oxicuda_memory/device_buffer.rs
1//! Type-safe device (GPU VRAM) memory buffer.
2//!
3//! [`DeviceBuffer<T>`] owns a contiguous allocation of `T` elements in device
4//! memory. It supports synchronous and asynchronous copies to/from host
5//! memory, device-to-device copies, and zero-initialisation via `cuMemsetD8`.
6//!
7//! The buffer is parameterised over `T: Copy` so that only plain-old-data
8//! types can be stored — no heap pointers that would be meaningless on the
9//! GPU.
10//!
11//! # Ownership
12//!
13//! The allocation is freed automatically when the buffer is dropped. If
14//! `cuMemFree_v2` fails during [`Drop`], the error is logged via
15//! [`tracing::warn`] rather than panicking.
16//!
17//! # Example
18//!
19//! ```rust,no_run
20//! # use oxicuda_memory::DeviceBuffer;
21//! let mut buf = DeviceBuffer::<f32>::alloc(1024)?;
22//! let host_data = vec![1.0_f32; 1024];
23//! buf.copy_from_host(&host_data)?;
24//!
25//! let mut result = vec![0.0_f32; 1024];
26//! buf.copy_to_host(&mut result)?;
27//! assert_eq!(result, host_data);
28//! # Ok::<(), oxicuda_driver::error::CudaError>(())
29//! ```
30
31use std::ffi::c_void;
32use std::marker::PhantomData;
33
34use oxicuda_driver::error::{CudaError, CudaResult};
35use oxicuda_driver::ffi::CUdeviceptr;
36use oxicuda_driver::loader::try_driver;
37use oxicuda_driver::stream::Stream;
38
39// ---------------------------------------------------------------------------
40// DeviceBuffer<T>
41// ---------------------------------------------------------------------------
42
43/// A contiguous buffer of `T` elements allocated in GPU device memory.
44///
45/// The buffer owns the underlying `CUdeviceptr` allocation and frees it on
46/// drop. All copy operations validate that source and destination lengths
47/// match, returning [`CudaError::InvalidValue`] on mismatch.
48pub struct DeviceBuffer<T: Copy> {
49 /// Raw CUDA device pointer to the start of the allocation.
50 ptr: CUdeviceptr,
51 /// Number of `T` elements (not bytes).
52 len: usize,
53 /// Whether this buffer owns its allocation and must free it on drop.
54 ///
55 /// `true` for buffers created via [`DeviceBuffer::alloc`],
56 /// [`DeviceBuffer::zeroed`], or [`DeviceBuffer::from_host`]; `false` for
57 /// non-owning views created via [`DeviceBuffer::from_raw`], which borrow an
58 /// externally-owned device pointer and must NOT free it on drop.
59 owned: bool,
60 /// Marker to tie the generic parameter `T` to this struct.
61 _phantom: PhantomData<T>,
62}
63
64// SAFETY: Device memory is not bound to a specific host thread. The raw
65// pointer is a `u64` handle managed by the CUDA driver, which is thread-safe
66// for memory operations when properly synchronised.
67unsafe impl<T: Copy + Send> Send for DeviceBuffer<T> {}
68unsafe impl<T: Copy + Sync> Sync for DeviceBuffer<T> {}
69
70impl<T: Copy> DeviceBuffer<T> {
71 /// Allocates a device buffer capable of holding `n` elements of type `T`.
72 ///
73 /// # Errors
74 ///
75 /// * [`CudaError::InvalidValue`] if `n` is zero.
76 /// * [`CudaError::OutOfMemory`] if the GPU cannot satisfy the request.
77 /// * Other driver errors propagated from `cuMemAlloc_v2`.
78 pub fn alloc(n: usize) -> CudaResult<Self> {
79 if n == 0 {
80 return Err(CudaError::InvalidValue);
81 }
82 let byte_size = n
83 .checked_mul(std::mem::size_of::<T>())
84 .ok_or(CudaError::InvalidValue)?;
85 let api = try_driver()?;
86 let mut ptr: CUdeviceptr = 0;
87 // SAFETY: `cu_mem_alloc_v2` writes a valid device pointer on success.
88 let rc = unsafe { (api.cu_mem_alloc_v2)(&mut ptr, byte_size) };
89 oxicuda_driver::check(rc)?;
90 Ok(Self {
91 ptr,
92 len: n,
93 owned: true,
94 _phantom: PhantomData,
95 })
96 }
97
98 /// Allocates a device buffer of `n` elements and zero-initialises every byte.
99 ///
100 /// This is equivalent to [`alloc`](Self::alloc) followed by a
101 /// `cuMemsetD8_v2` call that writes `0` to every byte.
102 ///
103 /// The zero-fill is **fully completed on the device before this function
104 /// returns**: `cuMemsetD8_v2` is issued on the legacy default stream and is
105 /// asynchronous with respect to the host for device memory, so the returned
106 /// buffer would otherwise not be guaranteed zeroed relative to work later
107 /// submitted on a `CU_STREAM_NON_BLOCKING` stream (which does *not*
108 /// implicitly synchronise with the default stream). A context synchronise
109 /// after the memset makes the "every byte is 0" postcondition hold for any
110 /// consumer stream, closing a data race where a kernel on a non-blocking
111 /// stream could read/overwrite this buffer concurrently with the pending
112 /// zero-fill.
113 ///
114 /// # Errors
115 ///
116 /// Same as [`alloc`](Self::alloc), plus any error from `cuMemsetD8_v2` or
117 /// the context synchronise.
118 pub fn zeroed(n: usize) -> CudaResult<Self> {
119 let buf = Self::alloc(n)?;
120 let api = try_driver()?;
121 // SAFETY: the buffer was just allocated with the correct byte size.
122 let rc = unsafe { (api.cu_memset_d8_v2)(buf.ptr, 0, buf.byte_size()) };
123 oxicuda_driver::check(rc)?;
124 // The non-async memset runs on the legacy default stream and is host
125 // asynchronous for device memory; block until it has actually landed so
126 // the buffer is zeroed with respect to every stream, not just the
127 // default one. Synchronises the context current on this thread (the
128 // same one `alloc`/memset targeted).
129 oxicuda_driver::check(unsafe { (api.cu_ctx_synchronize)() })?;
130 Ok(buf)
131 }
132
133 /// Allocates a device buffer and copies the contents of `data` into it.
134 ///
135 /// The resulting buffer has the same length as the input slice.
136 ///
137 /// # Errors
138 ///
139 /// * [`CudaError::InvalidValue`] if `data` is empty.
140 /// * Other driver errors from allocation or the host-to-device copy.
141 pub fn from_host(data: &[T]) -> CudaResult<Self> {
142 let mut buf = Self::alloc(data.len())?;
143 buf.copy_from_host(data)?;
144 Ok(buf)
145 }
146
147 /// Wraps an externally-owned device pointer in a non-owning
148 /// [`DeviceBuffer`] view **without allocating**.
149 ///
150 /// The returned buffer points at the *existing* allocation described by
151 /// `ptr` and `len`, and exposes the full [`DeviceBuffer`] API (copies,
152 /// slicing, [`as_device_ptr`](Self::as_device_ptr), and use as a matrix
153 /// operand in `oxicuda-blas`) over that memory. Because the view does not
154 /// own the allocation, its [`Drop`] is a no-op: it will **not** call
155 /// `cuMemFree_v2`. Ownership and the lifetime of the underlying memory
156 /// remain entirely with the original owner (e.g. another CUDA library,
157 /// `cudarc`, or a foreign allocator).
158 ///
159 /// This enables zero-copy interop: a consumer that already holds a
160 /// resident device allocation can wrap it here and run OxiCUDA operations
161 /// in place, with no host round-trip and no extra device allocation.
162 ///
163 /// # Safety
164 ///
165 /// The caller must guarantee all of the following:
166 ///
167 /// * `ptr` is a valid CUDA device pointer into an allocation of at least
168 /// `len * size_of::<T>()` bytes, correctly aligned for `T`, and
169 /// associated with the CUDA context that subsequent OxiCUDA operations
170 /// run under.
171 /// * The pointed-to memory contains a valid, initialised `[T; len]` (or is
172 /// only used as a write target before being read).
173 /// * The underlying allocation **outlives** this `DeviceBuffer` view: the
174 /// original owner must not free, reallocate, or invalidate `ptr` while
175 /// this view (or any [`DeviceSlice`] borrowed from it) is alive.
176 /// * No other live `DeviceBuffer` owns the same `ptr` (to avoid a
177 /// double-free) and aliasing rules are respected when the view is used
178 /// mutably (e.g. as a [`MatrixDescMut`](../oxicuda_blas/struct.MatrixDescMut.html)
179 /// output operand).
180 ///
181 /// A zero `len` is permitted (unlike [`alloc`](Self::alloc)) since no
182 /// allocation is performed; a `ptr` of `0` is also permitted for a
183 /// zero-length view, but pointer/length validity is the caller's
184 /// responsibility.
185 ///
186 /// # Example
187 ///
188 /// ```rust,no_run
189 /// # use oxicuda_memory::DeviceBuffer;
190 /// # use oxicuda_driver::ffi::CUdeviceptr;
191 /// // `raw` is a device pointer owned elsewhere (e.g. obtained from another
192 /// // CUDA library) pointing at `n` resident `f32` elements.
193 /// # let raw: CUdeviceptr = 0;
194 /// # let n: usize = 1024;
195 /// // SAFETY: `raw` is valid for `n` f32s and outlives `view`.
196 /// let view = unsafe { DeviceBuffer::<f32>::from_raw(raw, n) };
197 /// // `view` can now be used with oxicuda-blas / copies; dropping it does
198 /// // NOT free `raw`.
199 /// assert_eq!(view.len(), n);
200 /// ```
201 #[must_use]
202 pub unsafe fn from_raw(ptr: CUdeviceptr, len: usize) -> Self {
203 Self {
204 ptr,
205 len,
206 owned: false,
207 _phantom: PhantomData,
208 }
209 }
210
211 /// Copies data from a host slice into this device buffer (synchronous).
212 ///
213 /// The slice length must exactly match the buffer length.
214 ///
215 /// # Errors
216 ///
217 /// * [`CudaError::InvalidValue`] if `src.len() != self.len()`.
218 /// * Other driver errors from `cuMemcpyHtoD_v2`.
219 pub fn copy_from_host(&mut self, src: &[T]) -> CudaResult<()> {
220 if src.len() != self.len {
221 return Err(CudaError::InvalidValue);
222 }
223 let api = try_driver()?;
224 // SAFETY: `src` is a valid host slice with the correct byte count.
225 let rc = unsafe {
226 (api.cu_memcpy_htod_v2)(self.ptr, src.as_ptr().cast::<c_void>(), self.byte_size())
227 };
228 oxicuda_driver::check(rc)
229 }
230
231 /// Copies this device buffer's contents into a host slice (synchronous).
232 ///
233 /// The slice length must exactly match the buffer length.
234 ///
235 /// # Errors
236 ///
237 /// * [`CudaError::InvalidValue`] if `dst.len() != self.len()`.
238 /// * Other driver errors from `cuMemcpyDtoH_v2`.
239 pub fn copy_to_host(&self, dst: &mut [T]) -> CudaResult<()> {
240 if dst.len() != self.len {
241 return Err(CudaError::InvalidValue);
242 }
243 let api = try_driver()?;
244 // SAFETY: `dst` is a valid host slice with the correct byte count.
245 let rc = unsafe {
246 (api.cu_memcpy_dtoh_v2)(
247 dst.as_mut_ptr().cast::<c_void>(),
248 self.ptr,
249 self.byte_size(),
250 )
251 };
252 oxicuda_driver::check(rc)
253 }
254
255 /// Copies the entire contents of another device buffer into this one.
256 ///
257 /// Both buffers must have the same length.
258 ///
259 /// # Errors
260 ///
261 /// * [`CudaError::InvalidValue`] if `src.len() != self.len()`.
262 /// * Other driver errors from `cuMemcpyDtoD_v2`.
263 pub fn copy_from_device(&mut self, src: &DeviceBuffer<T>) -> CudaResult<()> {
264 if src.len != self.len {
265 return Err(CudaError::InvalidValue);
266 }
267 let api = try_driver()?;
268 // SAFETY: both pointers are valid device allocations of the same size.
269 let rc = unsafe { (api.cu_memcpy_dtod_v2)(self.ptr, src.ptr, self.byte_size()) };
270 oxicuda_driver::check(rc)
271 }
272
273 /// Asynchronously copies data from a host slice into this device buffer.
274 ///
275 /// The copy is enqueued on `stream` and may not be complete when this
276 /// function returns. The caller must ensure that `src` remains valid
277 /// (i.e., is not moved or dropped) until the stream has been
278 /// synchronised. For guaranteed correctness, prefer using a
279 /// [`PinnedBuffer`](crate::PinnedBuffer) as the source.
280 ///
281 /// # Errors
282 ///
283 /// * [`CudaError::InvalidValue`] if `src.len() != self.len()`.
284 /// * Other driver errors from `cuMemcpyHtoDAsync_v2`.
285 pub fn copy_from_host_async(&mut self, src: &[T], stream: &Stream) -> CudaResult<()> {
286 if src.len() != self.len {
287 return Err(CudaError::InvalidValue);
288 }
289 let api = try_driver()?;
290 // SAFETY: the caller is responsible for keeping `src` alive until
291 // the stream completes.
292 let rc = unsafe {
293 (api.cu_memcpy_htod_async_v2)(
294 self.ptr,
295 src.as_ptr().cast::<c_void>(),
296 self.byte_size(),
297 stream.raw(),
298 )
299 };
300 oxicuda_driver::check(rc)
301 }
302
303 /// Asynchronously copies this device buffer's contents into a host slice.
304 ///
305 /// The copy is enqueued on `stream` and may not be complete when this
306 /// function returns. The caller must ensure that `dst` remains valid
307 /// and is not read until the stream has been synchronised. For
308 /// guaranteed correctness, prefer using a
309 /// [`PinnedBuffer`](crate::PinnedBuffer) as the destination.
310 ///
311 /// # Errors
312 ///
313 /// * [`CudaError::InvalidValue`] if `dst.len() != self.len()`.
314 /// * Other driver errors from `cuMemcpyDtoHAsync_v2`.
315 pub fn copy_to_host_async(&self, dst: &mut [T], stream: &Stream) -> CudaResult<()> {
316 if dst.len() != self.len {
317 return Err(CudaError::InvalidValue);
318 }
319 let api = try_driver()?;
320 // SAFETY: the caller is responsible for keeping `dst` alive until
321 // the stream completes.
322 let rc = unsafe {
323 (api.cu_memcpy_dtoh_async_v2)(
324 dst.as_mut_ptr().cast::<c_void>(),
325 self.ptr,
326 self.byte_size(),
327 stream.raw(),
328 )
329 };
330 oxicuda_driver::check(rc)
331 }
332
333 /// Returns the number of `T` elements in this buffer.
334 #[inline]
335 pub fn len(&self) -> usize {
336 self.len
337 }
338
339 /// Returns `true` if the buffer contains zero elements.
340 ///
341 /// In practice this is always `false` because [`alloc`](Self::alloc)
342 /// rejects zero-length allocations.
343 #[inline]
344 pub fn is_empty(&self) -> bool {
345 self.len == 0
346 }
347
348 /// Returns the total size of the allocation in bytes.
349 #[inline]
350 pub fn byte_size(&self) -> usize {
351 self.len * std::mem::size_of::<T>()
352 }
353
354 /// Returns the raw [`CUdeviceptr`] handle for this buffer.
355 ///
356 /// This is useful when passing the pointer to kernel launch parameters
357 /// or other low-level driver calls.
358 #[inline]
359 pub fn as_device_ptr(&self) -> CUdeviceptr {
360 self.ptr
361 }
362
363 /// Returns a borrowed [`DeviceSlice`] referencing a sub-range of this
364 /// buffer starting at element `offset` and spanning `len` elements.
365 ///
366 /// # Errors
367 ///
368 /// Returns [`CudaError::InvalidValue`] if the requested range exceeds
369 /// the buffer bounds (i.e., `offset + len > self.len()`).
370 pub fn slice(&self, offset: usize, len: usize) -> CudaResult<DeviceSlice<'_, T>> {
371 let end = offset.checked_add(len).ok_or(CudaError::InvalidValue)?;
372 if end > self.len {
373 return Err(CudaError::InvalidValue);
374 }
375 let byte_offset = offset
376 .checked_mul(std::mem::size_of::<T>())
377 .ok_or(CudaError::InvalidValue)?;
378 Ok(DeviceSlice {
379 ptr: self.ptr + byte_offset as u64,
380 len,
381 _phantom: PhantomData,
382 })
383 }
384}
385
386impl<T: Copy> Drop for DeviceBuffer<T> {
387 fn drop(&mut self) {
388 // Non-owning views (created via `from_raw`) borrow an externally-owned
389 // allocation and must never free it.
390 if !self.owned {
391 return;
392 }
393 if let Ok(api) = try_driver() {
394 // SAFETY: `self.ptr` was allocated by `cu_mem_alloc_v2` and has
395 // not yet been freed.
396 let rc = unsafe { (api.cu_mem_free_v2)(self.ptr) };
397 if rc != 0 {
398 tracing::warn!(
399 cuda_error = rc,
400 ptr = self.ptr,
401 len = self.len,
402 "cuMemFree_v2 failed during DeviceBuffer drop"
403 );
404 }
405 }
406 }
407}
408
409// ---------------------------------------------------------------------------
410// DeviceSlice<'a, T>
411// ---------------------------------------------------------------------------
412
413/// A borrowed, non-owning view into a sub-range of a [`DeviceBuffer`].
414///
415/// A `DeviceSlice` does not own the memory it points to — it borrows from
416/// the parent [`DeviceBuffer`] and is lifetime-bound to it. This is useful
417/// for passing sub-regions of a buffer to kernels or copy operations without
418/// extra allocations.
419///
420/// `DeviceSlice` does **not** implement [`Drop`]; the parent buffer is
421/// responsible for freeing the allocation.
422pub struct DeviceSlice<'a, T: Copy> {
423 /// Raw device pointer to the start of this slice within the parent buffer.
424 ptr: CUdeviceptr,
425 /// Number of `T` elements in this slice.
426 len: usize,
427 /// Ties the lifetime to the parent buffer and the element type.
428 _phantom: PhantomData<&'a T>,
429}
430
431impl<T: Copy> DeviceSlice<'_, T> {
432 /// Returns the number of `T` elements in this slice.
433 #[inline]
434 pub fn len(&self) -> usize {
435 self.len
436 }
437
438 /// Returns `true` if the slice contains zero elements.
439 #[inline]
440 pub fn is_empty(&self) -> bool {
441 self.len == 0
442 }
443
444 /// Returns the total size of this slice in bytes.
445 #[inline]
446 pub fn byte_size(&self) -> usize {
447 self.len * std::mem::size_of::<T>()
448 }
449
450 /// Returns the raw [`CUdeviceptr`] handle for the start of this slice.
451 #[inline]
452 pub fn as_device_ptr(&self) -> CUdeviceptr {
453 self.ptr
454 }
455}
456
457// ---------------------------------------------------------------------------
458// Tests
459// ---------------------------------------------------------------------------
460
461#[cfg(test)]
462mod tests {
463 use super::*;
464
465 /// A `from_raw` view must be marked non-owning so that `Drop` skips the
466 /// `cuMemFree_v2` call. We construct over a dummy sentinel pointer; because
467 /// the view is non-owning, dropping it performs no driver call and is safe
468 /// even without a CUDA device present.
469 #[test]
470 fn from_raw_is_non_owning() {
471 let sentinel: CUdeviceptr = 0xDEAD_BEEF;
472 // SAFETY: this view is never dereferenced; we only inspect metadata and
473 // rely on the non-owning Drop being a no-op.
474 let view = unsafe { DeviceBuffer::<f32>::from_raw(sentinel, 16) };
475 assert!(!view.owned, "from_raw must produce a non-owning buffer");
476 assert_eq!(view.len(), 16);
477 assert_eq!(view.as_device_ptr(), sentinel);
478 assert_eq!(view.byte_size(), 16 * std::mem::size_of::<f32>());
479 // Dropping a non-owning view must NOT touch the driver / free memory.
480 // Reaching the end of scope here exercises that path without a GPU.
481 drop(view);
482 }
483
484 /// A zero-length `from_raw` view is permitted (no allocation occurs) and is
485 /// reported as empty.
486 #[test]
487 fn from_raw_zero_len_is_empty() {
488 // SAFETY: zero-length, pointer never dereferenced; Drop is a no-op.
489 let view = unsafe { DeviceBuffer::<u8>::from_raw(0, 0) };
490 assert!(!view.owned);
491 assert!(view.is_empty());
492 assert_eq!(view.len(), 0);
493 assert_eq!(view.byte_size(), 0);
494 }
495
496 /// Two non-owning views may share the same pointer without risking a
497 /// double-free, because neither frees on drop. This models a consumer
498 /// re-wrapping the same resident allocation.
499 #[test]
500 fn from_raw_aliasing_views_do_not_double_free() {
501 let ptr: CUdeviceptr = 0x1000;
502 // SAFETY: non-owning aliases, never dereferenced; both Drops are no-ops.
503 let a = unsafe { DeviceBuffer::<f64>::from_raw(ptr, 8) };
504 let b = unsafe { DeviceBuffer::<f64>::from_raw(ptr, 8) };
505 assert!(!a.owned);
506 assert!(!b.owned);
507 assert_eq!(a.as_device_ptr(), b.as_device_ptr());
508 drop(a);
509 drop(b);
510 }
511
512 /// A real owning allocation created via `alloc` is marked `owned` so that
513 /// its memory is freed on drop. This requires a CUDA device, so it is gated
514 /// behind a runtime driver check and skipped (passing) when no GPU/driver
515 /// is available — keeping the test green on macOS while still proving the
516 /// owned-flag wiring on real hardware.
517 #[test]
518 fn alloc_is_owning_when_driver_available() {
519 match DeviceBuffer::<f32>::alloc(32) {
520 Ok(buf) => {
521 assert!(buf.owned, "alloc must produce an owning buffer");
522 assert_eq!(buf.len(), 32);
523 // `buf` is dropped here and frees its allocation via the driver.
524 }
525 Err(_) => {
526 // No CUDA driver/device on this host (e.g. macOS CI): the
527 // owned-flag logic is covered by the non-GPU tests above.
528 }
529 }
530 }
531}