memra-engine 0.137.0

From-scratch CUDA LLM inference engine for NVIDIA RTX 50-series (sm_120a) and Hopper (sm_90a) - custom kernels, no frameworks
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//! Fixed, portable pinned storage. Only startup/shutdown allocate/free CUDA host memory.
use cudarc::driver::{CudaContext, CudaSlice, CudaStream, DevicePtr, DeviceRepr};
use std::collections::BTreeMap;
use std::sync::{Arc, Mutex};

type Error = Box<dyn std::error::Error>;

#[derive(Clone, Debug)]
struct Extents {
    free: BTreeMap<usize, usize>,
    capacity: usize,
}
impl Extents {
    fn new(capacity: usize) -> Self {
        Self {
            free: [(0, capacity)].into(),
            capacity,
        }
    }
    fn reserve(&mut self, sizes: &[usize]) -> Option<Vec<(usize, usize)>> {
        let mut next = self.clone();
        let mut regions = Vec::with_capacity(sizes.len());
        for &len in sizes {
            let size = len.max(1).checked_add(3)? & !3;
            let (&offset, &available) = next
                .free
                .iter()
                .filter(|(_, n)| **n >= size)
                .min_by_key(|(offset, n)| (**n, **offset))?;
            next.free.remove(&offset);
            if available > size {
                next.free.insert(offset + size, available - size);
            }
            regions.push((offset, size));
        }
        *self = next;
        Some(regions)
    }
    fn release(&mut self, mut offset: usize, mut size: usize) {
        assert!(
            offset
                .checked_add(size)
                .is_some_and(|end| end <= self.capacity)
        );
        if let Some((&left, &n)) = self.free.range(..offset).next_back() {
            assert!(left + n <= offset, "overlapping pinned region return");
            if left + n == offset {
                self.free.remove(&left);
                offset = left;
                size += n;
            }
        }
        if let Some((&right, &n)) = self.free.range(offset..).next() {
            assert!(offset + size <= right, "overlapping pinned region return");
            if offset + size == right {
                self.free.remove(&right);
                size += n;
            }
        }
        assert!(self.free.insert(offset, size).is_none());
    }
    fn free_bytes(&self) -> usize {
        self.free.values().sum()
    }
}

struct ArenaInner {
    ptr: *mut u8,
    context: Arc<CudaContext>,
    extents: Mutex<Extents>,
    alloc_ms: f64,
}
// Backing never moves. Only exclusive, non-overlapping region owners expose data;
// the mutex controls extent ownership, and each buffer's copies fence before return.
unsafe impl Send for ArenaInner {}
unsafe impl Sync for ArenaInner {}
impl Drop for ArenaInner {
    fn drop(&mut self) {
        // The retained creator context outlives CUDA host free.
        let _ = self.context.bind_to_thread();
        let _ = unsafe { cudarc::driver::result::free_host(self.ptr.cast()) };
    }
}

#[derive(Clone)]
pub struct PinnedHostArena {
    inner: Arc<ArenaInner>,
}
impl PinnedHostArena {
    /// Reserve the entire configured physical budget before readiness. Portable is
    /// cacheable (not write-combined) and recognized by all CUDA owner contexts.
    /// Backing is deliberately uninitialized: each new/recycled lease starts
    /// unreadable and only a full host write or fenced D2H enables slice access.
    /// This avoids touching the entire arena before any image needs its bytes.
    pub fn reserve(context: Arc<CudaContext>, bytes: usize) -> Result<Self, Error> {
        if bytes == 0 || bytes > isize::MAX as usize || !bytes.is_multiple_of(4) {
            return Err("pinned arena size must be positive and four-byte aligned".into());
        }
        context.bind_to_thread()?;
        let alloc_start = std::time::Instant::now();
        let ptr = unsafe {
            cudarc::driver::result::malloc_host(
                bytes,
                cudarc::driver::sys::CU_MEMHOSTALLOC_PORTABLE,
            )?
        }
        .cast::<u8>();
        let alloc_ms = alloc_start.elapsed().as_secs_f64() * 1000.0;
        Ok(Self {
            inner: Arc::new(ArenaInner {
                ptr,
                context,
                extents: Mutex::new(Extents::new(bytes)),
                alloc_ms,
            }),
        })
    }
    /// All regions or none. No CUDA call, no growth, no caller-visible raw pointer.
    pub fn try_reserve_planes(&self, sizes: &[usize]) -> Result<Vec<PinnedHostBuf>, Error> {
        let mut extents = self
            .inner
            .extents
            .lock()
            .map_err(|_| "pinned arena lock poisoned")?;
        let regions = extents
            .reserve(sizes)
            .ok_or("pinned arena capacity/fragmentation refusal")?;
        Ok(regions
            .into_iter()
            .zip(sizes)
            .map(|((offset, reserved), &len)| PinnedHostBuf {
                ptr: unsafe { self.inner.ptr.add(offset) },
                len,
                written: false,
                region: Some(Region {
                    arena: self.inner.clone(),
                    offset,
                    reserved,
                }),
            })
            .collect())
    }
    /// CUDA allocation time and startup fill time. Fill is zero by design;
    /// full image copies initialize only the leased logical bytes before use.
    pub fn reserve_timings_ms(&self) -> (f64, f64) {
        (self.inner.alloc_ms, 0.0)
    }
    /// Physical backing, leased extents (including alignment), reusable extents.
    pub fn bytes(&self) -> (usize, usize, usize) {
        let e = self
            .inner
            .extents
            .lock()
            .expect("pinned arena lock poisoned");
        let free = e.free_bytes();
        (e.capacity, e.capacity - free, free)
    }
}
struct Region {
    arena: Arc<ArenaInner>,
    offset: usize,
    reserved: usize,
}
impl Drop for Region {
    fn drop(&mut self) {
        self.arena
            .extents
            .lock()
            .expect("pinned arena lock poisoned")
            .release(self.offset, self.reserved);
    }
}

/// Exclusive logical range, either legacy owned backing or one arena lease. Not Clone:
/// a second mutable owner can never alias a published/leased range.
pub struct PinnedHostBuf {
    ptr: *mut u8,
    len: usize,
    // Reset on EVERY lease, including recycled/zero-length ranges. No mutable
    // slice escape is allowed until the whole logical range is initialized.
    written: bool,
    region: Option<Region>,
}
unsafe impl Send for PinnedHostBuf {}
impl PinnedHostBuf {
    pub fn new(len: usize) -> Result<Self, Error> {
        if len > isize::MAX as usize {
            return Err("pinned buffer exceeds slice limit".into());
        }
        let ptr = unsafe { cudarc::driver::result::malloc_host(len.max(1), 0)? }.cast::<u8>();
        // Safe slice access requires initialized backing, including the legacy path.
        unsafe {
            ptr.write_bytes(0, len);
        }
        Ok(Self {
            ptr,
            len,
            written: true,
            region: None,
        })
    }
    pub fn from_device_f32(src: &CudaSlice<f32>) -> Result<Self, Error> {
        let n = src.len().checked_mul(4).ok_or("pinned f32 size overflow")?;
        src.context().bind_to_thread()?;
        let mut out = Self::new(n)?;
        out.copy_from_device_f32(src)?;
        Ok(out)
    }
    pub fn copy_from_device_f32(&mut self, src: &CudaSlice<f32>) -> Result<(), Error> {
        let n = src.len().checked_mul(4).ok_or("pinned f32 size overflow")?;
        if n != self.len {
            return Err("pinned f32 copy length mismatch".into());
        }
        self.copy_from_device(src)
    }
    /// Copy a complete logical byte plane on its owning stream, fencing even
    /// when enqueue returns an error before the region can be recycled.
    pub fn copy_from_device_u8(&mut self, src: &CudaSlice<u8>) -> Result<(), Error> {
        if self.len > src.len() {
            return Err("pinned byte copy length mismatch".into());
        }
        self.copy_from_device(src)
    }
    // Callers checked that the source spans the entire destination. Use the raw
    // CUDA entry point: constructing &mut [u8]/[f32] over fresh uninitialized
    // backing would already violate Rust validity, before memcpy could fill it.
    fn copy_from_device<T: DeviceRepr>(&mut self, src: &CudaSlice<T>) -> Result<(), Error> {
        self.written = false;
        if self.len == 0 {
            self.written = true;
            return Ok(());
        }
        let stream = src.stream();
        src.context().bind_to_thread()?;
        let (device, _record_src) = src.device_ptr(stream);
        // SAFETY: this exclusive buffer owns len writable bytes; the live source
        // spans them and stays retained through the owner-stream fence. No host
        // slice exists until both enqueue and synchronization succeed.
        let copy = unsafe {
            cudarc::driver::sys::cuMemcpyDtoHAsync_v2(
                self.ptr.cast(),
                device,
                self.len,
                stream.cu_stream(),
            )
            .result()
        };
        let fence = stream.synchronize();
        copy?;
        fence?;
        self.written = true;
        Ok(())
    }
    /// Initialize the entire logical range without first exposing a slice.
    /// A short/oversized write is refused and never marks a fresh lease readable.
    pub fn copy_from_slice(&mut self, src: &[u8]) -> Result<(), Error> {
        if src.len() != self.len {
            return Err("pinned host copy length mismatch".into());
        }
        // SAFETY: src is initialized and self exclusively owns len writable
        // bytes. The Rust borrows prevent src from aliasing this destination.
        unsafe { std::ptr::copy_nonoverlapping(src.as_ptr(), self.ptr, self.len) };
        self.written = true;
        Ok(())
    }
    /// Explicit full initialization, also used to poison backing in reuse gates.
    pub fn fill(&mut self, value: u8) {
        // SAFETY: this exclusive buffer owns len writable bytes.
        unsafe { self.ptr.write_bytes(value, self.len) };
        self.written = true;
    }
    pub fn to_device_f32(&self, stream: &Arc<CudaStream>) -> Result<CudaSlice<f32>, Error> {
        if !self.len.is_multiple_of(4) {
            return Err("pinned f32 byte length is not divisible by four".into());
        }
        let out = stream.clone_htod(self.as_f32_slice());
        let fence = stream.synchronize();
        let out = out?;
        fence?;
        Ok(out)
    }
    pub fn as_f32_slice(&self) -> &[f32] {
        assert!(self.written, "pinned buffer read before full write");
        assert!(self.len.is_multiple_of(4));
        unsafe { std::slice::from_raw_parts(self.ptr.cast(), self.len / 4) }
    }
    pub fn len(&self) -> usize {
        self.len
    }
    pub fn is_empty(&self) -> bool {
        self.len == 0
    }
    pub fn as_slice(&self) -> &[u8] {
        assert!(self.written, "pinned buffer read before full write");
        unsafe { std::slice::from_raw_parts(self.ptr, self.len) }
    }
    pub fn as_mut_slice(&mut self) -> &mut [u8] {
        assert!(self.written, "pinned buffer read before full write");
        unsafe { std::slice::from_raw_parts_mut(self.ptr, self.len) }
    }
}
impl Drop for PinnedHostBuf {
    fn drop(&mut self) {
        if self.region.is_none() {
            let _ = unsafe { cudarc::driver::result::free_host(self.ptr.cast()) };
        }
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    // Exercise the real buffer API over aligned, uninitialized CPU storage.
    // ManuallyDrop prevents this fixture from trying to free it through CUDA.
    fn with_unwritten_buffer(len: usize, test: impl FnOnce(&mut PinnedHostBuf)) {
        let mut backing = [std::mem::MaybeUninit::<u32>::uninit(); 4];
        assert!(len <= std::mem::size_of_val(&backing));
        let mut buf = std::mem::ManuallyDrop::new(PinnedHostBuf {
            ptr: backing.as_mut_ptr().cast(),
            len,
            written: false,
            region: None,
        });
        test(&mut buf);
    }

    #[test]
    fn pinned_arena_unwritten_lease_refuses_all_slice_access() {
        with_unwritten_buffer(16, |buf| {
            assert!(
                std::panic::catch_unwind(std::panic::AssertUnwindSafe(|| {
                    let _ = buf.as_slice();
                }))
                .is_err()
            );
            assert!(
                std::panic::catch_unwind(std::panic::AssertUnwindSafe(|| {
                    let _ = buf.as_f32_slice();
                }))
                .is_err()
            );
            assert!(
                std::panic::catch_unwind(std::panic::AssertUnwindSafe(|| {
                    let _ = buf.as_mut_slice();
                }))
                .is_err()
            );
            assert!(buf.copy_from_slice(&[7; 15]).is_err());
            assert!(buf.copy_from_slice(&[7; 17]).is_err());
            assert!(!buf.written);
            buf.copy_from_slice(&[7; 16]).unwrap();
            assert_eq!(buf.as_slice(), &[7; 16]);
            assert_eq!(buf.as_f32_slice().len(), 4);
            buf.as_mut_slice()[0] = 9;
            assert_eq!(buf.as_slice()[0], 9);
        });
    }

    #[test]
    fn pinned_arena_full_write_replaces_every_poisoned_byte() {
        with_unwritten_buffer(16, |buf| {
            buf.fill(0xa5);
            assert_eq!(buf.as_slice(), &[0xa5; 16]);
            // Reacquisition resets visibility even when backing was initialized
            // by an earlier tenant. A new full write is required for this lease.
            buf.written = false;
            assert!(
                std::panic::catch_unwind(std::panic::AssertUnwindSafe(|| {
                    let _ = buf.as_slice();
                }))
                .is_err()
            );
            let source = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16];
            buf.copy_from_slice(&source).unwrap();
            assert_eq!(buf.as_slice(), &source);
        });
    }

    #[test]
    fn pinned_arena_zero_length_write_is_explicit() {
        with_unwritten_buffer(0, |buf| {
            assert!(!buf.written);
            buf.copy_from_slice(&[]).unwrap();
            assert!(buf.as_slice().is_empty());
            assert!(buf.as_f32_slice().is_empty());
        });
    }

    #[test]
    fn pinned_arena_exact_fit_and_coalesced_reuse() {
        let mut e = Extents::new(64);
        let ranges = e.reserve(&[1, 12, 48]).unwrap();
        assert_eq!(ranges, [(0, 4), (4, 12), (16, 48)]);
        assert_eq!(e.free_bytes(), 0);
        e.release(4, 12);
        e.release(0, 4);
        e.release(16, 48);
        assert_eq!(e.reserve(&[64]), Some(vec![(0, 64)]));
    }
    #[test]
    fn pinned_arena_fragmentation_and_failed_batch_are_atomic() {
        let mut e = Extents::new(64);
        let r = e.reserve(&[16; 4]).unwrap();
        e.release(r[0].0, r[0].1);
        e.release(r[2].0, r[2].1);
        let before = e.free.clone();
        assert!(e.reserve(&[20]).is_none());
        assert!(e.reserve(&[16, 20]).is_none());
        assert_eq!(e.free, before);
        assert!(e.reserve(&[usize::MAX]).is_none());
        assert_eq!(e.free, before);
    }
    #[test]
    fn pinned_arena_disjoint_leases_and_zero_length() {
        let mut e = Extents::new(256);
        let r = e.reserve(&[0, 7, 33, 61, 128]).unwrap();
        for pair in r.windows(2) {
            assert!(pair[0].0 + pair[0].1 <= pair[1].0);
        }
        for (offset, len) in r.into_iter().rev() {
            e.release(offset, len);
        }
        assert_eq!(e.free_bytes(), 256);
    }
    #[test]
    fn pinned_arena_concurrent_leases_never_overlap() {
        let ledger = Arc::new(Mutex::new(Extents::new(4096)));
        let barrier = Arc::new(std::sync::Barrier::new(8));
        let threads: Vec<_> = (0..8)
            .map(|_| {
                let ledger = ledger.clone();
                let barrier = barrier.clone();
                std::thread::spawn(move || {
                    let regions = ledger.lock().unwrap().reserve(&[64; 8]).unwrap();
                    barrier.wait();
                    regions
                })
            })
            .collect();
        let mut regions: Vec<_> = threads
            .into_iter()
            .flat_map(|t| t.join().unwrap())
            .collect();
        assert_eq!(ledger.lock().unwrap().free_bytes(), 0);
        regions.sort_unstable();
        for pair in regions.windows(2) {
            assert!(pair[0].0 + pair[0].1 <= pair[1].0);
        }
        for (offset, len) in regions {
            ledger.lock().unwrap().release(offset, len);
        }
        assert_eq!(ledger.lock().unwrap().free_bytes(), 4096);
    }

    #[test]
    fn pinned_arena_mock_host_promotion_overwrites_recycled_image() {
        let mut ledger = Extents::new(64);
        let mut backing = [0u8; 64];
        let source = [vec![17u8; 32], vec![93u8; 32]];
        for _ in 0..3 {
            let regions = ledger.reserve(&[32, 32]).unwrap();
            for ((offset, len), plane) in regions.iter().zip(&source) {
                backing[*offset..offset + len].copy_from_slice(plane);
            }
            let promoted: Vec<_> = regions
                .iter()
                .map(|(offset, len)| backing[*offset..offset + len].to_vec())
                .collect();
            assert_eq!(promoted, source);
            backing.fill(255);
            for (offset, len) in regions {
                ledger.release(offset, len);
            }
            assert_eq!(ledger.free_bytes(), 64);
        }
    }
}