public enum AutoMlImageObjectDetectionInputs.ModelType extends Enum<AutoMlImageObjectDetectionInputs.ModelType> implements ProtocolMessageEnum
Protobuf enum
google.cloud.aiplatform.v1.schema.trainingjob.definition.AutoMlImageObjectDetectionInputs.ModelType
Implements
ProtocolMessageEnumStatic Fields |
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Name | Description |
CLOUD_HIGH_ACCURACY_1 |
A model best tailored to be used within Google Cloud, and which cannot be exported. Expected to have a higher latency, but should also have a higher prediction quality than other cloud models. |
CLOUD_HIGH_ACCURACY_1_VALUE |
A model best tailored to be used within Google Cloud, and which cannot be exported. Expected to have a higher latency, but should also have a higher prediction quality than other cloud models. |
CLOUD_LOW_LATENCY_1 |
A model best tailored to be used within Google Cloud, and which cannot be exported. Expected to have a low latency, but may have lower prediction quality than other cloud models. |
CLOUD_LOW_LATENCY_1_VALUE |
A model best tailored to be used within Google Cloud, and which cannot be exported. Expected to have a low latency, but may have lower prediction quality than other cloud models. |
MOBILE_TF_HIGH_ACCURACY_1 |
A model that, in addition to being available within Google Cloud, can also be exported (see ModelService.ExportModel) and used on a mobile or edge device with TensorFlow 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) and used on a mobile or edge device with TensorFlow 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) and used on a mobile or edge device with TensorFlow 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) and used on a mobile or edge device with TensorFlow 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) and used on a mobile or edge device with TensorFlow afterwards. |
MOBILE_TF_VERSATILE_1_VALUE |
A model that, in addition to being available within Google Cloud can also be exported (see ModelService.ExportModel) and used on a mobile or edge device with TensorFlow afterwards. |
MODEL_TYPE_UNSPECIFIED |
Should not be set. |
MODEL_TYPE_UNSPECIFIED_VALUE |
Should not be set. |
UNRECOGNIZED |
Static Methods |
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Name | Description |
forNumber(int value) |
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getDescriptor() |
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internalGetValueMap() |
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valueOf(Descriptors.EnumValueDescriptor desc) |
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valueOf(int value) |
Deprecated. Use #forNumber(int) instead. |
valueOf(String name) |
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values() |
Methods |
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Name | Description |
getDescriptorForType() |
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getNumber() |
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getValueDescriptor() |