Struct DinoV2Config 

pub struct DinoV2Config {
    pub hidden_size: usize,
    pub num_hidden_layers: usize,
    pub num_attention_heads: usize,
    pub img_size: usize,
    pub patch_size: usize,
    pub mlp_ratio: f64,
    pub layer_norm_eps: f64,
    pub num_register_tokens: usize,
    pub num_classes: usize,
}

DINOv2 model configuration. vit_giant (SwiGLU MLP) is not yet supported — vit_small / vit_base / vit_large are.

Fields

hidden_size: usize

num_hidden_layers: usize

num_attention_heads: usize

img_size: usize

patch_size: usize

mlp_ratio: f64

layer_norm_eps: f64

num_register_tokens: usize

num_classes: usize

Number of ImageNet classes for the optional classifier head. Set to 0 to skip the head entirely (encoder-only output).

Implementations

impl DinoV2Config

pub fn from_file(path: &Path) -> Result<DinoV2Config, Error>

pub fn new( img_size: usize, depth: usize, embed_dim: usize, num_heads: usize, num_register_tokens: usize, ) -> DinoV2Config

pub fn intermediate_size(&self) -> usize

pub fn head_dim(&self) -> usize

pub fn num_patches(&self) -> usize

pub fn seq_len(&self) -> usize

pub fn patch_dim(&self) -> usize

pub fn vit_small(img_size: usize) -> DinoV2Config

pub fn vit_base(img_size: usize) -> DinoV2Config

pub fn vit_large(img_size: usize) -> DinoV2Config

Trait Implementations

impl Clone for DinoV2Config

fn clone(&self) -> DinoV2Config

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for DinoV2Config

fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DinoV2Config

fn deserialize<__D>( __deserializer: __D, ) -> Result<DinoV2Config, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.