[−][src]Trait tract_tensorflow::prelude::InferenceModelExt

pub trait InferenceModelExt {
    fn analyse(&mut self, obstinate: bool) -> Result<bool, TractError>;

    fn incorporate(
        self
    ) -> Result<Graph<InferenceFact, Box<dyn InferenceOp + 'static>>, TractError>;

    fn missing_type_shape(&self) -> Result<Vec<OutletId>, TractError>;

    fn eliminate_dead_branches(
        self
    ) -> Result<Graph<InferenceFact, Box<dyn InferenceOp + 'static>>, TractError>;

    fn into_typed(
        self
    ) -> Result<Graph<TypedFact, Box<dyn TypedOp + 'static>>, TractError>;

    fn into_optimized(
        self
    ) -> Result<Graph<TypedFact, Box<dyn TypedOp + 'static>>, TractError>;
}

Required methods

fn analyse(&mut self, obstinate: bool) -> Result<bool, TractError>

Analyse all nodes of the graph.

Will stop on first error unless obstinate is true.

fn incorporate(
    self
) -> Result<Graph<InferenceFact, Box<dyn InferenceOp + 'static>>, TractError>

Perform early transformation before going typed.

fn missing_type_shape(&self) -> Result<Vec<OutletId>, TractError>

List OutletId with incomplete type information.

Will stop on first error unless obstinate is true.

fn eliminate_dead_branches(
    self
) -> Result<Graph<InferenceFact, Box<dyn InferenceOp + 'static>>, TractError>

Eliminate seemingly dead branches of the graph.

This may break stateful networks.

fn into_typed(
    self
) -> Result<Graph<TypedFact, Box<dyn TypedOp + 'static>>, TractError>

Attempt full analyse and conversion to TypedModel.

fn into_optimized(
    self
) -> Result<Graph<TypedFact, Box<dyn TypedOp + 'static>>, TractError>

Attempt full analyse, decluttering and mapping to optimized operations.

This will work even if the network can not be normalized.

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Implementors

impl InferenceModelExt for Graph<InferenceFact, Box<dyn InferenceOp + 'static>>[src]

fn analyse(&mut self, obstinate: bool) -> Result<bool, TractError>[src]

Analyse all nodes of the graph.

Will stop on first error unless obstinate is true.

fn incorporate(
    self
) -> Result<Graph<InferenceFact, Box<dyn InferenceOp + 'static>>, TractError>[src]

Perform early transformation before going typed.

fn missing_type_shape(&self) -> Result<Vec<OutletId>, TractError>[src]

List OutletId with incomplete type information.

Will stop on first error unless obstinate is true.

fn eliminate_dead_branches(
    self
) -> Result<Graph<InferenceFact, Box<dyn InferenceOp + 'static>>, TractError>[src]

Eliminate seemingly dead branches of the graph.

This may break stateful networks.

fn into_typed(
    self
) -> Result<Graph<TypedFact, Box<dyn TypedOp + 'static>>, TractError>[src]

Attempt full analyse and conversion to TypedModel.

fn into_optimized(
    self
) -> Result<Graph<TypedFact, Box<dyn TypedOp + 'static>>, TractError>[src]

Attempt full analyse, decluttering and mapping to optimized operations.

This is meant for "simple" networks, where no special model transformation needs to happen. Aternaltively, use to_typed() and manipulate the TypedModel for more control.

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