Class ModelType (1.50.0)

Version 1.50.0

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ModelType(value)

Enum values:

MODEL_TYPE_UNSPECIFIED (0):
    Should not be set.
CLOUD (1):
    A model best tailored to be used within
    Google Cloud, and which c annot be exported.
    Default.
MOBILE_VERSATILE_1 (2):
    A model that, in addition to being available
    within Google Cloud, can also be exported (see
    ModelService.ExportModel) as a TensorFlow or
    TensorFlow Lite model and used on a mobile or
    edge device afterwards.
MOBILE_CORAL_VERSATILE_1 (3):
    A versatile model that is meant to be
    exported (see ModelService.ExportModel) and used
    on a Google Coral device.
MOBILE_CORAL_LOW_LATENCY_1 (4):
    A model that trades off quality for low
    latency, to be exported (see
    ModelService.ExportModel) and used on a Google
    Coral device.
MOBILE_JETSON_VERSATILE_1 (5):
    A versatile model that is meant to be
    exported (see ModelService.ExportModel) and used
    on an NVIDIA Jetson device.
MOBILE_JETSON_LOW_LATENCY_1 (6):
    A model that trades off quality for low
    latency, to be exported (see
    ModelService.ExportModel) and used on an NVIDIA
    Jetson device.

Methods

ModelType

ModelType(value)

Enum values:

MODEL_TYPE_UNSPECIFIED (0):
    Should not be set.
CLOUD (1):
    A model best tailored to be used within
    Google Cloud, and which c annot be exported.
    Default.
MOBILE_VERSATILE_1 (2):
    A model that, in addition to being available
    within Google Cloud, can also be exported (see
    ModelService.ExportModel) as a TensorFlow or
    TensorFlow Lite model and used on a mobile or
    edge device afterwards.
MOBILE_CORAL_VERSATILE_1 (3):
    A versatile model that is meant to be
    exported (see ModelService.ExportModel) and used
    on a Google Coral device.
MOBILE_CORAL_LOW_LATENCY_1 (4):
    A model that trades off quality for low
    latency, to be exported (see
    ModelService.ExportModel) and used on a Google
    Coral device.
MOBILE_JETSON_VERSATILE_1 (5):
    A versatile model that is meant to be
    exported (see ModelService.ExportModel) and used
    on an NVIDIA Jetson device.
MOBILE_JETSON_LOW_LATENCY_1 (6):
    A model that trades off quality for low
    latency, to be exported (see
    ModelService.ExportModel) and used on an NVIDIA
    Jetson device.

ModelType

ModelType(value)

Enum values:

MODEL_TYPE_UNSPECIFIED (0):
    Should not be set.
CLOUD (1):
    A model best tailored to be used within
    Google Cloud, and which c annot be exported.
    Default.
MOBILE_VERSATILE_1 (2):
    A model that, in addition to being available
    within Google Cloud, can also be exported (see
    ModelService.ExportModel) as a TensorFlow or
    TensorFlow Lite model and used on a mobile or
    edge device afterwards.
MOBILE_CORAL_VERSATILE_1 (3):
    A versatile model that is meant to be
    exported (see ModelService.ExportModel) and used
    on a Google Coral device.
MOBILE_CORAL_LOW_LATENCY_1 (4):
    A model that trades off quality for low
    latency, to be exported (see
    ModelService.ExportModel) and used on a Google
    Coral device.
MOBILE_JETSON_VERSATILE_1 (5):
    A versatile model that is meant to be
    exported (see ModelService.ExportModel) and used
    on an NVIDIA Jetson device.
MOBILE_JETSON_LOW_LATENCY_1 (6):
    A model that trades off quality for low
    latency, to be exported (see
    ModelService.ExportModel) and used on an NVIDIA
    Jetson device.