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use crate::internal::*; #[derive(Debug, Clone, new, Default, Hash)] pub struct Tile; impl_dyn_hash!(Tile); impl Expansion for Tile { fn name(&self) -> Cow<str> { "Tile".into() } op_hir!(); fn rules<'r, 'p: 'r, 's: 'r>( &'s self, s: &mut Solver<'r>, inputs: &'p [TensorProxy], outputs: &'p [TensorProxy], ) -> InferenceResult { check_input_arity(&inputs, 2)?; check_output_arity(&outputs, 1)?; s.equals(&inputs[0].datum_type, &outputs[0].datum_type)?; s.equals(&inputs[0].rank, &outputs[0].rank)?; s.equals(&inputs[1].rank, 1)?; s.equals(&inputs[1].shape[0], inputs[0].rank.bex().to_dim())?; s.given(&inputs[1].value, move |s, mult| { for (ix, &m) in mult.cast_to::<i64>()?.as_slice::<i64>()?.iter().enumerate() { s.equals(m * inputs[0].shape[ix].bex(), &outputs[0].shape[ix])?; } Ok(()) })?; Ok(()) } fn wire( &self, prefix: &str, target: &mut TypedModel, inputs: &[OutletId], ) -> TractResult<TVec<OutletId>> { if let Some(ref mult) = target.outlet_fact(inputs[1])?.konst { let mult: TVec<usize> = mult.cast_to::<i64>()?.as_slice::<i64>()?.iter().map(|i| *i as usize).collect(); target.wire_node(prefix, tract_core::ops::array::Tile::new(mult), &inputs[0..1]) } else { bail!("shape input is variable") } } }