Safe Haskell	None
Language	Haskell2010

TensorSafe.Layers.Conv2D

Description

This module declares the 2D convolutional layer data type.

Synopsis

data Conv2D :: Nat -> Nat -> Nat -> Nat -> Nat -> Nat -> Type where
- Conv2D :: Conv2D channels filters kernelRows kernelColumns strideRows strideColumns

Documentation

data Conv2D :: Nat -> Nat -> Nat -> Nat -> Nat -> Nat -> Type where Source #

A 2D Convolutional layer

Constructors

Conv2D :: Conv2D channels filters kernelRows kernelColumns strideRows strideColumns

Instances

Show (Conv2D a b c d e f) Source #
Instance details Defined in TensorSafe.Layers.Conv2D Methods showsPrec :: Int -> Conv2D a b c d e f -> ShowS # show :: Conv2D a b c d e f -> String # showList :: [Conv2D a b c d e f] -> ShowS #
(KnownNat channels, KnownNat filters, KnownNat kernelRows, KnownNat kernelColumns, KnownNat strideRows, KnownNat strideColumns) => Layer (Conv2D channels filters kernelRows kernelColumns strideRows strideColumns) Source #
Instance details Defined in TensorSafe.Layers.Conv2D Methods layer :: Conv2D channels filters kernelRows kernelColumns strideRows strideColumns Source # compile :: Conv2D channels filters kernelRows kernelColumns strideRows strideColumns -> InputShape -> CNetwork Source #