Struct Mamba1Caches 

pub struct Mamba1Caches {
    pub caches: Vec<Mamba1Cache>,
}

A collection of per-layer caches for a complete Mamba-1 network.

During autoregressive decoding a Mamba1Caches instance is threaded through every layer-stack step call (the family-generic [crate::generic::Layers]). Each element corresponds to one (virtual) layer in the network.

Fields

caches: Vec<Mamba1Cache>

Per-layer caches.

Length: n_real_caches (the number of virtual layers, which may exceed the number of real weight layers when weight-sharing / layer scheduling is in use).

Implementations

impl Mamba1Caches

pub fn caches_len(&self) -> usize

Number of per-layer caches.

pub fn from_vec(vec: Vec<Mamba1Cache>) -> Self

Wrap a vector of per-layer caches.

pub fn into_options(self) -> Vec<Option<Mamba1Cache>>

Wrap each per-layer cache in Some so the layer loop can take it without cloning (Burn tensors are reference-counted).

pub fn from_options(options: Vec<Option<Mamba1Cache>>) -> Self

Inverse of Self::into_options: unwrap each slot and re-bundle.

Trait Implementations

impl AutodiffModule for Mamba1Caches

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 CacheStack for Mamba1Caches

type Cache = Mamba1Cache

The per-layer cache element.

fn slot_count(&self) -> usize

Number of per-(virtual-)layer slots.

fn into_slots(self) -> Vec<Option<Mamba1Cache>>

Move each slot into an Option so the loop can take without cloning.

fn from_slots(slots: Vec<Option<Mamba1Cache>>) -> Self

Inverse of Self::into_slots.

impl Clone for Mamba1Caches

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 Mamba1Caches

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

Formats the value using the given formatter.

impl Display for Mamba1Caches

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

Formats the value using the given formatter.

impl Module for Mamba1Caches

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.

fn into_record(self) -> ModuleRecord

where Self: Sized,

Collect this module’s parameters into a ModuleRecord.

fn try_load_record(self, record: ModuleRecord) -> Result<Self, RecordError>

where Self: Sized,

Apply a ModuleRecord to this module, returning the loaded module.

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

where Self: Sized,

Apply a ModuleRecord to this module, consuming and returning it.

impl ModuleDisplay for Mamba1Caches

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 Mamba1Caches

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.