pub trait TypedOp: Op + Debug + DynClone + Send + Sync + 'static + Downcast + EvalOp {
Show 15 methods
// Required methods
fn as_op(&self) -> &(dyn Op + 'static);
fn as_op_mut(&mut self) -> &mut (dyn Op + 'static);
fn output_facts(
&self,
inputs: &[&TypedFact]
) -> Result<SmallVec<[TypedFact; 4]>, Error>;
// Provided methods
fn axes_mapping(
&self,
inputs: &[&TypedFact],
outputs: &[&TypedFact]
) -> Result<AxesMapping, Error> { ... }
fn fuse(
&self,
_model: &Graph<TypedFact, Box<dyn TypedOp>>,
_node: &Node<TypedFact, Box<dyn TypedOp>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error> { ... }
fn declutter_with_session(
&self,
session: &mut OptimizerSession<'_>,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error> { ... }
fn declutter(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error> { ... }
fn cost(
&self,
_inputs: &[&TypedFact]
) -> Result<SmallVec<[(Cost, TDim); 4]>, Error> { ... }
fn suggested_axis_changes(
&self
) -> Result<SmallVec<[(InOut, AxisOp); 4]>, Error> { ... }
fn change_axes(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>,
io: InOut,
change: &AxisOp
) -> Result<Option<AxisChangeConsequence>, Error> { ... }
fn slice(
&self,
patch: &mut ModelPatch<TypedFact, Box<dyn TypedOp>>,
prefix: &str,
inputs: &[OutletId],
output_axis: usize,
start: usize,
end: usize
) -> Result<Option<SmallVec<[OutletId; 4]>>, Error> { ... }
fn quantize(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>,
dt: DatumType,
scale: f32,
zero_point: i32
) -> Result<Option<Box<dyn TypedOp>>, Error> { ... }
fn concretize_dims(
&self,
source: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>,
target: &mut Graph<TypedFact, Box<dyn TypedOp>>,
mapping: &HashMap<OutletId, OutletId>,
values: &SymbolValues
) -> Result<SmallVec<[OutletId; 4]>, Error> { ... }
fn codegen(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error> { ... }
fn nested_model_multipliers(
&self,
inputs: &[&TypedFact]
) -> Vec<(Cow<'_, str>, f64)> { ... }
}Required Methods§
Provided Methods§
fn axes_mapping( &self, inputs: &[&TypedFact], outputs: &[&TypedFact] ) -> Result<AxesMapping, Error>
sourcefn fuse(
&self,
_model: &Graph<TypedFact, Box<dyn TypedOp>>,
_node: &Node<TypedFact, Box<dyn TypedOp>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error>
fn fuse( &self, _model: &Graph<TypedFact, Box<dyn TypedOp>>, _node: &Node<TypedFact, Box<dyn TypedOp>> ) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error>
Fuse op after codegen to deal with local optimisations.
sourcefn declutter_with_session(
&self,
session: &mut OptimizerSession<'_>,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error>
fn declutter_with_session( &self, session: &mut OptimizerSession<'_>, model: &Graph<TypedFact, Box<dyn TypedOp>>, node: &Node<TypedFact, Box<dyn TypedOp>> ) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error>
Declutter the op to the tract_core operator set as much as possible.
sourcefn declutter(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error>
fn declutter( &self, model: &Graph<TypedFact, Box<dyn TypedOp>>, node: &Node<TypedFact, Box<dyn TypedOp>> ) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error>
Declutter the op to the tract_core operator set as much as possible.
sourcefn cost(
&self,
_inputs: &[&TypedFact]
) -> Result<SmallVec<[(Cost, TDim); 4]>, Error>
fn cost( &self, _inputs: &[&TypedFact] ) -> Result<SmallVec<[(Cost, TDim); 4]>, Error>
Computes a cost hint of the operation.
Each pair is a type of operation and a number per call on eval.
fn suggested_axis_changes( &self ) -> Result<SmallVec<[(InOut, AxisOp); 4]>, Error>
fn change_axes( &self, model: &Graph<TypedFact, Box<dyn TypedOp>>, node: &Node<TypedFact, Box<dyn TypedOp>>, io: InOut, change: &AxisOp ) -> Result<Option<AxisChangeConsequence>, Error>
fn slice( &self, patch: &mut ModelPatch<TypedFact, Box<dyn TypedOp>>, prefix: &str, inputs: &[OutletId], output_axis: usize, start: usize, end: usize ) -> Result<Option<SmallVec<[OutletId; 4]>>, Error>
sourcefn quantize(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>,
dt: DatumType,
scale: f32,
zero_point: i32
) -> Result<Option<Box<dyn TypedOp>>, Error>
fn quantize( &self, model: &Graph<TypedFact, Box<dyn TypedOp>>, node: &Node<TypedFact, Box<dyn TypedOp>>, dt: DatumType, scale: f32, zero_point: i32 ) -> Result<Option<Box<dyn TypedOp>>, Error>
Transforms the op in an equivalent one, operating on dt (i8 or u8).
Returns None if the op can not be translated.
sourcefn concretize_dims(
&self,
source: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>,
target: &mut Graph<TypedFact, Box<dyn TypedOp>>,
mapping: &HashMap<OutletId, OutletId>,
values: &SymbolValues
) -> Result<SmallVec<[OutletId; 4]>, Error>
fn concretize_dims( &self, source: &Graph<TypedFact, Box<dyn TypedOp>>, node: &Node<TypedFact, Box<dyn TypedOp>>, target: &mut Graph<TypedFact, Box<dyn TypedOp>>, mapping: &HashMap<OutletId, OutletId>, values: &SymbolValues ) -> Result<SmallVec<[OutletId; 4]>, Error>
Transform the op into by providing a value to one or more symbols.
sourcefn codegen(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp>>,
node: &Node<TypedFact, Box<dyn TypedOp>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error>
fn codegen( &self, model: &Graph<TypedFact, Box<dyn TypedOp>>, node: &Node<TypedFact, Box<dyn TypedOp>> ) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp>>>, Error>
Translate the op into the most efficient form possible for execution.
This transformation is supposed to be final, no more pass are expected to be run on the codegen networks.
Implementations§
source§impl dyn TypedOp
impl dyn TypedOp
sourcepub fn is<__T>(&self) -> boolwhere
__T: TypedOp,
pub fn is<__T>(&self) -> boolwhere
__T: TypedOp,
Returns true if the trait object wraps an object of type __T.
sourcepub fn downcast<__T>(
self: Box<dyn TypedOp>
) -> Result<Box<__T>, Box<dyn TypedOp>>where
__T: TypedOp,
pub fn downcast<__T>(
self: Box<dyn TypedOp>
) -> Result<Box<__T>, Box<dyn TypedOp>>where
__T: TypedOp,
Returns a boxed object from a boxed trait object if the underlying object is of type
__T. Returns the original boxed trait if it isn’t.
sourcepub fn downcast_rc<__T>(
self: Rc<dyn TypedOp>
) -> Result<Rc<__T>, Rc<dyn TypedOp>>where
__T: TypedOp,
pub fn downcast_rc<__T>(
self: Rc<dyn TypedOp>
) -> Result<Rc<__T>, Rc<dyn TypedOp>>where
__T: TypedOp,
Returns an Rc-ed object from an Rc-ed trait object if the underlying object is of
type __T. Returns the original Rc-ed trait if it isn’t.
sourcepub fn downcast_ref<__T>(&self) -> Option<&__T>where
__T: TypedOp,
pub fn downcast_ref<__T>(&self) -> Option<&__T>where
__T: TypedOp,
Returns a reference to the object within the trait object if it is of type __T, or
None if it isn’t.
sourcepub fn downcast_mut<__T>(&mut self) -> Option<&mut __T>where
__T: TypedOp,
pub fn downcast_mut<__T>(&mut self) -> Option<&mut __T>where
__T: TypedOp,
Returns a mutable reference to the object within the trait object if it is of type
__T, or None if it isn’t.