Package tensorflow.serving

Class InputOuterClass.ExampleListWithContext.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<InputOuterClass.ExampleListWithContext.Builder>
com.google.protobuf.GeneratedMessageV3.Builder<InputOuterClass.ExampleListWithContext.Builder>
tensorflow.serving.InputOuterClass.ExampleListWithContext.Builder
All Implemented Interfaces:
com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable, InputOuterClass.ExampleListWithContextOrBuilder
Enclosing class:
InputOuterClass.ExampleListWithContext
public static final class InputOuterClass.ExampleListWithContext.Builder extends com.google.protobuf.GeneratedMessageV3.Builder<InputOuterClass.ExampleListWithContext.Builder> implements InputOuterClass.ExampleListWithContextOrBuilder
 Specifies one or more independent input Examples, with a common context
 Example.

 The common use case for context is to cleanly and optimally specify some
 features that are common across multiple examples.

 See example below with a search query as the context and multiple restaurants
 to perform some inference on.

 context: {
   features: {
     feature: {
       key  : "query"
       value: {
         bytes_list: {
           value: [ "pizza" ]
         }
       }
     }
   }
 }
 examples: {
   features: {
     feature: {
       key  : "cuisine"
       value: {
         bytes_list: {
           value: [ "Pizzeria" ]
         }
       }
     }
   }
 }
 examples: {
   features: {
     feature: {
       key  : "cuisine"
       value: {
         bytes_list: {
           value: [ "Taqueria" ]
         }
       }
     }
   }
 }

 Implementations of ExampleListWithContext merge the context Example into each
 of the Examples. Note that feature keys must not be duplicated between the
 Examples and context Example, or the behavior is undefined.

 See also:
     tensorflow/core/example/example.proto
     https://developers.google.com/protocol-buffers/docs/proto3#maps
Protobuf type tensorflow.serving.ExampleListWithContext