Struct tract_onnx_opl::ml::tree_ensemble_classifier::TreeEnsembleClassifier [−][src]
Fields
ensemble: TreeEnsemble
Trait Implementations
impl Clone for TreeEnsembleClassifier
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fn clone(&self) -> TreeEnsembleClassifier
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pub fn clone_from(&mut self, source: &Self)
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impl Debug for TreeEnsembleClassifier
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impl DynHash for TreeEnsembleClassifier
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impl EvalOp for TreeEnsembleClassifier
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fn is_stateless(&self) -> bool
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fn eval(&self, inputs: TVec<Arc<Tensor>>) -> TractResult<TVec<Arc<Tensor>>>
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pub fn state(
&self,
session: &mut SessionState,
node_id: usize
) -> Result<Option<Box<dyn OpState + 'static, Global>>, Error>
&self,
session: &mut SessionState,
node_id: usize
) -> Result<Option<Box<dyn OpState + 'static, Global>>, Error>
impl Hash for TreeEnsembleClassifier
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fn hash<__H: Hasher>(&self, state: &mut __H)
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pub fn hash_slice<H>(data: &[Self], state: &mut H) where
H: Hasher,
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H: Hasher,
impl Op for TreeEnsembleClassifier
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fn name(&self) -> Cow<'_, str>
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fn op_families(&self) -> &'static [&'static str]
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fn as_typed(&self) -> Option<&dyn TypedOp>
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pub fn validation(&self) -> Validation
pub fn same_as(&self, _other: &(dyn Op + 'static)) -> bool
pub fn info(&self) -> Result<Vec<String, Global>, Error>
impl TypedOp for TreeEnsembleClassifier
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fn output_facts(&self, inputs: &[&TypedFact]) -> TractResult<TVec<TypedFact>>
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fn as_op(&self) -> &dyn Op
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fn as_op_mut(&mut self) -> &mut dyn Op
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pub fn invariants(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>
) -> Result<Invariants, Error>
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>
) -> Result<Invariants, Error>
pub fn fuse(
&self,
_model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
_node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp + 'static, Global>>>, Error>
&self,
_model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
_node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp + 'static, Global>>>, Error>
pub fn declutter(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp + 'static, Global>>>, Error>
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp + 'static, Global>>>, Error>
pub fn cost(
&self,
_inputs: &[&TypedFact]
) -> Result<SmallVec<[(Cost, TDim); 4]>, Error>
&self,
_inputs: &[&TypedFact]
) -> Result<SmallVec<[(Cost, TDim); 4]>, Error>
pub fn suggested_axis_changes(
&self
) -> Result<SmallVec<[(InOut, AxisOp); 4]>, Error>
&self
) -> Result<SmallVec<[(InOut, AxisOp); 4]>, Error>
pub fn change_axes(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>,
io: InOut,
change: &AxisOp
) -> Result<Option<AxisChangeConsequence>, Error>
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>,
io: InOut,
change: &AxisOp
) -> Result<Option<AxisChangeConsequence>, Error>
pub fn slice_output(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>,
patch: &mut ModelPatch<TypedFact, Box<dyn TypedOp + 'static, Global>>,
output_slot: usize,
axis: usize,
start: usize,
end: usize
) -> Result<Option<OutletId>, Error>
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>,
patch: &mut ModelPatch<TypedFact, Box<dyn TypedOp + 'static, Global>>,
output_slot: usize,
axis: usize,
start: usize,
end: usize
) -> Result<Option<OutletId>, Error>
pub fn quantize(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>,
dt: DatumType,
scale: f32,
zero_point: i32
) -> Result<Option<Box<dyn TypedOp + 'static, Global>>, Error>
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>,
dt: DatumType,
scale: f32,
zero_point: i32
) -> Result<Option<Box<dyn TypedOp + 'static, Global>>, Error>
pub fn concretize_dims(
&self,
source: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>,
target: &mut Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
mapping: &HashMap<OutletId, OutletId, RandomState>,
values: &SymbolValues
) -> Result<SmallVec<[OutletId; 4]>, Error>
&self,
source: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>,
target: &mut Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
mapping: &HashMap<OutletId, OutletId, RandomState>,
values: &SymbolValues
) -> Result<SmallVec<[OutletId; 4]>, Error>
pub fn codegen(
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp + 'static, Global>>>, Error>
&self,
model: &Graph<TypedFact, Box<dyn TypedOp + 'static, Global>>,
node: &Node<TypedFact, Box<dyn TypedOp + 'static, Global>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp + 'static, Global>>>, Error>
pub fn nested_model_multipliers(
&self,
inputs: &[&TypedFact]
) -> Vec<(Cow<'_, str>, f64), Global>
&self,
inputs: &[&TypedFact]
) -> Vec<(Cow<'_, str>, f64), Global>
Auto Trait Implementations
impl RefUnwindSafe for TreeEnsembleClassifier
impl Send for TreeEnsembleClassifier
impl Sync for TreeEnsembleClassifier
impl Unpin for TreeEnsembleClassifier
impl UnwindSafe for TreeEnsembleClassifier
Blanket Implementations
impl<T> Any for T where
T: 'static + ?Sized,
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T: 'static + ?Sized,
impl<T> Borrow<T> for T where
T: ?Sized,
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T: ?Sized,
impl<T> BorrowMut<T> for T where
T: ?Sized,
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T: ?Sized,
pub fn borrow_mut(&mut self) -> &mut T
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impl<T> Downcast for T where
T: Any,
T: Any,
pub fn into_any(self: Box<T, Global>) -> Box<dyn Any + 'static, Global>
pub fn into_any_rc(self: Rc<T>) -> Rc<dyn Any + 'static>
pub fn as_any(&self) -> &(dyn Any + 'static)
pub fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)
impl<T> DowncastSync for T where
T: Any + Send + Sync,
T: Any + Send + Sync,
impl<T> DynClone for T where
T: Clone,
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T: Clone,
pub fn __clone_box(&self, Private) -> *mut ()
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impl<T> From<T> for T
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impl<T, U> Into<U> for T where
U: From<T>,
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U: From<T>,
impl<T> ToOwned for T where
T: Clone,
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T: Clone,
type Owned = T
The resulting type after obtaining ownership.
pub fn to_owned(&self) -> T
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pub fn clone_into(&self, target: &mut T)
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impl<T, U> TryFrom<U> for T where
U: Into<T>,
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U: Into<T>,
type Error = Infallible
The type returned in the event of a conversion error.
pub fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>
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impl<T, U> TryInto<U> for T where
U: TryFrom<T>,
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U: TryFrom<T>,