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use crate::ops::prelude::*;
use ndarray::*;
#[derive(Debug, Clone, new, Default)]
pub struct Slice {
prune: Vec<(usize, usize)>,
}
impl Slice {
fn eval_t<T: Datum>(&self, input: SharedTensor) -> TractResult<SharedTensor> {
let input = input.to_array_view::<T>()?;
let slice_spec: Vec<SliceOrIndex> = self
.prune
.iter()
.map(|&(a, b)| SliceOrIndex::Slice {
start: a as isize,
end: if b != 0 { Some(-(b as isize)) } else { None },
step: 1,
})
.collect();
let slice_info = SliceInfo::<_, IxDyn>::new(slice_spec).unwrap();
let slice = input.slice(&slice_info.as_ref());
Ok(slice.to_owned().into())
}
}
impl Op for Slice {
fn name(&self) -> Cow<str> {
"Slice".into()
}
fn pulsify(&self, mut inputs: TVec<&PulsedTensorFact>) -> TractResult<Vec<PulsifiedOp>> {
let input = args_1!(inputs);
if self
.prune
.iter()
.enumerate()
.all(|(ax, &(a, b))| ax == input.axis || (a == 0 && b == 0))
{
let delay = self.prune[input.axis].0;
let mut fact = input.clone();
fact.delay += delay;
fact.dim -= delay.to_dim();
return Ok(vec![PulsifiedOp::new(
Box::new(crate::ops::identity::Identity::default()),
tvec!(fact),
)]);
}
unimplemented!();
}
}
impl StatelessOp for Slice {
fn eval(&self, mut inputs: TVec<SharedTensor>) -> TractResult<TVec<SharedTensor>> {
let input = args_1!(inputs);
Ok(tvec!(dispatch_datum!(Self::eval_t(input.datum_type())(
self, input
))?))
}
}
impl InferenceRulesOp for Slice {
fn rules<'r, 'p: 'r, 's: 'r>(
&'s self,
s: &mut Solver<'r>,
inputs: &'p SharedTensorsProxy,
outputs: &'p SharedTensorsProxy,
) -> InferenceResult {
s.equals(&inputs.len, 1)?;
s.equals(&outputs.len, 1)?;
s.equals(&inputs[0].datum_type, &outputs[0].datum_type)?;
s.equals(&inputs[0].rank, &outputs[0].rank)?;
for (ix, &(a, b)) in self.prune.iter().enumerate() {
s.equals(
&inputs[0].shape[ix],
outputs[0].shape[ix].bex() + a.to_dim() + b.to_dim(),
)?;
}
Ok(())
}
}