Documentation

type SizeMnistWidth = 28 Source #

sizeMnistWidth :: SNat SizeMnistWidth Source #

sizeMnistWidthInt :: Int Source #

type SizeMnistHeight = SizeMnistWidth Source #

sizeMnistHeight :: SNat SizeMnistHeight Source #

sizeMnistHeightInt :: Int Source #

type SizeMnistGlyph = SizeMnistWidth * SizeMnistHeight Source #

sizeMnistGlyphInt :: Int Source #

type SizeMnistLabel = 10 Source #

sizeMnistLabel :: SNat SizeMnistLabel Source #

sizeMnistLabelInt :: Int Source #

type LengthTestData = 10000 Source #

type MnistData r = (Vector r, Vector r) Source #

type MnistDataLinearR r = (Ranked 1 r, Ranked 1 r) Source #

type MnistDataR r = (Ranked 2 r, Ranked 1 r) Source #

type MnistDataBatchR r = (Ranked 3 r, Ranked 2 r) Source #

type MnistDataS r = (Shaped '[SizeMnistHeight, SizeMnistWidth] r, Shaped '[SizeMnistLabel] r) Source #

type MnistDataBatchS (batch_size :: Nat) r = (Shaped '[batch_size, SizeMnistHeight, SizeMnistWidth] r, Shaped '[batch_size, SizeMnistLabel] r) Source #

mkMnistDataLinearR :: PrimElt r => MnistData r -> MnistDataLinearR r Source #

mkMnistDataR :: PrimElt r => MnistData r -> MnistDataR r Source #

mkMnistDataBatchR :: Elt r => [MnistDataR r] -> MnistDataBatchR r Source #

mkMnistDataS :: PrimElt r => MnistData r -> MnistDataS r Source #

mkMnistDataBatchS :: forall (batch_size :: Nat) r. (Elt r, KnownNat batch_size) => [MnistDataS r] -> MnistDataBatchS batch_size r Source #

readMnistData :: (Storable r, Fractional r) => ByteString -> ByteString -> [MnistData r] Source #

trainGlyphsPath :: FilePath Source #

trainLabelsPath :: FilePath Source #

testGlyphsPath :: FilePath Source #

testLabelsPath :: FilePath Source #

loadMnistData :: (Storable r, Fractional r) => FilePath -> FilePath -> IO [MnistData r] Source #

shuffle :: StdGen -> [a] -> [a] Source #

chunksOf :: Int -> [e] -> [[e]] Source #