Package tensorflow.serving

Interface Summary

Interface	Description
Classification.ClassificationRequestOrBuilder
Classification.ClassificationResponseOrBuilder
Classification.ClassificationResultOrBuilder
Classification.ClassificationsOrBuilder
Classification.ClassOrBuilder
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableToMonitorOrBuilder
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.AllOrBuilder
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.LatestOrBuilder
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.SpecificOrBuilder
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicyOrBuilder
FileSystemStoragePathSource.FileSystemStoragePathSourceConfigOrBuilder
GetModelMetadata.GetModelMetadataRequestOrBuilder
GetModelMetadata.GetModelMetadataResponseOrBuilder
GetModelMetadata.SignatureDefMapOrBuilder
GetModelStatus.GetModelStatusRequestOrBuilder
GetModelStatus.GetModelStatusResponseOrBuilder
GetModelStatus.ModelVersionStatusOrBuilder
Inference.InferenceResultOrBuilder
Inference.InferenceTaskOrBuilder
Inference.MultiInferenceRequestOrBuilder
Inference.MultiInferenceResponseOrBuilder
InputOuterClass.ExampleListOrBuilder
InputOuterClass.ExampleListWithContextOrBuilder
InputOuterClass.InputOrBuilder
LogCollectorConfigOuterClass.LogCollectorConfigOrBuilder
Logging.LogMetadataOrBuilder
LoggingConfigOuterClass.LoggingConfigOrBuilder
LoggingConfigOuterClass.SamplingConfigOrBuilder
Model.ModelSpecOrBuilder
ModelManagement.ReloadConfigRequestOrBuilder
ModelManagement.ReloadConfigResponseOrBuilder
ModelServerConfigOuterClass.ModelConfigListOrBuilder
ModelServerConfigOuterClass.ModelConfigOrBuilder
ModelServerConfigOuterClass.ModelServerConfigOrBuilder
Predict.PredictRequestOrBuilder
Predict.PredictResponseOrBuilder
RegressionOuterClass.RegressionOrBuilder
RegressionOuterClass.RegressionRequestOrBuilder
RegressionOuterClass.RegressionResponseOrBuilder
RegressionOuterClass.RegressionResultOrBuilder
SessionServiceOuterClass.SessionRunRequestOrBuilder
SessionServiceOuterClass.SessionRunResponseOrBuilder
Status.StatusProtoOrBuilder

Class Summary

Class	Description
Classification
Classification.Class	A single class.
Classification.Class.Builder	A single class.
Classification.ClassificationRequest	Protobuf type tensorflow.serving.ClassificationRequest
Classification.ClassificationRequest.Builder	Protobuf type tensorflow.serving.ClassificationRequest
Classification.ClassificationResponse	Protobuf type tensorflow.serving.ClassificationResponse
Classification.ClassificationResponse.Builder	Protobuf type tensorflow.serving.ClassificationResponse
Classification.ClassificationResult	Contains one result per input example, in the same order as the input in ClassificationRequest.
Classification.ClassificationResult.Builder	Contains one result per input example, in the same order as the input in ClassificationRequest.
Classification.Classifications	List of classes for a single item (tensorflow.Example).
Classification.Classifications.Builder	List of classes for a single item (tensorflow.Example).
FileSystemStoragePathSource
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig	Config proto for FileSystemStoragePathSource.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.Builder	Config proto for FileSystemStoragePathSource.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableToMonitor	A servable name and base path to look for versions of the servable.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableToMonitor.Builder	A servable name and base path to look for versions of the servable.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy	A policy that dictates which version(s) of a servable should be served.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.All	Serve all versions found on disk.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.All.Builder	Serve all versions found on disk.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.Builder	A policy that dictates which version(s) of a servable should be served.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.Latest	Serve the latest versions (i.e.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.Latest.Builder	Serve the latest versions (i.e.
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.Specific	Serve a specific version (or set of versions).
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.Specific.Builder	Serve a specific version (or set of versions).
GetModelMetadata
GetModelMetadata.GetModelMetadataRequest	Protobuf type tensorflow.serving.GetModelMetadataRequest
GetModelMetadata.GetModelMetadataRequest.Builder	Protobuf type tensorflow.serving.GetModelMetadataRequest
GetModelMetadata.GetModelMetadataResponse	Protobuf type tensorflow.serving.GetModelMetadataResponse
GetModelMetadata.GetModelMetadataResponse.Builder	Protobuf type tensorflow.serving.GetModelMetadataResponse
GetModelMetadata.SignatureDefMap	Message returned for "signature_def" field.
GetModelMetadata.SignatureDefMap.Builder	Message returned for "signature_def" field.
GetModelStatus
GetModelStatus.GetModelStatusRequest	GetModelStatusRequest contains a ModelSpec indicating the model for which to get status.
GetModelStatus.GetModelStatusRequest.Builder	GetModelStatusRequest contains a ModelSpec indicating the model for which to get status.
GetModelStatus.GetModelStatusResponse	Response for ModelStatusRequest on successful run.
GetModelStatus.GetModelStatusResponse.Builder	Response for ModelStatusRequest on successful run.
GetModelStatus.ModelVersionStatus	Version number, state, and status for a single version of a model.
GetModelStatus.ModelVersionStatus.Builder	Version number, state, and status for a single version of a model.
Inference
Inference.InferenceResult	Inference result, matches the type of request or is an error.
Inference.InferenceResult.Builder	Inference result, matches the type of request or is an error.
Inference.InferenceTask	Inference request such as classification, regression, etc...
Inference.InferenceTask.Builder	Inference request such as classification, regression, etc...
Inference.MultiInferenceRequest	Inference request containing one or more requests.
Inference.MultiInferenceRequest.Builder	Inference request containing one or more requests.
Inference.MultiInferenceResponse	Inference request containing one or more responses.
Inference.MultiInferenceResponse.Builder	Inference request containing one or more responses.
InputOuterClass
InputOuterClass.ExampleList	Specifies one or more fully independent input Examples.
InputOuterClass.ExampleList.Builder	Specifies one or more fully independent input Examples.
InputOuterClass.ExampleListWithContext	Specifies one or more independent input Examples, with a common context Example.
InputOuterClass.ExampleListWithContext.Builder	Specifies one or more independent input Examples, with a common context Example.
InputOuterClass.Input	Protobuf type tensorflow.serving.Input
InputOuterClass.Input.Builder	Protobuf type tensorflow.serving.Input
LogCollectorConfigOuterClass
LogCollectorConfigOuterClass.LogCollectorConfig	Protobuf type tensorflow.serving.LogCollectorConfig
LogCollectorConfigOuterClass.LogCollectorConfig.Builder	Protobuf type tensorflow.serving.LogCollectorConfig
Logging
Logging.LogMetadata	Metadata logged along with the request logs.
Logging.LogMetadata.Builder	Metadata logged along with the request logs.
LoggingConfigOuterClass
LoggingConfigOuterClass.LoggingConfig	Configuration for logging query/responses.
LoggingConfigOuterClass.LoggingConfig.Builder	Configuration for logging query/responses.
LoggingConfigOuterClass.SamplingConfig	Protobuf type tensorflow.serving.SamplingConfig
LoggingConfigOuterClass.SamplingConfig.Builder	Protobuf type tensorflow.serving.SamplingConfig
Model
Model.ModelSpec	Metadata for an inference request such as the model name and version.
Model.ModelSpec.Builder	Metadata for an inference request such as the model name and version.
ModelManagement
ModelManagement.ReloadConfigRequest	Protobuf type tensorflow.serving.ReloadConfigRequest
ModelManagement.ReloadConfigRequest.Builder	Protobuf type tensorflow.serving.ReloadConfigRequest
ModelManagement.ReloadConfigResponse	Protobuf type tensorflow.serving.ReloadConfigResponse
ModelManagement.ReloadConfigResponse.Builder	Protobuf type tensorflow.serving.ReloadConfigResponse
ModelServerConfigOuterClass
ModelServerConfigOuterClass.ModelConfig	Common configuration for loading a model being served.
ModelServerConfigOuterClass.ModelConfig.Builder	Common configuration for loading a model being served.
ModelServerConfigOuterClass.ModelConfigList	Static list of models to be loaded for serving.
ModelServerConfigOuterClass.ModelConfigList.Builder	Static list of models to be loaded for serving.
ModelServerConfigOuterClass.ModelServerConfig	ModelServer config.
ModelServerConfigOuterClass.ModelServerConfig.Builder	ModelServer config.
ModelServiceGrpc	ModelService provides methods to query and update the state of the server, e.g.
ModelServiceGrpc.ModelServiceBlockingStub	ModelService provides methods to query and update the state of the server, e.g.
ModelServiceGrpc.ModelServiceFutureStub	ModelService provides methods to query and update the state of the server, e.g.
ModelServiceGrpc.ModelServiceImplBase	ModelService provides methods to query and update the state of the server, e.g.
ModelServiceGrpc.ModelServiceStub	ModelService provides methods to query and update the state of the server, e.g.
ModelServiceOuterClass
Predict
Predict.PredictRequest	PredictRequest specifies which TensorFlow model to run, as well as how inputs are mapped to tensors and how outputs are filtered before returning to user.
Predict.PredictRequest.Builder	PredictRequest specifies which TensorFlow model to run, as well as how inputs are mapped to tensors and how outputs are filtered before returning to user.
Predict.PredictResponse	Response for PredictRequest on successful run.
Predict.PredictResponse.Builder	Response for PredictRequest on successful run.
PredictionServiceGrpc	open source marker; do not remove PredictionService provides access to machine-learned models loaded by model_servers.
PredictionServiceGrpc.PredictionServiceBlockingStub	open source marker; do not remove PredictionService provides access to machine-learned models loaded by model_servers.
PredictionServiceGrpc.PredictionServiceFutureStub	open source marker; do not remove PredictionService provides access to machine-learned models loaded by model_servers.
PredictionServiceGrpc.PredictionServiceImplBase	open source marker; do not remove PredictionService provides access to machine-learned models loaded by model_servers.
PredictionServiceGrpc.PredictionServiceStub	open source marker; do not remove PredictionService provides access to machine-learned models loaded by model_servers.
PredictionServiceOuterClass
RegressionOuterClass
RegressionOuterClass.Regression	Regression result for a single item (tensorflow.Example).
RegressionOuterClass.Regression.Builder	Regression result for a single item (tensorflow.Example).
RegressionOuterClass.RegressionRequest	Protobuf type tensorflow.serving.RegressionRequest
RegressionOuterClass.RegressionRequest.Builder	Protobuf type tensorflow.serving.RegressionRequest
RegressionOuterClass.RegressionResponse	Protobuf type tensorflow.serving.RegressionResponse
RegressionOuterClass.RegressionResponse.Builder	Protobuf type tensorflow.serving.RegressionResponse
RegressionOuterClass.RegressionResult	Contains one result per input example, in the same order as the input in RegressionRequest.
RegressionOuterClass.RegressionResult.Builder	Contains one result per input example, in the same order as the input in RegressionRequest.
SessionServiceGrpc	SessionService defines a service with which a client can interact to execute Tensorflow model inference.
SessionServiceGrpc.SessionServiceBlockingStub	SessionService defines a service with which a client can interact to execute Tensorflow model inference.
SessionServiceGrpc.SessionServiceFutureStub	SessionService defines a service with which a client can interact to execute Tensorflow model inference.
SessionServiceGrpc.SessionServiceImplBase	SessionService defines a service with which a client can interact to execute Tensorflow model inference.
SessionServiceGrpc.SessionServiceStub	SessionService defines a service with which a client can interact to execute Tensorflow model inference.
SessionServiceOuterClass
SessionServiceOuterClass.SessionRunRequest	Protobuf type tensorflow.serving.SessionRunRequest
SessionServiceOuterClass.SessionRunRequest.Builder	Protobuf type tensorflow.serving.SessionRunRequest
SessionServiceOuterClass.SessionRunResponse	Protobuf type tensorflow.serving.SessionRunResponse
SessionServiceOuterClass.SessionRunResponse.Builder	Protobuf type tensorflow.serving.SessionRunResponse
Status
Status.StatusProto	Status that corresponds to Status in third_party/tensorflow/core/lib/core/status.h.
Status.StatusProto.Builder	Status that corresponds to Status in third_party/tensorflow/core/lib/core/status.h.

Enum Summary

Enum	Description
FileSystemStoragePathSource.FileSystemStoragePathSourceConfig.ServableVersionPolicy.PolicyChoiceCase
GetModelStatus.ModelVersionStatus.State	States that map to ManagerState enum in tensorflow_serving/core/servable_state.h
Inference.InferenceResult.ResultCase
InputOuterClass.Input.KindCase
Model.ModelSpec.VersionChoiceCase
ModelServerConfigOuterClass.ModelServerConfig.ConfigCase
ModelServerConfigOuterClass.ModelType	The type of model.