Reference documentation and code samples for the Google Cloud Document Ai V1 Client class FoundationModelTuningOptions.
Options to control foundation model tuning of the processor.
Generated from protobuf message google.cloud.documentai.v1.TrainProcessorVersionRequest.FoundationModelTuningOptions
Namespace
Google \ Cloud \ DocumentAI \ V1 \ TrainProcessorVersionRequestMethods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ train_steps |
int
Optional. The number of steps to run for model tuning. Valid values are between 1 and 400. If not provided, recommended steps will be used. |
↳ learning_rate_multiplier |
float
Optional. The multiplier to apply to the recommended learning rate. Valid values are between 0.1 and 10. If not provided, recommended learning rate will be used. |
getTrainSteps
Optional. The number of steps to run for model tuning. Valid values are between 1 and 400. If not provided, recommended steps will be used.
| Returns | |
|---|---|
| Type | Description |
int |
|
setTrainSteps
Optional. The number of steps to run for model tuning. Valid values are between 1 and 400. If not provided, recommended steps will be used.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getLearningRateMultiplier
Optional. The multiplier to apply to the recommended learning rate. Valid values are between 0.1 and 10. If not provided, recommended learning rate will be used.
| Returns | |
|---|---|
| Type | Description |
float |
|
setLearningRateMultiplier
Optional. The multiplier to apply to the recommended learning rate. Valid values are between 0.1 and 10. If not provided, recommended learning rate will be used.
| Parameter | |
|---|---|
| Name | Description |
var |
float
|
| Returns | |
|---|---|
| Type | Description |
$this |
|