Struct tract_tensorflow::ops::nn::dw_conv2d::DepthwiseConv2d

pub struct DepthwiseConv2d { /* fields omitted */ }

Methods

impl DepthwiseConv2d

pub fn new(
    data_format: DataFormat,
    padding: PaddingSpec,
    strides: TVec<usize>,
    dilations: TVec<usize>
) -> Self

Constructs a new DepthwiseConv2d.

Trait Implementations

impl Clone for DepthwiseConv2d

fn clone(&self) -> DepthwiseConv2d

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for DepthwiseConv2d

fn fmt(&self, f: &mut Formatter) -> Result

Formats the value using the given formatter.

impl InferenceRulesOp for DepthwiseConv2d

fn rules<'r, 'p: 'r, 's: 'r>(
    &'s self,
    s: &mut Solver<'r>,
    inputs: &'p [TensorProxy],
    outputs: &'p [TensorProxy]
) -> InferenceResult

Registers the inference rules of the operator.

fn as_op(&self) -> &dyn Op

fn as_op_mut(&mut self) -> &mut dyn Op

fn to_typed(
    &self,
    _source: &InferenceModel,
    node: &InferenceNode,
    target: &mut TypedModel,
    mapping: &HashMap<OutletId, OutletId>
) -> TractResult<TVec<OutletId>>

fn nboutputs(&self) -> Result<usize, TractError>

fn incorporate(
    &self,
    model: &ModelImpl<InferenceFact, Box<dyn InferenceOp + 'static>>,
    node: &BaseNode<InferenceFact, Box<dyn InferenceOp + 'static>>
) -> Result<Option<ModelPatch<InferenceFact, Box<dyn InferenceOp + 'static>>>, TractError>

impl Op for DepthwiseConv2d

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

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

fn fuse(
    &self,
    _model: &ModelImpl<TypedFact, Box<dyn TypedOp + 'static>>,
    _node: &BaseNode<TypedFact, Box<dyn TypedOp + 'static>>
) -> Result<Option<ModelPatch<TypedFact, Box<dyn TypedOp + 'static>>>, TractError>

Fuse op after codegen to deal with local optimisations.

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

impl StatelessOp for DepthwiseConv2d

fn eval(&self, inputs: TVec<Arc<Tensor>>) -> TractResult<TVec<Arc<Tensor>>>