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use crate::internal::*;
use crate::num_traits::Zero;
#[derive(Debug, Clone, Default, PartialEq, Hash)]
pub struct Slice {
pub axis: usize,
pub start: TDim,
pub end: TDim,
}
impl DynHash for Slice {
fn dyn_hash(&self, hasher: &mut dyn std::hash::Hasher) {
dyn_hash(&self, hasher)
}
}
impl Slice {
pub fn new(axis: usize, start: impl ToDim, end: impl ToDim) -> Slice {
Slice { axis, start: start.to_dim(), end: end.to_dim() }
}
}
impl Op for Slice {
fn name(&self) -> Cow<str> {
"Slice".into()
}
fn info(&self) -> TractResult<Vec<String>> {
Ok(vec![format!("axis: {}, {}..{}", self.axis, self.start, self.end)])
}
op_core_lir_mir!();
op_as_typed_op!();
fn same_as(&self, other: &dyn Op) -> bool {
if let Some(other) = other.downcast_ref::<Self>() {
other == self
} else {
false
}
}
}
impl EvalOp for Slice {
fn is_stateless(&self) -> bool {
true
}
fn eval(&self, mut inputs: TVec<Arc<Tensor>>) -> TractResult<TVec<Arc<Tensor>>> {
let input = args_1!(inputs);
unsafe {
let start = self.start.to_usize()?;
let end = self.end.to_usize()?;
let mut shape: TVec<_> = input.shape().into();
shape[self.axis] = end - start;
let mut tensor = Tensor::uninitialized_dt(input.datum_type(), &shape)?;
tensor.assign_slice_unchecked(.., &input, start..end, self.axis);
Ok(tvec!(tensor.into_arc_tensor()))
}
}
}
impl TypedOp for Slice {
fn output_facts(&self, inputs: &[&TypedFact]) -> TractResult<TVec<TypedFact>> {
let mut fact = inputs[0].clone();
fact.shape.set(self.axis, (self.end.clone() - &self.start).to_dim());
Ok(tvec!(fact))
}
fn invariants(&self, inputs: &[&TypedFact], _outputs: &[&TypedFact]) -> TractResult<Invariants> {
let axes = (0..inputs[0].rank())
.filter(|&ax| self.axis != ax)
.map(|axis| AxisInfo::simple(axis))
.collect();
Ok(axes)
}
fn change_axes(
&self,
model: &TypedModel,
node: &TypedNode,
_io: InOut,
change: &AxisOp,
) -> TractResult<Option<AxisChangeConsequence>> {
if let Some(axis) = change.transform_axis(self.axis) {
if axis != self.axis {
Ok(Some(AxisChangeConsequence::new(
model,
node,
Some(Box::new(Slice { axis, ..self.clone() }) as _),
change,
)))
} else {
Ok(Some(AxisChangeConsequence::new(model, node, None, change)))
}
} else {
Ok(None)
}
}
fn declutter(
&self,
model: &TypedModel,
node: &TypedNode,
) -> TractResult<Option<TypedModelPatch>> {
let prec = model.node(node.inputs[0].node);
if self.start.is_zero() && (self.end == model.outlet_fact(node.inputs[0])?.shape[self.axis])
{
return Ok(Some(TypedModelPatch::shunt_one_op(model, node)?.with_context("noop")));
}
let (start, end) = if let (Ok(s), Ok(e)) = (self.start.to_usize(), self.end.to_usize()) {
(s, e)
} else {
return Ok(None);
};
let mut patch = TypedModelPatch::default();
if let Some(wire) = prec.op().as_typed().unwrap().slice_output(
model,
prec,
&mut patch,
node.inputs[0].slot,
self.axis,
start,
end,
)? {
patch.shunt_outside(model, OutletId::new(node.id, 0), wire)?;
if patch.model.nodes.len() == 2 && patch.model.node(1).op().same_as(self) {
return Ok(None);
} else if patch.model.nodes.len() == 3 {
let other = model.node(node.inputs[0].node);
if other.op_is::<Self>() {
patch.dont_apply_twice = Some(format!("Swap {} and {}", node.name, other.name));
}
}
return Ok(Some(patch));
}
Ok(None)
}
fn slice_output(
&self,
model: &TypedModel,
node: &TypedNode,
patch: &mut TypedModelPatch,
_output_slot: usize,
axis: usize,
start: usize,
end: usize,
) -> TractResult<Option<OutletId>> {
let prec = model.node(node.inputs[0].node);
if axis != self.axis {
return prec
.op()
.as_typed()
.unwrap()
.slice_output(model, &prec, patch, node.inputs[0].slot, axis, start, end)?
.map(|w| Ok(patch.wire_node(&node.name, self.clone(), &[w])?[0]))
.transpose();
}
Ok(None)
}
as_op!();
}