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use crate::internal::*;
use itertools::Itertools;
#[derive(Debug, Clone, new, Default, Hash)]
pub struct TypedReshape {
shape: TVec<TDim>,
}
tract_linalg::impl_dyn_hash!(TypedReshape);
impl Op for TypedReshape {
fn name(&self) -> Cow<str> {
"TypedReshape".into()
}
fn info(&self) -> TractResult<Vec<String>> {
Ok(vec![format!("to shape: {}", self.shape.iter().join("x"))])
}
op_core_mir!();
op_as_typed_op!();
not_a_pulsed_op!();
}
impl StatelessOp for TypedReshape {
fn eval(&self, mut inputs: TVec<Arc<Tensor>>) -> TractResult<TVec<Arc<Tensor>>> {
let input = args_1!(inputs);
let shape: TVec<usize> =
self.shape.iter().map(|d| Ok(d.to_integer()? as usize)).collect::<TractResult<_>>()?;
let o = unsafe { input.into_tensor().into_shape(&*shape)?.into_arc_tensor() };
Ok(tvec!(o))
}
}
impl TypedOp for TypedReshape {
as_op!();
fn output_facts(&self, inputs: &[&TypedFact]) -> TractResult<TVec<TypedFact>> {
Ok(tvec!(TypedFact::dt_shape(inputs[0].datum_type, &*self.shape)?))
}
fn codegen(
&self,
model: &TypedModel,
node: &TypedNode,
) -> TractResult<Option<TypedModelPatch>> {
let input_fact = model.outlet_fact(node.inputs[0])?;
if input_fact.shape.to_tvec() == self.shape {
return Ok(Some(TypedModelPatch::shunt_one_op(model, node)?));
} else if let Ok(shape) =
self.shape.iter().map(|d| Ok(d.to_integer()? as usize)).collect::<TractResult<_>>()
{
return Ok(Some(TypedModelPatch::single_unary_op(
model,
node,
FiniteReshape::new(shape),
)?));
}
Ok(None)
}
}
#[derive(Debug, Clone, new, Default, Hash)]
pub struct FiniteReshape {
pub shape: TVec<usize>,
}
impl Op for FiniteReshape {
fn name(&self) -> Cow<str> {
"Reshape".into()
}
fn info(&self) -> TractResult<Vec<String>> {
Ok(vec![format!("to shape: {}", self.shape.iter().join("x"))])
}
op_core_lir!();
op_as_typed_op!();
not_a_pulsed_op!();
}
tract_linalg::impl_dyn_hash!(FiniteReshape);
impl StatelessOp for FiniteReshape {
fn eval(&self, mut inputs: TVec<Arc<Tensor>>) -> TractResult<TVec<Arc<Tensor>>> {
let input = args_1!(inputs);
let o = unsafe { input.into_tensor().into_shape(&*self.shape)?.into_arc_tensor() };
Ok(tvec!(o))
}
}
impl TypedOp for FiniteReshape {
fn output_facts(&self, inputs: &[&TypedFact]) -> TractResult<TVec<TypedFact>> {
Ok(tvec!(TypedFact::dt_shape(inputs[0].datum_type, &*self.shape)?))
}
as_op!();
}