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//! Memory management //! //! Unified address //! --------------- //! //! - All memories are mapped into a single 64bit memory space //! - We can get where the pointed memory exists from its value. //! //! Memory Types //! ------------ //! //! |name | where exists | From Host | From Device | As slice | Description | //! |:--------------------|:------------:|:---------:|:-----------:|:--------:|:-----------------------------------------------------------------------| //! | (usual) Host memory | Host | ✓ | - | ✓ | allocated by usual manner, e.g. `vec![0; n]` | //! | [RegisteredMemory] | Host | ✓ | ✓ | ✓ | A host memory registered into CUDA memory management system | //! | [PageLockedMemory] | Host | ✓ | ✓ | ✓ | OS memory paging is disabled for accelerating memory transfer | //! | [DeviceMemory] | Device | ✓ | ✓ | ✓ | allocated on device as a single span | //! | [Array] | Device | ✓ | ✓ | - | properly aligned memory on device for using Texture and Surface memory | //! //! Traits //! ------- //! //! |traits |`[T]`|[RegisteredMemory]|[PageLockedMemory]|[DeviceMemory]|[Array]| Description | //! |:------------|:---:|:----------------:|:----------------:|:------------:|:-----:|:-------------------------------------------| //! |[Memory] | ✓ | ✓ | ✓ | ✓ | ✓ | Has Unified address and element size | //! |[Contexted] | - | ✓ | ✓ | ✓ | ✓ | with CUDA Context | //! |[Continuous] | ✓ | ✓ | ✓ | ✓ | - | Can be treated as a Rust slice | //! |[Allocatable]| - | - | ✓ | ✓ | ✓ | Newly allocatable with its shape and value | //! //! [RegisteredMemory]: ./struct.RegisteredMemory.html //! [PageLockedMemory]: ./struct.PageLockedMemory.html //! [DeviceMemory]: ./struct.DeviceMemory.html //! [Array]: ./struct.Array.html //! //! [Memory]: ./trait.Memory.html //! [Memset]: ./trait.Memset.html //! [Contexted]: ../device/trait.Contexted.html //! [Continuous]: ./trait.Continuous.html //! [Allocatable]: ./trait.Allocatable.html mod array; mod device; mod dimension; mod info; mod page_locked; mod registered; mod scalar; mod slice; pub use array::*; pub use device::*; pub use dimension::*; pub use info::*; pub use page_locked::*; pub use registered::*; pub use scalar::*; use crate::*; use cuda::*; use futures::future::BoxFuture; use num_traits::Zero; use std::{ffi::c_void, mem::MaybeUninit}; /// Memory type /// /// Because of [unified addressing], we can get the memory type after casted into slice: /// /// - [DeviceMemory] /// /// ``` /// # use accel::{*, memory::*}; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mem = DeviceMemory::<i32>::zeros(&ctx, 12); /// let sl = mem.as_slice(); /// assert_eq!(sl.memory_type(), MemoryType::Device); /// ``` /// /// - [PageLockedMemory] /// /// ``` /// # use accel::{*, memory::*}; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mem = PageLockedMemory::<i32>::zeros(&ctx, 12); /// let sl = mem.as_slice(); /// assert_eq!(sl.memory_type(), MemoryType::PageLocked); /// ``` /// /// - [RegisteredMemory] /// - Be sure that [RegisteredMemory] and [PageLockedMemory] are indistinguishable /// /// ``` /// # use accel::{*, memory::*}; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut a = vec![0_i32; 12]; /// let mem = RegisteredMemory::<i32>::new(&ctx, &mut a); /// let sl = mem.as_slice(); /// assert_eq!(sl.memory_type(), MemoryType::PageLocked); /// ``` /// /// - [Array] cannot be casted into a slice /// /// [unified addressing]: https://docs.nvidia.com/cuda/cuda-driver-api/group__CUDA__UNIFIED.html#group__CUDA__UNIFIED /// [Array]: ./struct.Array.html /// [DeviceMemory]: ./struct.DeviceMemory.html /// [RegisteredMemory]: ./struct.RegisteredMemory.html /// [PageLockedMemory]: ./struct.PageLockedMemory.html /// #[derive(Debug, Clone, Copy, PartialEq, PartialOrd)] pub enum MemoryType { /// Host memory **not** managed by CUDA memory system Host, /// Host memory managed by CUDA memory system, i.e. /// [RegisteredMemory](./struct.RegisteredMemory.html), and /// [PageLockedMemory](./struct.PageLockedMemory.html) PageLocked, /// Device memory Device, /// Array memory Array, } /// Has unique head address and allocated size. pub trait Memory { /// Scalar type of each element type Elem: Scalar; /// Get head address of the memory as a const pointer fn head_addr(&self) -> *const Self::Elem; /// Get head address of the memory as a mutable pointer fn head_addr_mut(&mut self) -> *mut Self::Elem; /// Number of elements fn num_elem(&self) -> usize; /// Get memory type, See [MemoryType](./enum.MemoryType.html) for detail. fn memory_type(&self) -> MemoryType; /// Set all elements by `value` /// /// Examples /// --------- /// /// - Set `i32` /// /// ``` /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut mem = DeviceMemory::<i32>::zeros(&ctx, 12); /// mem.set(1234); /// for &val in mem.as_slice() { /// assert_eq!(val, 1234); /// } /// ``` /// /// - Set `f32` /// - Be sure that `f64` is not supported yet because CUDA does not support 64-bit memset. /// /// ``` /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut mem = DeviceMemory::<f32>::zeros(&ctx, 12); /// mem.set(1.0); /// for &val in mem.as_slice() { /// assert_eq!(val, 1.0); /// } /// ``` /// /// - Set for host memory equals to `mem.iter_mut().for_each(|v| *v = value)` /// /// ``` /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut mem = PageLockedMemory::<i32>::zeros(&ctx, 12); /// mem.set(1234); /// for &val in mem.as_slice() { /// assert_eq!(val, 1234); /// } /// ``` fn set(&mut self, value: Self::Elem); } /// Copy data from one to another pub trait Memcpy<Target: Memory<Elem = Self::Elem> + ?Sized>: Memory { /// Examples /// --------- /// /// - memcpy from page-locked host memory to device memory /// /// ``` /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut dest = DeviceMemory::<i32>::zeros(&ctx, 12); /// let src = PageLockedMemory::<i32>::zeros(&ctx, 12); /// dest.copy_from(&src); /// ``` /// /// - memcpy from device memory to page-locked host memory /// /// ``` /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut dest = PageLockedMemory::<i32>::zeros(&ctx, 12); /// let src = DeviceMemory::<i32>::zeros(&ctx, 12); /// dest.copy_from(&src); /// ``` /// /// - memcpy from device to device /// /// ``` /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut dest = DeviceMemory::<i32>::zeros(&ctx, 12); /// let src = DeviceMemory::<i32>::zeros(&ctx, 12); /// dest.copy_from(&src); /// ``` /// /// - memcpy from Rust slice to device memory /// /// ``` /// # use accel::*; /// # use std::ops::DerefMut; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut dest = DeviceMemory::<i32>::zeros(&ctx, 12); /// let src = vec![0_i32; 12]; /// dest.copy_from(src.as_slice()); // requires explicit cast to slice /// ``` /// /// - memcpy from device memory to Rust slice /// /// ``` /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut dest = vec![0_i32; 12]; /// let src = DeviceMemory::<i32>::zeros(&ctx, 12); /// dest.copy_from(&src); /// ``` /// /// - Cannot copy between different types /// /// ```compile_fail /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut dest = DeviceMemory::<i64>::zeros(&ctx, 12); /// let src = PageLockedMemory::<i32>::zeros(&ctx, 12); /// dest.copy_from(&src); // compile fail /// ``` /// /// - Panics if sizes are different /// /// ```should_panic /// # use accel::*; /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// let mut dest = DeviceMemory::<i32>::zeros(&ctx, 24); /// let src = PageLockedMemory::<i32>::zeros(&ctx, 12); /// dest.copy_from(&src); // will panic /// ``` /// /// Panics /// ------- /// /// - if `self` and `src` are identical /// - if sizes of memory mismatch /// fn copy_from(&mut self, source: &Target); /// Copy data in async manner /// /// ``` /// use accel::*; /// /// #[tokio::main] /// async fn main() { /// let device = Device::nth(0).unwrap(); /// let ctx = device.create_context(); /// let mut dest = DeviceMemory::<f32>::zeros(&ctx, 12); /// let src = PageLockedMemory::<f32>::zeros(&ctx, 12); /// dest.copy_from_async(&src).await; /// } /// ``` /// /// - Arrays are captured until await: /// /// ``` /// # use accel::*; /// # #[tokio::main] /// # async fn main() { /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// # let mut dest = DeviceMemory::<f32>::zeros(&ctx, 12); /// # let src = PageLockedMemory::<f32>::zeros(&ctx, 12); /// let future = dest.copy_from_async(&src); /// println!("src[0] = {}", src[0]); // Source is always accessible as usual &-reference /// future.await; /// # } /// ``` /// /// ```compile_fail /// # use accel::*; /// # #[tokio::main] /// # async fn main() { /// # let device = Device::nth(0).unwrap(); /// # let ctx = device.create_context(); /// # let mut dest = DeviceMemory::<f32>::zeros(&ctx, 12); /// # let src = PageLockedMemory::<f32>::zeros(&ctx, 12); /// let future = dest.copy_from_async(&src); /// println!("dest[0] = {}", dest[0]); // Destination is not accessible until .await /// future.await; /// # } /// ``` fn copy_from_async<'a>(&'a mut self, src: &'a Target) -> BoxFuture<'a, ()>; } /// Allocatable memories with CUDA context pub trait Allocatable: Contexted + Memory + Sized { /// Shape for initialization type Shape: Zero; /// Allocate a memory without initialization /// /// Safety /// ------ /// - Cause undefined behavior when read before write /// /// Panic /// ------ /// - if shape is zero unsafe fn uninitialized(ctx: &Context, shape: Self::Shape) -> Self; /// uniformly initialized /// /// Panic /// ------ /// - if shape is zero fn from_elem(ctx: &Context, shape: Self::Shape, elem: Self::Elem) -> Self { let mut mem = unsafe { Self::uninitialized(ctx, shape) }; mem.set(elem); mem } /// uniformly initialized by zero /// /// Panic /// ------ /// - if shape is zero fn zeros(ctx: &Context, shape: Self::Shape) -> Self { Self::from_elem(ctx, shape, <Self::Elem as Zero>::zero()) } } /// Memory which has continuous 1D index, i.e. can be treated as a Rust slice pub trait Continuous: Memory { fn as_slice(&self) -> &[Self::Elem]; fn as_mut_slice(&mut self) -> &mut [Self::Elem]; }