Enum LloOp 

pub enum LloOp {
    Elementwise {
        kind: ElementwiseKind,
        inputs: Vec<usize>,
        output_shape: Vec<usize>,
        strategy: ElementwiseStrategy,
    },
    Reduction {
        axis: Option<usize>,
        inputs: Vec<usize>,
        output_shape: Vec<usize>,
    },
    MatMul {
        a: usize,
        b: usize,
        output_shape: Vec<usize>,
    },
    Shape {
        kind: ShapeKind,
        inputs: Vec<usize>,
        output_shape: Vec<usize>,
    },
    Stats {
        kind: StatsKind,
        inputs: Vec<usize>,
        output_shape: Vec<usize>,
    },
    Random {
        kind: RandomKind,
        inputs: Vec<usize>,
        output_shape: Vec<usize>,
    },
    Model {
        kind: ModelKind,
        inputs: Vec<usize>,
        output_shape: Vec<usize>,
    },
    Training {
        kind: TrainingKind,
        inputs: Vec<usize>,
        output_shape: Vec<usize>,
    },
}

Enumeration of LLO operations. Each variant holds a backend-ready shape and input references

Variants

Elementwise

Fields

kind: ElementwiseKind

inputs: Vec<usize>

output_shape: Vec<usize>

strategy: ElementwiseStrategy

Reduction

Fields

axis: Option<usize>

inputs: Vec<usize>

output_shape: Vec<usize>

MatMul

Fields

a: usize

b: usize

output_shape: Vec<usize>

Shape

Shape-related operations (reshape, transpose, concat, etc.)

Fields

kind: ShapeKind

inputs: Vec<usize>

output_shape: Vec<usize>

Stats

Higher-level stats ops (softmax, norm, cross-entropy, …)

Fields

kind: StatsKind

inputs: Vec<usize>

output_shape: Vec<usize>

Random

Random number generation ops (rand, randn, randint, seed)

Fields

kind: RandomKind

inputs: Vec<usize>

output_shape: Vec<usize>

Model

Model-related operations (save, load, training)

Fields

kind: ModelKind

inputs: Vec<usize>

output_shape: Vec<usize>

Training

Training operations (forward, backward, update)

Fields

kind: TrainingKind

inputs: Vec<usize>

output_shape: Vec<usize>

Trait Implementations

impl Clone for LloOp

fn clone(&self) -> LloOp

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LloOp

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LloOp

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LloOp

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.