agnapprox.nets.vgg

Class definition for VGG Approximate NN

Module Contents

Classes

VGG	Definition of training hyperparameters for

Attributes

logger

agnapprox.nets.vgg.logger

class agnapprox.nets.vgg.VGG(vgg_size: Optional[str] = 'VGG11', num_classes: int = 200, pretrained: bool = True)

Bases: agnapprox.nets.approxnet.ApproxNet

Definition of training hyperparameters for approximate VGG

_baseline_optimizers()

Baseline Optimizer and Scheduler definition

_qat_optimizers()

Quantization-Aware Training Optimizer and Scheduler definition

_approx_optimizers()

Approximate Retraining Training Optimizer and Scheduler definition

_gs_optimizers()

Gradient Search Optimizer and Scheduler definition