Conv2d class

2D Convolution layer.

Applies a 2D convolution over an input image tensor. Input shape: (batch, inChannels, height, width) Output shape: (batch, outChannels, outH, outW)

Constructors

Conv2d(int inChannels, int outChannels, int kernelSize, {int stride = 1, int padding = 0, bool useBias = true})

Properties

bias ↔ Tensor?

Bias tensor (outChannels,).

getter/setter pair

hashCode → int

The hash code for this object.

no setter, inherited

inChannels → int

final

kernelSize → int

final

outChannels → int

final

padding → int

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

stride → int

final

weight ↔ Tensor

Weight tensor (outChannels, inChannels, kernelSize, kernelSize).

getter/setter pair

Methods

forward(Tensor input) → Tensor

Forward pass.

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited