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51df89b..0127e4b 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -1,14 +1,13 @@ [package] name = "burn_dino" -description = "burn dinov2 model inference and training" -version = "0.3.1" -edition = "2021" +description = "burn dino model inference and training" +version = "0.5.2" +edition = "2024" authors = ["mosure "] license = "MIT OR Apache-2.0" keywords = [ "burn", "dino", - "dinov2", "vit", ] categories = [ @@ -36,56 +35,38 @@ resolver = "2" [features] -default = ["import"] +default = ["backend_ndarray"] benchmark = ["burn/autotune", "burn/fusion"] -import = ["bevy_args", "burn-import", "clap", "serde"] +import = [ + "backend_ndarray", + "bevy_args", + "burn-store", + "clap", + "serde", + "serde_json", +] + +backend_cpu = ["burn/cpu"] +backend_cuda = ["burn/cuda"] +backend_ndarray = ["burn/ndarray"] +backend_wgpu = ["burn/wgpu"] [dependencies] -# bevy_args = { version = "1.6", optional = true } -bevy_args = { git = "https://github.com/mosure/bevy_args.git", branch = "burn", optional = true } -burn-import = { version = "0.15", features = ["pytorch"], optional = true } +bevy_args = { version = "2.0", optional = true } +burn-store = { version = "0.19", optional = true } clap = { version = "4.5", features = ["derive"], optional = true } -ndarray = "0.16" serde = { version = "1.0", optional = true } +safetensors = "0.6" +serde_json = { version = "1.0", optional = true } [dependencies.burn] -version = "0.15" -default-features = false -features = [ - # "autotune", - # "fusion", - "std", - "wgpu", -] - -[dependencies.burn-wgpu] -version = "0.15" -default-features = false -features = [ - "fusion", - "std", - # "template", -] - -[dependencies.cubecl] -version = "0.3" -default-features = false -features = [ - "linalg", - "std", - # "template", -] - -[dependencies.cubecl-runtime] -version = "0.3" +version = "0.19" default-features = false features = [ "std", - "channel-mpsc", - # "template", ] @@ -94,7 +75,7 @@ console_error_panic_hook = "0.1" wasm-bindgen = "0.2" -[dependencies.web-sys] +[target.'cfg(target_arch = "wasm32")'.dependencies.web-sys] version = "0.3" features = [ 'Document', @@ -108,11 +89,10 @@ features = [ [dev-dependencies] bhtsne = "0.5.3" -criterion = { version = "0.5", features = ["html_reports"] } +criterion = { version = "0.7", features = ["html_reports"] } futures-intrusive = { version = "0.5.0" } image = { version = "0.25", default-features = false, features = ["png"] } pollster = { version = "0.4.0" } -safetensors = "0.4" [profile.dev.package."*"] @@ -143,6 +123,7 @@ path = "src/lib.rs" [[bin]] name = "import" path = "tool/import.rs" +required-features = ["import"] [[example]] name = "correctness" @@ -151,10 +132,12 @@ path = "example/correctness.rs" [[example]] name = "pca" path = "example/pca.rs" +required-features = ["backend_wgpu"] [[example]] name = "tsne" path = "example/tsne.rs" +required-features = ["backend_wgpu"] [[bench]] name = "dinov2" diff --git a/assets/correctness/dinov2_vits14_reference.safetensors b/assets/correctness/dinov2_vits14_reference.safetensors new file mode 100644 index 0000000..6841716 Binary files /dev/null and b/assets/correctness/dinov2_vits14_reference.safetensors differ diff --git a/assets/correctness/dinov2_vits14_reg_reference.safetensors b/assets/correctness/dinov2_vits14_reg_reference.safetensors new file mode 100644 index 0000000..6dc5b9b Binary files /dev/null and b/assets/correctness/dinov2_vits14_reg_reference.safetensors differ diff --git a/assets/models/dinov2.mpk b/assets/models/dinov2.mpk index 86098c5..312e208 100644 Binary files a/assets/models/dinov2.mpk and b/assets/models/dinov2.mpk differ diff --git a/crates/bevy_burn_dino/Cargo.toml b/crates/bevy_burn_dino/Cargo.toml index 5dc3d56..ad488d9 100644 --- a/crates/bevy_burn_dino/Cargo.toml +++ b/crates/bevy_burn_dino/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "bevy_burn_dino" -version = "0.1.0" +version = "0.2.0" edition = "2021" authors = ["mosure "] license = "MIT OR Apache-2.0" @@ -13,12 +13,15 @@ keywords = [ categories = [ "computer-vision", ] +default-run = "bevy_burn_dino" [features] default = ["native"] -native = ["burn/autotune", "futures", "nokhwa"] +fusion_backend = ["burn/fusion"] + +native = ["futures", "nokhwa", "fusion_backend"] web = [] editor = [] @@ -27,8 +30,8 @@ perftest = [] [dependencies] -# bevy_args = "1.6" -bevy_args = { git = "https://github.com/mosure/bevy_args.git", branch = "burn" } +bevy_args = "2.0" +bevy_burn = "0.4.9" burn_dino = { path = "../../", default-features = false } clap = { version = "4.5", features = ["derive"] } futures = { version = "0.3", optional = true } @@ -39,37 +42,79 @@ once_cell = "1.19" serde = "1.0" -# TODO: ideally, bevy and burn synchronize wgpu versions upstream [dependencies.bevy] -# version = "0.14" -git = "https://github.com/mosure/bevy.git" -branch = "burn" +version = "0.17" default-features = false features = [ "bevy_asset", - "bevy_color", + "bevy_camera", + "bevy_core_pipeline", + "bevy_image", + "bevy_log", + "bevy_pbr", "bevy_render", + "bevy_sprite", "bevy_text", "bevy_ui", + "bevy_ui_render", + "bevy_window", "bevy_winit", - "custom_cursor", + "debug", "default_font", "png", - # "webgpu", + "std", + "tonemapping_luts", + "webgpu", "x11", + "zstd_rust", ] [dependencies.burn] -version = "0.15" +version = "0.19" default-features = false features = [ # "autotune", # "fusion", "std", # "template", - "wgpu", + # "wgpu", +] + +[dependencies.burn-cubecl-fusion] +version = "0.19" +default-features = false +features = [ + "std", + # "std", +] + + +[dependencies.burn-wgpu] +version = "0.19" +default-features = false +features = [ + "fusion", + # "std", + # "template", ] +# [dependencies.cubecl] +# version = "0.8" +# default-features = false +# features = [ +# "std", +# # "template", +# ] + +# [dependencies.cubecl-runtime] +# version = "0.8" +# default-features = false +# features = [ +# # "std", +# "channel-mpsc", +# # "template", +# ] + [target.'cfg(target_arch = "wasm32")'.dependencies] console_error_panic_hook = "0.1" diff --git a/crates/bevy_burn_dino/src/lib.rs b/crates/bevy_burn_dino/src/lib.rs index d7b317a..68b268a 100644 --- a/crates/bevy_burn_dino/src/lib.rs +++ b/crates/bevy_burn_dino/src/lib.rs @@ -1,29 +1,17 @@ use std::sync::{Arc, Mutex}; +use burn::nn::interpolate::{Interpolate2d, Interpolate2dConfig, InterpolateMode}; use burn::prelude::*; -use image::{ - DynamicImage, - ImageBuffer, - Rgb, - RgbImage, - RgbaImage, -}; +use image::{DynamicImage, RgbImage}; use burn_dino::model::{ - dino::{ - DinoVisionTransformer, - DinoVisionTransformerConfig, - }, + dino::{DinoVisionTransformer, DinoVisionTransformerConfig}, pca::PcaTransform, }; pub mod platform; - -fn normalize( - input: Tensor, - device: &B::Device, -) -> Tensor { +fn normalize(input: Tensor, device: &B::Device) -> Tensor { let mean: Tensor = Tensor::from_floats([0.485, 0.456, 0.406], device); let std: Tensor = Tensor::from_floats([0.229, 0.224, 0.225], device); @@ -40,45 +28,30 @@ fn preprocess_image( device: &B::Device, ) -> Tensor { let img = DynamicImage::ImageRgb8(image) - .resize_exact(config.image_size as u32, config.image_size as u32, image::imageops::FilterType::Triangle) + .resize_exact( + config.image_size as u32, + config.image_size as u32, + image::imageops::FilterType::Triangle, + ) .to_rgb32f(); let samples = img.as_flat_samples(); let floats: &[f32] = samples.as_slice(); - let input: Tensor = Tensor::from_floats( - floats, - device, - ); + let input: Tensor = Tensor::from_floats(floats, device); - let input = input.reshape([1, config.image_size, config.image_size, config.input_channels]) + let input = input + .reshape([ + 1, + config.image_size, + config.image_size, + config.input_channels, + ]) .permute([0, 3, 1, 2]); normalize(input, device) } - -async fn to_image( - image: Tensor, - upsample_height: u32, - upsample_width: u32, -) -> RgbaImage { - let height = image.shape().dims[1]; - let width = image.shape().dims[2]; - - let image = image.to_data_async().await.to_vec::().unwrap(); - let image = ImageBuffer::, Vec>::from_raw( - width as u32, - height as u32, - image, - ).unwrap(); - - DynamicImage::ImageRgb32F(image) - .resize_exact(upsample_width, upsample_height, image::imageops::FilterType::Triangle) - .to_rgba8() -} - - // TODO: benchmark process_frame pub async fn process_frame( input: RgbImage, @@ -86,7 +59,7 @@ pub async fn process_frame( dino_model: Arc>>, pca_model: Arc>>, device: B::Device, -) -> Vec { +) -> Tensor { let input_tensor: Tensor = preprocess_image(input, &dino_config, &device); let dino_features = { @@ -107,28 +80,30 @@ pub async fn process_frame( pca_transform.forward(x.clone()) }; - // pca min-max scaling for i in 0..3 { - let slice = pca_features.clone().slice([0..n_samples, i..i+1]); - let slice_min = slice.clone().min(); - let slice_max = slice.clone().max(); + let slice = pca_features.clone().slice([0..n_samples, i..i + 1]); + let scaled = slice - .sub(slice_min.clone().unsqueeze()) - .div((slice_max - slice_min).unsqueeze()); + .add_scalar(25.0) + .div_scalar(50) + .clamp(0.0, 1.0); - pca_features = pca_features.slice_assign( - [0..n_samples, i..i+1], - scaled, - ); + pca_features = pca_features.slice_assign([0..n_samples, i..i + 1], scaled); } - let pca_features = pca_features.reshape([batch, spatial_size, spatial_size, 3]); + let mut pca_features = pca_features.reshape([batch, spatial_size, spatial_size, 3]); + pca_features = pca_features.permute([0, 3, 1, 2]); + + let upsample: Interpolate2d = Interpolate2dConfig { + output_size: Some([dino_config.image_size, dino_config.image_size]), + scale_factor: None, + mode: InterpolateMode::Linear, + } + .init(); + let pca_features = upsample.forward(pca_features).permute([0, 2, 3, 1]); - let pca_features = to_image( - pca_features, - dino_config.image_size as u32, - dino_config.image_size as u32, - ).await; + let rgb = pca_features.squeeze_dim(0); + let alpha = Tensor::::ones([dino_config.image_size, dino_config.image_size, 1], &device); - pca_features.into_raw() + Tensor::::cat(vec![rgb, alpha], 2) } diff --git a/crates/bevy_burn_dino/src/main.rs b/crates/bevy_burn_dino/src/main.rs index d6f6639..b1b4f75 100644 --- a/crates/bevy_burn_dino/src/main.rs +++ b/crates/bevy_burn_dino/src/main.rs @@ -1,77 +1,42 @@ +#![recursion_limit = "256"] + use std::sync::{Arc, Mutex}; +use bevy::asset::RenderAssetUsages; use bevy::{ - prelude::*, color::palettes::css::GOLD, diagnostic::{ - Diagnostic, - DiagnosticPath, - Diagnostics, - DiagnosticsStore, - FrameTimeDiagnosticsPlugin, + Diagnostic, DiagnosticPath, Diagnostics, DiagnosticsStore, FrameTimeDiagnosticsPlugin, RegisterDiagnostic, }, - ecs::{system::SystemState, world::CommandQueue}, + ecs::schedule::common_conditions::resource_exists, + ecs::world::CommandQueue, + prelude::*, render::{ - render_asset::RenderAssetUsages, - render_resource::{ - Extent3d, - TextureDimension, - TextureFormat, - }, - settings::{ - RenderCreation, - WgpuFeatures, - WgpuSettings, - }, + render_resource::{Extent3d, TextureDimension, TextureFormat, TextureUsages}, + settings::{RenderCreation, WgpuFeatures, WgpuSettings}, RenderPlugin, - }, tasks::{ - block_on, - futures_lite::future, - AsyncComputeTaskPool, - Task, }, + tasks::{block_on, futures_lite::future, AsyncComputeTaskPool, IoTaskPool, Task}, + ui::widget::ImageNode, }; -use bevy_args::{ - parse_args, - Deserialize, - Parser, - Serialize, - ValueEnum, -}; -use burn::{ - prelude::*, - backend::wgpu::{init_async, AutoGraphicsApi, Wgpu}, -}; +use bevy_args::{parse_args, Deserialize, Parser, Serialize, ValueEnum}; +use bevy_burn::{BevyBurnBridgePlugin, BevyBurnHandle, BindingDirection, BurnDevice, TransferKind}; +use burn::prelude::*; +use burn_wgpu::Wgpu; use burn_dino::model::{ - dino::{ - DinoVisionTransformer, - DinoVisionTransformerConfig, - }, - pca::{ - PcaTransform, PcaTransformConfig - }, + dino::{DinoVisionTransformer, DinoVisionTransformerConfig}, + pca::{PcaTransform, PcaTransformConfig}, }; -use bevy_burn_dino::{ - platform::camera::receive_image, - process_frame, -}; +use bevy_burn_dino::{platform::camera::receive_image, process_frame}; +const MODEL_IMAGE_SIZE: usize = 518; -#[derive( - Debug, - Default, - Clone, - PartialEq, - Serialize, - Deserialize, - Reflect, - ValueEnum, -)] +#[derive(Debug, Default, Clone, PartialEq, Serialize, Deserialize, Reflect, ValueEnum)] pub enum PcaType { - Adaptive, // TODO: window adaptive pca + Adaptive, // TODO: window adaptive pca #[default] Face, Person, @@ -88,16 +53,7 @@ impl PcaType { } } - -#[derive( - Resource, - Clone, - Debug, - Serialize, - Deserialize, - Parser, - Reflect, -)] +#[derive(Resource, Clone, Debug, Serialize, Deserialize, Parser, Reflect)] #[reflect(Resource)] #[command(about = "bevy_burn_dino", version, long_about = None)] pub struct BevyBurnDinoConfig { @@ -107,12 +63,6 @@ pub struct BevyBurnDinoConfig { #[arg(long, default_value = "true")] pub show_fps: bool, - #[arg(long, default_value = "518")] - pub inference_height: usize, - - #[arg(long, default_value = "518")] - pub inference_width: usize, - #[arg(long, value_enum, default_value_t = PcaType::Face)] pub pca_type: PcaType, } @@ -121,45 +71,38 @@ impl Default for BevyBurnDinoConfig { fn default() -> Self { Self { press_esc_to_close: true, - show_fps: true, // TODO: display inference fps (UI fps is decoupled via async compute pool) - inference_height: 518, - inference_width: 518, + show_fps: true, // TODO: display inference fps (UI fps is decoupled via async compute pool) pca_type: PcaType::default(), } } } - #[cfg(feature = "native")] mod io { + use super::PcaType; use burn::{ prelude::*, record::{FullPrecisionSettings, NamedMpkBytesRecorder, Recorder}, }; use burn_dino::model::{ - dino::{ - DinoVisionTransformer, - DinoVisionTransformerConfig, - }, - pca::{ - PcaTransform, PcaTransformConfig - }, + dino::{DinoVisionTransformer, DinoVisionTransformerConfig}, + pca::{PcaTransform, PcaTransformConfig}, }; - use super::PcaType; static DINO_STATE_ENCODED: &[u8] = include_bytes!("../../../assets/models/dinov2.mpk"); static FACE_PCA_STATE_ENCODED: &[u8] = include_bytes!("../../../assets/models/face_pca.mpk"); - static PERSON_PCA_STATE_ENCODED: &[u8] = include_bytes!("../../../assets/models/person_pca.mpk"); + static PERSON_PCA_STATE_ENCODED: &[u8] = + include_bytes!("../../../assets/models/person_pca.mpk"); pub async fn load_model( config: &DinoVisionTransformerConfig, device: &B::Device, ) -> DinoVisionTransformer { let record = NamedMpkBytesRecorder::::default() - .load(DINO_STATE_ENCODED.to_vec(), &Default::default()) + .load(DINO_STATE_ENCODED.to_vec(), device) .expect("failed to decode state"); - let model= config.init(device); + let model = config.init(device); model.load_record(record) } @@ -175,10 +118,10 @@ mod io { }; let record = NamedMpkBytesRecorder::::default() - .load(data.to_vec(), &Default::default()) + .load(data.to_vec(), device) .expect("failed to decode state"); - let model= config.init(device); + let model = config.init(device); model.load_record(record) } } @@ -190,24 +133,13 @@ mod io { record::{FullPrecisionSettings, NamedMpkBytesRecorder, Recorder}, }; use burn_dino::model::{ - dino::{ - DinoVisionTransformer, - DinoVisionTransformerConfig, - }, - pca::{ - PcaTransform, PcaTransformConfig - }, + dino::{DinoVisionTransformer, DinoVisionTransformerConfig}, + pca::{PcaTransform, PcaTransformConfig}, }; use js_sys::Uint8Array; use wasm_bindgen::JsCast; use wasm_bindgen_futures::JsFuture; - use web_sys::{ - window, - Request, - RequestInit, - RequestMode, - Response, - }; + use web_sys::{window, Request, RequestInit, RequestMode, Response}; pub async fn load_model( config: &DinoVisionTransformerConfig, @@ -217,26 +149,28 @@ mod io { opts.set_method("GET"); opts.set_mode(RequestMode::Cors); - let request = Request::new_with_str_and_init( - "./assets/models/dinov2.mpk", - &opts, - ).unwrap(); + let request = Request::new_with_str_and_init("./assets/models/dinov2.mpk", &opts).unwrap(); let window = window().unwrap(); let resp_value = JsFuture::from(window.fetch_with_request(&request)).await; let resp: Response = resp_value.unwrap().dyn_into().unwrap(); - let array_buffer = JsFuture::from(resp.array_buffer().expect("failed to download model weights")).await.unwrap(); + let array_buffer = JsFuture::from( + resp.array_buffer() + .expect("failed to download model weights"), + ) + .await + .unwrap(); let uint8_array = Uint8Array::new(&array_buffer); let mut data = vec![0; uint8_array.length() as usize]; uint8_array.copy_to(&mut data[..]); let record = NamedMpkBytesRecorder::::default() - .load(data, &Default::default()) + .load(data, device) .expect("failed to decode state"); - let model= config.init(device); + let model = config.init(device); model.load_record(record) } @@ -252,28 +186,31 @@ mod io { let request = Request::new_with_str_and_init( &format!("./assets/models/{}", pca_type.pca_weights_mpk()), &opts, - ).unwrap(); + ) + .unwrap(); let window = window().unwrap(); let resp_value = JsFuture::from(window.fetch_with_request(&request)).await; let resp: Response = resp_value.unwrap().dyn_into().unwrap(); - let array_buffer = JsFuture::from(resp.array_buffer().expect("failed to download pca weights")).await.unwrap(); + let array_buffer = + JsFuture::from(resp.array_buffer().expect("failed to download pca weights")) + .await + .unwrap(); let uint8_array = Uint8Array::new(&array_buffer); let mut data = vec![0; uint8_array.length() as usize]; uint8_array.copy_to(&mut data[..]); let record = NamedMpkBytesRecorder::::default() - .load(data, &Default::default()) + .load(data, device) .expect("failed to decode state"); - let model= config.init(device); + let model = config.init(device); model.load_record(record) } } - #[derive(Resource)] struct DinoModel { config: DinoVisionTransformerConfig, @@ -283,19 +220,32 @@ struct DinoModel { #[derive(Resource)] struct PcaTransformModel { - model: Arc::>>, + model: Arc>>, } - #[derive(Resource, Default)] struct PcaFeatures { image: Handle, + entity: Option, } +#[derive(Resource)] +struct ModelLoadTask(Task); + +struct LoadedModels { + config: DinoVisionTransformerConfig, + device: ::Device, + dino: Arc>>, + pca: Arc>>, +} #[derive(Component)] struct ProcessImage(Task); +const fn default_transfer_kind() -> TransferKind { + TransferKind::Gpu +} + fn process_frames( mut commands: Commands, dino_model: Res>, @@ -303,6 +253,10 @@ fn process_frames( pca_features_handle: Res, active_tasks: Query<&ProcessImage>, ) { + let Some(image_entity) = pca_features_handle.entity else { + return; + }; + // TODO: move to config // TODO: fix multiple in flight deadlock let inference_max_in_flight = 1; @@ -312,43 +266,46 @@ fn process_frames( if let Some(image) = receive_image() { let thread_pool = AsyncComputeTaskPool::get(); - let entity = commands.spawn_empty().id(); + let task_entity = commands.spawn_empty().id(); let device = dino_model.device.clone(); let dino_config = dino_model.config.clone(); let dino_model = dino_model.model.clone(); - let image_handle = pca_features_handle.image.clone(); let pca_model = pca_transform.model.clone(); - - let task = thread_pool.spawn(async move { - let img_data = process_frame( - image, - dino_config, - dino_model, - pca_model, - device, - ).await; - - let mut command_queue = CommandQueue::default(); - command_queue.push(move |world: &mut World| { - let mut system_state = SystemState::< - ResMut>, - >::new(world); - let mut images = system_state.get_mut(world); - - // TODO: share wgpu io between bevy/burn - let existing_image = images.get_mut(&image_handle).unwrap(); - existing_image.data = img_data; - - world - .entity_mut(entity) - .remove::(); - }); - - command_queue + let target_entity = image_entity; + + let task = thread_pool.spawn({ + let device_clone = device.clone(); + async move { + let tensor = process_frame( + image, + dino_config, + dino_model, + pca_model, + device_clone + ).await; + + let mut command_queue = CommandQueue::default(); + command_queue.push(move |world: &mut World| { + if let Ok(mut image_entity_mut) = world.get_entity_mut(target_entity) { + if let Some(mut handle) = image_entity_mut.get_mut::>() + { + handle.tensor = tensor.clone(); + handle.upload = true; + } + } + + if let Ok(mut tracker) = world.get_entity_mut(task_entity) { + tracker.remove::(); + tracker.despawn(); + } + }); + + command_queue + } }); - commands.entity(entity).insert(ProcessImage(task)); + commands.entity(task_entity).insert(ProcessImage(task)); } } @@ -373,40 +330,78 @@ fn handle_tasks( } } +fn pca_image_setup() -> (&'static [u8], TextureFormat, TransferKind, TextureUsages) { + ( + &[0u8; 16], + TextureFormat::Rgba32Float, + default_transfer_kind(), + TextureUsages::COPY_SRC + | TextureUsages::COPY_DST + | TextureUsages::TEXTURE_BINDING + | TextureUsages::STORAGE_BINDING, + ) +} fn setup_ui( mut commands: Commands, dino: Res>, mut pca_image: ResMut, mut images: ResMut>, + burn_device: Res, ) { - pca_image.image = images.add(Image::new_fill( - Extent3d { - width: dino.config.image_size as u32, - height: dino.config.image_size as u32, - depth_or_array_layers: 1, - }, - TextureDimension::D2, - &[0, 0, 0, 0], - TextureFormat::Rgba8UnormSrgb, - RenderAssetUsages::all(), - )); + if pca_image.entity.is_some() { + return; + } - commands.spawn(Node { - display: Display::Grid, - width: Val::Percent(100.0), - height: Val::Percent(100.0), - grid_template_columns: RepeatedGridTrack::flex(1, 1.0), - grid_template_rows: RepeatedGridTrack::flex(1, 1.0), - ..default() - }) + let Some(device) = burn_device.device() else { + return; + }; + + let size = Extent3d { + width: dino.config.image_size as u32, + height: dino.config.image_size as u32, + depth_or_array_layers: 1, + }; + let (fill_bytes, texture_format, transfer_kind, texture_usage) = pca_image_setup(); + let mut image = Image::new_fill( + size, + TextureDimension::D2, + fill_bytes, + texture_format, + RenderAssetUsages::RENDER_WORLD, + ); + image.texture_descriptor.usage |= texture_usage; + pca_image.image = images.add(image); + + let mut image_entity = None; + commands + .spawn(Node { + display: Display::Grid, + width: Val::Percent(100.0), + height: Val::Percent(100.0), + grid_template_columns: RepeatedGridTrack::flex(1, 1.0), + grid_template_rows: RepeatedGridTrack::flex(1, 1.0), + ..default() + }) .with_children(|builder| { - builder.spawn(UiImage { - image: pca_image.image.clone(), - image_mode: NodeImageMode::Stretch, - ..default() - }); + let entity = builder + .spawn(( + ImageNode::new(pca_image.image.clone()).with_mode(NodeImageMode::Stretch), + BevyBurnHandle:: { + bevy_image: pca_image.image.clone(), + tensor: Tensor::::zeros( + [dino.config.image_size, dino.config.image_size, 4], + device, + ), + upload: true, + direction: BindingDirection::BurnToBevy, + xfer: transfer_kind, + }, + )) + .id(); + image_entity = Some(entity); }); + pca_image.entity = image_entity; commands.spawn(Camera2d); } @@ -437,7 +432,7 @@ pub fn viewer_app(args: BevyBurnDinoConfig) -> App { let primary_window = Some(Window { mode: bevy::window::WindowMode::Windowed, prevent_default_event_handling: false, - resolution: (1024.0, 1024.0).into(), + resolution: bevy::window::WindowResolution::new(1024, 1024), title, #[cfg(feature = "perftest")] @@ -450,13 +445,12 @@ pub fn viewer_app(args: BevyBurnDinoConfig) -> App { app.insert_resource(ClearColor(Color::srgba(0.0, 0.0, 0.0, 0.0))); - let default_plugins = DefaultPlugins .set(ImagePlugin::default_nearest()) .set(RenderPlugin { render_creation: RenderCreation::Automatic(WgpuSettings { - features: WgpuFeatures::TEXTURE_ADAPTER_SPECIFIC_FORMAT_FEATURES - | WgpuFeatures::SHADER_F16, + // Request only cross-adapter-safe features. Some drivers do not expose SHADER_F16. + features: WgpuFeatures::TEXTURE_ADAPTER_SPECIFIC_FORMAT_FEATURES, ..Default::default() }), ..Default::default() @@ -467,6 +461,7 @@ pub fn viewer_app(args: BevyBurnDinoConfig) -> App { }); app.add_plugins(default_plugins); + app.add_plugins(BevyBurnBridgePlugin::::default()); #[cfg(feature = "editor")] if args.editor { @@ -480,7 +475,7 @@ pub fn viewer_app(args: BevyBurnDinoConfig) -> App { } if args.show_fps { - app.add_plugins(FrameTimeDiagnosticsPlugin); + app.add_plugins(FrameTimeDiagnosticsPlugin::default()); app.register_diagnostic(Diagnostic::new(INFERENCE_FPS)); app.add_systems(Startup, fps_display_setup); app.add_systems(Update, fps_update_system); @@ -489,47 +484,42 @@ pub fn viewer_app(args: BevyBurnDinoConfig) -> App { app } -fn press_esc_close( - keys: Res>, - mut exit: EventWriter -) { +fn press_esc_close(keys: Res>, mut exit: MessageWriter) { if keys.just_pressed(KeyCode::Escape) { - exit.send(AppExit::Success); + exit.write(AppExit::Success); } } - const INFERENCE_FPS: DiagnosticPath = DiagnosticPath::const_new("inference_fps"); -fn fps_display_setup( - mut commands: Commands, - asset_server: Res, -) { - commands.spawn(( - Text("fps: ".to_string()), - TextFont { - font: asset_server.load("fonts/Caveat-Bold.ttf"), - font_size: 60.0, - ..Default::default() - }, - TextColor(Color::WHITE), - Node { - position_type: PositionType::Absolute, - bottom: Val::Px(5.0), - left: Val::Px(15.0), - ..default() - }, - ZIndex(2), - )).with_child(( - FpsText, - TextColor(Color::Srgba(GOLD)), - TextFont { - font: asset_server.load("fonts/Caveat-Bold.ttf"), - font_size: 60.0, - ..Default::default() - }, - TextSpan::default(), - )); +fn fps_display_setup(mut commands: Commands, asset_server: Res) { + commands + .spawn(( + Text("fps: ".to_string()), + TextFont { + font: asset_server.load("fonts/Caveat-Bold.ttf"), + font_size: 60.0, + ..Default::default() + }, + TextColor(Color::WHITE), + Node { + position_type: PositionType::Absolute, + bottom: Val::Px(5.0), + left: Val::Px(15.0), + ..default() + }, + ZIndex(2), + )) + .with_child(( + FpsText, + TextColor(Color::Srgba(GOLD)), + TextFont { + font: asset_server.load("fonts/Caveat-Bold.ttf"), + font_size: 60.0, + ..Default::default() + }, + TextSpan::default(), + )); } #[derive(Component)] @@ -548,56 +538,116 @@ fn fps_update_system( } } -async fn run_app() { - log("running app..."); +fn burn_device_ready(burn_device: Option>) -> bool { + burn_device + .map(|device| device.is_ready()) + .unwrap_or(false) +} - let args = parse_args::(); - log(&format!("{:?}", args)); +fn models_not_loaded(dino: Option>>) -> bool { + dino.is_none() +} + +fn start_model_loading( + mut commands: Commands, + args: Res, + burn_device: Res, + existing_task: Option>, + existing_model: Option>>, +) { + if existing_task.is_some() { + return; + } + if existing_model.is_some() { + return; + } - let device = Default::default(); - init_async::(&device, Default::default()).await; + let Some(device) = burn_device.device() else { + return; + }; + let device = device.clone(); - log("device created"); + log("spawning async model loading task"); let config = DinoVisionTransformerConfig { - ..DinoVisionTransformerConfig::vits(None, None) // TODO: supply image size fron config + register_token_count: 0, + use_register_tokens: false, + normalize_intermediate_tokens: false, + ..DinoVisionTransformerConfig::vits(Some(MODEL_IMAGE_SIZE), None) + }; + let pca_config = PcaTransformConfig::new(config.embedding_dimension, 3); + let pca_type = args.pca_type.clone(); + + let task = IoTaskPool::get().spawn(async move { + let dino = io::load_model::(&config, &device).await; + let pca_transform = io::load_pca_model::(&pca_config, pca_type, &device).await; + + LoadedModels { + config, + device, + dino: Arc::new(Mutex::new(dino)), + pca: Arc::new(Mutex::new(pca_transform)), + } + }); + + commands.insert_resource(ModelLoadTask(task)); +} + +fn finish_model_loading(mut commands: Commands, task: Option>) { + let Some(mut task) = task else { + return; }; - let dino = io::load_model::(&config, &device).await; - log("dino model loaded"); + if let Some(models) = block_on(future::poll_once(&mut task.0)) { + log("model loading completed"); + let LoadedModels { + config, + device, + dino, + pca, + } = models; + commands.insert_resource(DinoModel { + config, + device: device.clone(), + model: dino, + }); + commands.insert_resource(PcaTransformModel { model: pca }); + commands.remove_resource::(); + } +} - // TODO: support adaptive PCA - let pca_config = PcaTransformConfig::new( - config.embedding_dimension, - 3, - ); - let pca_transform = io::load_pca_model::( - &pca_config, - args.pca_type.clone(), - &device, - ).await; +async fn run_app() { + log("running app..."); - log("pca model loaded"); + let args = parse_args::(); + log(&format!("{:?}", args)); + log(&format!( + "using fixed inference resolution of {MODEL_IMAGE_SIZE}x{MODEL_IMAGE_SIZE}" + )); let mut app = viewer_app(args); app.init_resource::(); - app.insert_resource(DinoModel { - config, - device, - model: Arc::new(Mutex::new(dino)), - }); - app.insert_resource(PcaTransformModel { - model: Arc::new(Mutex::new(pca_transform)), - }); - - app.add_systems(Startup, setup_ui); app.add_systems( Update, - ( - handle_tasks, - process_frames, - ), + start_model_loading + .run_if(burn_device_ready) + .run_if(models_not_loaded), + ); + app.add_systems(Update, finish_model_loading); + app.add_systems( + Update, + setup_ui + .run_if(resource_exists::>) + .run_if(resource_exists::>) + .run_if(burn_device_ready), + ); + app.add_systems(Update, handle_tasks); + app.add_systems( + Update, + process_frames + .run_if(resource_exists::>) + .run_if(resource_exists::>), ); log("running bevy app..."); @@ -605,7 +655,6 @@ async fn run_app() { app.run(); } - pub fn log(_msg: &str) { #[cfg(debug_assertions)] #[cfg(target_arch = "wasm32")] @@ -619,7 +668,6 @@ pub fn log(_msg: &str) { } } - fn main() { #[cfg(feature = "native")] { diff --git a/crates/bevy_burn_dino/src/platform.rs b/crates/bevy_burn_dino/src/platform.rs index 7c60245..f4937a8 100644 --- a/crates/bevy_burn_dino/src/platform.rs +++ b/crates/bevy_burn_dino/src/platform.rs @@ -1,29 +1,17 @@ - #[cfg(feature = "native")] pub mod camera { use std::sync::{ - Arc, - Mutex, - mpsc::{ - self, - Sender, - SyncSender, - Receiver, - TryRecvError, - }, + mpsc::{self, Receiver, Sender, SyncSender, TryRecvError}, + Arc, Mutex, }; use image::RgbImage; use nokhwa::{ nokhwa_initialize, + pixel_format::RgbFormat, query, + utils::{ApiBackend, RequestedFormat, RequestedFormatType}, CallbackCamera, - pixel_format::RgbFormat, - utils::{ - ApiBackend, - RequestedFormat, - RequestedFormatType, - }, }; use once_cell::sync::OnceCell; @@ -34,18 +22,16 @@ pub mod camera { pub static APP_RUN_SENDER: OnceCell> = OnceCell::new(); pub fn native_camera_thread() { - let ( - sample_sender, - sample_receiver, - ) = mpsc::sync_channel(1); - SAMPLE_RECEIVER.set(Arc::new(Mutex::new(sample_receiver))).unwrap(); + let (sample_sender, sample_receiver) = mpsc::sync_channel(1); + SAMPLE_RECEIVER + .set(Arc::new(Mutex::new(sample_receiver))) + .unwrap(); SAMPLE_SENDER.set(sample_sender).unwrap(); - let ( - app_run_sender, - app_run_receiver, - ) = mpsc::channel(); - APP_RUN_RECEIVER.set(Arc::new(Mutex::new(app_run_receiver))).unwrap(); + let (app_run_sender, app_run_receiver) = mpsc::channel(); + APP_RUN_RECEIVER + .set(Arc::new(Mutex::new(app_run_receiver))) + .unwrap(); APP_RUN_SENDER.set(app_run_sender).unwrap(); nokhwa_initialize(|granted| { @@ -62,7 +48,8 @@ pub mod camera { let image = buffer.decode_image::().unwrap(); let sender = SAMPLE_SENDER.get().unwrap(); sender.send(image).unwrap(); - }).unwrap(); + }) + .unwrap(); camera.open_stream().unwrap(); @@ -99,11 +86,7 @@ pub mod camera { pub mod camera { use std::cell::RefCell; - use image::{ - DynamicImage, - RgbImage, - RgbaImage, - }; + use image::{DynamicImage, RgbImage, RgbaImage}; use wasm_bindgen::prelude::*; thread_local! { @@ -125,9 +108,6 @@ pub mod camera { } pub fn receive_image() -> Option { - SAMPLE_RECEIVER.with(|receiver| { - receiver.borrow_mut().take() - }) + SAMPLE_RECEIVER.with(|receiver| receiver.borrow_mut().take()) } } - diff --git a/example/correctness.rs b/example/correctness.rs index 1a1d450..178bd8b 100644 --- a/example/correctness.rs +++ b/example/correctness.rs @@ -1,157 +1,80 @@ -use burn::{ - prelude::*, - backend::wgpu::Wgpu, - record::{FullPrecisionSettings, NamedMpkBytesRecorder, Recorder}, -}; -use image::{ - load_from_memory_with_format, DynamicImage, GenericImageView, ImageFormat, -}; -use safetensors::tensor::SafeTensors; +use std::{env, error::Error, path::PathBuf}; -use burn_dino::model::dino::{ - DinoVisionTransformer, - DinoVisionTransformerConfig, +use burn::{backend::ndarray::NdArray, tensor::backend::Backend}; +use burn_dino::{ + correctness::{self, CorrectnessReference}, + model::dino::DinoVisionTransformerConfig, }; - -static STATE_ENCODED: &[u8] = include_bytes!("../assets/models/dinov2.mpk"); -static INPUT_IMAGE_0: &[u8] = include_bytes!("../assets/images/dino_0.png"); -static STANDARD_OUTPUT: &[u8] = include_bytes!("../assets/tensors/dino_0_small.st"); - - -pub fn load_model( - config: &DinoVisionTransformerConfig, - device: &B::Device, -) -> DinoVisionTransformer { - let record = NamedMpkBytesRecorder::::default() - .load(STATE_ENCODED.to_vec(), &Default::default()) - .expect("failed to decode state"); - - let model= config.init(device); - model.load_record(record) -} - - -fn center_crop(image: &DynamicImage, crop_width: u32, crop_height: u32) -> DynamicImage { - let (img_width, img_height) = image.dimensions(); - - let crop_width = crop_width.min(img_width); - let crop_height = crop_height.min(img_height); - - let x = (img_width - crop_width) / 2; - let y = (img_height - crop_height) / 2; - - image.crop_imm(x, y, crop_width, crop_height) -} - -fn normalize( - input: Tensor, - device: &B::Device, -) -> Tensor { - let mean: Tensor = Tensor::from_floats([0.485, 0.456, 0.406], device); - let std: Tensor = Tensor::from_floats([0.229, 0.224, 0.225], device); - - input - .permute([0, 2, 3, 1]) - .sub(mean.unsqueeze()) - .div(std.unsqueeze()) - .permute([0, 3, 1, 2]) -} - -fn load_image( - bytes: &[u8], - config: &DinoVisionTransformerConfig, - device: &B::Device, -) -> Tensor { - let img = load_from_memory_with_format(bytes, ImageFormat::Png) - .unwrap() - .resize_exact(config.image_size as u32 + 2, config.image_size as u32 + 2, image::imageops::FilterType::Lanczos3); - let img = center_crop(&img, config.image_size as u32, config.image_size as u32); - - let img_data: Vec = img.to_rgb32f() - .pixels() - .flat_map(|p| p.0) - .collect(); - - let input: Tensor = Tensor::from_floats( - img_data.as_slice(), - device, +type InferenceBackend = NdArray; + +fn main() -> Result<(), Box> { + let checkpoint_path = env::args() + .nth(1) + .map(PathBuf::from) + .unwrap_or_else(|| PathBuf::from("assets/models/dinov2.mpk")); + let reference_path = env::args() + .nth(2) + .map(PathBuf::from) + .unwrap_or_else(|| PathBuf::from("assets/correctness/dinov2_vits14_reference.safetensors")); + + let device = ::Device::default(); + let config = DinoVisionTransformerConfig::vits(None, None); + + println!("Loading Burn checkpoint from {}", checkpoint_path.display()); + println!("Using Torch reference from {}", reference_path.display()); + + let reference = CorrectnessReference::load(&reference_path)?; + let model = correctness::load_model_from_checkpoint::( + &config, + &checkpoint_path, + &device, + )?; + let stats = correctness::run_correctness(&model, &reference, &device)?; + + println!( + "Patch tokens -> mean_abs: {:.6}, max_abs: {:.6}, mse: {:.6}", + stats.patch_tokens.mean_abs, stats.patch_tokens.max_abs, stats.patch_tokens.mse ); - - let input = input.reshape([1, config.image_size, config.image_size, config.input_channels]) - .permute([0, 3, 1, 2]); - - normalize(input, device) -} - - -fn main() { - let device = Default::default(); - let config = DinoVisionTransformerConfig { - ..DinoVisionTransformerConfig::vits(None, None) - }; - let dino = load_model::(&config, &device); - - // let debug_output = SafeTensors::deserialize(STANDARD_OUTPUT).unwrap(); - // let input = debug_output.tensor("input").unwrap(); - // let standard_input: Vec = input - // .data() - // .chunks_exact(4) - // .map(|chunk| f32::from_le_bytes(chunk.try_into().unwrap())) - // .collect(); - // let standard_input_tensor = Tensor::::from_floats(standard_input.as_slice(), &device) - // .reshape([1, config.input_channels, config.image_size, config.image_size]); - // let input_tensor = standard_input_tensor.clone(); - - let input_tensor: Tensor = load_image(INPUT_IMAGE_0, &config, &device); - - // let standard_diff = input_tensor.clone().sub(standard_input_tensor.clone()).abs(); - // let min_diff = standard_diff.clone().min(); - // let max_diff = standard_diff.clone().max(); - // let range = max_diff - min_diff; - // let standard_diff_min_max_norm = standard_diff.clone().div_scalar(range.into_scalar()); - - // let standard_diff_min_max_norm_flat: Vec = standard_diff_min_max_norm.to_data().to_vec().unwrap(); - // let standard_diff_min_max_norm_flat: Vec = standard_diff_min_max_norm_flat - // .iter() - // .map(|&v| (v * 255.0).round() as u8) - // .collect(); - // let img = RgbImage::from_raw( - // config.image_size as u32, - // config.image_size as u32, - // standard_diff_min_max_norm_flat, - // ).unwrap(); - // img.save("diff.png").unwrap(); - - // let diff_sum = standard_diff.sum().into_scalar(); - // println!("diff sum: {}", diff_sum); - - // assert!( - // input_tensor.clone().all_close(standard_input_tensor, 2e-1.into(), None), - // "input does not match torch reference", - // ); - - let output = dino.forward(input_tensor, None); - let x_norm_patchtokens = output.x_norm_patchtokens; - let x_norm_patchtokens_flat: Vec = x_norm_patchtokens.to_data().to_vec().unwrap(); - - let standard_output = SafeTensors::deserialize(STANDARD_OUTPUT) - .unwrap() - .tensor("output") - .unwrap(); - let standard_output_tensor: Vec = standard_output - .data() - .chunks_exact(4) - .map(|chunk| f32::from_le_bytes(chunk.try_into().unwrap())) - .collect(); - - let mse: f32 = x_norm_patchtokens_flat - .iter() - .zip(standard_output_tensor.iter()) - .map(|(a, b)| (a - b).powf(2.0)) - .sum::() / x_norm_patchtokens_flat.len() as f32; - - println!("(MSE): {}", mse); - - assert!(mse < 2e-2, "output does not match torch reference"); + println!( + "Cls token -> mean_abs: {:.6}, max_abs: {:.6}, mse: {:.6}", + stats.cls_token.mean_abs, stats.cls_token.max_abs, stats.cls_token.mse + ); + if let Some(reg) = stats.register_tokens.as_ref() { + println!( + "Register tok -> mean_abs: {:.6}, max_abs: {:.6}, mse: {:.6}", + reg.mean_abs, reg.max_abs, reg.mse + ); + } + + if stats.within_defaults() { + println!("Burn output matches Torch reference within tolerance."); + return Ok(()); + } + + if let Ok(outputs) = correctness::collect_outputs(&model, &reference, &device) { + for idx in 0..5 { + println!( + "patch[{idx}]: burn={:.6}, torch={:.6}, diff={:.6}", + outputs.burn_patchtokens[idx], + outputs.torch_patchtokens[idx], + outputs.burn_patchtokens[idx] - outputs.torch_patchtokens[idx] + ); + } + + if let Some((max_idx, max_value, burn, torch)) = outputs + .burn_patchtokens + .iter() + .zip(outputs.torch_patchtokens.iter()) + .enumerate() + .map(|(idx, (b, t))| (idx, (b - t).abs(), *b, *t)) + .max_by(|a, b| a.1.total_cmp(&b.1)) + { + println!( + "max diff patch[{max_idx}]: burn={burn:.6}, torch={torch:.6}, diff={max_value:.6}" + ); + } + } + + Err("Burn output deviates from Torch reference beyond tolerance.".into()) } diff --git a/example/pca.rs b/example/pca.rs index f540ad4..0c2ca05 100644 --- a/example/pca.rs +++ b/example/pca.rs @@ -1,28 +1,17 @@ use std::path::Path; use burn::{ - prelude::*, backend::wgpu::Wgpu, + prelude::*, record::{FullPrecisionSettings, NamedMpkBytesRecorder, Recorder}, }; -use image::{ - load_from_memory_with_format, - DynamicImage, - ImageFormat, - RgbImage, -}; +use image::{DynamicImage, ImageFormat, RgbImage, load_from_memory_with_format}; use burn_dino::model::{ - dino::{ - DinoVisionTransformer, - DinoVisionTransformerConfig, - }, - pca::{ - PcaTransform, PcaTransformConfig - }, + dino::{DinoVisionTransformer, DinoVisionTransformerConfig}, + pca::{PcaTransform, PcaTransformConfig}, }; - static DINO_STATE_ENCODED: &[u8] = include_bytes!("../assets/models/dinov2.mpk"); static PCA_STATE_ENCODED: &[u8] = include_bytes!("../assets/models/face_pca.mpk"); @@ -31,7 +20,6 @@ static INPUT_IMAGE_1: &[u8] = include_bytes!("../assets/images/dino_1.png"); static INPUT_IMAGE_2: &[u8] = include_bytes!("../assets/images/dino_2.png"); static INPUT_IMAGE_3: &[u8] = include_bytes!("../assets/images/dino_3.png"); - fn load_model( config: &DinoVisionTransformerConfig, device: &B::Device, @@ -40,27 +28,20 @@ fn load_model( .load(DINO_STATE_ENCODED.to_vec(), &Default::default()) .expect("failed to decode state"); - let model= config.init(device); + let model = config.init(device); model.load_record(record) } -fn load_pca_model( - config: &PcaTransformConfig, - device: &B::Device, -) -> PcaTransform { +fn load_pca_model(config: &PcaTransformConfig, device: &B::Device) -> PcaTransform { let record = NamedMpkBytesRecorder::::default() .load(PCA_STATE_ENCODED.to_vec(), &Default::default()) .expect("failed to decode state"); - let model= config.init(device); + let model = config.init(device); model.load_record(record) } - -fn normalize( - input: Tensor, - device: &B::Device, -) -> Tensor { +fn normalize(input: Tensor, device: &B::Device) -> Tensor { let mean: Tensor = Tensor::from_floats([0.485, 0.456, 0.406], device); let std: Tensor = Tensor::from_floats([0.229, 0.224, 0.225], device); @@ -78,7 +59,11 @@ fn load_image( ) -> Tensor { let img = load_from_memory_with_format(bytes, ImageFormat::Png) .unwrap() - .resize_exact(config.image_size as u32, config.image_size as u32, image::imageops::FilterType::Lanczos3); + .resize_exact( + config.image_size as u32, + config.image_size as u32, + image::imageops::FilterType::Lanczos3, + ); let img = match img { DynamicImage::ImageRgb8(img) => img, @@ -90,18 +75,20 @@ fn load_image( .flat_map(|p| p.0.iter().map(|&c| c as f32 / 255.0)) .collect(); - let input: Tensor = Tensor::from_floats( - img_data.as_slice(), - device, - ); + let input: Tensor = Tensor::from_floats(img_data.as_slice(), device); - let input = input.reshape([1, config.image_size, config.image_size, config.input_channels]) + let input = input + .reshape([ + 1, + config.image_size, + config.image_size, + config.input_channels, + ]) .permute([0, 3, 1, 2]); normalize(input, device) } - fn write_images( images: Tensor, output_directory: &Path, @@ -124,14 +111,13 @@ fn write_images( let image_slice = &images[offset..offset + image_size]; let image_slice_u8: Vec = image_slice.iter().map(|&v| v as u8).collect(); - let img = RgbImage::from_raw( - width as u32, - height as u32, - image_slice_u8, - ).unwrap(); + let img = RgbImage::from_raw(width as u32, height as u32, image_slice_u8).unwrap(); - let img = DynamicImage::ImageRgb8(img) - .resize_exact(upsample_width, upsample_height, image::imageops::FilterType::Lanczos3); + let img = DynamicImage::ImageRgb8(img).resize_exact( + upsample_width, + upsample_height, + image::imageops::FilterType::Lanczos3, + ); std::fs::create_dir_all(output_directory).unwrap(); @@ -140,7 +126,6 @@ fn write_images( } } - fn main() { let device = Default::default(); let config = DinoVisionTransformerConfig { @@ -167,24 +152,20 @@ fn main() { let x = dino_features.reshape([n_samples, embedding_dim]); - let pca_config = PcaTransformConfig::new( - embedding_dim, - 3, - ); + let pca_config = PcaTransformConfig::new(embedding_dim, 3); let pca_transform = load_pca_model(&pca_config, &device); let mut pca_features = pca_transform.forward(x.clone()); // pca min-max scaling for i in 0..3 { - let slice = pca_features.clone().slice([0..n_samples, i..i+1]); + let slice = pca_features.clone().slice([0..n_samples, i..i + 1]); let slice_min = slice.clone().min().into_scalar(); let slice_max = slice.clone().max().into_scalar(); - let scaled = slice.sub_scalar(slice_min).div_scalar(slice_max - slice_min); + let scaled = slice + .sub_scalar(slice_min) + .div_scalar(slice_max - slice_min); - pca_features = pca_features.slice_assign( - [0..n_samples, i..i+1], - scaled, - ); + pca_features = pca_features.slice_assign([0..n_samples, i..i + 1], scaled); } let pca_features = pca_features.reshape([batch, spatial_size, spatial_size, 3]); diff --git a/example/tsne.rs b/example/tsne.rs index e95e6ab..bd08fe0 100644 --- a/example/tsne.rs +++ b/example/tsne.rs @@ -1,22 +1,13 @@ +use bhtsne::tSNE; use burn::{ - prelude::*, backend::wgpu::Wgpu, + prelude::*, record::{FullPrecisionSettings, NamedMpkBytesRecorder, Recorder}, }; -use image::{ - load_from_memory_with_format, - DynamicImage, - ImageFormat, - RgbImage, -}; -use bhtsne::tSNE; +use image::{DynamicImage, ImageFormat, RgbImage, load_from_memory_with_format}; use ndarray::Array2; -use burn_dino::model::dino::{ - DinoVisionTransformer, - DinoVisionTransformerConfig, -}; - +use burn_dino::model::dino::{DinoVisionTransformer, DinoVisionTransformerConfig}; static STATE_ENCODED: &[u8] = include_bytes!("../assets/models/dinov2.mpk"); @@ -25,7 +16,6 @@ static INPUT_IMAGE_1: &[u8] = include_bytes!("../assets/images/dino_1.png"); static INPUT_IMAGE_2: &[u8] = include_bytes!("../assets/images/dino_2.png"); static INPUT_IMAGE_3: &[u8] = include_bytes!("../assets/images/dino_3.png"); - pub fn load_model( config: &DinoVisionTransformerConfig, device: &B::Device, @@ -34,15 +24,11 @@ pub fn load_model( .load(STATE_ENCODED.to_vec(), &Default::default()) .expect("failed to decode state"); - let model= config.init(device); + let model = config.init(device); model.load_record(record) } - -fn normalize( - input: Tensor, - device: &B::Device, -) -> Tensor { +fn normalize(input: Tensor, device: &B::Device) -> Tensor { let mean: Tensor = Tensor::from_floats([0.485, 0.456, 0.406], device); let std: Tensor = Tensor::from_floats([0.229, 0.224, 0.225], device); @@ -60,7 +46,11 @@ pub fn load_image( ) -> Tensor { let img = load_from_memory_with_format(bytes, ImageFormat::Png) .unwrap() - .resize_exact(config.image_size as u32, config.image_size as u32, image::imageops::FilterType::Lanczos3); + .resize_exact( + config.image_size as u32, + config.image_size as u32, + image::imageops::FilterType::Lanczos3, + ); let img = match img { DynamicImage::ImageRgb8(img) => img, @@ -72,17 +62,18 @@ pub fn load_image( .flat_map(|p| p.0.iter().map(|&c| c as f32 / 255.0)) .collect(); - let input: Tensor = Tensor::from_floats( - img_data.as_slice(), - device, - ); + let input: Tensor = Tensor::from_floats(img_data.as_slice(), device); - let input = input.reshape([1, config.input_channels, config.image_size, config.image_size]); + let input = input.reshape([ + 1, + config.input_channels, + config.image_size, + config.image_size, + ]); normalize(input, device) } - fn main() { let device = Default::default(); let config = DinoVisionTransformerConfig { @@ -109,19 +100,16 @@ fn main() { let spatial_size = elements.isqrt(); let x = output.reshape([n_samples, features]); - let binding = x.to_data() - .to_vec::() - .unwrap(); - let data: Vec<&[f32]> = binding - .chunks(config.embedding_dimension) - .collect(); + let binding = x.to_data().to_vec::().unwrap(); + let data: Vec<&[f32]> = binding.chunks(config.embedding_dimension).collect(); let tsne_features = tSNE::new(&data) .embedding_dim(3) .perplexity(10.0) .epochs(1000) .barnes_hut(0.5, |sample_a, sample_b| { - sample_a.iter() + sample_a + .iter() .zip(sample_b.iter()) .map(|(a, b)| (a - b).powi(2)) .sum::() @@ -137,20 +125,16 @@ fn main() { col.mapv_inplace(|x| (x - min) / range); } - let tsne_features = tsne_features.to_shape([batch, spatial_size, spatial_size, 3]).unwrap(); + let tsne_features = tsne_features + .to_shape([batch, spatial_size, spatial_size, 3]) + .unwrap(); for (i, img) in tsne_features.outer_iter().enumerate() { - let collected: Vec = img.iter() - .map(|&x| (x * 255.0) - .max(0.0) - .min(255.0) as u8 - ).collect(); - let img = RgbImage::from_raw( - spatial_size as u32, - spatial_size as u32, - collected, - ) - .unwrap(); + let collected: Vec = img + .iter() + .map(|&x| (x * 255.0).max(0.0).min(255.0) as u8) + .collect(); + let img = RgbImage::from_raw(spatial_size as u32, spatial_size as u32, collected).unwrap(); let output_directory = std::path::Path::new("output/tsne"); std::fs::create_dir_all(output_directory).unwrap(); diff --git a/src/correctness.rs b/src/correctness.rs new file mode 100644 index 0000000..485686b --- /dev/null +++ b/src/correctness.rs @@ -0,0 +1,363 @@ +use std::{fmt, fs, path::Path}; + +use burn::{ + module::Module, + prelude::*, + record::{FullPrecisionSettings, NamedMpkFileRecorder, RecorderError}, + tensor::Tensor, +}; +use safetensors::tensor::{SafeTensors, TensorView}; + +use crate::model::dino::{DinoVisionTransformer, DinoVisionTransformerConfig}; + +type TensorPayload = (Vec, [usize; D]); +type TensorPayloadResult = Result, CorrectnessError>; +type OptionalTensorPayloadResult = + Result>, CorrectnessError>; + +#[derive(Debug)] +pub struct CorrectnessReference { + pub network_input: Vec, + pub network_input_shape: [usize; 4], + pub x_norm_patchtokens: Vec, + pub x_norm_patchtokens_shape: [usize; 3], + pub x_norm_clstoken: Vec, + pub x_norm_clstoken_shape: [usize; 2], + pub x_norm_regtokens: Option>, + pub x_norm_regtokens_shape: Option<[usize; 3]>, +} + +impl CorrectnessReference { + pub fn load(path: impl AsRef) -> Result { + let path = path.as_ref(); + let bytes = fs::read(path)?; + let tensors = SafeTensors::deserialize(&bytes)?; + + let (network_input, network_shape) = read_tensor::<4>(&tensors, "network_input")?; + let (patchtokens, patch_shape) = read_tensor::<3>(&tensors, "x_norm_patchtokens")?; + let (clstoken, cls_shape) = read_tensor::<2>(&tensors, "x_norm_clstoken")?; + let regtokens = read_tensor_optional::<3>(&tensors, "x_norm_regtokens")?; + let (reg_values, reg_shape) = match regtokens { + Some((values, shape)) => (Some(values), Some(shape)), + None => (None, None), + }; + + Ok(Self { + network_input, + network_input_shape: network_shape, + x_norm_patchtokens: patchtokens, + x_norm_patchtokens_shape: patch_shape, + x_norm_clstoken: clstoken, + x_norm_clstoken_shape: cls_shape, + x_norm_regtokens: reg_values, + x_norm_regtokens_shape: reg_shape, + }) + } +} + +#[derive(Debug)] +pub struct MetricStats { + pub mean_abs: f32, + pub max_abs: f32, + pub max_rel: f32, + pub mse: f32, +} + +#[derive(Debug)] +pub struct CorrectnessStats { + pub cls_token: MetricStats, + pub patch_tokens: MetricStats, + pub register_tokens: Option, +} + +impl CorrectnessStats { + pub fn within_defaults(&self) -> bool { + let patch_ok = self.patch_tokens.max_abs <= PATCH_TOKENS_MAX_ABS + && self.patch_tokens.mse <= PATCH_TOKENS_MSE + && self.patch_tokens.mean_abs <= PATCH_TOKENS_MEAN_ABS + && self.cls_token.max_abs <= CLS_TOKEN_MAX_ABS; + + let register_ok = self + .register_tokens + .as_ref() + .map(|stats| { + stats.max_abs <= PATCH_TOKENS_MAX_ABS + && stats.mse <= PATCH_TOKENS_MSE + && stats.mean_abs <= PATCH_TOKENS_MEAN_ABS + }) + .unwrap_or(true); + + patch_ok && register_ok + } +} + +pub const PATCH_TOKENS_MAX_ABS: f32 = 2e-2; +pub const PATCH_TOKENS_MEAN_ABS: f32 = 3e-3; +pub const PATCH_TOKENS_MSE: f32 = 2e-2; +pub const CLS_TOKEN_MAX_ABS: f32 = 1e-2; + +pub fn load_model_from_checkpoint( + config: &DinoVisionTransformerConfig, + checkpoint_path: impl AsRef, + device: &B::Device, +) -> Result, CorrectnessError> { + let recorder = NamedMpkFileRecorder::::new(); + DinoVisionTransformer::new(device, config.clone()) + .load_file(checkpoint_path.as_ref(), &recorder, device) + .map_err(CorrectnessError::Recorder) +} + +pub fn run_correctness( + model: &DinoVisionTransformer, + reference: &CorrectnessReference, + device: &B::Device, +) -> Result { + let outputs = collect_outputs(model, reference, device)?; + let register_stats = outputs.burn_regtokens.as_ref().and_then(|burn| { + outputs + .torch_regtokens + .as_ref() + .map(|torch| compute_stats(burn, torch)) + }); + + Ok(CorrectnessStats { + cls_token: compute_stats(&outputs.burn_clstoken, &outputs.torch_clstoken), + patch_tokens: compute_stats(&outputs.burn_patchtokens, &outputs.torch_patchtokens), + register_tokens: register_stats, + }) +} + +pub struct CorrectnessOutputs { + pub burn_patchtokens: Vec, + pub torch_patchtokens: Vec, + pub burn_clstoken: Vec, + pub torch_clstoken: Vec, + pub burn_regtokens: Option>, + pub torch_regtokens: Option>, +} + +pub fn collect_outputs( + model: &DinoVisionTransformer, + reference: &CorrectnessReference, + device: &B::Device, +) -> Result { + let input = Tensor::::from_floats(reference.network_input.as_slice(), device).reshape([ + reference.network_input_shape[0] as i32, + reference.network_input_shape[1] as i32, + reference.network_input_shape[2] as i32, + reference.network_input_shape[3] as i32, + ]); + + let output = model.forward(input, None); + + let patchtokens = tensor_to_vec(output.x_norm_patchtokens.clone())?; + let clstoken = tensor_to_vec(output.x_norm_clstoken.clone())?; + let regtokens = if let Some(reg) = output.x_norm_regtokens.clone() { + Some(tensor_to_vec(reg)?) + } else { + None + }; + + if patchtokens.len() != reference.x_norm_patchtokens.len() { + return Err(CorrectnessError::LengthMismatch { + tensor: "x_norm_patchtokens", + expected: reference.x_norm_patchtokens.len(), + actual: patchtokens.len(), + }); + } + + if clstoken.len() != reference.x_norm_clstoken.len() { + return Err(CorrectnessError::LengthMismatch { + tensor: "x_norm_clstoken", + expected: reference.x_norm_clstoken.len(), + actual: clstoken.len(), + }); + } + + if let Some(torch_regs) = &reference.x_norm_regtokens { + match ®tokens { + Some(burn_regs) => { + if burn_regs.len() != torch_regs.len() { + return Err(CorrectnessError::LengthMismatch { + tensor: "x_norm_regtokens", + expected: torch_regs.len(), + actual: burn_regs.len(), + }); + } + } + None => { + return Err(CorrectnessError::MissingTensor("x_norm_regtokens")); + } + } + } else if regtokens.is_some() { + return Err(CorrectnessError::LengthMismatch { + tensor: "x_norm_regtokens", + expected: 0, + actual: regtokens.as_ref().map(|v| v.len()).unwrap_or_default(), + }); + } + + Ok(CorrectnessOutputs { + burn_patchtokens: patchtokens, + torch_patchtokens: reference.x_norm_patchtokens.clone(), + burn_clstoken: clstoken, + torch_clstoken: reference.x_norm_clstoken.clone(), + burn_regtokens: regtokens, + torch_regtokens: reference.x_norm_regtokens.clone(), + }) +} + +fn compute_stats(burn: &[f32], torch: &[f32]) -> MetricStats { + let mut sum_abs = 0.0f32; + let mut max_abs = 0.0f32; + let mut max_rel = 0.0f32; + let mut mse = 0.0f32; + + for (&lhs, &rhs) in burn.iter().zip(torch.iter()) { + let diff = lhs - rhs; + let abs = diff.abs(); + sum_abs += abs; + max_abs = max_abs.max(abs); + if rhs.abs() > f32::EPSILON { + max_rel = max_rel.max(abs / rhs.abs()); + } + mse += diff.powi(2); + } + + let len = burn.len() as f32; + MetricStats { + mean_abs: sum_abs / len, + max_abs, + max_rel, + mse: mse / len, + } +} + +fn read_tensor( + tensors: &SafeTensors<'_>, + name: &'static str, +) -> TensorPayloadResult { + let view = tensors + .tensor(name) + .map_err(|_| CorrectnessError::MissingTensor(name))?; + let shape: [usize; D] = + view.shape() + .try_into() + .map_err(|_| CorrectnessError::UnexpectedRank { + tensor: name, + expected: D, + actual: view.shape().len(), + })?; + + Ok((tensor_view_to_vec(&view), shape)) +} + +fn read_tensor_optional( + tensors: &SafeTensors<'_>, + name: &'static str, +) -> OptionalTensorPayloadResult { + match tensors.tensor(name) { + Ok(view) => { + let shape: [usize; D] = + view.shape() + .try_into() + .map_err(|_| CorrectnessError::UnexpectedRank { + tensor: name, + expected: D, + actual: view.shape().len(), + })?; + Ok(Some((tensor_view_to_vec(&view), shape))) + } + Err(_) => Ok(None), + } +} + +fn tensor_view_to_vec(view: &TensorView<'_>) -> Vec { + view.data() + .chunks_exact(4) + .map(|chunk| { + let bytes: [u8; 4] = chunk.try_into().unwrap(); + f32::from_le_bytes(bytes) + }) + .collect() +} + +fn tensor_to_vec( + tensor: Tensor, +) -> Result, CorrectnessError> { + tensor + .into_data() + .convert::() + .to_vec::() + .map_err(|err| CorrectnessError::TensorData(format!("{err:?}"))) +} + +#[derive(Debug)] +pub enum CorrectnessError { + Io(std::io::Error), + Safetensors(safetensors::SafeTensorError), + MissingTensor(&'static str), + UnexpectedRank { + tensor: &'static str, + expected: usize, + actual: usize, + }, + LengthMismatch { + tensor: &'static str, + expected: usize, + actual: usize, + }, + TensorData(String), + Recorder(RecorderError), +} + +impl fmt::Display for CorrectnessError { + fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result { + match self { + Self::Io(err) => write!(f, "io error: {err}"), + Self::Safetensors(err) => write!(f, "safetensors error: {err}"), + Self::MissingTensor(name) => write!(f, "tensor `{name}` missing from reference"), + Self::UnexpectedRank { + tensor, + expected, + actual, + } => write!( + f, + "tensor `{tensor}` rank mismatch: expected {expected}, got {actual}" + ), + Self::LengthMismatch { + tensor, + expected, + actual, + } => write!( + f, + "tensor `{tensor}` length mismatch: expected {expected}, got {actual}" + ), + Self::TensorData(err) => write!(f, "tensor serialization error: {err}"), + Self::Recorder(err) => write!(f, "recorder error: {err}"), + } + } +} + +impl std::error::Error for CorrectnessError { + fn source(&self) -> Option<&(dyn std::error::Error + 'static)> { + match self { + Self::Io(err) => Some(err), + Self::Safetensors(err) => Some(err), + Self::Recorder(err) => Some(err), + _ => None, + } + } +} + +impl From for CorrectnessError { + fn from(err: std::io::Error) -> Self { + Self::Io(err) + } +} + +impl From for CorrectnessError { + fn from(err: safetensors::SafeTensorError) -> Self { + Self::Safetensors(err) + } +} diff --git a/src/layers/attention.rs b/src/layers/attention.rs index 70508a2..99c7411 100644 --- a/src/layers/attention.rs +++ b/src/layers/attention.rs @@ -1,13 +1,9 @@ use burn::{ prelude::*, - tensor::activation::{ - quiet_softmax, - softmax, - }, + tensor::activation::{quiet_softmax, softmax}, }; - -#[derive(Config)] +#[derive(Config, Debug)] pub struct AttentionConfig { pub dim: usize, pub num_heads: usize, @@ -38,7 +34,6 @@ impl AttentionConfig { } } - #[derive(Module, Debug)] pub struct Attention { pub qkv: nn::Linear, @@ -51,10 +46,7 @@ pub struct Attention { } impl Attention { - pub fn new( - device: &B::Device, - config: AttentionConfig, - ) -> Self { + pub fn new(device: &B::Device, config: AttentionConfig) -> Self { let head_dim = config.dim / config.num_heads; let scale = (head_dim as f32).powf(-0.5); @@ -85,13 +77,15 @@ impl Attention { pub fn forward(&self, x: Tensor) -> Tensor { let [B, N, C] = x.shape().dims(); - let qkv = self.qkv.forward(x) + let qkv = self + .qkv + .forward(x) .reshape([B, N, 3, self.num_heads, C / self.num_heads]) .permute([2, 0, 3, 1, 4]); - let q: Tensor = qkv.clone().slice([0..1]).squeeze(0) * self.scale; - let k = qkv.clone().slice([1..2]).squeeze(0); - let v = qkv.slice([2..3]).squeeze(0); + let q: Tensor = qkv.clone().slice([0..1]).squeeze_dim(0) * self.scale; + let k = qkv.clone().slice([1..2]).squeeze_dim(0); + let v = qkv.slice([2..3]).squeeze_dim(0); let attn = q.matmul(k.swap_dims(2, 3)); @@ -103,9 +97,7 @@ impl Attention { let attn = self.attn_drop.forward(attn); - let x = attn.matmul(v) - .swap_dims(1, 2) - .reshape([B, N, C]); + let x = attn.matmul(v).swap_dims(1, 2).reshape([B, N, C]); let x = self.proj.forward(x); self.proj_drop.forward(x) diff --git a/src/layers/block.rs b/src/layers/block.rs index 718e4e7..e61ab61 100644 --- a/src/layers/block.rs +++ b/src/layers/block.rs @@ -1,26 +1,13 @@ use burn::prelude::*; use crate::layers::{ - attention::{ - Attention, - AttentionConfig, - }, - layer_norm::{ - LayerNorm, - LayerNormConfig, - }, - layer_scale::{ - LayerScale, - LayerScaleConfig, - }, - mlp::{ - Mlp, - MlpConfig, - } + attention::{Attention, AttentionConfig}, + layer_norm::{LayerNorm, LayerNormConfig}, + layer_scale::{LayerScale, LayerScaleConfig}, + mlp::{Mlp, MlpConfig}, }; - -#[derive(Config)] +#[derive(Config, Debug)] pub struct BlockConfig { pub attn: AttentionConfig, pub layer_scale: Option, @@ -43,14 +30,12 @@ impl BlockConfig { } } - #[derive(Module, Debug)] pub struct Block { norm1: LayerNorm, attn: Attention, ls1: Option>, // TODO: drop_path_1 - norm2: LayerNorm, mlp: Mlp, ls2: Option>, @@ -58,10 +43,7 @@ pub struct Block { } impl Block { - pub fn new( - device: &B::Device, - config: BlockConfig, - ) -> Self { + pub fn new(device: &B::Device, config: BlockConfig) -> Self { let norm1 = LayerNormConfig::new(config.attn.dim).init(device); let attn = config.attn.init(device); @@ -98,11 +80,7 @@ impl Block { } } - pub fn forward( - &self, - x: Tensor, - ) -> Tensor - { + pub fn forward(&self, x: Tensor) -> Tensor { // TODO: implement train mode drop_path and `drop_add_residual_stochastic_depth` for sample_drop_ratio > 0.1 let norm = self.norm1.forward(x.clone()); diff --git a/src/layers/layer_norm.rs b/src/layers/layer_norm.rs index 9d00244..6da9c6c 100644 --- a/src/layers/layer_norm.rs +++ b/src/layers/layer_norm.rs @@ -1,11 +1,6 @@ -use burn::{ - prelude::*, - module::Param, - nn::Initializer, -}; +use burn::{module::Param, nn::Initializer, prelude::*}; - -#[derive(Config)] +#[derive(Config, Debug)] pub struct LayerNormConfig { pub dim: usize, } @@ -22,7 +17,6 @@ impl LayerNormConfig { } } - #[derive(Module, Debug)] pub struct LayerNorm { pub gamma: Param>, @@ -30,17 +24,11 @@ pub struct LayerNorm { } impl LayerNorm { - pub fn new( - device: &B::Device, - config: &LayerNormConfig, - ) -> Self { + pub fn new(device: &B::Device, config: &LayerNormConfig) -> Self { let gamma = Initializer::Ones.init([config.dim], device); let beta = Initializer::Zeros.init([config.dim], device); - Self { - gamma, - beta, - } + Self { gamma, beta } } pub fn forward(&self, x: Tensor) -> Tensor { @@ -50,7 +38,7 @@ impl LayerNorm { let diff = x.clone().sub(mean); let var = diff.clone().powi_scalar(2).sum_dim(D - 1).div_scalar(n); - let input_normalized = diff.div(var.add_scalar(1e-5).sqrt()); + let input_normalized = diff.div(var.add_scalar(1e-6).sqrt()); // TODO: numerically different than torch layernorm, write test input_normalized diff --git a/src/layers/layer_scale.rs b/src/layers/layer_scale.rs index a7f0924..28729af 100644 --- a/src/layers/layer_scale.rs +++ b/src/layers/layer_scale.rs @@ -1,11 +1,6 @@ -use burn::{ - prelude::*, - module::Param, - nn::Initializer, -}; +use burn::{module::Param, nn::Initializer, prelude::*}; - -#[derive(Config)] +#[derive(Config, Debug)] pub struct LayerScaleConfig { pub dim: usize, } @@ -22,22 +17,16 @@ impl LayerScaleConfig { } } - #[derive(Module, Debug)] pub struct LayerScale { pub gamma: Param>, } impl LayerScale { - pub fn new( - device: &B::Device, - config: &LayerScaleConfig, - ) -> Self { + pub fn new(device: &B::Device, config: &LayerScaleConfig) -> Self { let gamma = Initializer::Constant { value: 1e-5 }.init([config.dim], device); - Self { - gamma, - } + Self { gamma } } pub fn forward(&self, x: Tensor) -> Tensor { diff --git a/src/layers/mlp.rs b/src/layers/mlp.rs index 47c1789..7f4f702 100644 --- a/src/layers/mlp.rs +++ b/src/layers/mlp.rs @@ -1,7 +1,6 @@ use burn::prelude::*; - -#[derive(Config)] +#[derive(Config, Debug)] pub struct MlpConfig { pub in_features: usize, pub hidden_features: Option, @@ -16,7 +15,6 @@ impl MlpConfig { } } - #[derive(Module, Debug)] pub struct Mlp { pub act: nn::Gelu, @@ -26,10 +24,7 @@ pub struct Mlp { } impl Mlp { - fn new( - device: &B::Device, - config: MlpConfig, - ) -> Self { + fn new(device: &B::Device, config: MlpConfig) -> Self { let hidden_features = config.hidden_features.unwrap_or(config.in_features); let fc1 = nn::LinearConfig::new(config.in_features, hidden_features) .with_bias(config.bias.unwrap_or(false)) diff --git a/src/layers/patch_embed.rs b/src/layers/patch_embed.rs index e200c97..7d880ec 100644 --- a/src/layers/patch_embed.rs +++ b/src/layers/patch_embed.rs @@ -1,7 +1,6 @@ use burn::prelude::*; - -#[derive(Config)] +#[derive(Config, Debug)] pub struct PatchEmbedConfig { pub image_size: usize, pub patch_size: usize, @@ -26,34 +25,26 @@ impl PatchEmbedConfig { } } - #[derive(Module, Debug)] pub struct PatchEmbed { proj: nn::conv::Conv2d, } impl PatchEmbed { - pub fn new( - device: &B::Device, - config: PatchEmbedConfig, - ) -> Self { + pub fn new(device: &B::Device, config: PatchEmbedConfig) -> Self { let kernel_size = [config.patch_size, config.patch_size]; let proj = nn::conv::Conv2dConfig::new( - [config.input_channels, config.embedding_dimension], - kernel_size, - ) - .with_stride(kernel_size) - .init(device); + [config.input_channels, config.embedding_dimension], + kernel_size, + ) + .with_stride(kernel_size) + .init(device); - Self { - proj, - } + Self { proj } } #[allow(non_snake_case)] pub fn forward(&self, x: Tensor) -> Tensor { - self.proj.forward(x) - .flatten(2, 3) - .swap_dims(1, 2) + self.proj.forward(x).flatten(2, 3).swap_dims(1, 2) } } diff --git a/src/lib.rs b/src/lib.rs index e0bd0fb..04d61dd 100644 --- a/src/lib.rs +++ b/src/lib.rs @@ -1,2 +1,51 @@ +pub mod correctness; pub mod layers; pub mod model; + +#[cfg(test)] +mod tests { + use super::model::dino::{DinoVisionTransformer, DinoVisionTransformerConfig}; + use burn::prelude::*; + + #[cfg(feature = "backend_ndarray")] + type NdArrayBackend = burn::backend::NdArray; + + fn test_config() -> DinoVisionTransformerConfig { + DinoVisionTransformerConfig::vits(None, None) + } + + fn build_model(device: &B::Device) -> DinoVisionTransformer { + DinoVisionTransformer::new(device, test_config()) + } + + #[test] + #[cfg(feature = "backend_ndarray")] + fn dino_initializes_ndarray() { + let device = ::Device::default(); + let _ = build_model::(&device); + } + + #[test] + #[cfg(feature = "backend_ndarray")] + fn dino_roundtrip_record_ndarray() { + let device = ::Device::default(); + let model = build_model::(&device); + let record = model.clone().into_record(); + let loaded = build_model::(&device).load_record(record); + let size = loaded.pos_embed.shape().dims[2]; + assert_eq!(size, model.pos_embed.shape().dims[2]); + } + + #[test] + #[cfg(feature = "backend_ndarray")] + fn dino_runs_inference_ndarray() { + let device = ::Device::default(); + let config = test_config(); + let embed_dim = config.embedding_dimension; + let image_size = config.image_size; + let model = DinoVisionTransformer::new(&device, config); + let input = Tensor::::zeros([1, 3, image_size, image_size], &device); + let output = model.forward(input, None); + assert_eq!(output.x_norm_patchtokens.shape().dims[2], embed_dim); + } +} diff --git a/src/model/dino.rs b/src/model/dino.rs index f990dc9..fc4eef7 100644 --- a/src/model/dino.rs +++ b/src/model/dino.rs @@ -1,31 +1,18 @@ use burn::{ - prelude::*, module::Param, - nn::{ - Gelu, - Initializer, - }, + nn::{Gelu, Initializer}, + prelude::*, }; use crate::layers::{ attention::AttentionConfig, - block::{ - Block, - BlockConfig, - }, - layer_norm::{ - LayerNorm, - LayerNormConfig, - }, + block::{Block, BlockConfig}, + layer_norm::{LayerNorm, LayerNormConfig}, layer_scale::LayerScaleConfig, - patch_embed::{ - PatchEmbed, - PatchEmbedConfig, - }, + patch_embed::{PatchEmbed, PatchEmbedConfig}, }; - -#[derive(Config)] +#[derive(Config, Debug)] pub struct DinoVisionTransformerConfig { pub image_size: usize, pub patch_size: usize, @@ -35,6 +22,14 @@ pub struct DinoVisionTransformerConfig { pub block_config: BlockConfig, pub positional_encoding_interpolate: nn::interpolate::Interpolate2dConfig, pub num_patches: usize, + #[config(default = "0")] + pub register_token_count: usize, + + #[config(default = "true")] + pub use_register_tokens: bool, + + #[config(default = "true")] + pub normalize_intermediate_tokens: bool, #[config(default = "Initializer::Normal{mean:0.02, std:1.0}")] pub initializer: Initializer, @@ -71,11 +66,10 @@ impl DinoVisionTransformerConfig { BlockConfig { attn: AttentionConfig { dim, + quiet_softmax: false, ..Default::default() }, - layer_scale: LayerScaleConfig { - dim, - }.into(), + layer_scale: LayerScaleConfig { dim }.into(), ..Default::default() }, nn::interpolate::Interpolate2dConfig { @@ -99,7 +93,8 @@ impl DinoVisionTransformerConfig { }, layer_scale: LayerScaleConfig { dim: embedding_dimension, - }.into(), + } + .into(), ..Default::default() }, ..Self::from_size(image_size, patch_size) @@ -123,7 +118,8 @@ impl DinoVisionTransformerConfig { }, layer_scale: LayerScaleConfig { dim: embedding_dimension, - }.into(), + } + .into(), ..Default::default() }, ..Self::from_size(image_size, patch_size) @@ -143,42 +139,54 @@ impl DinoVisionTransformerConfig { }, layer_scale: LayerScaleConfig { dim: embedding_dimension, - }.into(), + } + .into(), ..Default::default() }, ..Self::from_size(image_size, patch_size) } } -} + pub fn with_register_tokens(mut self, count: usize) -> Self { + self.register_token_count = count; + self.use_register_tokens = count > 0; + self + } + + pub fn without_register_tokens(mut self) -> Self { + self.register_token_count = 0; + self.use_register_tokens = false; + self + } +} #[derive(Debug, Clone)] pub struct DinoOutput { pub x_norm_clstoken: Tensor, pub x_norm_patchtokens: Tensor, + pub x_norm_regtokens: Option>, pub x_prenorm: Tensor, pub masks: Option>, } - #[derive(Module, Debug)] pub struct DinoVisionTransformer { activation: Gelu, cls_token: Param>, pub pos_embed: Param>, mask_token: Param>, + register_tokens: Option>>, interpolate: nn::interpolate::Interpolate2d, patch_embed: PatchEmbed, norm: LayerNorm, blocks: Vec>, patch_size: usize, + register_token_count: usize, + normalize_intermediate_tokens: bool, } impl DinoVisionTransformer { - pub fn new( - device: &B::Device, - config: DinoVisionTransformerConfig, - ) -> Self { + pub fn new(device: &B::Device, config: DinoVisionTransformerConfig) -> Self { // TODO: initialize cls_token and pos_embed with trainable weights // trunc_normal_(self.pos_embed, std=0.02) // nn.init.normal_(self.cls_token, std=1e-6) @@ -190,21 +198,42 @@ impl DinoVisionTransformer { // if module.bias is not None: // nn.init.zeros_(module.bias) - let cls_token = config.initializer.init( - [1, 1, config.embedding_dimension], - device, - ); + let cls_token = config + .initializer + .init([1, 1, config.embedding_dimension], device); - let num_tokens = 1; + let num_tokens = 1 + if config.use_register_tokens { + config.register_token_count + } else { + 0 + }; let pos_embed = config.initializer.init( - [1, config.num_patches + num_tokens, config.embedding_dimension], + [ + 1, + config.num_patches + num_tokens, + config.embedding_dimension, + ], device, ); - let mask_token = config.initializer.init( - [1, config.embedding_dimension], - device, - ); + let mask_token = config + .initializer + .init([1, config.embedding_dimension], device); + + let register_tokens = if config.use_register_tokens && config.register_token_count > 0 { + Some( + Initializer::Normal { + mean: 0.0, + std: 1e-6, + } + .init( + [1, config.register_token_count, config.embedding_dimension], + device, + ), + ) + } else { + None + }; let interpolate = config.positional_encoding_interpolate.init(); @@ -213,10 +242,10 @@ impl DinoVisionTransformer { config.patch_size, config.input_channels, config.embedding_dimension, - ).init(device); + ) + .init(device); - let norm: LayerNorm = LayerNormConfig::new(config.embedding_dimension) - .init(device); + let norm: LayerNorm = LayerNormConfig::new(config.embedding_dimension).init(device); let mut blocks = Vec::with_capacity(config.depth); for _ in 0..config.depth { @@ -224,58 +253,100 @@ impl DinoVisionTransformer { blocks.push(block); } + let register_token_count = if config.use_register_tokens { + config.register_token_count + } else { + 0 + }; + Self { activation: Gelu::new(), cls_token, pos_embed, mask_token, + register_tokens, interpolate, patch_embed, norm, blocks, patch_size: config.patch_size, + register_token_count, + normalize_intermediate_tokens: config.normalize_intermediate_tokens, } } - #[allow(non_snake_case)] - pub fn interpolate_pos_encoding( + fn finalize_output( &self, - x: Tensor, - W: usize, - H: usize, - ) -> Tensor { - let npatch = x.shape().dims[1] - 1; - let N = self.pos_embed.shape().dims[1] - 1; + tokens: Tensor, + masks: Option>, + ) -> DinoOutput { + let x_norm = self.norm.forward(tokens.clone()); - if npatch == N && W == H { - return self.pos_embed.val().clone(); + let b_dim = tokens.shape().dims[0]; + let n_dim = tokens.shape().dims[1]; + let reg_count = self.register_token_count; + + let x_norm_clstoken = x_norm.clone().slice([0..b_dim, 0..1]).squeeze_dim(1); + let x_norm_regtokens = if reg_count > 0 { + Some(x_norm.clone().slice([0..b_dim, 1..(1 + reg_count)])) + } else { + None + }; + let patch_start = 1 + reg_count; + let x_norm_patchtokens = x_norm.clone().slice([0..b_dim, patch_start..n_dim]); + + DinoOutput { + x_norm_clstoken, + x_norm_patchtokens, + x_norm_regtokens, + x_prenorm: tokens, + masks, } + } + + #[allow(non_snake_case)] + pub fn interpolate_pos_encoding(&self, x: Tensor, W: usize, H: usize) -> Tensor { + let npatch = x.shape().dims[1] - 1; + let register_offset = self.register_token_count; + let tokens_start = 1 + register_offset; + let N = self.pos_embed.shape().dims[1] - tokens_start; let b_dim = self.pos_embed.shape().dims[0]; let n_dim = self.pos_embed.shape().dims[1]; // let c_dim: usize = self.pos_embed.shape().dims[2]; - let class_pos_embed: Tensor = self.pos_embed.val().clone().slice([0..b_dim, 0..1]).squeeze(1); - let patch_pos_embed = self.pos_embed.val().clone().slice([0..b_dim, 1..n_dim]); + let class_pos_embed: Tensor = self + .pos_embed + .val() + .clone() + .slice([0..b_dim, 0..1]) + .squeeze_dim(1); + let patch_pos_embed = self + .pos_embed + .val() + .clone() + .slice([0..b_dim, tokens_start..n_dim]); + + if npatch == N && W == H { + return Tensor::cat(vec![class_pos_embed.unsqueeze_dim(0), patch_pos_embed], 1); + } + let dim = x.shape().dims[2]; let M = N.isqrt(); - assert!( - N == M * M, - "number of patches should be a square number", - ); + assert!(N == M * M, "number of patches should be a square number",); - let patch_pos_embed = self.interpolate.forward( - patch_pos_embed.reshape([1, M, M, dim]).permute([0, 3, 1, 2]), - ).permute([0, 2, 3, 1]).reshape([1_i32, -1, dim as i32]); + let patch_pos_embed = self + .interpolate + .forward( + patch_pos_embed + .reshape([1, M, M, dim]) + .permute([0, 3, 1, 2]), + ) + .permute([0, 2, 3, 1]) + .reshape([1_i32, -1, dim as i32]); - Tensor::cat( - vec![ - class_pos_embed.unsqueeze_dim(0), - patch_pos_embed, - ], - 1, - ) + Tensor::cat(vec![class_pos_embed.unsqueeze_dim(0), patch_pos_embed], 1) } #[allow(non_snake_case)] @@ -295,73 +366,64 @@ impl DinoVisionTransformer { }; let x = Tensor::cat( - vec![self.cls_token.val().expand([x.shape().dims[0] as i64, -1, -1]), x], - 1 + vec![ + self.cls_token + .val() + .expand([x.shape().dims[0] as i64, -1, -1]), + x, + ], + 1, ); let residual = self.interpolate_pos_encoding(x.clone(), W, H); - x + residual.clone() + let x = x + residual; + + if let Some(register_tokens) = &self.register_tokens { + let cls = x.clone().slice([0..x.shape().dims[0], 0..1]); + let patches = x + .clone() + .slice([0..x.shape().dims[0], 1..x.shape().dims[1]]); + let registers = register_tokens + .val() + .expand([x.shape().dims[0] as i64, -1, -1]); + Tensor::cat(vec![cls, registers, patches], 1) + } else { + x + } } #[allow(non_snake_case)] - pub fn intermediate_layers( + pub fn forward_with_intermediate_tokens( &self, x: Tensor, layers: &[usize], - ) -> ( - Vec>, - Vec>, - ) { - let mut x = self.prepare_tokens_with_masks(x, None); - - let mut class_tokens = Vec::with_capacity(layers.len()); - let mut output = Vec::with_capacity(layers.len()); - - for (i, block) in self.blocks.iter().enumerate() { - x = block.forward(x); - - if layers.contains(&i) { - let x = self.norm.forward(x.clone()); - - let class_token: Tensor = x.clone().slice([0..x.shape().dims[0], 0..1]).squeeze(1); - let out = x.clone().slice([0..x.shape().dims[0], 1..x.shape().dims[1]]); - - let [B, _, W, H] = x.shape().dims(); - let reshaped = out.reshape([B as i32, (W / self.patch_size) as i32, (H / self.patch_size) as i32, -1]) - .permute([0, 3, 1, 2]); - - class_tokens.push(class_token); - output.push(reshaped); + ) -> (DinoOutput, Vec>) { + let mut tokens = self.prepare_tokens_with_masks(x, None); + let mut outputs = Vec::with_capacity(layers.len()); + + for (index, block) in self.blocks.iter().enumerate() { + tokens = block.forward(tokens); + + if layers.contains(&index) { + if self.normalize_intermediate_tokens { + outputs.push(self.norm.forward(tokens.clone())); + } else { + outputs.push(tokens.clone()); + } } } - (class_tokens, output) + let output = self.finalize_output(tokens, None); + (output, outputs) } - pub fn forward( - &self, - x: Tensor, - masks: Option>, - ) -> DinoOutput { - let mut x = self.prepare_tokens_with_masks(x, None); + pub fn forward(&self, x: Tensor, masks: Option>) -> DinoOutput { + let mut tokens = self.prepare_tokens_with_masks(x, None); for block in &self.blocks { - x = block.forward(x); + tokens = block.forward(tokens); } - let x_norm = self.norm.forward(x.clone()); - - let b_dim = x.shape().dims[0]; - let n_dim = x.shape().dims[1]; - - let x_norm_clstoken = x_norm.clone().slice([0..b_dim, 0..1]).squeeze(1); - let x_norm_patchtokens = x_norm.clone().slice([0..b_dim, 1..n_dim]); - - DinoOutput { - x_norm_clstoken, - x_norm_patchtokens, - x_prenorm: x, - masks, - } + self.finalize_output(tokens, masks) } } diff --git a/src/model/pca.rs b/src/model/pca.rs index d6b8a76..c185b6b 100644 --- a/src/model/pca.rs +++ b/src/model/pca.rs @@ -1,11 +1,6 @@ -use burn::{ - prelude::*, - module::Param, - nn::Initializer, -}; +use burn::{module::Param, nn::Initializer, prelude::*}; - -#[derive(Config)] +#[derive(Config, Debug)] pub struct PcaTransformConfig { pub input_dim: usize, pub output_dim: usize, @@ -23,8 +18,6 @@ impl PcaTransformConfig { } } - - // mod linalg { // use burn::{ // prelude::*, @@ -58,7 +51,6 @@ impl PcaTransformConfig { // } // } - #[derive(Module, Debug)] pub struct PcaTransform { pub components: Param>, @@ -66,23 +58,14 @@ pub struct PcaTransform { } impl PcaTransform { - pub fn new( - device: &B::Device, - config: &PcaTransformConfig, - ) -> Self { + pub fn new(device: &B::Device, config: &PcaTransformConfig) -> Self { let components = Initializer::Ones.init([config.output_dim, config.input_dim], device); let mean = Initializer::Zeros.init([1, config.input_dim], device); - Self { - components, - mean, - } + Self { components, mean } } - pub fn forward( - &self, - x: Tensor, - ) -> Tensor { + pub fn forward(&self, x: Tensor) -> Tensor { let transformed = x.matmul(self.components.val().transpose()); transformed - self.mean.val().matmul(self.components.val().transpose()) } diff --git a/tests/correctness.rs b/tests/correctness.rs new file mode 100644 index 0000000..2116499 --- /dev/null +++ b/tests/correctness.rs @@ -0,0 +1,45 @@ +#![cfg(feature = "backend_ndarray")] + +use std::path::PathBuf; + +use burn::{backend::ndarray::NdArray, tensor::backend::Backend}; +use burn_dino::{ + correctness::{self, CorrectnessReference}, + model::dino::DinoVisionTransformerConfig, +}; + +type TestBackend = NdArray; + +#[test] +fn dinov2_vits14_matches_torch_reference() { + let checkpoint = PathBuf::from("assets/models/dinov2.mpk"); + let reference = PathBuf::from("assets/correctness/dinov2_vits14_reference.safetensors"); + + assert!( + checkpoint.exists(), + "Burn checkpoint {} missing. Run `cargo run --bin import --features import` first.", + checkpoint.display() + ); + assert!( + reference.exists(), + "Reference file {} missing. Run `python tool/correctness.py` first.", + reference.display() + ); + + let device = ::Device::default(); + let config = DinoVisionTransformerConfig::vits(None, None); + let reference_data = + CorrectnessReference::load(&reference).expect("Failed to load reference tensors"); + let model = + correctness::load_model_from_checkpoint::(&config, &checkpoint, &device) + .expect("Failed to load Burn checkpoint"); + let stats = + correctness::run_correctness(&model, &reference_data, &device).expect("Correctness run"); + + assert!( + stats.within_defaults(), + "Burn outputs diverge from Torch reference. patch max_abs={:.6}, mse={:.6}", + stats.patch_tokens.max_abs, + stats.patch_tokens.mse + ); +} diff --git a/tool/benchmark.rs b/tool/benchmark.rs index e5ba2ed..3bee853 100644 --- a/tool/benchmark.rs +++ b/tool/benchmark.rs @@ -1,28 +1,24 @@ -use burn::{ - prelude::*, - backend::Wgpu, -}; -use criterion::{ - BenchmarkId, - criterion_group, - criterion_main, - Criterion, - Throughput, -}; +#![cfg_attr(not(feature = "backend_wgpu"), allow(dead_code))] +#[cfg(feature = "backend_wgpu")] +use burn::{backend::wgpu::Wgpu, prelude::*}; +#[cfg(feature = "backend_wgpu")] use burn_dino::model::dino::DinoVisionTransformerConfig; +#[cfg(feature = "backend_wgpu")] +use criterion::{BenchmarkId, Criterion, Throughput, criterion_group, criterion_main}; - -criterion_group!{ +#[cfg(feature = "backend_wgpu")] +criterion_group! { name = ladon_burn_benchmarks; config = Criterion::default().sample_size(500); targets = inference_benchmark, } +#[cfg(feature = "backend_wgpu")] criterion_main!(ladon_burn_benchmarks); - +#[cfg(feature = "backend_wgpu")] fn inference_benchmark(c: &mut Criterion) { - let configs = vec![ + let configs = [ (DinoVisionTransformerConfig::vits(None, None), "vits"), (DinoVisionTransformerConfig::vitb(None, None), "vitb"), (DinoVisionTransformerConfig::vitl(None, None), "vitl"), @@ -32,16 +28,33 @@ fn inference_benchmark(c: &mut Criterion) { let mut group = c.benchmark_group("burn_dinov2_inference"); for (config, name) in configs.iter() { group.throughput(Throughput::Elements(1)); - group.bench_with_input( - BenchmarkId::new("vit", name), - &config, - |b, &config| { - let device = Default::default(); - let model = config.init(&device); - let input: Tensor = Tensor::zeros([1, config.input_channels, config.image_size, config.image_size], &device); + group.bench_with_input(BenchmarkId::new("vit", name), &config, |b, &config| { + let device = Default::default(); + let model = config.init(&device); + let input: Tensor = Tensor::zeros( + [ + 1, + config.input_channels, + config.image_size, + config.image_size, + ], + &device, + ); - b.iter(|| model.forward(input.clone(), None).x_norm_patchtokens.to_data()); - }, - ); + b.iter(|| { + model + .forward(input.clone(), None) + .x_norm_patchtokens + .to_data() + }); + }); } } + +#[cfg(not(feature = "backend_wgpu"))] +fn main() { + eprintln!( + "dinov2 benchmark requires `--features backend_wgpu` (fusion path). \ + Re-run with `cargo bench --features backend_wgpu`." + ); +} diff --git a/tool/import.rs b/tool/import.rs index c1b38ba..58fe21e 100644 --- a/tool/import.rs +++ b/tool/import.rs @@ -1,28 +1,26 @@ -use bevy_args::{ - parse_args, - Deserialize, - Parser, - Serialize, - ValueEnum, +use std::{ + fs, + path::{Path, PathBuf}, }; -use burn::record::{FullPrecisionSettings, NamedMpkFileRecorder, Recorder}; -use burn_import::pytorch::{LoadArgs, PyTorchFileRecorder}; -use burn_dino::model::{ - dino::DinoVisionTransformerRecord, - pca::PcaTransformRecord, +use bevy_args::{Deserialize, Parser, Serialize, ValueEnum, parse_args}; +use burn::{ + module::Module, + record::{FullPrecisionSettings, NamedMpkFileRecorder}, +}; +use burn_store::{ + ApplyResult, KeyRemapper, ModuleSnapshot, PyTorchToBurnAdapter, SafetensorsStore, }; +use burn_dino::{ + correctness::{self, CorrectnessReference}, + model::{ + dino::{DinoVisionTransformer, DinoVisionTransformerConfig}, + pca::{PcaTransform, PcaTransformConfig}, + }, +}; -#[derive( - Debug, - Default, - Clone, - PartialEq, - Serialize, - Deserialize, - ValueEnum, -)] +#[derive(Debug, Default, Clone, PartialEq, Serialize, Deserialize, ValueEnum)] pub enum VitType { #[default] Small, @@ -34,62 +32,312 @@ pub enum VitType { impl VitType { fn weights_file(&self) -> &'static str { match self { - Self::Small => "dinov2_vits14_pretrain.pth", - Self::Base => "dinov2_vitb14_pretrain.pth", - Self::Large => "dinov2_vitl14_pretrain.pth", - Self::Giant => "dinov2_vitg14_pretrain.pth", + Self::Small => "dinov2_vits14_pretrain.safetensors", + Self::Base => "dinov2_vitb14_pretrain.safetensors", + Self::Large => "dinov2_vitl14_pretrain.safetensors", + Self::Giant => "dinov2_vitg14_pretrain.safetensors", + } + } + + fn reference_file(&self) -> &'static str { + match self { + Self::Small => "dinov2_vits14_reference.safetensors", + Self::Base => "dinov2_vitb14_reference.safetensors", + Self::Large => "dinov2_vitl14_reference.safetensors", + Self::Giant => "dinov2_vitg14_reference.safetensors", + } + } + + fn config(&self) -> DinoVisionTransformerConfig { + match self { + Self::Small => DinoVisionTransformerConfig::vits(None, None), + Self::Base => DinoVisionTransformerConfig::vitb(None, None), + Self::Large => DinoVisionTransformerConfig::vitl(None, None), + Self::Giant => DinoVisionTransformerConfig::vitg(None, None), } } } -#[derive( - Clone, - Debug, - Default, - Serialize, - Deserialize, - Parser, -)] +#[derive(Clone, Debug, Default, Serialize, Deserialize, Parser)] #[command(about = "burn_dino import", version, long_about = None)] pub struct DinoImportConfig { #[arg(long, value_enum, default_value_t = VitType::Small)] pub vit_type: VitType, -} + #[arg(long)] + pub weights_path: Option, + + #[arg(long, default_value = "assets/models/dinov2")] + pub output: PathBuf, + + #[arg(long)] + pub reference: Option, + + #[arg(long)] + pub validate: bool, + + #[arg(long)] + pub register_tokens: Option, + + #[arg(long, default_value = "assets/models/face_pca.safetensors")] + pub pca_weights: PathBuf, + + #[arg(long, default_value = "assets/models/pca")] + pub pca_output: PathBuf, + + #[arg(long)] + pub skip_pca: bool, +} type Backend = burn::backend::NdArray; -fn main() { +fn main() -> Result<(), Box> { let args = parse_args::(); + let device = ::Device::default(); + let mut config = args.vit_type.config(); + if let Some(register_tokens) = args.register_tokens { + config = config.with_register_tokens(register_tokens); + } - let device = Default::default(); + let checkpoint_path = import_dino_weights(&device, &args, &config)?; - let weights_path = format!("./assets/models/{}", args.vit_type.weights_file()); - println!("loading weights from: {}", weights_path); + if !args.skip_pca { + import_pca_weights(&device, &args)?; + } - let load_args = LoadArgs::new(weights_path.into()) - .with_debug_print(); - let record: DinoVisionTransformerRecord = PyTorchFileRecorder::::default() - .load(load_args, &device) - .expect("failed to decode state"); + if args.validate { + let reference_path = args.reference.clone().unwrap_or_else(|| { + PathBuf::from("assets/correctness").join(args.vit_type.reference_file()) + }); + run_validation(&device, &checkpoint_path, &reference_path, &config)?; + } - let recorder = NamedMpkFileRecorder::::default(); - recorder - .record(record, "./assets/models/dinov2".into()) - .expect("failed to save model record"); + Ok(()) +} +fn import_dino_weights( + device: &::Device, + args: &DinoImportConfig, + config: &DinoVisionTransformerConfig, +) -> Result> { + let weights_path = args + .weights_path + .clone() + .unwrap_or_else(|| PathBuf::from("assets/models").join(args.vit_type.weights_file())); - // import safetensors -> mpk for PCA components, check if weights exist - let pca_weights = "./assets/models/face_pca.pth"; - let load_args = LoadArgs::new(pca_weights.into()) - .with_debug_print(); + if !weights_path.exists() { + if weights_path + .extension() + .map(|ext| ext.eq_ignore_ascii_case("safetensors")) + .unwrap_or(false) + { + let legacy = weights_path.with_extension("pth"); + if legacy.exists() { + return Err(format!( + "Safetensors checkpoint '{}' not found. Convert the PyTorch file `{}` using `python tool/export_weights.py --input {}`.", + weights_path.display(), + legacy.display(), + legacy.display() + ) + .into()); + } + } + return Err(format!( + "Checkpoint '{}' not found. Run `python tool/export_weights.py` first.", + weights_path.display() + ) + .into()); + } + + let (output_base, checkpoint_file) = normalize_output_paths(&args.output); + if let Some(parent) = output_base.parent() { + fs::create_dir_all(parent)?; + } - let record: PcaTransformRecord = PyTorchFileRecorder::::default() - .load(load_args, &device) - .expect("failed to decode state"); + println!("Loading PyTorch weights from {}", weights_path.display()); + + let mut model = DinoVisionTransformer::::new(device, config.clone()); + let mut store = build_dino_store(&weights_path)?; + let result = model + .load_from(&mut store) + .map_err(|err| format!("failed to apply PyTorch checkpoint: {err}"))?; + report_apply_result("dino", &result); + + model + .clone() + .save_file( + output_base.clone(), + &NamedMpkFileRecorder::::new(), + ) + .map_err(|err| format!("failed to save model record: {err}"))?; + + println!("Saved Burn checkpoint to {}", checkpoint_file.display()); + Ok(checkpoint_file) +} + +fn import_pca_weights( + device: &::Device, + args: &DinoImportConfig, +) -> Result<(), Box> { + if !args.pca_weights.exists() { + println!( + "Skipping PCA import. weights file '{}' not found. Run `python tool/export_weights.py --input assets/models/face_pca.pth` first.", + args.pca_weights.display() + ); + return Ok(()); + } + + let (output_base, output_file) = normalize_output_paths(&args.pca_output); + if let Some(parent) = output_base.parent() { + fs::create_dir_all(parent)?; + } - let recorder = NamedMpkFileRecorder::::default(); - recorder - .record(record, "./assets/models/pca".into()) - .expect("failed to save model record"); + let mut model = PcaTransform::::new(device, &PcaTransformConfig::default()); + let mut store = build_pca_store(&args.pca_weights)?; + let result = model + .load_from(&mut store) + .map_err(|err| format!("failed to apply PCA weights: {err}"))?; + report_apply_result("pca", &result); + + model + .clone() + .save_file( + output_base.clone(), + &NamedMpkFileRecorder::::new(), + ) + .map_err(|err| format!("failed to save PCA record: {err}"))?; + + println!("Saved PCA checkpoint to {}", output_file.display()); + Ok(()) +} + +fn run_validation( + device: &::Device, + checkpoint_path: &Path, + reference_path: &Path, + config: &DinoVisionTransformerConfig, +) -> Result<(), Box> { + if !reference_path.exists() { + println!( + "Reference file '{}' not found. Skipping correctness validation.", + reference_path.display() + ); + return Ok(()); + } + + println!( + "Validating Burn checkpoint against reference {}", + reference_path.display() + ); + + let reference = CorrectnessReference::load(reference_path)?; + let model = + correctness::load_model_from_checkpoint::(config, checkpoint_path, device)?; + + let stats = correctness::run_correctness(&model, &reference, device)?; + println!( + "patch_tokens: mean_abs={:.6}, max_abs={:.6}, mse={:.6}", + stats.patch_tokens.mean_abs, stats.patch_tokens.max_abs, stats.patch_tokens.mse + ); + println!( + "cls_token: mean_abs={:.6}, max_abs={:.6}, mse={:.6}", + stats.cls_token.mean_abs, stats.cls_token.max_abs, stats.cls_token.mse + ); + if let Some(reg) = stats.register_tokens.as_ref() { + println!( + "reg_tokens: mean_abs={:.6}, max_abs={:.6}, mse={:.6}", + reg.mean_abs, reg.max_abs, reg.mse + ); + } + + if stats.within_defaults() { + println!("Correctness validation passed."); + Ok(()) + } else { + Err( + "Burn output deviates from Torch reference beyond tolerance." + .to_string() + .into(), + ) + } +} + +fn normalize_output_paths(path: &Path) -> (PathBuf, PathBuf) { + let base = if path + .extension() + .map(|ext| ext.eq_ignore_ascii_case("mpk")) + .unwrap_or(false) + { + path.with_extension("") + } else { + path.to_path_buf() + }; + + let file = base.with_extension("mpk"); + (base, file) +} + +fn build_dino_store(path: &Path) -> Result> { + let mut remapper = KeyRemapper::new(); + for &(from, to) in key_remap_rules() { + remapper = remapper + .add_pattern(from, to) + .map_err(|err| format!("invalid remap rule {from}->{to}: {err}"))?; + } + + let store = SafetensorsStore::from_file(path) + .with_from_adapter(PyTorchToBurnAdapter) + .allow_partial(true) + .remap(remapper) + .validate(true); + + Ok(store) +} + +fn build_pca_store(path: &Path) -> Result> { + Ok(SafetensorsStore::from_file(path) + .with_from_adapter(PyTorchToBurnAdapter) + .allow_partial(true) + .validate(true)) +} + +fn key_remap_rules() -> &'static [(&'static str, &'static str)] { + &[ + (r"^(blocks\.\d+\.norm\d?)\.weight$", "$1.gamma"), + (r"^(blocks\.\d+\.norm\d?)\.bias$", "$1.beta"), + (r"^(norm)\.weight$", "$1.gamma"), + (r"^(norm)\.bias$", "$1.beta"), + ] +} + +fn report_apply_result(prefix: &str, result: &ApplyResult) { + println!( + "[IMPORT] {} tensors applied: {} (missing {}, unused {}, skipped {})", + prefix, + result.applied.len(), + result.missing.len(), + result.unused.len(), + result.skipped.len() + ); + + if !result.missing.is_empty() { + println!("[IMPORT] Missing {} tensor(s):", result.missing.len()); + for key in &result.missing { + println!(" - {key}"); + } + } + + if !result.unused.is_empty() { + println!("[IMPORT] Unused {} tensor(s):", result.unused.len()); + for key in &result.unused { + println!(" - {key}"); + } + } + + if !result.skipped.is_empty() { + println!("[IMPORT] Skipped {} tensor(s):", result.skipped.len()); + for key in &result.skipped { + println!(" - {key}"); + } + } } diff --git a/tool/standard.py b/tool/standard.py deleted file mode 100644 index c08361c..0000000 --- a/tool/standard.py +++ /dev/null @@ -1,52 +0,0 @@ -from PIL import Image -from safetensors.torch import save_file -import torch -from torchvision import transforms - -transform = transforms.Compose([ - transforms.Resize(520, interpolation=transforms.InterpolationMode.LANCZOS), - transforms.CenterCrop(518), - transforms.ToTensor(), - transforms.Normalize( - mean=[0.485, 0.456, 0.406], - std=[0.229, 0.224, 0.225] - ), -]) - -image = Image.open('./assets/images/dino_0.png') -input = transform(image).unsqueeze(0).cuda() - -dinov2_vits14 = torch.hub.load('facebookresearch/dinov2', 'dinov2_vits14').cuda().eval() -output = dinov2_vits14.forward_features(input)['x_norm_patchtokens'] - -all_outputs = { - 'input': input, - 'output': output, -} - -def debug_tensor(tensor, name): - print('\n') - print(f"{name}: {tensor.shape}") - - if isinstance(tensor, torch.Tensor): - min_val = tensor.min().item() - max_val = tensor.max().item() - mean_val = tensor.mean().item() - median_val = tensor.median().item() - - if torch.isnan(tensor).any() or torch.isinf(tensor).any(): - print(f"nan/inf in {name}") - else: - raise TypeError("Unsupported tensor type") - - print(f"min: {min_val}, max: {max_val}") - print(f"mean: {mean_val}, median: {median_val}") - - -debug_tensor(input, 'dino_input') -debug_tensor(output, 'dino_output') - -for name, tensor in all_outputs.items(): - debug_tensor(tensor, name) - -save_file(all_outputs, './assets/tensors/dino_0_small.st')