TensorSafe.Compile.Expr

This module describes the expression structure of a INetwork instance. -- The INetwork can be structured into a Data structure called CNetwork, with which later -- to compilation external languages can be done.

Documentation

data DLayer

Auxiliary data representation of Layers IMPORTANT: If you add new Layers definitions to Layers, you should add the corresponding data structure here for the same layer.

Constructors

DConv2D

DDense

DDropout

DFlatten

DLSTM

DMaxPooling

DRelu

DActivation

Instances

Show DLayer

Defined in TensorSafe.Compile.Expr

Methods

showsPrec :: Int -> DLayer -> ShowS

show :: DLayer -> String

showList :: [DLayer] -> ShowS

data CNetwork

Defines the

Constructors

CNSequence CNetwork

CNCons CNetwork CNetwork

CNLayer DLayer (Map String String)

CNReturn

CNNil

Instances

Show CNetwork

Defined in TensorSafe.Compile.Expr

Methods

showsPrec :: Int -> CNetwork -> ShowS

show :: CNetwork -> String

showList :: [CNetwork] -> ShowS

data JavaScript

Support for JavaScript compilation

Constructors

JavaScript

Instances

Show JavaScript

Defined in TensorSafe.Compile.Expr

Methods

showsPrec :: Int -> JavaScript -> ShowS

show :: JavaScript -> String

showList :: [JavaScript] -> ShowS

Generator JavaScript

Defined in TensorSafe.Compile.Expr

Methods

generate :: JavaScript -> CNetwork -> Text

generateFile :: JavaScript -> CNetwork -> Text

data Python

Support for Python compilation

Constructors

Python

Instances

Show Python

Defined in TensorSafe.Compile.Expr

Methods

showsPrec :: Int -> Python -> ShowS

show :: Python -> String

showList :: [Python] -> ShowS

Generator Python

Defined in TensorSafe.Compile.Expr

Methods

generate :: Python -> CNetwork -> Text

generateFile :: Python -> CNetwork -> Text

class Generator l

Class that defines which languages are supported for CNetworks generation to text

Minimal complete definition

generate, generateFile

Instances

Generator Python

Defined in TensorSafe.Compile.Expr

Methods

generate :: Python -> CNetwork -> Text

generateFile :: Python -> CNetwork -> Text

Generator JavaScript

Defined in TensorSafe.Compile.Expr

Methods

generate :: JavaScript -> CNetwork -> Text

generateFile :: JavaScript -> CNetwork -> Text

generate :: Generator l => l -> CNetwork -> Text

Adds supports for a language. Generates a CNetwork to Text

generateFile :: Generator l => l -> CNetwork -> Text

Similar to generate, but also adds necessary header and module lines of text so as to have the CNetwork compiled at a separate file.