QuantizedVgg16 Class

  • Reference

Quantized version of VGG-16.

This model is in RGB format.

Create a version of VGG 16 quantized for the Azure ML Hardware Accelerated Models Service.

This model is in RGB format.

Inheritance
azureml.accel.models._vgg16.AbstractVgg16
QuantizedVgg16

Constructor

QuantizedVgg16(model_base_path, is_frozen=False, custom_weights_directory=None)

Parameters

model_base_path
Required

Path to download the model into. Used as a cache locally.

is_frozen
default value: False

Should the weights of the vgg-16 be frozen when it is imported. Freezing the weights can lead to faster training time, but may cause your model to perform worse overall. Defaults to false.

custom_weights_directory
default value: None

Directory to load pretrained vgg-16 weights from. Can load weights from either a float-32 version or a quantized version. If none, will load weights trained for accuracy on the Imagenet dataset.