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GPU GPGPU GPGPGPU!

第四阶段总结报告

about-me: heke1228@gitee, heke1228@atom, Lfan-ke@github, heke1228@codeberg

本阶段从理解与熟悉Rust异步编程开始,探究内核态的GPU/GPGPU资源管理与异步操作系统的结合方案。

Rust异步编程

异步协程/纤程/微线程/绿色线程/虚拟线程/Future/Fiber/Promise/Coroutine/Goroutine/GreenTask/GreenThread/Microthread……名字各异(下文统一称:协程),但是表述的都是轻量级的用户态线程,挂起和恢复不涉及系统调用,开销小且灵活。使用方式在不同语言环境中大同小异,但是在实现上多多少少有不同。

Python的协程使用:

2006年通过PEP 342引入,利用生成器yield实现协程,Py3.4正式引入asyncio库,Py3.5正式协程标准化。到目前[2025.06.20 Py3.13]为止,Py协程仍然在不断发展,比如Py3.7引入的asyncio.run/create_task、Py3.11引入的async with asyncio.TaskGroup() as tg方法等等。

Py的协程源于yield生成器,目前也是可以将async def视为返回类生成器的coroutine对象。await相当于yield from。同一个线程同一时间只会运行一个协程任务队列,可以使用new_event_loop创建队列手动塞入不同的任务再使用set_event_loop管理当前活跃的任务队列,倘若开启多个协程任务队列则会直接报错。事件循环由asyncio库管理,用户直接使用高层API即可:

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import asyncio

async def hello():
print("Hello")
await asyncio.sleep(1)
print("World")

asyncio.run(hello())

C++的协程使用:

C++和Java的协程支持较晚,C++20才正式引入协程支持。通过co_awaitco_yieldco_return关键字实现,Java可以使用SE19的虚拟线程,也可以使用子语言比如Kotlin的协程支持。C++的协程和Rust相似,依赖编译器生成状态机代码,属于无栈协程。

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#include <cppcoro/task.hpp>
#include <cppcoro/sync_wait.hpp>
#include <iostream>

cppcoro::task<> hello() {
std::cout << "Hello";
co_await cppcoro::sleep_for(std::chrono::seconds(1));
std::cout << "World";
}

int main() {
cppcoro::sync_wait(hello());
}

JavaScript的协程使用:

之前的Js异步大多使用定时器/下帧调用实现,早期Promise形式的Promises/A规范率先在CommonJS社区流行,后续ECMA在ES6增加了Promises/A+规范的完善支持。在ES8之后正式引入了async/await语法。Js的协程是单线程事件驱动模型,通过微任务队列调度。

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// 早期 Promise 链
function fetchData() {
return fetch('api/data')
.then(response => response.json())
.then(data => process(data))
.catch(error => console.error(error));
}

// async/await 语法糖
async function fetchData() {
try {
const response = await fetch('api/data');
const data = await response.json();
return process(data);
} catch (error) {
console.error(error);
}
}

Rust的协程使用:

Rust的协程基于Future Trait。Rust的Future得手动轮询poll函数实现才会执行。所以需要用户开发的运行时才会驱动执行。与C++类似,为无栈协程,会被编译为状态机模型,涉及唤醒模型的时候需要Wake Trait注册唤醒器,在任务均阻塞的时候避免CPU空转,而是被挂起等待被唤醒。常用的驱动库有:tokioasync-std等等。tokio 正在成为事实上的 Rust 异步运行时标准。

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use tokio::time::{sleep, Duration};

async fn hello() {
println!("Hello");
sleep(Duration::from_secs(1)).await;
println!("World");
}

#[tokio::main]
async fn main() {
hello().await;
}

Rust异步运行时简易实现

由于Rust提供了Future接口,其余的调度策略等等等均由用户自定义,这样子可操作性就非常高。上述不同语言的协程实现思路均可以作为灵感来源。抛去官方的无栈协程概念不谈,也可以自己利用进程跳板的类似机制封装一个有栈协程调度器。这里实现一个简易的无栈协程调度器(暂时[2025.06]不涉及唤醒机制,优先级也是结构体多封装一个数字,使用优先队列存任务,所以只讲解最简单原型)。

目前方案及其简陋,是一个单线程的异步运行时模型,但是在合适的地方会提示多线程调度器或者其他优化的实现方案。

首先讲解Future Trait:

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pub trait Future {

type Output;

fn pool(self: Pin<&mut Self>, _cx: &mut Context<'_>) -> Poll<Self::Output>;
}

所有实现Future特质的对象必须有poll惰性轮询方法。就像你管理5个小朋友,你需要将他们的作业收起来交给老师。那么你为了尽快收齐作业,你会如何去做?当然是一遍一遍一个挨着一个问:”小朋友,你的周末作业写完了吗?“。Rust的异步类似,轮询的时候只有两个状态:写完了-Poll::Ready(Output)没写完再等等-Poll::Pending

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// 实际上在此基础上你可以封装更为复杂的轮询类型,比如:接收数据直到没有数据为止:
type Output = Option<Homework>;

match state {
Poll::Ready(Some(homework)) => 收取,
Poll::Ready(None) => 完成!,
Poll::Pending => 挂起,
}

你为了方便管理这5个小朋友,你在QQ拉了一个小群,同时有一些小朋友家里有节假日活动,得过几天才能继续完成作业,你为了避免打扰他们,给他们建了另外一个小群:

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let ready_queue = vec![student; 2];
let sleep_queue = vec![student; 3];

你说:”完成作业的小朋友就可以退群!当然,有活动的小朋友在活动完成之后可以加入收集作业群一起讨论作业!“

这样子一来,便成为了:你常日里可以轮询作业群的小朋友:”写完了吗?“,写完就收集作业踢出群聊。在轮询结束就在每日晚问请假群的小朋友:”接下来可以加入作业群了吗?“

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// 上述的情况适用于单线程的轮询,为了节省CPU资源,检查sleep_queue的时候可以gap几百毫秒
// 当老师需要你检查新的小朋友的作业的时候,你就可以将其加入作业群,然后轮询:
pub fn spawn(&mut self, future: impl Future<Output = ()> + 'static) {
self.ready_queue.push_back(Box::pin(student));
}

但是很快,你发现你一直在push小朋友,你自己烦,小朋友也烦,所以有没有办法让他们准备好的时候告诉你,你再去将他们移动群聊?比如,告诉小朋友的家长:”你家孩子还没写作业,办完活动告我一声,给孩子拉到作业群“。或者直接给对方父母入群二维码,当他们一家游玩结束后自己加群,这样子就不会自己一直轮询一直问了。

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// 那么你现在就相当于spawn了一个额外的线程,设置了一个waker
// 当满足条件的时候将会触发waker的wake方法,也就是“把孩子拉入作业群”

let waker = parent_waker();
let mut cx = Context::from_waker(&waker);

while let Some(student) = ready_queue.clone().iter().pop() {
if let Poll::Ready(请假) = student.poll(&_cx) {
// 伪代码,协助理解
ready_queue.remove(student);
sleep_queue.push(student);
}
}

// 在 poll 的时候:
impl Future for Student {

type Output = ();

fn poll(self: Pin<&mut Self>, _cx: &mut Context<'_>) -> Poll<Self::Output> {

if 活动完成 {
Poll::Ready(())
} else {
// 已经告知对方父母完事了提醒我
if self.waker_saved { return Poll::Pending; }
// 还未告知就得告知一下
let parent = _cx.waker().clone();
thread::spawn(move || {
// 他们自己花 some_duration 游玩
thread::sleep(some_duration);
// 游玩结束就触发他们父母提醒我拉群
parent.wake();
})
}
}
}

其中学校要统计学生节假日的行程,以确保孩子们安全,这个时候你就可以新建一个收集表,每天让孩子一家填写相关的事宜,当你发现有危险地区时就能及时阻止,或者孩子一家块回来了,就能让父母按照对应的方式提醒你:

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static VTABLE: RawWakerVTable = RawWakerVTable::new(
|data| { /* 克隆 data */ }, // clone
|data| { /* 用 data 唤醒 */ }, // wake
|data| { /* 引用唤醒 */ }, // wake_by_ref
|data| { /* 释放 data */ }, // drop
);

比如上面的你需要父母按照某个方式提醒你,或者他们自己到时候自己加群:

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// 在 RawWakerVTable::new 的第二个函数参数位置写入:
|群的二维码| { 扫码加群 }

那么接下来,请假群节假日和父母出去玩的孩子加入作业群的策略就变成了:

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// 刚开始老师让你管理五个学生:
let mut ready_queue = [student; 5];
let mut sleep_queue = [student; 0];

// 你在作业群发现有些孩子出去玩,你将他们加入请假群:
while let Some(student) = ready_queue.clone().iter().pop() {
if 请假出去玩 {
// 伪代码,协助理解
ready_queue.remove(student);
sleep_queue.push(student);
}
}

// 之后 poll 时告知其父母,回来后自己扫码加群
// 之后,你就会发现,当请假出去玩的回家时,就会自己加群了

接下来你只需要Poll作业群里的孩子们,让他们交作业即可了!当请加群和作业群都没人之后就是作业收齐了,就可以完成任务走人了!

后续如果想自己封装一个有特殊功能的Rust异步协程运行时可以参考:简易实现。其中如果需要异步的IO,可以基于tokio的子项目:mio进行组装,当然也可以自己基于硬件特性、操作系统特性封装唤醒机制,比如epollkqueueiocp等等。

其中封装前对具体是路不是非常明确可以先行参考:利用std:net封装一个异步http客户端。此博客的思路,受益匪浅。

Rust异步爬虫的简单使用

就像py的aiohttp,rust也有自己的异步网络请求库:

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use reqwest;  // reqwest = "0.12.15"

let response = reqwest::get(format!("https://www.baidu.com/s?wd={}", q)).await?;

之后利用tokio运行时运行异步任务即可。

Rust嵌入式异步框架介绍

Embassy是一款异步嵌入式开发框架。比RTOS更加轻量级,采用Rust的异步协程模型进行开发。其中包含一个异步执行器、一些硬件抽象层供不同板子的开发和一些异步硬件组件库:

其中,直接使用PAC层编程比较繁杂,使用HAL层抽象编程便比较轻便简单:

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#![no_std]
#![no_main]

use cortex_m_rt::entry;
use embassy_stm32::gpio::{Input, Level, Output, Pull, Speed};
use {defmt_rtt as _, panic_probe as _};

#[entry]
fn main() -> ! {
let p = embassy_stm32::init(Default::default());
let mut led = Output::new(p.PB14, Level::High, Speed::VeryHigh);
let button = Input::new(p.PC13, Pull::Up);

loop {
if button.is_low() {
led.set_high();
} else {
led.set_low();
}
}
}

其中Embassy的大卖点是异步框架:

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#![no_std]
#![no_main]
#![feature(type_alias_impl_trait)]

use embassy_executor::Spawner;
use embassy_stm32::exti::ExtiInput;
use embassy_stm32::gpio::{Input, Level, Output, Pull, Speed};
use {defmt_rtt as _, panic_probe as _};

#[embassy_executor::main]
async fn main(_spawner: Spawner) {
let p = embassy_stm32::init(Default::default());
let mut led = Output::new(p.PB14, Level::Low, Speed::VeryHigh);
let mut button = ExtiInput::new(Input::new(p.PC13, Pull::Up), p.EXTI13);

loop {
button.wait_for_any_edge().await;
if button.is_low() {
led.set_high();
} else {
led.set_low();
}
}
}

补充内容:

WebGPU

src:W3规范WGSLWGPUMDN

WebGPU,WWW在2021年发布WebGPU的新API,以解决上述跨平台问题,真正的跨平台框架。WebGPU是WebGL的继任者,语法类似 Rust,支持更复杂的着色器功能。比VLK更容易使用,使用WGSL作为着色器语言。可以跨平台多端使用,不仅局限于Web场景。提供更高效、灵活、安全的图形编程接口。

其中Rust依据WebGPU规范有封装框架WGPU,可以利用便捷的接口来使用GPU的计算和渲染能力。

WebGPU规范概览

WebGPU是一个提供GPU能力调用的规范接口。其中GPU嘛,目前火热的就是进行渲染-Render(比如:某3A大作震撼的特效渲染)和通用计算-GPGPU(比如:人工智能模型要在某卡上训练/推理)。所以GPU的能力大致就归类为:

  • Render Pass
  • Compute Pass

其中无论是渲染还是计算,都需要外界代码指导GPU如何进行计算,这些外界代码被称为:着色器代码。但是一定是用户可读的代码吗?不一定,比如:SPIR-V着色器代码中间表示。但是大部分还是用户易读的代码:Cuda/OCL C扩展代码,WSGL代码等等。在送向GPU的时候会被编译为GPU可执行的机器码,供GPU取址译码执行(详见第三小节-GPU架构)。

代码示例:

  • wsgl
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struct Uniforms {
mvpMatrix : mat4x4<f32>,
};

@binding(0) @group(0) var<uniform> uniforms : Uniforms;

struct Output {
@builtin(position) Position : vec4<f32>,
@location(0) vColor : vec4<f32>,
};

@vertex
fn vs_main(@location(0) pos: vec4<f32>, @location(1) color: vec4<f32>) -> Output {
var output: Output;
output.Position = uniforms.mvpMatrix * pos;
output.vColor = color;
return output;
}


@fragment
fn fs_main(@location(0) vColor: vec4<f32>) -> @location(0) vec4<f32> {
return vColor;
}
  • opencl c
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kernel void wildpointer(global uint * buffer) {

size_t gidx = get_global_id(0);
size_t gidy = get_global_id(1);
size_t lidx = get_local_id(0);

buffer[gidx + 4 * gidy] = (1 << gidx) | (0x10 << gidy);
}

可以看到,都需要buffer(例子1的uniforms、pos等等,例子2的buffer),而buffer一般是由CPU将数据传输到GPU的,最后的结果也可以利用数据传输指令传回。这里提到了一个非常主要的资源:buffer-缓冲区

除了代码和缓存区外,渲染管线还可能需要以下的资源:

  • 纹理 - texture - 比如你CF枪上的皮肤/建模次世代阴影等等
  • 采样器 - sample - 决定纹理如何映射到面
  • 图形管道/计算管道 - pipeline - 渲染和计算
  • 组和布局 - bindgroup & layout - 决定数据在GPU是什么样子的,什么数据什么时候可读写

当你定义好对应的资源,以及缓冲区和代码后,就可以提交命令到管道,然后等待GPU执行渲染/计算了。

WGPU相关的介绍

src:官文官仓DW

WGPU是基于WebGPU规范封装的跨平台异步GPU能力调用的库。由于Rust可以非常方便的与C-BindGen/Web-WasmPack互通,WGPU可以被非常方便地跨各平台使用,安卓、手表、浏览器、小程序、桌面端、其他嵌入式设备等等等。

WGPU的项目库关系为:

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用户代码(JS/TS)   用户代码(Rust)
│ │
▼ ▼
deno_webgpu wgpu
│ │
└───────► wgpu-core

wgpu-hal

┌───────────┬─────┴───────┐
▼ ▼ |
naga (着色器) ─ wgpu-types ─── ▼
底层图形API

vlk, gles, mtl, dx12...

倘若WGPU直接编译在Web平台,则不会依赖wgpu-core,而是直接利用wasm调用WebGPU/WebGL接口。

其中用户层的vk, gles, mtl, dx12直接利用了现有的crateash, glow, metal, windows(winapi::um::d3d12),而这些库大多是靠bindgen-c/o-c来绑定API的。之后被wgpu-hal统一抽象为WebGPU编程模型接口,不同的着色器语言被naga编译为中间表示后按照目前所选后端转化为对应的表示。

这里以vulkan为例,wgpu-hal使用vk::Fence+Semaphores来封装Futurefn poll来提供上层的async能力。而wgpu-core提供不安全的资源管理与交互。wgpu顶层则将wgpu-core安全化。

Rust的ash通过c-abi调用c-vk,而vk又是如何调用内核态的驱动以及如何驱动GPU设备进行计算的呢?

Vulkan Driver会自带一个加载器,通过读取特定目录的json来加载对应硬件厂家提供的ICD驱动。之后通过调用符合Vulkan规范的ICD驱动提供的函数接口来驱动GPU进行渲染/计算。OpenCL也类似。

GPU架构

src:VirtioGPUv1.2规范VortexMIAOWPOCL

GPU,一个熟悉又陌生的芯片。阶段四为了完成目标分析文档,实现统一内核态异步GPU计算能力资源管理驱动,理解GPU的架构是非常必要的。它和CPU类似,都有取指译码执行访存错处,也有流水线冒险分支预测等等优化手段,但是与CPU相比,究竟是什么样子的结构呢?

笔记来源:北京智源智研院
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)
截图来源:北京智源智研院
大致的架构类似于上面图片,SM之上是块调度器,SM之下是各项小核。小核类似于CPU的运算结构:ALU,FPU等等等。SM之上是设备共享内存,设备共享内存每个计算单元都可以访问,主机的内存需要总线映射访问。SM之内是每一个运算模块的共享内存,运算模块也有自己专属的个人小空间内存。

GPGPU(包含:GPU、NPU等等)的架构主要是:

  • SIMD - 单指令多数据 - 类似于RV的V扩展,N个数据同时执行同一个指令
  • SIMT - 单指令多线程 - N个核心同时执行相同的指令

VirtioGPU简易介绍

暂时略,未来补,可以先参考rCore-ch9的简易虚拟GPU设备

Vortex GPGPU介绍

一款基于RV架构的GPGPU。实现了OpenCL ICD及其测例,可以作为非常好的软硬一体的学习资料。

Vt的GPU架构是SIMT,属于一个Core含有多个Wrap(线程束),每个Wrap含有多个Lane(线程,类似于Thread)。

每个Lane的结构和RV64GC的CPU一致,包含译码、ALU/FPU…计算、数据写回等等操作,但是有以下区别:

  • 部分CSR由Wrap共享,即:Lane并行计算之后,常见的错误会被统一MapReduce到Wrap CSR中
  • 部分CSR每个Lane独立存在,即:只有特殊的存Lane个人信息的CSR寄存器独立存在,其余寄存器就是上面第一种情况,由Wrap统一共享,即:一个Wrap有4个Lane,4个Lane共享Wrap的CSR。

取指由Wrap取,取得之后每个Lane共享指令。且每个Lane具有硬件计算地址偏移,取数据的时候会硬件计算当前Lane应当取得的数据的地址(即:结合LaneID进行偏移计算)。

剩下的之后补,可以先看源码解析文档

GPU驱动

远古时期的”GPU/UI”

远古时期,仅仅是一块简单的LED/LCD/OLED小屏幕,像素较少,使用颜色矩阵就可以精确的控制每一个像素的颜色,只需要板子接电使用应用层协议比如IIC传输指令即可。随着发展,每次都从计算某个像素的某点亮灭/颜色,过于麻烦,所以有了简易驱动,内部包含着绘制点线几何以及基本字体的代码和文件,此时UI编程便变成了发送指令:(x, y, w, h[, data])来控制显示。随着用户的画面需求逐渐升级,3D渲染的需求激增,英伟达推出了一个硬件支持3D渲染的显卡,后续微软、苹果等等公司也推出了相应的3D图形API,如上文提到的D3D,MTL(此时还是OGL)。

随着算力激增,绘制图形的任务被高度抽象为了渲染。此时推出的渲染引擎都接口高度化,用户不能精细控制每一个细节,比如OpenGL,而上述计算顶点与颜色的过程被抽象为:计算顶点,片段着色,光栅化,输出帧缓冲,显示。随着人工智能需求的算力激增,利用纹理存储数据、顶点变换模拟数学运算、使用帧缓冲作为输出结果:以逃课的方式使用GPU进行并行计算的大有人在,人工智能研究人员迫切需要一个“流计算”模型来并行计算大规模数据。2003年斯坦福提出BrookGPU,为GPGPU编程提供了抽象层,2006年英伟达闭源推出Cuda,此后利用GPU的并行计算能力的通用计算框架发展至今。

由于渲染绘制画面不是问题了,人们更多的开始关心如何显示的更加流畅美观,从此3D模型三角面越来越多,前端从画点画面逐渐变为了浏览器堆DIV组件、桌面端堆CMP等等。硬件变为了向人工智能通用计算助力的XPU,如:NPU等等,或者追求画质的光追RTC/RA等等。

通用计算与渲染引擎

通用计算是指利用原本为特定领域设计的处理器(如GPU、TPU、FPGA等)通过软件编程来执行通用计算任务,通常与CPU组成异构计算系统。通用计算任务就是传统上由CPU处理的、非专用领域的各类计算任务,比如数据的加减乘除。与通用计算相对的就是专用计算,比如GPU的图形渲染。而异构计算就是不同处理器协调处理某个计算任务,比如CPU指定GPU运算任务进行神经网络训练等等。

定义通用计算任务接口可以使得原本用于不同专用领域但是可以执行通用计算的硬件可以共用同一套软件接口执行类似的计算操作。比如之后要讲解的POCL,如果使用经典的Basic就是每个Lane的计算任务按照Cuda经典的(x, y, z)依次for i in x: for i in y: for i in z: ...来依次进行计算,使用CPU的Pthread实现是会启动多线程来支持并行计算,Cuda会使用Cuda直接硬件支持的并行计算。

上面的通用计算任务接口可以当作一套代码到处运行。就像告诉ABC:你把鸡蛋剥皮,A用手剥皮、B用酸溶解、C使用机械辅助一样,中间结果不可知,但是输入输出一致的软件规范。

渲染引擎是利用硬件加速,将图形数据转换为最终像素画面的系统。比如你使用软件进行阴影投射水面折射光线追踪与直接使用光线追踪硬件核心对比,肯定后者更快。拿三角形举例,你提供3个三角形的坐标以及颜色的集合:

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struct Point {
x: isize,
y: isize,
z: isize,
r, g, b, a, ...
}

let p1, p2, p3, p4, p5: Point ...

你在CPU上绘制点,使用CPU进行光栅化操作,你先得初始化一个屏幕大小的矩阵储存下一帧的图片(即:每个像素的颜色信息)。遍历三角形坐标计算遮挡,遍历三角形区域,计算每个像素的颜色,倘若三个点颜色不一致,还得利用重心公式计算颜色偏移进行渐变……

或者简单来说,使用OpenCV绘制三个三角形,也得一个一个绘制,但是GPU可以并行计算不同区域的颜色,进行并行着色。

用户态驱动OCL介绍

大致过程为:POCL做了以下事情:

  • 适配了CPU单线程和多线程进行OCL支持
  • 适配了Cuda
  • 支持结合LLVM扩展所支持的平台,比如Vortex就是这样子做的
  • OCL的代码经过LLVM变为IR,IR再翻译为Vortex GPGPU平台支持的指令格式

暂略,之后补,可以先看适配RISC-V的POCL源码