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B

binaryDeserializer - Variable in class org.nd4j.remote.SameDiffJsonModelServer

binaryDeserializer - Variable in class org.nd4j.remote.serving.SameDiffServlet

binarySerializer - Variable in class org.nd4j.remote.SameDiffJsonModelServer

binarySerializer - Variable in class org.nd4j.remote.serving.SameDiffServlet

build() - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method builds SameDiffJsonModelServer instance

Builder() - Constructor for class org.nd4j.remote.SameDiffJsonModelServer.Builder

D

deserializer - Variable in class org.nd4j.remote.SameDiffJsonModelServer

deserializer - Variable in class org.nd4j.remote.serving.SameDiffServlet

destroy() - Method in class org.nd4j.remote.serving.SameDiffServlet

doGet(HttpServletRequest, HttpServletResponse) - Method in class org.nd4j.remote.serving.SameDiffServlet

doPost(HttpServletRequest, HttpServletResponse) - Method in class org.nd4j.remote.serving.SameDiffServlet

G

getServletConfig() - Method in class org.nd4j.remote.serving.SameDiffServlet

getServletInfo() - Method in class org.nd4j.remote.serving.SameDiffServlet

I

inferenceAdapter(InferenceAdapter<I, O>) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method defines InferenceAdapter implementation, which will be used to convert object of Input type to the set of INDArray(s), and for conversion of resulting INDArray(s) into object of Output type

inferenceAdapter - Variable in class org.nd4j.remote.SameDiffJsonModelServer

inferenceAdapter - Variable in class org.nd4j.remote.serving.SameDiffServlet

init(ServletConfig) - Method in class org.nd4j.remote.serving.SameDiffServlet

inputAdapter(InputAdapter<I>) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method allows you to specify InputAdapter to be used for inference PLEASE NOTE: This method is optional, and will require OutputAdapter defined

inputDeserializer(JsonDeserializer<I>) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method defines JsonDeserializer instance to be used to convert JSON passed through HTTP into actual object of input type, that will be fed into SameDiff model

J

join() - Method in class org.nd4j.remote.SameDiffJsonModelServer

L

listEndpoints() - Method in class org.nd4j.remote.serving.ServingProcessor

LISTING_ENDPOINT - Static variable in class org.nd4j.remote.serving.SameDiffServlet

M

ModelServingServlet<I,O> - Interface in org.nd4j.remote.serving

This interface describes Servlet interface extension, suited for ND4J/DL4J model serving

O

orderedInputNodes(String...) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method defines the order of placeholders to be filled with INDArrays provided by Deserializer

orderedInputNodes(List<String>) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method defines the order of placeholders to be filled with INDArrays provided by Deserializer

orderedInputNodes - Variable in class org.nd4j.remote.SameDiffJsonModelServer

orderedInputNodes - Variable in class org.nd4j.remote.serving.SameDiffServlet

orderedOutputNodes(String...) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method defines list of graph nodes to be extracted after feed-forward pass and used as OutputAdapter input

orderedOutputNodes(List<String>) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method defines list of graph nodes to be extracted after feed-forward pass and used as OutputAdapter input

orderedOutputNodes - Variable in class org.nd4j.remote.SameDiffJsonModelServer

orderedOutputNodes - Variable in class org.nd4j.remote.serving.SameDiffServlet

org.nd4j.remote - package org.nd4j.remote

org.nd4j.remote.serving - package org.nd4j.remote.serving

outputAdapter(OutputAdapter<O>) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method allows you to specify OutputAdapter to be used for inference PLEASE NOTE: This method is optional, and will require InputAdapter defined

outputSerializer(JsonSerializer<O>) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method defines JsonSerializer instance to be used to convert object of output type into JSON format, so it could be sent over the wire

P

PAYLOAD_SIZE_LIMIT - Static variable in class org.nd4j.remote.serving.SameDiffServlet

port(int) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

This method allows to configure HTTP port used for serving PLEASE NOTE: port must be free and be in range regular TCP/IP ports range

port - Variable in class org.nd4j.remote.SameDiffJsonModelServer

processModel(String) - Method in class org.nd4j.remote.serving.ServingProcessor

S

SameDiffJsonModelServer<I,O> - Class in org.nd4j.remote

This class provides JSON-powered model serving functionality for SameDiff graphs.

SameDiffJsonModelServer(InferenceAdapter<I, O>, JsonSerializer<O>, JsonDeserializer<I>, BinarySerializer<O>, BinaryDeserializer<I>, int) - Constructor for class org.nd4j.remote.SameDiffJsonModelServer

SameDiffJsonModelServer(SameDiff, InferenceAdapter<I, O>, JsonSerializer<O>, JsonDeserializer<I>, BinarySerializer<O>, BinaryDeserializer<I>, int, String[], String[]) - Constructor for class org.nd4j.remote.SameDiffJsonModelServer

SameDiffJsonModelServer.Builder<I,O> - Class in org.nd4j.remote

SameDiffServlet<I,O> - Class in org.nd4j.remote.serving

This servlet provides SameDiff model serving capabilities

SameDiffServlet(InferenceAdapter<I, O>, JsonSerializer<O>, JsonDeserializer<I>) - Constructor for class org.nd4j.remote.serving.SameDiffServlet

SameDiffServlet(InferenceAdapter<I, O>, BinarySerializer<O>, BinaryDeserializer<I>) - Constructor for class org.nd4j.remote.serving.SameDiffServlet

SameDiffServlet(InferenceAdapter<I, O>, JsonSerializer<O>, JsonDeserializer<I>, BinarySerializer<O>, BinaryDeserializer<I>) - Constructor for class org.nd4j.remote.serving.SameDiffServlet

sdModel(SameDiff) - Method in class org.nd4j.remote.SameDiffJsonModelServer.Builder

sdModel - Variable in class org.nd4j.remote.SameDiffJsonModelServer

sdModel - Variable in class org.nd4j.remote.serving.SameDiffServlet

sendBadContentType(String, HttpServletResponse) - Method in class org.nd4j.remote.serving.SameDiffServlet

sendError(String, HttpServletResponse) - Method in class org.nd4j.remote.serving.SameDiffServlet

serializer - Variable in class org.nd4j.remote.SameDiffJsonModelServer

serializer - Variable in class org.nd4j.remote.serving.SameDiffServlet

server - Variable in class org.nd4j.remote.SameDiffJsonModelServer

service(ServletRequest, ServletResponse) - Method in class org.nd4j.remote.serving.SameDiffServlet

SERVING_ENDPOINT - Static variable in class org.nd4j.remote.serving.SameDiffServlet

ServingProcessor - Class in org.nd4j.remote.serving

ServingProcessor() - Constructor for class org.nd4j.remote.serving.ServingProcessor

servingServlet - Variable in class org.nd4j.remote.SameDiffJsonModelServer

start(int, ModelServingServlet<I, O>) - Method in class org.nd4j.remote.SameDiffJsonModelServer

start() - Method in class org.nd4j.remote.SameDiffJsonModelServer

stop() - Method in class org.nd4j.remote.SameDiffJsonModelServer

T

typeBinary - Static variable in class org.nd4j.remote.serving.SameDiffServlet

typeJson - Static variable in class org.nd4j.remote.serving.SameDiffServlet

V

validateRequest(HttpServletRequest, HttpServletResponse) - Method in class org.nd4j.remote.serving.SameDiffServlet

B D G I J L M O P S T V