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pai

package

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Versions in this module

v0

v0.4.2

Aug 28, 2020

v0.4.1

Aug 14, 2020

v0.4.0

Jul 30, 2020

Changes in this version

+ const BucketName

+ const ModelTypePAIML

+ const ModelTypeTF

+ const ModelTypeXGBoost

+ func CleanupPAIModel(ir *ir.TrainStmt, session *pb.Session) error

+ func Evaluate(ir *ir.EvaluateStmt, session *pb.Session, ...) (code, paiCmd, requirements string, e error)

+ func InitializeKMeansAttributes(trainStmt *ir.TrainStmt) error

+ func OSSModelURL(modelFullPath string) string

+ func Predict(ir *ir.PredictStmt, session *pb.Session, ...) (code, paiCmd, requirements string, e error)

+ func TFLoadAndEvaluate(ir *ir.EvaluateStmt, session *pb.Session, modelPath string) (string, error)

+ func TFLoadAndExplain(ir *ir.ExplainStmt, session *pb.Session, modelPath string, expn *ExplainRender) (string, error)

+ func TFLoadAndPredict(ir *ir.PredictStmt, session *pb.Session, modelPath string) (string, error)

+ func TFTrainWithLoadAndSave(ir *ir.TrainStmt, session *pb.Session, modelPathToSave, modelPathToLoad string, ...) (string, error)

+ func Train(ir *ir.TrainStmt, session *pb.Session, ...) (code, paiCmd, requirements string, e error)

+ type ClusterConfig struct

+ Evaluator *WorkerConfig

+ PS PSConfig

+ Worker WorkerConfig

+ func GetClusterConfig(attrs map[string]interface{}) (*ClusterConfig, error)

+ type ExplainRender struct

+ Code string

+ PaiCmd string

+ Requirements string

+ func Explain(ir *ir.ExplainStmt, session *pb.Session, ...) (*ExplainRender, error)

+ func (expn *ExplainRender) Draw() (string, error)

+ type PSConfig struct

+ CPU int

+ Count int

+ GPU int

+ type WorkerConfig struct

+ CPU int

+ Count int

+ GPU int