Struct tract_core::ops::cnn::conv::Im2Col

pub struct Im2Col<T: Copy + Datum + Zero> {
    pub patch: Patch,
    pub input_shape: DataShape,
    pub output_shape: DataShape,
    pub m: usize,
    pub k: usize,
    pub n: usize,
    pub group: usize,
    pub ci_per_group: usize,
    pub b_pack: PackB<T>,
    // some fields omitted
}

Fields

patch: Patch

input_shape: DataShape

output_shape: DataShape

m: usize

k: usize

n: usize

group: usize

ci_per_group: usize

b_pack: PackB<T>

Implementations

impl<T: Copy + Datum + Zero> Im2Col<T>

pub fn new(
    patch: Patch,
    input_shape: DataShape,
    m: usize,
    k: usize,
    n: usize,
    group: usize,
    ci_per_group: usize,
    b_pack: PackB<T>,
    pad_value: T
) -> TractResult<Im2Col<T>>

pub fn output_shape(&self) -> &[usize]

Trait Implementations

impl<T: Clone + Copy + Datum + Zero> Clone for Im2Col<T>

fn clone(&self) -> Im2Col<T>

Returns a copy of the value.

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

Performs copy-assignment from source.

impl<T: Debug + Copy + Datum + Zero> Debug for Im2Col<T>

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

Formats the value using the given formatter.

impl<T: Copy + Datum + Zero> DynHash for Im2Col<T>

fn dyn_hash(&self, state: &mut dyn Hasher)

impl<T: Copy + Datum + Zero> Hash for Im2Col<T>

fn hash<H: Hasher>(&self, state: &mut H)

Feeds this value into the given [Hasher].

fn hash_slice<H>(data: &[Self], state: &mut H) where
    H: Hasher, 

Feeds a slice of this type into the given [Hasher].

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

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

fn info(&self) -> TractResult<Vec<String>>

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

fn op_families(&self) -> &'static [&'static str]

Vector of short strings defining what families the op belongs too. tract-core defines "core", "mir", "lir".

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

Compare two ops.

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

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

fn nested_models(&self) -> Vec<(Cow<str>, &dyn Model, 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 is_canonic(&self) -> bool

impl<T: Copy + Datum + Zero> PartialEq<Im2Col<T>> for Im2Col<T>

fn eq(&self, other: &Im2Col<T>) -> bool

This method tests for self and other values to be equal, and is used by ==.

#[must_use]fn ne(&self, other: &Rhs) -> bool

This method tests for !=.

impl<T: Copy + Datum + Zero> StatelessOp for Im2Col<T>

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

impl<T: Copy + Datum + Zero> TypedOp for Im2Col<T>

fn as_op(&self) -> &dyn Op

Reinterpret the TypedOp as an Op.

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

Reinterpret the TypedOp as an Op, mutably.

fn output_facts(&self, _inputs: &[&TypedFact]) -> TractResult<TVec<TypedFact>>

Deduce output facts from input facts.

fn invariants(
    &self,
    model: &TypedModel,
    node: &TypedNode
) -> TractResult<Invariants>

fn fuse(
    &self,
    _model: &TypedModel,
    _node: &TypedNode
) -> TractResult<Option<TypedModelPatch>>

Fuse op after codegen to deal with local optimisations.

fn declutter(
    &self,
    model: &TypedModel,
    node: &TypedNode
) -> TractResult<Option<TypedModelPatch>>

Declutter the op to the tract_core operator set as much as possible.

fn cost(&self, _inputs: &[&TypedFact]) -> TractResult<TVec<(Cost, TDim)>>

Computes a cost hint of the operation.

fn suggested_axis_changes(&self) -> TractResult<TVec<(InOut, AxisOp)>>

fn change_axes(
    &self,
    model: &TypedModel,
    node: &TypedNode,
    io: InOut,
    change: &AxisOp
) -> TractResult<Option<AxisChangeConsequence>>

fn slice_output(
    &self,
    model: &TypedModel,
    node: &TypedNode,
    patch: &mut TypedModelPatch,
    output_slot: usize,
    axis: usize,
    start: usize,
    end: usize
) -> TractResult<Option<OutletId>>

fn quantize(
    &self,
    model: &TypedModel,
    node: &TypedNode,
    dt: DatumType,
    scale: f32,
    zero_point: i32
) -> TractResult<Option<Box<dyn TypedOp>>>

Transforms the op in an equivalent one, operating on dt (i8 or u8).

fn pulsify(
    &self,
    _source: &TypedModel,
    node: &TypedNode,
    _target: &mut PulsedModel,
    _mapping: &HashMap<OutletId, OutletId>,
    _pulse: usize
) -> TractResult<TVec<OutletId>>

Translate an on from a typed network to a pulsing equivalent form, if possible.

fn codegen(
    &self,
    _model: &TypedModel,
    _node: &TypedNode
) -> TractResult<Option<TypedModelPatch>>

Translate the op into the most efficient form possible for execution.

fn nested_model_multipliers(
    &self,
    inputs: &[&TypedFact]
) -> Vec<(Cow<str>, f64)>

Nested model multipliers, with label (for profiling).