Trait tract_tensorflow::prelude::Op

pub trait Op: 'static + StatefullOp + Send + Sync + Debug + Downcast + DynClone {
    fn name(&self) -> Cow<str>;
    fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>;

    fn nested_models(
        &self
    ) -> Vec<(Cow<str>, &(dyn Model + 'static), Vec<String>, Vec<String>)> { ... }
    fn validation(&self) -> Validation { ... }
    fn same_as(&self, _other: &(dyn Op + 'static)) -> bool { ... }
    fn info(&self) -> Result<Vec<String>, TractError> { ... }
    fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)> { ... }
    fn is_canonic(&self) -> bool { ... }
}

A base operation

Required methods

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

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Provided methods

fn nested_models(
    &self
) -> Vec<(Cow<str>, &(dyn Model + 'static), Vec<String>, Vec<String>)>

Nested models, with label (for audit).

fn validation(&self) -> Validation

The kind of accuracy check that should be performed on operation when testing them.

fn same_as(&self, _other: &(dyn Op + 'static)) -> bool

Compare two ops.

fn info(&self) -> Result<Vec<String>, TractError>

Short (one-line) strings giving hints on internal implementation or important configuration details to be displayed in dumps.

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

fn is_canonic(&self) -> bool

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Methods

impl dyn Op + 'static

pub fn is<__T>(&self) -> bool where
    __T: Op, 

Returns true if the trait object wraps an object of type __T.

pub fn downcast<__T>(
    self: Box<dyn Op + 'static>
) -> Result<Box<__T>, Box<dyn Op + 'static>> where
    __T: Op, 

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.

pub fn downcast_rc<__T>(
    self: Rc<dyn Op + 'static>
) -> Result<Rc<__T>, Rc<dyn Op + 'static>> where
    __T: Op, 

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.

pub fn downcast_ref<__T>(&self) -> Option<&__T> where
    __T: Op, 

Returns a reference to the object within the trait object if it is of type __T, or None if it isn't.

pub fn downcast_mut<__T>(&mut self) -> Option<&mut __T> where
    __T: Op, 

Returns a mutable reference to the object within the trait object if it is of type __T, or None if it isn't.

Trait Implementations

impl AsMut<dyn Op + 'static> for dyn TypedOp + 'static

fn as_mut(&mut self) -> &mut (dyn Op + 'static)

Performs the conversion.

impl AsRef<dyn Op + 'static> for dyn TypedOp + 'static

fn as_ref(&self) -> &(dyn Op + 'static)

Performs the conversion.

Implementations on Foreign Types

impl Op for PermuteAxes

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for RmDims

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

impl Op for LayerHardmax

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

impl Op for EyeLike

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Source

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for StridedSlice

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

impl Op for Reshape

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Squeeze

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Tile

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for ConstantOfShape

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Reduce

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for MultiBroadcastTo

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for LayerSoftmax

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn validation(&self) -> Validation

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

impl Op for AddDims

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

impl Op for Crop

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for ConstantLike

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Conv

fn name(&self) -> Cow<str>

fn validation(&self) -> Validation

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Split

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Nary

fn name(&self) -> Cow<str>

fn validation(&self) -> Validation

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for InferenceScan

fn name(&self) -> Cow<str>

fn nested_models(
    &self
) -> Vec<(Cow<str>, &(dyn Model + 'static), Vec<String>, Vec<String>)>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for LayerLogSoftmax

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn validation(&self) -> Validation

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

impl Op for Concat

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl<T> Op for Im2Col<T> where
    T: Datum + Copy + Zero, 

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn same_as(&self, other: &(dyn Op + 'static)) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Size

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Identity

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for TypedScan

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn nested_models(
    &self
) -> Vec<(Cow<str>, &(dyn Model + 'static), Vec<String>, Vec<String>)>

fn validation(&self) -> Validation

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Flatten

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Tile

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for ArgMaxMin

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for TypedReshape

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for UnaryOp

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn validation(&self) -> Validation

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for TypedSource

fn name(&self) -> Cow<str>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Gather

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for UnimplementedOp

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for GlobalAvgPool

fn name(&self) -> Cow<str>

fn validation(&self) -> Validation

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for DequantizeLinearF32

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn validation(&self) -> Validation

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Delay

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn is_canonic(&self) -> bool

fn same_as(&self, other: &(dyn Op + 'static)) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for MatMul

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for TypedConcat

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Shape

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for AvgPool

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn validation(&self) -> Validation

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for FiniteReshape

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for ConvUnary

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for TypedBinOp

fn name(&self) -> Cow<str>

fn validation(&self) -> Validation

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for PulsedSource

fn name(&self) -> Cow<str>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for GlobalMaxPool

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for MergeOpUnicast

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Const

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for MatMulUnary

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Downsample

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn same_as(&self, other: &(dyn Op + 'static)) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Reduce

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Dummy

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl<T> Op for MatMatMulPackB<T> where
    T: Copy + Datum + Zero, 

fn name(&self) -> Cow<str>

fn same_as(&self, other: &(dyn Op + 'static)) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Pad

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for GlobalLpPool

fn name(&self) -> Cow<str>

fn validation(&self) -> Validation

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for ElementWiseOp

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn validation(&self) -> Validation

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for Iff

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for MergeOp

fn name(&self) -> Cow<str>

fn validation(&self) -> Validation

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for MaxPool

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for InferenceBinOp

fn name(&self) -> Cow<str>

fn validation(&self) -> Validation

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for AxisOp

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl<D> Op for Slice<D> where
    D: DimLike + ToDim, 

fn name(&self) -> Cow<str>

fn info(&self) -> Result<Vec<String>, TractError>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

impl Op for MultiBroadcastTo

fn name(&self) -> Cow<str>

fn is_canonic(&self) -> bool

fn as_typed(&self) -> Option<&(dyn TypedOp + 'static)>

fn as_pulsed(&self) -> Option<&(dyn PulsedOp + 'static)>

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Implementors

impl Op for LoopGate

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for NextIteration

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for Merge

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for Switch

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for DepthwiseConv2d

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for BatchToSpace

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for SpaceToBatch

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for BatchToSpaceUnary

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for SpaceToBatchUnary

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for BlockLSTM

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for Noop

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

fn as_pulsed(&self) -> Option<&dyn PulsedOp>

impl Op for Assign

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

impl Op for VariableV2

fn name(&self) -> Cow<str>

fn as_typed(&self) -> Option<&dyn TypedOp>

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