package keras_tuner

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• rpc GetSpace (GetSpaceRequest, GetSpaceResponse)

  service.proto:78

  Return the HyperParameter search space.

  message GetSpaceRequest

  service.proto:23

  (message has no fields)

  message GetSpaceResponse

  service.proto:25

  • optional HyperParameters hyperparameters = 1

• rpc UpdateSpace (UpdateSpaceRequest, UpdateSpaceResponse)

  service.proto:81

  Updates the HyperParameter search space.

  message UpdateSpaceRequest

  service.proto:29

  • optional HyperParameters hyperparameters = 1

  message UpdateSpaceResponse

  service.proto:33

  (message has no fields)

• rpc CreateTrial (CreateTrialRequest, CreateTrialResponse)

  service.proto:84

  Creates a Trial.

  message CreateTrialRequest

  service.proto:35

  • string tuner_id = 1

  message CreateTrialResponse

  service.proto:39

  • optional Trial trial = 1

• rpc UpdateTrial (UpdateTrialRequest, UpdateTrialResponse)

  service.proto:87

  Updates a Trial with metrics and a step.

  message UpdateTrialRequest

  service.proto:43

  • string trial_id = 1

  • map<string, double> metrics = 2

  • int64 step = 3

  message UpdateTrialResponse

  service.proto:49

  • optional Trial trial = 1

• rpc EndTrial (EndTrialRequest, EndTrialResponse)

  service.proto:90

  Ends a Trial.

  message EndTrialRequest

  service.proto:53

  • optional Trial trial = 1

  message EndTrialResponse

  service.proto:57

  (message has no fields)

• rpc GetBestTrials (GetBestTrialsRequest, GetBestTrialsResponse)

  service.proto:93

  Gets the best Trials.

  message GetBestTrialsRequest

  service.proto:59

  • int64 num_trials = 1

  message GetBestTrialsResponse

  service.proto:63

  • repeated Trial trials = 1

• rpc GetTrial (GetTrialRequest, GetTrialResponse)

  service.proto:96

  Gets a Trial by ID.

  message GetTrialRequest

  service.proto:67

  • string trial_id = 1

  message GetTrialResponse

  service.proto:71

  • optional Trial trial = 1

Used in: HyperParameters.Space

• string name = 1

• bool default = 2

• repeated Condition conditions = 3

Used in: HyperParameters.Space

• string name = 1

• repeated Value values = 2

• optional Value default = 3

• bool ordered = 4

• repeated Condition conditions = 5

Used in: Boolean, Choice, Fixed, Float, Int

• oneof kind

  • Condition.Parent parent = 1

Used in: Condition

• string name = 1

• repeated Value values = 2

Used in: HyperParameters.Space

• string name = 1

• optional Value value = 2

• repeated Condition conditions = 3

Used in: HyperParameters.Space

• string name = 1

• double min_value = 2

• double max_value = 3

• double step = 4

• Sampling sampling = 5

• double default = 6

• repeated Condition conditions = 7

Used in: GetSpaceResponse, Trial, UpdateSpaceRequest

• optional HyperParameters.Space space = 1

• optional HyperParameters.Values values = 2

Used in: HyperParameters

• repeated Float float_space = 1

• repeated Int int_space = 2

• repeated Choice choice_space = 3

• repeated Boolean boolean_space = 4

• repeated Fixed fixed_space = 5

Used in: HyperParameters

• map<string, Value> values = 1

Used in: HyperParameters.Space

• string name = 1

• sint64 min_value = 2

• sint64 max_value = 3

• sint64 step = 4

• Sampling sampling = 5

• sint64 default = 6

• repeated Condition conditions = 7

Used in: MetricsTracker

• repeated MetricObservation observations = 1

• bool maximize = 2

Used in: MetricHistory

• repeated float value = 1

• int64 step = 2

Used in: Trial

• map<string, MetricHistory> metrics = 1

Used in: Float, Int

• NONE = 0

• LINEAR = 1

• LOG = 2

• REVERSE_LOG = 3

Used in: CreateTrialResponse, EndTrialRequest, GetBestTrialsResponse, GetTrialResponse, UpdateTrialResponse

• optional HyperParameters hyperparameters = 1

• string trial_id = 2

• TrialStatus status = 3

• optional MetricsTracker metrics = 4

• optional Trial.Score score = 5

Used in: Trial

• float value = 1

• int64 step = 2

Used in: Trial

• UNKNOWN = 0

• RUNNING = 1

• IDLE = 2

• INVALID = 3

• STOPPED = 4

• COMPLETED = 5

• FAILED = 6

Used in: Choice, Condition.Parent, Fixed, HyperParameters.Values

• oneof kind

  • sint64 int_value = 1

  • double float_value = 2

  • string string_value = 3

  • bool boolean_value = 4