Struct ModelConfig

Source

pub struct ModelConfig {Show 13 fields
    pub embed_dim: usize,
    pub depth: usize,
    pub heads: usize,
    pub head_dim: usize,
    pub mlp_dim_ratio: f64,
    pub use_geglu: bool,
    pub freqs: usize,
    pub patch_size: usize,
    pub patch_overlap: usize,
    pub attention_pooling: bool,
    pub n_outputs: usize,
    pub n_chans: usize,
    pub n_times: usize,
}

Expand description

Model and runtime configuration for REVE inference.

Field names match the REVE hyperparameters from the Python implementation.

Fields§

§embed_dim: usize

Embedding dimension (512 for REVE-Base, 1250 for REVE-Large).

§depth: usize

Number of Transformer layers.

§heads: usize

Number of attention heads.

§head_dim: usize

Dimension per attention head.

§mlp_dim_ratio: f64

FFN hidden dimension ratio: mlp_dim = embed_dim * mlp_dim_ratio.

§use_geglu: bool

Use GEGLU activation.

§freqs: usize

Number of frequencies for Fourier positional embedding.

§patch_size: usize

Temporal patch size in samples.

§patch_overlap: usize

Overlap between patches in samples.

§attention_pooling: bool

Use attention pooling for classification.

§n_outputs: usize

Number of output classes.

§n_chans: usize

Number of EEG channels.

§n_times: usize

Number of time samples per input.

Implementations§

Source §

impl ModelConfig

Source

pub fn inner_dim(&self) -> usize

Inner attention dimension: head_dim * heads.

Source

pub fn mlp_dim(&self) -> usize

FFN hidden dimension.

Source

pub fn ffn_in_features(&self) -> usize

GEGLU doubles the FFN input features.

Trait Implementations§

Source §

impl Clone for ModelConfig

Source §

fn clone(&self) -> ModelConfig

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

Source §

impl Debug for ModelConfig

Source §

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

Formats the value using the given formatter. Read more

Source §

impl Default for ModelConfig

Source §

fn default() -> Self

Returns the “default value” for a type. Read more

Source §

impl<'de> Deserialize<'de> for ModelConfig

Source §

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

Auto Trait Implementations§

§

impl UnwindSafe for ModelConfig

Blanket Implementations§

Source §

impl<T> Any for T
where T: 'static + ?Sized,

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

Source §

impl<T> CloneToUninit for T
where T: Clone,

Source §

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

impl<T, U> Into for T
where U: From<T>,

Source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §