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public enum AutoMlImageClassificationInputs.ModelType extends Enum<AutoMlImageClassificationInputs.ModelType> implements ProtocolMessageEnumProtobuf enum
google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageClassificationInputs.ModelType
Implements
ProtocolMessageEnumStatic Fields |
|
|---|---|
| Name | Description |
CLOUD |
A Model best tailored to be used within Google Cloud, and which cannot be exported. Default. |
CLOUD_VALUE |
A Model best tailored to be used within Google Cloud, and which cannot be exported. Default. |
MOBILE_TF_HIGH_ACCURACY_1 |
A model that, in addition to being available within Google Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow or Core ML model and used on a mobile or edge device afterwards. Expected to have a higher latency, but should also have a higher prediction quality than other mobile models. |
MOBILE_TF_HIGH_ACCURACY_1_VALUE |
A model that, in addition to being available within Google Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow or Core ML model and used on a mobile or edge device afterwards. Expected to have a higher latency, but should also have a higher prediction quality than other mobile models. |
MOBILE_TF_LOW_LATENCY_1 |
A model that, in addition to being available within Google Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow or Core ML model and used on a mobile or edge device afterwards. Expected to have low latency, but may have lower prediction quality than other mobile models. |
MOBILE_TF_LOW_LATENCY_1_VALUE |
A model that, in addition to being available within Google Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow or Core ML model and used on a mobile or edge device afterwards. Expected to have low latency, but may have lower prediction quality than other mobile models. |
MOBILE_TF_VERSATILE_1 |
A model that, in addition to being available within Google Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow or Core ML model and used on a mobile or edge device with afterwards. |
MOBILE_TF_VERSATILE_1_VALUE |
A model that, in addition to being available within Google Cloud, can also be exported (see ModelService.ExportModel) as TensorFlow or Core ML model and used on a mobile or edge device with afterwards. |
MODEL_TYPE_UNSPECIFIED |
Should not be set. |
MODEL_TYPE_UNSPECIFIED_VALUE |
Should not be set. |
UNRECOGNIZED |
|
Static Methods |
|
|---|---|
| Name | Description |
forNumber(int value) |
|
getDescriptor() |
|
internalGetValueMap() |
|
valueOf(Descriptors.EnumValueDescriptor desc) |
|
valueOf(int value) |
Deprecated. Use #forNumber(int) instead. |
valueOf(String name) |
|
values() |
|
Methods |
|
|---|---|
| Name | Description |
getDescriptorForType() |
|
getNumber() |
|
getValueDescriptor() |
|