Enum juice::layer::LayerType

pub enum LayerType {
Show 14 variants
    Convolution(ConvolutionConfig),
    Rnn(RnnConfig),
    Linear(LinearConfig),
    LogSoftmax,
    Pooling(PoolingConfig),
    Sequential(SequentialConfig),
    Softmax,
    Dropout(DropoutConfig),
    ReLU,
    TanH,
    Sigmoid,
    NegativeLogLikelihood(NegativeLogLikelihoodConfig),
    MeanSquaredError,
    Reshape(ReshapeConfig),
}

Expand description

The Layer Types

Variants§

Convolution(ConvolutionConfig)

Convolution Layer

Rnn(RnnConfig)

RNN Layer

Linear(LinearConfig)

Linear Layer

LogSoftmax

LogSoftmax Layer

Pooling(PoolingConfig)

Pooling Layer

Sequential(SequentialConfig)

Sequential Layer

Softmax

Softmax Layer

Dropout(DropoutConfig)

Dropout

ReLU

ReLU Layer

TanH

TanH Layer

Sigmoid

Sigmoid Layer

NegativeLogLikelihood(NegativeLogLikelihoodConfig)

NegativeLogLikelihood Layer

MeanSquaredError

MeanSquaredError Layer

Reshape(ReshapeConfig)

Reshape Layer

Implementations§

impl LayerType

pub fn supports_in_place(&self) -> bool

Returns wether the LayerType supports in-place operations.

Trait Implementations§

impl Clone for LayerType

fn clone(&self) -> LayerType

Returns a copy of the value. Read more

1.0.0 · source§

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

Performs copy-assignment from source. Read more

impl Debug for LayerType

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

Formats the value using the given formatter. Read more

impl Into<LayerType> for ConvolutionConfig

fn into(self) -> LayerType

Converts this type into the (usually inferred) input type.

impl Into<LayerType> for DropoutConfig

fn into(self) -> LayerType

Converts this type into the (usually inferred) input type.

impl Into<LayerType> for LinearConfig

fn into(self) -> LayerType

Converts this type into the (usually inferred) input type.

impl Into<LayerType> for NegativeLogLikelihoodConfig

fn into(self) -> LayerType

Converts this type into the (usually inferred) input type.

impl Into<LayerType> for PoolingConfig

fn into(self) -> LayerType

Converts this type into the (usually inferred) input type.

impl Into<LayerType> for ReshapeConfig

fn into(self) -> LayerType

Converts this type into the (usually inferred) input type.

impl Into<LayerType> for RnnConfig

fn into(self) -> LayerType

Converts this type into the (usually inferred) input type.

impl Into<LayerType> for SequentialConfig

fn into(self) -> LayerType

Converts this type into the (usually inferred) input type.

Auto Trait Implementations§

impl RefUnwindSafe for LayerType

impl Send for LayerType

impl Sync for LayerType

impl Unpin for LayerType

impl UnwindSafe for LayerType

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

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

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V