Hyperparameters
Hyperparameters controlling the tuning process
Operations
GetBatchSize
Get the batch size hyperparameter for tuning
method : public : GetBatchSize() ~ IntReturn
| Type | Description |
|---|---|
| Int | batch size hyperparameter for tuning |
GetEpochCount
Get the number of training epochs
method : public : GetEpochCount() ~ IntReturn
| Type | Description |
|---|---|
| Int | number of training epochs |
GetLearningRate
Get the learning rate hyperparameter for tuning
method : public : GetLearningRate() ~ FloatReturn
| Type | Description |
|---|---|
| Float | learning rate hyperparameter for tuning |
GetLearningRateMultiplier
Get the learning rate multiplier
method : public : GetLearningRateMultiplier() ~ FloatReturn
| Type | Description |
|---|---|
| Float | learning rate multiplier |
New
Constructor
New(batch_size:Int, learning_rate:Float, epoch_count:Int)Parameters
| Name | Type | Description |
|---|---|---|
| batch_size | Int | the batch size hyperparameter for tuning |
| learning_rate | Float | the learning rate hyperparameter for tuning |
| epoch_count | Int | number of training epochs |
New
Constructor
New(batch_size:Int, learning_rate:Float, epoch_count:Int, learning_rate_multiplier:Float)Parameters
| Name | Type | Description |
|---|---|---|
| batch_size | Int | batch size hyperparameter for tuning |
| learning_rate | Float | learning rate hyperparameter for tuning |
| epoch_count | Int | number of training epochs |
| learning_rate_multiplier | Float | learning rate multiplier is used to calculate a final learningrate based on the default (recommended) value |
ToJson
JSON representation of the instance
method : public : ToJson() ~ JsonElementReturn
| Type | Description |
|---|---|
| JsonElement | JSON representation of the instance |
ToString
JSON string representation of the instance
method : public : ToString() ~ StringReturn
| Type | Description |
|---|---|
| String | JSON string representation of the instance |