// This example demonstrates how to define the compute shader local size layout at runtime through // specialization constants while considering the physical device properties. // // Workgroup parallelism capabilities vary between GPUs and setting them properly is important to // achieve the maximal performance that particular device can provide. use std::{fs::File, io::BufWriter, path::Path, sync::Arc}; use vulkano::{ buffer::{Buffer, BufferCreateInfo, BufferUsage}, command_buffer::{ allocator::StandardCommandBufferAllocator, AutoCommandBufferBuilder, CommandBufferUsage, CopyImageToBufferInfo, }, descriptor_set::{ allocator::StandardDescriptorSetAllocator, DescriptorSet, WriteDescriptorSet, }, device::{ physical::PhysicalDeviceType, Device, DeviceCreateInfo, DeviceExtensions, QueueCreateInfo, QueueFlags, }, format::Format, image::{view::ImageView, Image, ImageCreateInfo, ImageType, ImageUsage}, instance::{Instance, InstanceCreateFlags, InstanceCreateInfo, InstanceExtensions}, memory::allocator::{AllocationCreateInfo, MemoryTypeFilter, StandardMemoryAllocator}, pipeline::{ compute::ComputePipelineCreateInfo, layout::PipelineDescriptorSetLayoutCreateInfo, ComputePipeline, Pipeline, PipelineBindPoint, PipelineLayout, PipelineShaderStageCreateInfo, }, sync::{self, GpuFuture}, VulkanLibrary, }; fn main() { let library = VulkanLibrary::new().unwrap(); let instance = Instance::new( library, InstanceCreateInfo { flags: InstanceCreateFlags::ENUMERATE_PORTABILITY, enabled_extensions: InstanceExtensions { // This extension is required to obtain physical device metadata about the device // workgroup size limits. khr_get_physical_device_properties2: true, ..InstanceExtensions::empty() }, ..Default::default() }, ) .unwrap(); let device_extensions = DeviceExtensions { ..DeviceExtensions::empty() }; let (physical_device, queue_family_index) = instance .enumerate_physical_devices() .unwrap() .filter(|p| p.supported_extensions().contains(&device_extensions)) .filter_map(|p| { p.queue_family_properties() .iter() .position(|q| q.queue_flags.intersects(QueueFlags::COMPUTE)) .map(|i| (p, i as u32)) }) .min_by_key(|(p, _)| match p.properties().device_type { PhysicalDeviceType::DiscreteGpu => 0, PhysicalDeviceType::IntegratedGpu => 1, PhysicalDeviceType::VirtualGpu => 2, PhysicalDeviceType::Cpu => 3, PhysicalDeviceType::Other => 4, _ => 5, }) .unwrap(); println!( "Using device: {} (type: {:?})", physical_device.properties().device_name, physical_device.properties().device_type, ); let (device, mut queues) = Device::new( physical_device, DeviceCreateInfo { enabled_extensions: device_extensions, queue_create_infos: vec![QueueCreateInfo { queue_family_index, ..Default::default() }], ..Default::default() }, ) .unwrap(); let queue = queues.next().unwrap(); mod cs { vulkano_shaders::shader! { ty: "compute", src: r" #version 450 // We set `local_size_x` and `local_size_y` to be variables configurable values // through specialization constants. Values `1` and `2` both define a constant ID // as well as a default value of 1 and 2 of the constants respectively. The // `local_size_z = 1` here is an ordinary constant of the local size on the Z axis. // // Unfortunately current GLSL language capabilities doesn't let us define exact // names of the constants so we will have to use anonymous constants instead. See // below for how to provide their values at runtime. // // NOTE: The constant ID in `local_size` layout must be positive values. Zeros lead // to runtime failure on NVIDIA devices due to a known bug in the driver. layout(local_size_x_id = 1, local_size_y_id = 2, local_size_z = 1) in; // We can still define more constants in the Shader layout(constant_id = 0) const float red = 0.0; layout(constant_id = 3) const float green = 0.0; layout(constant_id = 4) const float blue = 0.0; layout(set = 0, binding = 0, rgba8) uniform writeonly image2D img; void main() { // Colorful Mandelbrot fractal. vec2 norm_coordinates = (gl_GlobalInvocationID.xy + vec2(0.5)) / vec2(imageSize(img)); vec2 c = (norm_coordinates - vec2(0.5)) * 2.0 - vec2(1.0, 0.0); vec2 z = vec2(0.0, 0.0); float i; for (i = 0.0; i < 1.0; i += 0.005) { z = vec2( z.x * z.x - z.y * z.y + c.x, z.y * z.x + z.x * z.y + c.y ); if (length(z) > 4.0) { break; } } vec4 to_write = vec4(vec3(red, green, blue) * i, 1.0); imageStore(img, ivec2(gl_GlobalInvocationID.xy), to_write); } ", } } // Fetching subgroup size from the physical device properties to determine an appropriate // compute shader local size. // // Most of the drivers provide this property, but some of the drivers don't. In that case we // can find an appropriate value using this tool: https://vulkan.gpuinfo.org, or just use a // fallback constant for simplicity, but failure to set a proper local size can lead to a // significant performance penalty. let (local_size_x, local_size_y) = match device.physical_device().properties().subgroup_size { Some(subgroup_size) => { println!("Subgroup size is {subgroup_size}"); // Most of the subgroup values are divisors of 8. (8, subgroup_size / 8) } None => { println!("This Vulkan driver doesn't provide physical device Subgroup information"); // Using a fallback constant. (8, 8) } }; println!("Local size will be set to: ({local_size_x}, {local_size_y}, 1)"); let pipeline = { let cs = cs::load(device.clone()) .unwrap() .specialize( [ (0, 0.2f32.into()), (1, local_size_x.into()), (2, local_size_y.into()), (3, 0.5f32.into()), (4, 1.0f32.into()), ] .into_iter() .collect(), ) .unwrap() .entry_point("main") .unwrap(); let stage = PipelineShaderStageCreateInfo::new(cs); let layout = PipelineLayout::new( device.clone(), PipelineDescriptorSetLayoutCreateInfo::from_stages([&stage]) .into_pipeline_layout_create_info(device.clone()) .unwrap(), ) .unwrap(); ComputePipeline::new( device.clone(), None, ComputePipelineCreateInfo::stage_layout(stage, layout), ) .unwrap() }; let memory_allocator = Arc::new(StandardMemoryAllocator::new_default(device.clone())); let descriptor_set_allocator = Arc::new(StandardDescriptorSetAllocator::new( device.clone(), Default::default(), )); let command_buffer_allocator = Arc::new(StandardCommandBufferAllocator::new( device.clone(), Default::default(), )); let image = Image::new( memory_allocator.clone(), ImageCreateInfo { image_type: ImageType::Dim2d, format: Format::R8G8B8A8_UNORM, extent: [1024, 1024, 1], usage: ImageUsage::TRANSFER_SRC | ImageUsage::STORAGE, ..Default::default() }, AllocationCreateInfo::default(), ) .unwrap(); let view = ImageView::new_default(image.clone()).unwrap(); let layout = &pipeline.layout().set_layouts()[0]; let set = DescriptorSet::new( descriptor_set_allocator, layout.clone(), [WriteDescriptorSet::image_view(0, view)], [], ) .unwrap(); let buf = Buffer::from_iter( memory_allocator, BufferCreateInfo { usage: BufferUsage::TRANSFER_DST, ..Default::default() }, AllocationCreateInfo { memory_type_filter: MemoryTypeFilter::PREFER_HOST | MemoryTypeFilter::HOST_RANDOM_ACCESS, ..Default::default() }, (0..1024 * 1024 * 4).map(|_| 0u8), ) .unwrap(); let mut builder = AutoCommandBufferBuilder::primary( command_buffer_allocator, queue.queue_family_index(), CommandBufferUsage::OneTimeSubmit, ) .unwrap(); builder .bind_pipeline_compute(pipeline.clone()) .unwrap() .bind_descriptor_sets( PipelineBindPoint::Compute, pipeline.layout().clone(), 0, set, ) .unwrap(); // Note that dispatch dimensions must be proportional to the local size. unsafe { builder.dispatch([1024 / local_size_x, 1024 / local_size_y, 1]) }.unwrap(); builder .copy_image_to_buffer(CopyImageToBufferInfo::image_buffer(image, buf.clone())) .unwrap(); let command_buffer = builder.build().unwrap(); let future = sync::now(device) .then_execute(queue, command_buffer) .unwrap() .then_signal_fence_and_flush() .unwrap(); future.wait(None).unwrap(); println!("Success"); let buffer_content = buf.read().unwrap(); let path = Path::new(env!("CARGO_MANIFEST_DIR")).join("mandelbrot.png"); let file = File::create(&path).unwrap(); let w = &mut BufWriter::new(file); let mut encoder = png::Encoder::new(w, 1024, 1024); encoder.set_color(png::ColorType::Rgba); encoder.set_depth(png::BitDepth::Eight); let mut writer = encoder.write_header().unwrap(); writer.write_image_data(&buffer_content).unwrap(); if let Ok(path) = path.canonicalize() { println!("Saved to {}", path.display()); } }