30 releases (19 breaking)
0.19.7 | Mar 27, 2024 |
---|---|
0.19.6 | Nov 9, 2023 |
0.19.5 | Oct 9, 2023 |
0.19.4 | Aug 23, 2022 |
0.2.0 | Nov 19, 2015 |
#15 in Science
6,371 downloads per month
Used in 46 crates
(35 directly)
1MB
22K
SLoC
ocl
Pure OpenCL™ bindings and interfaces for Rust.
Goals
To provide:
- A simple and intuitive interface to OpenCL devices
- The full functionality and power of the OpenCL API
- An absolute minimum of boilerplate
- Zero or virtually zero performance overhead
- Thread-safe and automatic management of API pointers and resources
Usage
Ensure that an OpenCL library is installed for your platform and that clinfo
or some other diagnostic command will run. Add the following to your project's
Cargo.toml
:
[dependencies]
ocl = "0.19"
And add the following to your crate root (lib.rs or main.rs):
extern crate ocl;
Example
From examples/trivial.rs
:
extern crate ocl;
use ocl::ProQue;
fn trivial() -> ocl::Result<()> {
let src = r#"
__kernel void add(__global float* buffer, float scalar) {
buffer[get_global_id(0)] += scalar;
}
"#;
let pro_que = ProQue::builder()
.src(src)
.dims(1 << 20)
.build()?;
let buffer = pro_que.create_buffer::<f32>()?;
let kernel = pro_que.kernel_builder("add")
.arg(&buffer)
.arg(10.0f32)
.build()?;
unsafe { kernel.enq()?; }
let mut vec = vec![0.0f32; buffer.len()];
buffer.read(&mut vec).enq()?;
println!("The value at index [{}] is now '{}'!", 200007, vec[200007]);
Ok(())
}
See the the remainder of examples/trivial.rs
for more information about
how this library leverages Rust's zero-cost abstractions to provide the full
power and performance of the C API in a simple package.
Introduction to OpenCL
For a quick but thorough primer on the basics of OpenCL, please see Matthew Scarpino's excellent article, 'A Gentle Introduction to OpenCL' at drdobbs.com (his book is great too).
Diving Deeper
Already familiar with the standard OpenCL core API? See the ocl-core
crate
for access to the complete feature set in the conventional API style with
Rust's safety and convenience.
Version Support
OpenCL versions 1.1 and above are supported. OpenCL version 1.0 is not supported due to its inherent thread unsafety.
Vulkan™ and the Future
The OpenCL API already posesses all of the new attributes of the Vulkan API such as low-overhead, high performance, and unfettered hardware access. For all practical purposes, Vulkan is simply a graphics-focused superset of OpenCL's features (sorta kinda). OpenCL 2.1+ and Vulkan kernels/shaders now both compile into SPIR-V making the device side of things the same. I wouldn't be suprised if most driver vendors implement the two host APIs identically.
In the future it's possible the two may completely merge (or that Vulkan will absorb OpenCL). Whatever happens, nothing will change as far as the front end of this library is concerned. This library will maintain its focus on the compute side of things.
License
Licensed under either of:
- Apache License, Version 2.0, (LICENSE-APACHE or http://www.apache.org/licenses/LICENSE-2.0)
- MIT license (LICENSE-MIT or http://opensource.org/licenses/MIT)
at your option.
Contribution
Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.
“OpenCL and the OpenCL logo are trademarks of Apple Inc. used by
permission by Khronos.”
“Vulkan and the Vulkan logo are trademarks of
the Khronos Group Inc.”
Dependencies
~1.2–1.8MB
~31K SLoC