`agnapprox.nets.alexnet`#

Class definition for AlexNet Approximate NN

Module Contents#

Classes#

Definition of training hyperparameters for

Attributes#

agnapprox.nets.alexnet.logger#

class agnapprox.nets.alexnet.AlexNet(num_classes: int = 200, pretrained: bool = True)[source]#

Bases: agnapprox.nets.approxnet.ApproxNet

Definition of training hyperparameters for approximate AlexNet

_baseline_optimizers()[source]#: Baseline Optimizer and Scheduler definition

_qat_optimizers()[source]#: Quantization-Aware Training Optimizer and Scheduler definition

_approx_optimizers()[source]#: Approximate Retraining Training Optimizer and Scheduler definition

_gs_optimizers()[source]#: Gradient Search Optimizer and Scheduler definition