Safe Haskell	None
Language	Haskell2010

TensorSafe.Compile.Expr

Description

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.

Synopsis

data DLayer
- = DConv2D
- | DDense
- | DDropout
- | DFlatten
- | DLSTM
- | DMaxPooling
- | DRelu
- | DActivation
data CNetwork
- = CNSequence CNetwork
- | CNCons CNetwork CNetwork
- | CNLayer DLayer (Map String String)
- | CNReturn
- | CNNil
data JavaScript = JavaScript
data Python = Python
class Generator l
generate :: Generator l => l -> CNetwork -> Text
generateFile :: Generator l => l -> CNetwork -> Text

Documentation

data DLayer Source #

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 Source #
Instance details Defined in TensorSafe.Compile.Expr Methods showsPrec :: Int -> DLayer -> ShowS # show :: DLayer -> String # showList :: [DLayer] -> ShowS #

data CNetwork Source #

Defines the

Constructors

CNSequence CNetwork
CNCons CNetwork CNetwork
CNLayer DLayer (Map String String)
CNReturn
CNNil

Instances

Show CNetwork Source #
Instance details Defined in TensorSafe.Compile.Expr Methods showsPrec :: Int -> CNetwork -> ShowS # show :: CNetwork -> String # showList :: [CNetwork] -> ShowS #

data JavaScript Source #

Support for JavaScript compilation

Constructors

JavaScript

Instances

Show JavaScript Source #
Instance details Defined in TensorSafe.Compile.Expr Methods showsPrec :: Int -> JavaScript -> ShowS # show :: JavaScript -> String # showList :: [JavaScript] -> ShowS #
Generator JavaScript Source #
Instance details Defined in TensorSafe.Compile.Expr Methods generate :: JavaScript -> CNetwork -> Text Source # generateFile :: JavaScript -> CNetwork -> Text Source #

data Python Source #

Support for Python compilation

Constructors

Python

Instances

Show Python Source #
Instance details Defined in TensorSafe.Compile.Expr Methods showsPrec :: Int -> Python -> ShowS # show :: Python -> String # showList :: [Python] -> ShowS #
Generator Python Source #
Instance details Defined in TensorSafe.Compile.Expr Methods generate :: Python -> CNetwork -> Text Source # generateFile :: Python -> CNetwork -> Text Source #

class Generator l Source #

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

Minimal complete definition

generate, generateFile

Instances

Generator Python Source #
Instance details Defined in TensorSafe.Compile.Expr Methods generate :: Python -> CNetwork -> Text Source # generateFile :: Python -> CNetwork -> Text Source #
Generator JavaScript Source #
Instance details Defined in TensorSafe.Compile.Expr Methods generate :: JavaScript -> CNetwork -> Text Source # generateFile :: JavaScript -> CNetwork -> Text Source #

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

Adds supports for a language. Generates a CNetwork to Text

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

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