configuration

Documentation

Index

• Variables
• type Configuration
  • func Default() *Configuration
  • func FromJsonFile(jsonFilename string) (*Configuration, error)
• type HashFunctionType
• type LayerModeType

Variables

var Global = Default()

Types

type Configuration

type Configuration struct {
	RangePow       []int
	K              []int
	L              []int
	Sparsity       []float64
	BatchSize      int
	Rehash         int
	Rebuild        int
	InputDim       int
	TotRecords     int
	TotRecordsTest int
	LearningRate   float64
	Epoch          int
	Stepsize       int
	SizesOfLayers  []int
	NumLayer       int
	TrainData      string
	TestData       string
	Weights        string
	SavedWeights   string
	LogFile        string
	UseAdam        bool
	HashFunction   HashFunctionType
	LoadWeight     bool
	LayerMode      LayerModeType
	CpuProfile     bool
	MemProfile     bool
}

func Default

func Default() *Configuration

func FromJsonFile

func FromJsonFile(jsonFilename string) (*Configuration, error)

type HashFunctionType

type HashFunctionType int8

const (
	WtaHashFunction HashFunctionType = iota + 1
	DensifiedWtaHashFunction
	DensifiedMinhashFunction
	SparseRandomProjectionHashFunction
)

type LayerModeType

type LayerModeType int8

const (
	LayerMode1 LayerModeType = iota + 1 // mode 1 == top-K treshold ?
	LayerMode2
	LayerMode3
	LayerMode4 // mode 4 == sampling ?
)