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use tract_hir::internal::*;
#[derive(Debug, Clone, new, Default)]
pub struct Slice;
impl Slice {
pub fn eval_t<T: Datum>(
&self,
input: Arc<Tensor>,
begin: &[i32],
size: &[i32],
) -> TractResult<Arc<Tensor>> {
let mut input = input.into_tensor().into_array::<T>()?;
for i in 0..begin.len() {
let b = begin[i];
let e = begin[i] + size[i];
if e > input.shape()[i] as i32 {
bail!(
"on axis {} of length {}, invalid slice required: begin={} size={}",
i,
input.shape()[i],
begin[i],
size[i]
);
}
input.slice_axis_inplace(tract_ndarray::Axis(i), (b..e).into());
}
Ok(input.into_arc_tensor())
}
}
impl Op for Slice {
fn name(&self) -> Cow<str> {
"tf.Slice".into()
}
not_a_typed_op!();
}
impl StatelessOp for Slice {
fn eval(&self, mut inputs: TVec<Arc<Tensor>>) -> TractResult<TVec<Arc<Tensor>>> {
let (input, begin, size) = args_3!(inputs);
let begin = begin.cast_to::<i32>()?;
let size = size.cast_to::<i32>()?;
Ok(tvec!(dispatch_datum!(Self::eval_t(input.datum_type())(
self,
input,
begin.as_slice::<i32>()?,
size.as_slice::<i32>()?
))?))
}
}
impl InferenceRulesOp for Slice {
fn rules<'r, 'p: 'r, 's: 'r>(
&'s self,
s: &mut Solver<'r>,
inputs: &'p [TensorProxy],
outputs: &'p [TensorProxy],
) -> InferenceResult {
check_input_arity(&inputs, 3)?;
check_output_arity(&outputs, 1)?;
s.equals(&inputs[0].datum_type, &outputs[0].datum_type)?;
s.equals(&inputs[1].shape[0], inputs[0].rank.bex().to_dim())?;
s.equals(&inputs[1].shape, &inputs[2].shape)?;
s.given(&inputs[2].value, move |s, sizes| {
let sizes = sizes.cast_to::<i32>()?;
let sizes = sizes.as_slice::<i32>()?;
sizes
.iter()
.enumerate()
.try_for_each(|(axis, dim)| s.equals(&outputs[0].shape[axis], dim.to_dim()))
})?;
Ok(())
}
as_op!();
}