Struct MultiGate 

pub struct MultiGate {
    pub layers: Vec<MultiGateResidual>,
    pub n_stream: usize,
    pub per_virtual: bool,
}

A stack of MultiGateResiduals for the enclosing Layers. When per_virtual is false there is one module per real layer (virtual layers reuse them by real index); when true there is one per virtual layer (each virtual pass owns its own).

Fields

layers: Vec<MultiGateResidual>

The MGR modules: length n_real_layers (per-real) or n_virtual_layers (per-virtual) — see Self::per_virtual.

n_stream: usize

Number of parallel residual streams n.

per_virtual: bool

true ⇒ one MGR per virtual layer (indexed by virtual position); false ⇒ one per real layer (reused across virtual passes by real index).

Implementations

impl MultiGate

pub fn module_index(&self, virtual_idx: usize, real_idx: usize) -> usize

Index into Self::layers for a given (virtual_idx, real_idx) layer position: the virtual index when each virtual layer owns its MGR (Self::per_virtual), otherwise the real index.

Trait Implementations

impl AutodiffModule for MultiGate

fn valid(&self) -> Self

Returns the same module, but on the inner backend without auto-differentiation.

fn from_inner(module: Self) -> Self

Wraps an inner module back into an auto-diff module.

impl Clone for MultiGate

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MultiGate

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

Formats the value using the given formatter.

impl Display for MultiGate

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

Formats the value using the given formatter.

impl Module for MultiGate

type Record = MultiGateRecord

Type to save and load the module.

fn load_record(self, record: Self::Record) -> Self

Load the module state from a record.

fn into_record(self) -> Self::Record

Convert the module into a record containing the state.

fn num_params(&self) -> usize

Get the number of parameters the module has, including all of its sub-modules.

fn visit<Visitor: ModuleVisitor>(&self, visitor: &mut Visitor)

Visit each tensor parameter in the module with a visitor.

fn map<Mapper: ModuleMapper>(self, mapper: &mut Mapper) -> Self

Map each tensor parameter in the module with a mapper.

fn collect_devices(&self, devices: Devices) -> Devices

Return all the devices found in the underneath module tree added to the given vector without duplicates.

fn to_device(self, device: &Device) -> Self

Move the module and all of its sub-modules to the given device.

fn fork(self, device: &Device) -> Self

Fork the module and all of its sub-modules to the given device.

fn devices(&self) -> Vec<Device>

Return all the devices found in the underneath module tree without duplicates.

fn no_grad(self) -> Self

Each tensor in the module tree will not require grad.

fn train(self) -> Self

where Self: AutodiffModule,

Move the module and all of its sub-modules to the autodiff backend.

fn quantize_weights(self, quantizer: &mut Quantizer) -> Self

Quantize the weights of the module.

impl ModuleDisplay for MultiGate

fn format(&self, passed_settings: DisplaySettings) -> String

Formats the module with provided display settings.

fn custom_settings(&self) -> Option<DisplaySettings>

Custom display settings for the module.

fn custom_content(&self, _content: Content) -> Option<Content>

Custom attributes for the module.

impl ModuleDisplayDefault for MultiGate

fn content(&self, content: Content) -> Option<Content>

Attributes of the module used for display purposes.

fn num_params(&self) -> usize

Gets the number of the parameters of the module.