agnapprox.nets.mobilenetv2

Class definition for MobileNetV2 Approximate NN

Module Contents

Classes

MobileNetV2

Definition of training hyperparameters for

Attributes

logger

agnapprox.nets.mobilenetv2.logger

class agnapprox.nets.mobilenetv2.MobileNetV2(num_classes: int = 200, pretrained: bool = True)

Bases: agnapprox.nets.approxnet.ApproxNet

Definition of training hyperparameters for approximate MobileNetV2

_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