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use crate::internal::*;
#[derive(Debug, Clone, new, Hash)]
pub struct MultiBroadcastTo {
pub shape: ShapeFact,
}
impl_dyn_hash!(MultiBroadcastTo);
impl MultiBroadcastTo {
pub fn eval_t<T: Datum>(input: &Tensor, shape: &[usize]) -> TractResult<TVec<Arc<Tensor>>> {
unsafe {
let view = input.to_array_view_unchecked::<T>();
let mut output = view
.broadcast(&*shape)
.with_context(|| format!("Broadcasting {:?} to {:?}", view, shape))?
.into_owned()
.into_tensor();
output.set_datum_type(input.datum_type());
Ok(tvec![output.into_arc_tensor()])
}
}
}
impl Op for MultiBroadcastTo {
fn name(&self) -> Cow<str> {
"MultiBroadcastTo".into()
}
op_core_mir!();
op_as_typed_op!();
}
impl EvalOp for MultiBroadcastTo {
fn is_stateless(&self) -> bool {
self.shape.is_concrete()
}
fn eval(&self, mut inputs: TVec<Arc<Tensor>>) -> TractResult<TVec<Arc<Tensor>>> {
let input = args_1!(inputs);
let dims: Vec<usize> =
self.shape.iter().map(|d| Ok(d.to_usize()?)).collect::<TractResult<_>>()?;
dispatch_datum!(Self::eval_t(input.datum_type())(&*input, &*dims))
}
fn state(
&self,
_session: &mut SessionState,
_node_id: usize,
) -> TractResult<Option<Box<dyn OpState>>> {
Ok(Some(Box::new(MultiBroadcastToState)))
}
}
#[derive(Clone, Debug)]
struct MultiBroadcastToState;
impl OpState for MultiBroadcastToState {
fn eval(
&mut self,
session: &mut SessionState,
op: &dyn Op,
inputs: TVec<Arc<Tensor>>,
) -> TractResult<TVec<Arc<Tensor>>> {
let op = op.downcast_ref::<MultiBroadcastTo>().context("Wrong op")?;
let shape = op.shape.eval_to_usize(&session.resolved_symbols)?;
dispatch_datum_by_size!(MultiBroadcastTo::eval_t(inputs[0].datum_type())(
&inputs[0], &*shape
))
}
}
impl TypedOp for MultiBroadcastTo {
fn output_facts(&self, inputs: &[&TypedFact]) -> TractResult<TVec<TypedFact>> {
let mut fact = TypedFact::dt_shape(inputs[0].datum_type, self.shape.clone());
fact.uniform = inputs[0].uniform.clone();
Ok(tvec!(fact))
}
fn concretize_dims(
&self,
_source: &TypedModel,
node: &TypedNode,
target: &mut TypedModel,
mapping: &HashMap<OutletId, OutletId>,
values: &SymbolValues,
) -> TractResult<TVec<OutletId>> {
let input = mapping[&node.inputs[0]];
let op =
Self { shape: self.shape.iter().map(|d| d.eval(&values)).collect::<TVec<_>>().into() };
target.wire_node(&node.name, op, &[input])
}
as_op!();
}