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+ +[dependencies] +bpaf = "0.9.19" +bytemuck = "1.22.0" +image = "0.25.5" +pollster = "0.4.0" +rawloader = "0.37.1" +wgpu = "24.0.1" diff --git a/flake.lock b/flake.lock new file mode 100644 index 0000000..6102570 --- /dev/null +++ b/flake.lock @@ -0,0 +1,66 @@ +{ + "nodes": { + "fenix": { + "inputs": { + "nixpkgs": [ + "nixpkgs" + ], + "rust-analyzer-src": "rust-analyzer-src" + }, + "locked": { + "lastModified": 1742279664, + "narHash": "sha256-K/gD8271/eRjwks4EX1fLHCjb4UzdUqDCGdwNh4TwIw=", + "owner": "nix-community", + "repo": "fenix", + "rev": "193dcb4e6edb3ba927f4d88b8b1fe65b9e5368c3", + "type": "github" + }, + "original": { + "owner": "nix-community", + "repo": "fenix", + "type": "github" + } + }, + "nixpkgs": { + "locked": { + "lastModified": 1742268799, + "narHash": "sha256-IhnK4LhkBlf14/F8THvUy3xi/TxSQkp9hikfDZRD4Ic=", + "owner": "NixOS", + "repo": "nixpkgs", + "rev": "da044451c6a70518db5b730fe277b70f494188f1", + "type": "github" + }, + "original": { + "owner": "NixOS", + "ref": "nixos-24.11", + "repo": "nixpkgs", + "type": "github" + } + }, + "root": { + "inputs": { + "fenix": "fenix", + "nixpkgs": "nixpkgs" + } + }, + "rust-analyzer-src": { + "flake": false, + "locked": { + "lastModified": 1742249107, + "narHash": "sha256-3jVOcCZgXBvQ2HsjgHXmZow9/3d1K4oRwVyvhYfnvyg=", + "owner": "rust-lang", + "repo": "rust-analyzer", + "rev": "31e412c290f6ff6de4548e94e187477f072b179e", + "type": "github" + }, + "original": { + "owner": "rust-lang", + "ref": "nightly", + "repo": "rust-analyzer", + "type": "github" + } + } + }, + "root": "root", + "version": 7 +} diff --git a/flake.nix b/flake.nix new file mode 100644 index 0000000..f425c9b --- /dev/null +++ b/flake.nix @@ -0,0 +1,25 @@ +{ + inputs = { + nixpkgs.url = "github:NixOS/nixpkgs/nixos-24.11"; + fenix = { + url = "github:nix-community/fenix"; + inputs.nixpkgs.follows = "nixpkgs"; + }; + }; + + outputs = { self, nixpkgs, fenix }: + let + system = "aarch64-darwin"; + pkgs = nixpkgs.legacyPackages.${system}; + fpkgs = fenix.packages.${system}; + rust = with fpkgs; combine (with stable; [ + defaultToolchain + rust-analyzer + rust-src + ]); + in rec { + devShells.${system}.default = pkgs.mkShell { + packages = [ rust ]; + }; + }; +} diff --git a/src/demosaic/lmmse.rs b/src/demosaic/lmmse.rs new file mode 100644 index 0000000..1dc3094 --- /dev/null +++ b/src/demosaic/lmmse.rs @@ -0,0 +1,165 @@ +pub struct Lmmse { + interpolate_bind_layout: wgpu::BindGroupLayout, + interpolate_pipeline_layout: wgpu::PipelineLayout, + interpolate_shader: wgpu::ShaderModule, + interpolate_pipeline: wgpu::ComputePipeline, +} + +impl super::Demosaic for Lmmse { + fn new(gpu: &wgpu::Device, queue: &wgpu::Queue) -> Self { + let interpolate_bind_layout = gpu.create_bind_group_layout(&wgpu::BindGroupLayoutDescriptor { + label: None, + entries: &[ + wgpu::BindGroupLayoutEntry { + binding: 0, + visibility: wgpu::ShaderStages::COMPUTE, + ty: wgpu::BindingType::StorageTexture { + access: wgpu::StorageTextureAccess::ReadOnly, + format: wgpu::TextureFormat::R16Uint, + view_dimension: wgpu::TextureViewDimension::D2, + }, + count: None, + }, + wgpu::BindGroupLayoutEntry { + binding: 1, + visibility: wgpu::ShaderStages::COMPUTE, + ty: wgpu::BindingType::StorageTexture { + access: wgpu::StorageTextureAccess::WriteOnly, + format: wgpu::TextureFormat::Rgba32Float, + view_dimension: wgpu::TextureViewDimension::D2, + }, + count: None, + } + ], + }); + let interpolate_pipeline_layout = gpu.create_pipeline_layout(&wgpu::PipelineLayoutDescriptor { + label: None, + bind_group_layouts: &[&interpolate_bind_layout], + push_constant_ranges: &[], + }); + let interpolate_shader = gpu.create_shader_module(wgpu::ShaderModuleDescriptor { + label: None, + source: wgpu::ShaderSource::Wgsl(include_str!("lmmse_01_interpolate.wgsl").into()), + }); + let interpolate_pipeline = gpu.create_compute_pipeline(&wgpu::ComputePipelineDescriptor { + label: None, + layout: Some(&interpolate_pipeline_layout), + module: &interpolate_shader, + entry_point: None, + compilation_options: wgpu::PipelineCompilationOptions::default(), + cache: None, + }); + + Self { + interpolate_bind_layout, + interpolate_pipeline_layout, + interpolate_shader, + interpolate_pipeline, + } + } + + fn demoasic(&self, gpu: &wgpu::Device, queue: &wgpu::Queue, image: &rawloader::RawImage) -> wgpu::Texture { + let input_texture = gpu.create_texture(&wgpu::TextureDescriptor { + label: None, + size: wgpu::Extent3d { + width: image.width as u32, + height: image.height as u32, + depth_or_array_layers: 1, + }, + mip_level_count: 1, + sample_count: 1, + dimension: wgpu::TextureDimension::D2, + format: wgpu::TextureFormat::R16Uint, + usage: wgpu::TextureUsages::COPY_DST | wgpu::TextureUsages::STORAGE_BINDING, + view_formats: &[wgpu::TextureFormat::R16Uint], + }); + + let image_data = match &image.data { + rawloader::RawImageData::Integer(d) => d.as_slice(), + _ => panic!("Unsupported input format"), + }; + queue.write_texture( + wgpu::TexelCopyTextureInfo { + texture: &input_texture, + mip_level: 0, + origin: wgpu::Origin3d::ZERO, + aspect: wgpu::TextureAspect::All, + }, + bytemuck::cast_slice(image_data), + wgpu::TexelCopyBufferLayout { + offset: 0, + bytes_per_row: Some(2 * image.width as u32), + rows_per_image: Some(image.height as u32), + }, + wgpu::Extent3d { + width: image.width as u32, + height: image.height as u32, + depth_or_array_layers: 1, + } + ); + + let output_texture = gpu.create_texture(&wgpu::TextureDescriptor { + label: None, + size: wgpu::Extent3d { + width: image.width as u32, + height: image.height as u32, + depth_or_array_layers: 1, + }, + mip_level_count: 1, + sample_count: 1, + dimension: wgpu::TextureDimension::D2, + format: wgpu::TextureFormat::Rgba32Float, + usage: wgpu::TextureUsages::COPY_SRC | wgpu::TextureUsages::STORAGE_BINDING, + view_formats: &[wgpu::TextureFormat::Rgba32Float], + }); + + let bind_group = gpu.create_bind_group(&wgpu::BindGroupDescriptor { + label: None, + layout: &self.interpolate_bind_layout, + entries: &[ + wgpu::BindGroupEntry { + binding: 0, + resource: wgpu::BindingResource::TextureView(&input_texture.create_view(&wgpu::TextureViewDescriptor { + label: None, + format: Some(wgpu::TextureFormat::R16Uint), + dimension: Some(wgpu::TextureViewDimension::D2), + usage: Some(wgpu::TextureUsages::STORAGE_BINDING), + aspect: wgpu::TextureAspect::All, + base_mip_level: 0, + mip_level_count: None, + base_array_layer: 0, + array_layer_count: None, + })), + }, + wgpu::BindGroupEntry { + binding: 1, + resource: wgpu::BindingResource::TextureView(&output_texture.create_view(&wgpu::TextureViewDescriptor { + label: None, + format: Some(wgpu::TextureFormat::Rgba32Float), + dimension: Some(wgpu::TextureViewDimension::D2), + usage: Some(wgpu::TextureUsages::STORAGE_BINDING), + aspect: wgpu::TextureAspect::All, + base_mip_level: 0, + mip_level_count: None, + base_array_layer: 0, + array_layer_count: None, + })), + }, + ], + }); + + let mut encoder = gpu.create_command_encoder(&wgpu::CommandEncoderDescriptor { + label: None, + }); + { + let mut pass = encoder.begin_compute_pass(&wgpu::ComputePassDescriptor { label: None, timestamp_writes: None }); + pass.set_bind_group(0, &bind_group, &[]); + pass.set_pipeline(&self.interpolate_pipeline); + pass.dispatch_workgroups((image.width as u32).div_ceil(8), (image.height as u32).div_ceil(8), 1); + } + let command_buf = encoder.finish(); + queue.submit([command_buf]); + + output_texture + } +} diff --git a/src/demosaic/lmmse_01_interpolate.wgsl b/src/demosaic/lmmse_01_interpolate.wgsl new file mode 100644 index 0000000..57cd328 --- /dev/null +++ b/src/demosaic/lmmse_01_interpolate.wgsl @@ -0,0 +1,11 @@ +@group(0) @binding(0) +var input_tex: texture_storage_2d; + +@group(0) @binding(1) +var output_tex: texture_storage_2d; + +@compute @workgroup_size(8, 8) +fn main(@builtin(global_invocation_id) global_id: vec3) { + let texel = textureLoad(input_tex, global_id.xy); + textureStore(output_tex, global_id.xy, vec4(texel) / 1024f); +} diff --git a/src/demosaic/mod.rs b/src/demosaic/mod.rs new file mode 100644 index 0000000..4e74f4b --- /dev/null +++ b/src/demosaic/mod.rs @@ -0,0 +1,7 @@ +pub trait Demosaic { + fn new(gpu: &wgpu::Device, queue: &wgpu::Queue) -> Self where Self: Sized; + fn demoasic(&self, gpu: &wgpu::Device, queue: &wgpu::Queue, image: &rawloader::RawImage) -> wgpu::Texture; +} + +pub mod lmmse; +pub use lmmse::Lmmse; diff --git a/src/main.rs b/src/main.rs new file mode 100644 index 0000000..53f3a41 --- /dev/null +++ b/src/main.rs @@ -0,0 +1,95 @@ +use std::path::PathBuf; + +use bpaf::{construct, positional, OptionParser, Parser}; +use demosaic::Demosaic; +use image::buffer::ConvertBuffer; + +mod demosaic; +mod pipeline; + +#[derive(Clone, Debug)] +struct Args { + paths: Vec +} + +fn args() -> OptionParser { + let paths = positional("FILE").some("must process at least one image"); + + construct!(Args { paths }) + .to_options() + .descr("Intuitive raw photo processing engine") +} + +fn main() { + // Parse arguments + let args = args().fallback_to_usage().run(); + + // Initialize GPU + let instance = wgpu::Instance::new(&wgpu::InstanceDescriptor::default()); + let adapter = pollster::block_on(instance.request_adapter(&wgpu::RequestAdapterOptions::default())).unwrap(); + + let downlevel_caps = adapter.get_downlevel_capabilities(); + if !downlevel_caps.flags.contains(wgpu::DownlevelFlags::COMPUTE_SHADERS) { + panic!("GPU does not support compute"); + } + + let (gpu, queue) = pollster::block_on(adapter.request_device(&wgpu::DeviceDescriptor { + label: None, + required_features: wgpu::Features::TEXTURE_ADAPTER_SPECIFIC_FORMAT_FEATURES, + required_limits: wgpu::Limits::default(), + memory_hints: wgpu::MemoryHints::MemoryUsage, + }, None)).unwrap(); + + // Process images + for path in &args.paths { + let image = rawloader::decode_file(path).unwrap(); + dbg!(&image.cfa); + + let pipeline = pipeline::Resources { + demosaic: Box::new(demosaic::Lmmse::new(&gpu, &queue)) + }; + let demosaiced = pipeline.demosaic.demoasic(&gpu, &queue, &image); + + let readback_buf = gpu.create_buffer(&wgpu::BufferDescriptor { + label: None, + size: 4 * 4 * image.width as u64 * image.height as u64, + usage: wgpu::BufferUsages::MAP_READ | wgpu::BufferUsages::COPY_DST, + mapped_at_creation: false, + }); + let mut encoder = gpu.create_command_encoder(&wgpu::CommandEncoderDescriptor { + label: None, + }); + encoder.copy_texture_to_buffer( + wgpu::TexelCopyTextureInfo { + texture: &demosaiced, + mip_level: 0, + origin: wgpu::Origin3d::ZERO, + aspect: wgpu::TextureAspect::All, + }, + wgpu::TexelCopyBufferInfo { + buffer: &readback_buf, + layout: wgpu::TexelCopyBufferLayout { + offset: 0, + bytes_per_row: Some(4 * 4 * image.width as u32), + rows_per_image: Some(image.height as u32), + }, + }, + wgpu::Extent3d { + width: image.width as u32, + height: image.height as u32, + depth_or_array_layers: 1, + } + ); + queue.submit([encoder.finish()]); + + let readback_slice = readback_buf.slice(..); + readback_slice.map_async(wgpu::MapMode::Read, |_| {}); + gpu.poll(wgpu::Maintain::Wait); + { + let readback_data = readback_slice.get_mapped_range(); + let result_image = image::ImageBuffer::, _>::from_raw(image.width as u32, image.height as u32, bytemuck::cast_slice(&readback_data)).unwrap(); + <_ as ConvertBuffer, Vec>>>::convert(&result_image).save_with_format("out.png", image::ImageFormat::Png).unwrap(); + } + readback_buf.unmap(); + } +} diff --git a/src/pipeline.rs b/src/pipeline.rs new file mode 100644 index 0000000..3ef02d6 --- /dev/null +++ b/src/pipeline.rs @@ -0,0 +1,5 @@ +use crate::demosaic::Demosaic; + +pub struct Resources { + pub demosaic: Box, +}