use crate::infer::*;
use crate::internal::*;
#[derive(Debug, Clone, new, Hash)]
pub struct ConstantOfShape {
scalar: Arc<Tensor>,
}
impl Expansion for ConstantOfShape {
fn name(&self) -> Cow<str> {
"ConstantOfShape".into()
}
fn rules<'r, 'p: 'r, 's: 'r>(
&'s self,
s: &mut Solver<'r>,
inputs: &'p [TensorProxy],
outputs: &'p [TensorProxy],
) -> InferenceResult {
check_input_arity(inputs, 1)?;
check_output_arity(outputs, 1)?;
s.equals(&outputs[0].datum_type, self.scalar.datum_type())?;
s.equals(&inputs[0].rank, 1)?;
s.equals(&inputs[0].shape[0], outputs[0].rank.bex().to_dim())?;
s.given(&inputs[0].value, move |s, shape| {
let shape = shape.cast_to::<TDim>()?;
let shape = shape.as_slice::<TDim>()?;
for (axis, dim) in shape.iter().enumerate() {
s.equals(&outputs[0].shape[axis], dim)?;
}
Ok(())
})?;
Ok(())
}
fn wire(
&self,
prefix: &str,
target: &mut TypedModel,
inputs: &[OutletId],
) -> TractResult<TVec<OutletId>> {
if let Some(shape) = target.outlet_fact(inputs[0])?.konst.clone() {
let shape = shape.cast_to::<TDim>()?;
let shape = shape.as_slice::<TDim>()?;
let scalar = target.add_const(format!("{prefix}.scalar"), self.scalar.clone())?;
let op = tract_core::ops::array::MultiBroadcastTo::new(shape.into());
return target.wire_node(prefix, op, &[scalar]);
}
bail!("shape input is variable")
}
}