agnapprox.nets.resnet

Class definition for ResNet Approximate NN

Module Contents

Classes

ResNet

Definition of training hyperparameters for

Attributes

logger

agnapprox.nets.resnet.logger

class agnapprox.nets.resnet.ResNet(resnet_size: Optional[str] = 'ResNet8', **kwargs)

Bases: agnapprox.nets.approxnet.ApproxNet

Definition of training hyperparameters for approximate ResNet

_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