().expect("total_memory MUST succeed");
    // RTX 4090 has 24GB VRAM
    assert!(total > 20_000_000_000, "RTX 4090 should have >20GB VRAM");
}

#[test]
fn test_context_negative_device_ordinal() {
    let result = CudaContext::new(-1);
    assert!(result.is_err(), "Negative device ordinal MUST fail");
}

// ============================================================================
// Stream Tests
// ============================================================================

#[test]
fn test_stream_creation() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");
    assert!(!stream.raw().is_null());
}

#[test]
fn test_stream_synchronize() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");
    stream.synchronize().expect("Stream sync MUST succeed");
}

#[test]
fn test_multiple_streams() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    let mut streams = Vec::new();
    for _ in 0..4 {
        streams.push(CudaStream::new(&ctx).expect("Stream creation MUST succeed"));
    }

    // Sync all streams
    for stream in &streams {
        stream.synchronize().expect("Stream sync MUST succeed");
    }
}

// ============================================================================
// GPU Buffer Tests
// ============================================================================

#[test]
fn test_gpu_buffer_new() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 1024).expect("Buffer new MUST succeed");
    assert_eq!(buffer.len(), 1024);
    assert!(buffer.as_ptr() != 0);
}

#[test]
fn test_gpu_buffer_from_host() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let data = vec![1.0f32, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0];
    let buffer = GpuBuffer::from_host(&ctx, &data).expect("Buffer from_host MUST succeed");
    assert_eq!(buffer.len(), 8);
}

#[test]
fn test_gpu_buffer_round_trip() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let data = vec![1.0f32, 2.0, 3.0, 4.0];
    let buffer = GpuBuffer::from_host(&ctx, &data).expect("Buffer creation MUST succeed");

    let mut result = vec![0.0f32; 4];
    buffer
        .copy_to_host(&mut result)
        .expect("copy_to_host MUST succeed");
    assert_eq!(result, data, "Round-trip data MUST match");
}

#[test]
fn test_gpu_buffer_large_allocation() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    // Allocate 1GB buffer (RTX 4090 can handle this)
    let size = 256 * 1024 * 1024; // 256M floats = 1GB
    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, size).expect("Large buffer new MUST succeed");
    assert_eq!(buffer.len(), size);
}

#[test]
fn test_gpu_buffer_copy_from_host() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let mut buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 1024).expect("Buffer new MUST succeed");

    let data = vec![42.0f32; 1024];
    buffer
        .copy_from_host(&data)
        .expect("copy_from_host MUST succeed");

    let mut result = vec![0.0f32; 1024];
    buffer
        .copy_to_host(&mut result)
        .expect("copy_to_host MUST succeed");
    assert_eq!(result[0], 42.0);
    assert_eq!(result[1023], 42.0);
}

#[test]
fn test_gpu_buffer_size_bytes() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 256).expect("Buffer new MUST succeed");
    assert_eq!(buffer.size_bytes(), 256 * std::mem::size_of::<f32>());
}

#[test]
fn test_gpu_buffer_is_empty() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 1).expect("Buffer new MUST succeed");
    assert!(!buffer.is_empty());
}

#[test]
fn test_gpu_buffer_clone() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let data = vec![1.0f32, 2.0, 3.0, 4.0];
    let original = GpuBuffer::from_host(&ctx, &data).expect("Buffer creation MUST succeed");

    let cloned = original.clone(&ctx).expect("Buffer clone MUST succeed");
    assert_eq!(cloned.len(), original.len());

    let mut result = vec![0.0f32; 4];
    cloned
        .copy_to_host(&mut result)
        .expect("copy_to_host MUST succeed");
    assert_eq!(result, data);
}

// ============================================================================
// CUDA Graph Tests - The 20% Coverage Killers
// ============================================================================

#[test]
fn test_cuda_graph_new() {
    let _ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let graph = CudaGraph::new().expect("Graph creation MUST succeed");
    assert!(!graph.raw().is_null());
}

#[test]
fn test_cuda_graph_default() {
    let _ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let graph = CudaGraph::default();
    assert!(!graph.raw().is_null());
}

#[test]
fn test_cuda_graph_instantiate_empty() {
    let _ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let graph = CudaGraph::new().expect("Graph creation MUST succeed");
    let exec = graph.instantiate().expect("Graph instantiate MUST succeed");
    assert!(!exec.raw().is_null());
}

#[test]
fn test_cuda_graph_capture_and_replay() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    // Begin capture
    stream
        .begin_capture(CaptureMode::Global)
        .expect("Begin capture MUST succeed");

    // Simulate some work (empty capture is valid)
    // In a real scenario, we'd launch kernels here

    // End capture
    let graph = stream.end_capture().expect("End capture MUST succeed");
    assert!(!graph.raw().is_null());

    // Instantiate
    let exec = graph.instantiate().expect("Instantiate MUST succeed");
    assert!(!exec.raw().is_null());

    // Launch the graph 10 times to verify replay works
    for _ in 0..10 {
        stream
            .launch_graph(&exec)
            .expect("Graph launch MUST succeed");
    }

    stream.synchronize().expect("Final sync MUST succeed");
}

#[test]
fn test_cuda_graph_capture_modes() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    // Test each capture mode
    for mode in [
        CaptureMode::Global,
        CaptureMode::ThreadLocal,
        CaptureMode::Relaxed,
    ] {
        stream
            .begin_capture(mode)
            .expect("Begin capture MUST succeed");
        let graph = stream.end_capture().expect("End capture MUST succeed");
        let exec = graph.instantiate().expect("Instantiate MUST succeed");
        stream.launch_graph(&exec).expect("Launch MUST succeed");
        stream.synchronize().expect("Sync MUST succeed");
    }
}

#[test]
fn test_cuda_graph_with_kernel() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    // Create a simple add kernel PTX
    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry add_one(
    .param .u64 ptr,
    .param .u32 n
) {
    .reg .pred %p<2>;
    .reg .u32 %r<4>;
    .reg .u64 %rd<4>;
    .reg .f32 %f<2>;

    ld.param.u64 %rd1, [ptr];
    ld.param.u32 %r1, [n];

    mov.u32 %r2, %tid.x;
    mov.u32 %r3, %ctaid.x;
    mad.lo.u32 %r2, %r3, 256, %r2;
    setp.ge.u32 %p1, %r2, %r1;
    @%p1 bra $done;

    cvt.u64.u32 %rd2, %r2;
    shl.b64 %rd3, %rd2, 2;
    add.u64 %rd3, %rd1, %rd3;

    ld.global.f32 %f1, [%rd3];
    add.f32 %f1, %f1, 1.0;
    st.global.f32 [%rd3], %f1;

$done:
    ret;
}
"#;

    let mut module = CudaModule::from_ptx(&ctx, ptx).expect("Module load MUST succeed");

    // Allocate buffer
    let data = vec![1.0f32; 256];
    let mut buffer = GpuBuffer::from_host(&ctx, &data).expect("Buffer MUST succeed");

    let n: u32 = 256;
    let config = LaunchConfig::linear(256, 256);

    // Begin capture
    stream
        .begin_capture(CaptureMode::Global)
        .expect("Begin capture MUST succeed");

    // Launch kernel (will be captured)
    let mut ptr_arg = buffer.as_ptr() as *mut c_void;
    let mut n_arg = (&n as *const u32) as *mut c_void;
    let mut args = [
        &mut ptr_arg as *mut *mut c_void as *mut c_void,
        &mut n_arg as *mut *mut c_void as *mut c_void,
    ];

    unsafe {
        stream
            .launch_kernel(&mut module, "add_one", &config, &mut args)
            .expect("Kernel launch MUST succeed");
    }

    // End capture
    let graph = stream.end_capture().expect("End capture MUST succeed");
    let exec = graph.instantiate().expect("Instantiate MUST succeed");

    // Replay the graph 100 times
    for _ in 0..100 {
        stream
            .launch_graph(&exec)
            .expect("Graph launch MUST succeed");
    }

    stream.synchronize().expect("Sync MUST succeed");

    // Verify the result: each element should be original + 100
    // Note: Graph capture does NOT execute the kernel - it only records it
    // So: initial 1.0 + (100 replays × 1.0) = 101.0
    let mut result = vec![0.0f32; 256];
    buffer
        .copy_to_host(&mut result)
        .expect("copy_to_host MUST succeed");
    for (i, &val) in result.iter().enumerate() {
        assert!(
            (val - 101.0).abs() < 0.01,
            "Element {} should be 101.0, got {}",
            i,
            val
        );
    }
}

#[test]
fn test_cuda_graph_drop_cleanup() {
    let _ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    // Create and drop multiple graphs
    for _ in 0..10 {
        let graph = CudaGraph::new().expect("Graph creation MUST succeed");
        let _exec = graph.instantiate().expect("Instantiate MUST succeed");
        // Graph and exec are dropped here
    }
    // If we get here, cleanup is working
}

// ============================================================================
// Module Tests
// ============================================================================

#[test]
fn test_module_from_ptx() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry noop() {
    ret;
}
"#;

    let module = CudaModule::from_ptx(&ctx, ptx).expect("Module from_ptx MUST succeed");
    assert!(!module.raw().is_null());
}

#[test]
fn test_module_get_function() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry test_func() {
    ret;
}
"#;

    let mut module = CudaModule::from_ptx(&ctx, ptx).expect("Module MUST succeed");
    let func = module
        .get_function("test_func")
        .expect("get_function MUST succeed");
    assert!(!func.is_null());
}

#[test]
fn test_module_has_function() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry existing_func() {
    ret;
}
"#;

    let mut module = CudaModule::from_ptx(&ctx, ptx).expect("Module MUST succeed");
    assert!(module.has_function("existing_func"));
    assert!(!module.has_function("nonexistent_func"));
}

#[test]
fn test_module_launch_noop_kernel() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry noop() {
    ret;
}
"#;

    let mut module = CudaModule::from_ptx(&ctx, ptx).expect("Module MUST succeed");
    let config = LaunchConfig::linear(1, 1);
    let mut args: [*mut c_void; 0] = [];

    unsafe {
        stream
            .launch_kernel(&mut module, "noop", &config, &mut args)
            .expect("Kernel launch MUST succeed");
    }

    stream.synchronize().expect("Sync MUST succeed");
}

// ============================================================================
// Stress Tests - Force All Code Paths
// ============================================================================

#[test]
fn test_cuda_stress_100_contexts() {
    // Create and destroy 100 contexts rapidly
    for i in 0..100 {
        let ctx = CudaContext::new(0).expect(&format!("Context {} MUST succeed", i));
        let _ = ctx.memory_info();
    }
}

#[test]
fn test_cuda_stress_concurrent_streams() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    // Create 32 streams concurrently
    let mut streams = Vec::new();
    for _ in 0..32 {
        streams.push(CudaStream::new(&ctx).expect("Stream MUST succeed"));
    }

    // Sync all
    for stream in &streams {
        stream.synchronize().expect("Sync MUST succeed");
    }
}

#[test]
fn test_cuda_stress_memory_pressure() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    // Allocate 4GB total in 256MB chunks
    let chunk_size = 64 * 1024 * 1024; // 64M floats = 256MB
    let mut buffers: Vec<GpuBuffer<f32>> = Vec::new();

    for i in 0..16 {
        match GpuBuffer::<f32>::new(&ctx, chunk_size) {
            Ok(buf) => buffers.push(buf),
            Err(_) => {
                eprintln!("Memory exhausted after {} chunks ({}MB)", i, i * 256);
                break;
            }
        }
    }

    // We should have allocated at least 8 chunks (2GB) on RTX 4090
    assert!(
        buffers.len() >= 8,
        "RTX 4090 should handle at least 2GB allocation"
    );

    // Drop all buffers - verify cleanup
    drop(buffers);

    // Should be able to allocate again
    let _new_buf: GpuBuffer<f32> =
        GpuBuffer::new(&ctx, chunk_size).expect("Post-cleanup allocation MUST succeed");
}

// ============================================================================
// Capture Mode Tests (Forces coverage of graph.rs CaptureMode)
// ============================================================================

#[test]
fn test_capture_mode_to_cuda_mode() {
    assert_eq!(CaptureMode::Global.to_cuda_mode(), 0);
    assert_eq!(CaptureMode::ThreadLocal.to_cuda_mode(), 1);
    assert_eq!(CaptureMode::Relaxed.to_cuda_mode(), 2);
}

#[test]
fn test_capture_mode_default() {
    assert_eq!(CaptureMode::default(), CaptureMode::Global);
}

#[test]
fn test_capture_mode_debug_and_clone() {
    let mode = CaptureMode::Global;
    let cloned = mode.clone();
    assert_eq!(mode, cloned);

    // Test Debug impl
    let debug_str = format!("{:?}", CaptureMode::ThreadLocal);
    assert!(debug_str.contains("ThreadLocal"));
}

// ============================================================================
// LaunchConfig Tests - Force Coverage
// ============================================================================

#[test]
fn test_launch_config_linear() {
    let config = LaunchConfig::linear(1024, 256);
    assert_eq!(config.grid, (4, 1, 1));
    assert_eq!(config.block, (256, 1, 1));
}

#[test]
fn test_launch_config_grid_2d() {
    let config = LaunchConfig::grid_2d(32, 32, 16, 16);
    assert_eq!(config.grid, (32, 32, 1));
    assert_eq!(config.block, (16, 16, 1));
}

#[test]
fn test_launch_config_with_shared_mem() {
    let config = LaunchConfig::linear(256, 256).with_shared_mem(4096);
    assert_eq!(config.shared_mem, 4096);
}

#[test]
fn test_launch_config_total_threads() {
    let config = LaunchConfig::linear(1000, 256);
    let total = config.grid.0
        * config.grid.1
        * config.grid.2
        * config.block.0
        * config.block.1
        * config.block.2;
    assert!(total >= 1000);
}

// ============================================================================
// GPU Buffer Advanced Tests - Force 95% Coverage
// ============================================================================

#[test]
fn test_gpu_buffer_copy_from_buffer_at_async_raw() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");
    let stream_handle = stream.raw();

    let src_data: Vec<f32> = (0..32).map(|i| i as f32).collect();
    let src = GpuBuffer::from_host(&ctx, &src_data).expect("src buffer MUST succeed");

    let mut dst: GpuBuffer<f32> = GpuBuffer::new(&ctx, 64).expect("dst buffer MUST succeed");
    let zeros = vec![0.0f32; 64];
    dst.copy_from_host(&zeros)
        .expect("copy_from_host MUST succeed");

    // Use raw stream handle API (line 636-669)
    unsafe {
        dst.copy_from_buffer_at_async_raw(&src, 16, 0, 32, stream_handle)
            .expect("copy_from_buffer_at_async_raw MUST succeed");
    }
    stream.synchronize().expect("Sync MUST succeed");

    let mut result = vec![0.0f32; 64];
    dst.copy_to_host(&mut result)
        .expect("copy_to_host MUST succeed");

    // Verify copy was correct
    assert_eq!(result[15], 0.0, "Before copy region should be 0");
    assert_eq!(result[16], 0.0, "First copied element should be 0.0");
    assert_eq!(result[47], 31.0, "Last copied element should be 31.0");
    assert_eq!(result[48], 0.0, "After copy region should be 0");
}

#[test]
fn test_gpu_buffer_copy_from_buffer_at_async_raw_bounds_check() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");
    let stream_handle = stream.raw();

    let src: GpuBuffer<f32> = GpuBuffer::new(&ctx, 10).expect("src buffer MUST succeed");
    let mut dst: GpuBuffer<f32> = GpuBuffer::new(&ctx, 20).expect("dst buffer MUST succeed");

    // Test dst out of bounds
    let result = unsafe { dst.copy_from_buffer_at_async_raw(&src, 15, 0, 10, stream_handle) };
    assert!(result.is_err(), "dst out of bounds MUST fail");

    // Test src out of bounds
    let result = unsafe { dst.copy_from_buffer_at_async_raw(&src, 0, 5, 10, stream_handle) };
    assert!(result.is_err(), "src out of bounds MUST fail");

    // Test zero count (should succeed)
    let result = unsafe { dst.copy_from_buffer_at_async_raw(&src, 0, 0, 0, stream_handle) };
    assert!(result.is_ok(), "Zero count copy MUST succeed");
}

#[test]
fn test_gpu_buffer_async_host_to_device() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    let mut buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 256).expect("Buffer MUST succeed");
    let data: Vec<f32> = (0..256).map(|i| i as f32).collect();

    // Async host-to-device copy
    unsafe {
        buffer
            .copy_from_host_async(&data, &stream)
            .expect("copy_from_host_async MUST succeed");
    }
    stream.synchronize().expect("Sync MUST succeed");

    // Verify data
    let mut result = vec![0.0f32; 256];
    buffer
        .copy_to_host(&mut result)
        .expect("copy_to_host MUST succeed");
    assert_eq!(result, data);
}

#[test]
fn test_gpu_buffer_async_device_to_host() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    let data: Vec<f32> = (0..128).map(|i| i as f32).collect();
    let buffer = GpuBuffer::from_host(&ctx, &data).expect("Buffer MUST succeed");

    let mut result = vec![0.0f32; 128];
    unsafe {
        buffer
            .copy_to_host_async(&mut result, &stream)
            .expect("copy_to_host_async MUST succeed");
    }
    stream.synchronize().expect("Sync MUST succeed");

    assert_eq!(result, data);
}

#[test]
fn test_gpu_buffer_async_copy_size_mismatch_h2d() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    let mut buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 100).expect("Buffer MUST succeed");
    let data: Vec<f32> = vec![1.0f32; 200]; // Wrong size

    let result = unsafe { buffer.copy_from_host_async(&data, &stream) };
    assert!(result.is_err(), "Size mismatch MUST fail");
}

#[test]
fn test_gpu_buffer_async_copy_size_mismatch_d2h() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 100).expect("Buffer MUST succeed");
    let mut result: Vec<f32> = vec![0.0f32; 50]; // Wrong size

    let copy_result = unsafe { buffer.copy_to_host_async(&mut result, &stream) };
    assert!(copy_result.is_err(), "Size mismatch MUST fail");
}

#[test]
fn test_gpu_buffer_async_copy_empty_h2d() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    let mut buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 0).expect("Buffer MUST succeed");
    let data: Vec<f32> = vec![];

    let result = unsafe { buffer.copy_from_host_async(&data, &stream) };
    assert!(result.is_ok(), "Empty copy MUST succeed");
}

#[test]
fn test_gpu_buffer_async_copy_empty_d2h() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let stream = CudaStream::new(&ctx).expect("Stream creation MUST succeed");

    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 0).expect("Buffer MUST succeed");
    let mut result: Vec<f32> = vec![];

    let copy_result = unsafe { buffer.copy_to_host_async(&mut result, &stream) };
    assert!(copy_result.is_ok(), "Empty copy MUST succeed");
}

#[test]
fn test_gpu_buffer_copy_from_host_at_bounds_check() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let mut buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 100).expect("Buffer MUST succeed");

    // Out of bounds
    let data = vec![1.0f32; 50];
    let result = buffer.copy_from_host_at(&data, 60); // 60 + 50 > 100
    assert!(result.is_err(), "Out of bounds MUST fail");

    // Empty data
    let empty: Vec<f32> = vec![];
    let result = buffer.copy_from_host_at(&empty, 50);
    assert!(result.is_ok(), "Empty copy MUST succeed");
}

#[test]
fn test_gpu_buffer_copy_to_host_at_bounds_check() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 100).expect("Buffer MUST succeed");

    // Out of bounds
    let mut data = vec![0.0f32; 50];
    let result = buffer.copy_to_host_at(&mut data, 60); // 60 + 50 > 100
    assert!(result.is_err(), "Out of bounds MUST fail");

    // Empty data
    let mut empty: Vec<f32> = vec![];
    let result = buffer.copy_to_host_at(&mut empty, 50);
    assert!(result.is_ok(), "Empty copy MUST succeed");
}

#[test]
fn test_gpu_buffer_copy_from_buffer_size_mismatch() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let src: GpuBuffer<f32> = GpuBuffer::new(&ctx, 100).expect("src MUST succeed");
    let mut dst: GpuBuffer<f32> = GpuBuffer::new(&ctx, 50).expect("dst MUST succeed");

    let result = dst.copy_from_buffer(&src);
    assert!(result.is_err(), "Size mismatch MUST fail");
}

#[test]
fn test_gpu_buffer_copy_from_buffer_empty() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let src: GpuBuffer<f32> = GpuBuffer::new(&ctx, 0).expect("src MUST succeed");
    let mut dst: GpuBuffer<f32> = GpuBuffer::new(&ctx, 0).expect("dst MUST succeed");

    let result = dst.copy_from_buffer(&src);
    assert!(result.is_ok(), "Empty copy MUST succeed");
}

#[test]
fn test_gpu_buffer_copy_from_buffer_at_bounds_check_dst() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let src: GpuBuffer<f32> = GpuBuffer::new(&ctx, 20).expect("src MUST succeed");
    let mut dst: GpuBuffer<f32> = GpuBuffer::new(&ctx, 50).expect("dst MUST succeed");

    // dst out of bounds: 40 + 20 > 50
    let result = dst.copy_from_buffer_at(&src, 40, 0, 20);
    assert!(result.is_err(), "dst out of bounds MUST fail");
}

#[test]
fn test_gpu_buffer_copy_from_buffer_at_bounds_check_src() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let src: GpuBuffer<f32> = GpuBuffer::new(&ctx, 20).expect("src MUST succeed");
    let mut dst: GpuBuffer<f32> = GpuBuffer::new(&ctx, 50).expect("dst MUST succeed");

    // src out of bounds: 15 + 20 > 20
    let result = dst.copy_from_buffer_at(&src, 0, 15, 20);
    assert!(result.is_err(), "src out of bounds MUST fail");
}

#[test]
fn test_gpu_buffer_copy_from_buffer_at_zero_count() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let src: GpuBuffer<f32> = GpuBuffer::new(&ctx, 20).expect("src MUST succeed");
    let mut dst: GpuBuffer<f32> = GpuBuffer::new(&ctx, 50).expect("dst MUST succeed");

    let result = dst.copy_from_buffer_at(&src, 0, 0, 0);
    assert!(result.is_ok(), "Zero count copy MUST succeed");
}

#[test]
fn test_gpu_buffer_view_operations() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 128).expect("Buffer MUST succeed");

    let view = buffer.clone_metadata();

    // Test all view methods
    assert_eq!(view.as_ptr(), buffer.as_ptr());
    assert_eq!(view.len(), 128);
    assert!(!view.is_empty());
    assert_eq!(view.size_bytes(), 128 * 4);
}

#[test]
fn test_gpu_buffer_empty_view() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 0).expect("Buffer MUST succeed");

    let view = buffer.clone_metadata();
    assert!(view.is_empty());
    assert_eq!(view.len(), 0);
    assert_eq!(view.size_bytes(), 0);
}

#[test]
fn test_gpu_buffer_kernel_arg() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");
    let buffer: GpuBuffer<f32> = GpuBuffer::new(&ctx, 64).expect("Buffer MUST succeed");

    let arg = buffer.as_kernel_arg();
    assert!(!arg.is_null());

    // The pointer should point to a valid device address
    let ptr_to_ptr = arg as *const u64;
    let device_ptr = unsafe { *ptr_to_ptr };
    assert!(device_ptr != 0);
}

// ============================================================================
// Module Tests - Force Coverage of module.rs
// ============================================================================

#[test]
fn test_module_cached_functions() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry func_a() {
    ret;
}

.visible .entry func_b() {
    ret;
}
"#;

    let mut module = CudaModule::from_ptx(&ctx, ptx).expect("Module MUST succeed");

    // Look up both functions
    module.get_function("func_a").expect("func_a MUST exist");
    module.get_function("func_b").expect("func_b MUST exist");

    // Test cached_functions method
    let cached = module.cached_functions();
    assert_eq!(cached.len(), 2);
    assert!(cached.contains(&"func_a"));
    assert!(cached.contains(&"func_b"));
}

#[test]
fn test_module_get_function_cached() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry cached_test() {
    ret;
}
"#;

    let mut module = CudaModule::from_ptx(&ctx, ptx).expect("Module MUST succeed");

    // First lookup
    let func1 = module
        .get_function("cached_test")
        .expect("First lookup MUST succeed");

    // Second lookup (from cache)
    let func2 = module
        .get_function("cached_test")
        .expect("Second lookup MUST succeed");

    // Should return same function handle
    assert_eq!(func1, func2);
}

#[test]
fn test_module_invalid_ptx_error() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    // Invalid PTX should fail
    let invalid_ptx = "this is not valid PTX";
    let result = CudaModule::from_ptx(&ctx, invalid_ptx);
    assert!(result.is_err());
}

#[test]
fn test_module_function_not_found() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry existing() {
    ret;
}
"#;

    let mut module = CudaModule::from_ptx(&ctx, ptx).expect("Module MUST succeed");

    // Non-existent function should fail
    let result = module.get_function("nonexistent_function");
    assert!(result.is_err());
}

#[test]
fn test_module_drop_multiple() {
    let ctx = CudaContext::new(0).expect("Context creation MUST succeed");

    let ptx = r#".version 8.0
.target sm_80
.address_size 64

.visible .entry drop_test() {
    ret;
}
"#;

    // Create and drop multiple modules
    for _ in 0..5 {
        let module = CudaModule::from_ptx(&ctx, ptx).expect("Module MUST succeed");
        assert!(!module.raw().is_null());
        // Module dropped here
    }
}