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    public interface PartnerModelTuningSpecOrBuilder extends MessageOrBuilder

## Implements

[MessageOrBuilder](https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.MessageOrBuilder.html)

## Methods

### containsHyperParameters(String key)

    public abstract boolean containsHyperParameters(String key)

Hyperparameters for tuning. The accepted hyper_parameters and their valid
range of values will differ depending on the base model.

`map<string, .google.protobuf.Value> hyper_parameters = 3;`

| **Parameter** ||
|---|---|
| **Name** | **Description** |
| `key` | `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` |

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` |   |

### getHyperParameters() (deprecated)

    public abstract Map<String,Value> getHyperParameters()

Use [#getHyperParametersMap()](https://docs.cloud.google.com/java/docs/reference/google-cloud-aiplatform/latest/com.google.cloud.aiplatform.v1beta1.PartnerModelTuningSpecOrBuilder#com_google_cloud_aiplatform_v1beta1_PartnerModelTuningSpecOrBuilder_getHyperParametersMap__) instead.

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/util/Map.html<https://docs.oracle.com/javase/8/docs/api/java/lang/String.html,https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.Value.html>` |   |

### getHyperParametersCount()

    public abstract int getHyperParametersCount()

Hyperparameters for tuning. The accepted hyper_parameters and their valid
range of values will differ depending on the base model.

`map<string, .google.protobuf.Value> hyper_parameters = 3;`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/tutorial/java/nutsandbolts/datatypes.html` |   |

### getHyperParametersMap()

    public abstract Map<String,Value> getHyperParametersMap()

Hyperparameters for tuning. The accepted hyper_parameters and their valid
range of values will differ depending on the base model.

`map<string, .google.protobuf.Value> hyper_parameters = 3;`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/util/Map.html<https://docs.oracle.com/javase/8/docs/api/java/lang/String.html,https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.Value.html>` |   |

### getHyperParametersOrDefault(String key, Value defaultValue)

    public abstract Value getHyperParametersOrDefault(String key, Value defaultValue)

Hyperparameters for tuning. The accepted hyper_parameters and their valid
range of values will differ depending on the base model.

`map<string, .google.protobuf.Value> hyper_parameters = 3;`

| **Parameters** ||
|---|---|
| **Name** | **Description** |
| `key` | `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` |
| `defaultValue` | `https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.Value.html` |

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.Value.html` |   |

### getHyperParametersOrThrow(String key)

    public abstract Value getHyperParametersOrThrow(String key)

Hyperparameters for tuning. The accepted hyper_parameters and their valid
range of values will differ depending on the base model.

`map<string, .google.protobuf.Value> hyper_parameters = 3;`

| **Parameter** ||
|---|---|
| **Name** | **Description** |
| `key` | `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` |

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.Value.html` |   |

### getTrainingDatasetUri()

    public abstract String getTrainingDatasetUri()

Required. Cloud Storage path to file containing training dataset for
tuning. The dataset must be formatted as a JSONL file.

`string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` | The trainingDatasetUri. |

### getTrainingDatasetUriBytes()

    public abstract ByteString getTrainingDatasetUriBytes()

Required. Cloud Storage path to file containing training dataset for
tuning. The dataset must be formatted as a JSONL file.

`string training_dataset_uri = 1 [(.google.api.field_behavior) = REQUIRED];`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.ByteString.html` | The bytes for trainingDatasetUri. |

### getValidationDatasetUri()

    public abstract String getValidationDatasetUri()

Optional. Cloud Storage path to file containing validation dataset for
tuning. The dataset must be formatted as a JSONL file.

`string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://docs.oracle.com/javase/8/docs/api/java/lang/String.html` | The validationDatasetUri. |

### getValidationDatasetUriBytes()

    public abstract ByteString getValidationDatasetUriBytes()

Optional. Cloud Storage path to file containing validation dataset for
tuning. The dataset must be formatted as a JSONL file.

`string validation_dataset_uri = 2 [(.google.api.field_behavior) = OPTIONAL];`

| **Returns** ||
|---|---|
| **Type** | **Description** |
| `https://cloud.google.com/java/docs/reference/protobuf/latest/com.google.protobuf.ByteString.html` | The bytes for validationDatasetUri. |