model

package

v0.0.0-...-8a61e0c Latest Latest Go to latest Published: Dec 21, 2020 License: Apache-2.0 Imports: 16 Imported by: 0

Details

Valid go.mod file
Redistributable license
Tagged version
Stable version
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Repository

github.com/FMorsbach/DecFL

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Documentation ¶

Index ¶

Constants
func CreateNetwork(chainConnection string, storageConnection string, storageType string, ...) (chain ch.Chain, store st.Storage, err error)
func Deploy(configuration string, weights string, scripts string, store storage.Storage, ...) (modelID common.ModelIdentifier, err error)
func EnableDebug(b bool)
func ParseCLIConfig() (chain ch.Chain, store st.Storage, modelID common.ModelIdentifier, err error)
type Model
- func NewModel(ch chain.Chain, st storage.Storage, mlf training.MLFramework, ...) (Model, error)

Constants ¶

View Source

const LOAD_WEIGHTS_ADDRESS int = 0

Variables ¶

This section is empty.

Functions ¶

func CreateNetwork ¶

func CreateNetwork(chainConnection string, storageConnection string, storageType string, privateKey string, redisPassword string) (chain ch.Chain, store st.Storage, err error)

func Deploy ¶

func Deploy(configuration string, weights string, scripts string, store storage.Storage, ch chain.Chain, params common.Hyperparameters) (modelID common.ModelIdentifier, err error)

func EnableDebug ¶

func EnableDebug(b bool)

func ParseCLIConfig ¶

func ParseCLIConfig() (chain ch.Chain, store st.Storage, modelID common.ModelIdentifier, err error)

Types ¶

type Model ¶

type Model interface {
	Iterate() (err error)
	Aggregate() (err error)
	Evaluate() (evaluation training.EvaluationResults, err error)
	Epoch() (epoch int, err error)
	State() (state uint8, err error)
}

func NewModel ¶

func NewModel(ch chain.Chain, st storage.Storage, mlf training.MLFramework, modelID common.ModelIdentifier) (Model, error)

Source Files ¶

View all Source files

Directories ¶

Path	Synopsis
chain
ethereum
ethereum/contract
interface_tests
common
storage
training
tensorflow This package provides an abstraction to tensorflow training which is carried out in python rather than go.	This package provides an abstraction to tensorflow training which is carried out in python rather than go.

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