Safe Haskell	None
Language	Haskell2010

Torch.Data.Loaders.Cifar10

Synopsis

default_cifar_path :: FilePath
data Mode
- = Test
- | Train
mode_path :: FilePath -> Mode -> FilePath
testLength :: Proxy Test -> Proxy 1000
trainLength :: Proxy Train -> Proxy 5000
data Category
- = Airplane
- | Automobile
- | Bird
- | Cat
- | Deer
- | Dog
- | Frog
- | Horse
- | Ship
- | Truck
rgb2torch :: forall h w. (All KnownDim '[h, w], All KnownNat '[h, w]) => Normalize -> FilePath -> ExceptT String IO (Tensor '[3, h, w])
cifar10set :: GenIO -> FilePath -> Mode -> IO (Vector (Category, FilePath))
defaultCifar10set :: Mode -> IO (Vector (Category, FilePath))

Documentation

default_cifar_path :: FilePath Source #

data Mode Source #

Constructors

Test
Train

Instances

Bounded Mode Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods minBound :: Mode # maxBound :: Mode #
Enum Mode Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods succ :: Mode -> Mode # pred :: Mode -> Mode # toEnum :: Int -> Mode # fromEnum :: Mode -> Int # enumFrom :: Mode -> [Mode] # enumFromThen :: Mode -> Mode -> [Mode] # enumFromTo :: Mode -> Mode -> [Mode] # enumFromThenTo :: Mode -> Mode -> Mode -> [Mode] #
Eq Mode Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods (==) :: Mode -> Mode -> Bool # (/=) :: Mode -> Mode -> Bool #
Ord Mode Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods compare :: Mode -> Mode -> Ordering # (<) :: Mode -> Mode -> Bool # (<=) :: Mode -> Mode -> Bool # (>) :: Mode -> Mode -> Bool # (>=) :: Mode -> Mode -> Bool # max :: Mode -> Mode -> Mode # min :: Mode -> Mode -> Mode #
Show Mode Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods showsPrec :: Int -> Mode -> ShowS # show :: Mode -> String # showList :: [Mode] -> ShowS #

mode_path :: FilePath -> Mode -> FilePath Source #

testLength :: Proxy Test -> Proxy 1000 Source #

trainLength :: Proxy Train -> Proxy 5000 Source #

data Category Source #

Constructors

Airplane
Automobile
Bird
Cat
Deer
Dog
Frog
Horse
Ship
Truck

Instances

Bounded Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods minBound :: Category # maxBound :: Category #
Enum Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods succ :: Category -> Category # pred :: Category -> Category # toEnum :: Int -> Category # fromEnum :: Category -> Int # enumFrom :: Category -> [Category] # enumFromThen :: Category -> Category -> [Category] # enumFromTo :: Category -> Category -> [Category] # enumFromThenTo :: Category -> Category -> Category -> [Category] #
Eq Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods (==) :: Category -> Category -> Bool # (/=) :: Category -> Category -> Bool #
Ord Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods compare :: Category -> Category -> Ordering # (<) :: Category -> Category -> Bool # (<=) :: Category -> Category -> Bool # (>) :: Category -> Category -> Bool # (>=) :: Category -> Category -> Bool # max :: Category -> Category -> Category # min :: Category -> Category -> Category #
Read Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods readsPrec :: Int -> ReadS Category # readList :: ReadS [Category] # readPrec :: ReadPrec Category # readListPrec :: ReadPrec [Category] #
Show Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods showsPrec :: Int -> Category -> ShowS # show :: Category -> String # showList :: [Category] -> ShowS #
Generic Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Associated Types type Rep Category :: Type -> Type # Methods from :: Category -> Rep Category x # to :: Rep Category x -> Category #
NFData Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods rnf :: Category -> () #
Hashable Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 Methods hashWithSalt :: Int -> Category -> Int hash :: Category -> Int
type Rep Category Source #
Instance details Defined in Torch.Data.Loaders.Cifar10 type Rep Category = D1 (MetaData "Category" "Torch.Data.Loaders.Cifar10" "hasktorch-zoo-0.0.1.0-inplace" False) (((C1 (MetaCons "Airplane" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "Automobile" PrefixI False) (U1 :: Type -> Type)) :+: (C1 (MetaCons "Bird" PrefixI False) (U1 :: Type -> Type) :+: (C1 (MetaCons "Cat" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "Deer" PrefixI False) (U1 :: Type -> Type)))) :+: ((C1 (MetaCons "Dog" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "Frog" PrefixI False) (U1 :: Type -> Type)) :+: (C1 (MetaCons "Horse" PrefixI False) (U1 :: Type -> Type) :+: (C1 (MetaCons "Ship" PrefixI False) (U1 :: Type -> Type) :+: C1 (MetaCons "Truck" PrefixI False) (U1 :: Type -> Type)))))

rgb2torch :: forall h w. (All KnownDim '[h, w], All KnownNat '[h, w]) => Normalize -> FilePath -> ExceptT String IO (Tensor '[3, h, w]) Source #

load an RGB PNG image into a Torch tensor

cifar10set :: GenIO -> FilePath -> Mode -> IO (Vector (Category, FilePath)) Source #

defaultCifar10set :: Mode -> IO (Vector (Category, FilePath)) Source #