Struct ScGraphBuilder 

pub struct ScGraphBuilder {
    graph: ScGraph,
}

Builder for constructing ScGraph instances.

Fields

graph: ScGraph

Implementations

impl ScGraphBuilder

pub fn new(name: impl Into<String>) -> Self

Start building a new graph with the given module name.

pub fn input(&mut self, name: impl Into<String>, ty: ScType) -> ValueId

Add a module input port.

pub fn output(&mut self, name: impl Into<String>, source: ValueId) -> ValueId

Add a module output port.

pub fn constant(&mut self, value: ScConst, ty: ScType) -> ValueId

Add a compile-time constant.

pub fn encode(&mut self, prob: ValueId, length: usize, seed: u16) -> ValueId

Add a bitstream encode operation.

pub fn bitwise_and(&mut self, lhs: ValueId, rhs: ValueId) -> ValueId

Add a bitwise AND (stochastic multiply).

pub fn popcount(&mut self, input: ValueId) -> ValueId

Add a popcount operation.

pub fn lif_step( &mut self, current: ValueId, leak: ValueId, gain: ValueId, noise: ValueId, params: LifParams, ) -> ValueId

Add a LIF neuron step.

pub fn dense_forward( &mut self, inputs: ValueId, weights: ValueId, leak: ValueId, gain: ValueId, params: DenseParams, ) -> ValueId

Add a dense SC layer forward pass.

pub fn bitwise_xor(&mut self, lhs: ValueId, rhs: ValueId) -> ValueId

Add a bitwise XOR (HDC binding).

pub fn reduce(&mut self, input: ValueId, mode: ReduceMode) -> ValueId

Add a reduce operation (Sum or Max).

pub fn graph_forward( &mut self, features: ValueId, adjacency: ValueId, n_nodes: usize, n_features: usize, ) -> ValueId

Add a graph forward pass.

pub fn softmax_attention( &mut self, q: ValueId, k: ValueId, v: ValueId, dim_k: usize, ) -> ValueId

Add a softmax attention operation.

pub fn kuramoto_step( &mut self, phases: ValueId, omega: ValueId, coupling: ValueId, dt: f64, ) -> ValueId

Add a Kuramoto integration step.

pub fn scale(&mut self, input: ValueId, factor: f64) -> ValueId

Add a scale (multiply by constant) operation.

pub fn offset(&mut self, input: ValueId, offset_val: f64) -> ValueId

Add an offset (add constant) operation.

pub fn div_const(&mut self, input: ValueId, divisor: u64) -> ValueId

Add a constant integer division.

pub fn build(self) -> ScGraph

Consume the builder and return the completed graph.