agnapprox.nets.lenet5#

Class definition for LeNet5 Approximate NN

Module Contents#

Classes#

LeNet5

Definition of training hyperparameters for

Attributes#

logger

agnapprox.nets.lenet5.logger#
class agnapprox.nets.lenet5.LeNet5[source]#

Bases: agnapprox.nets.approxnet.ApproxNet

Definition of training hyperparameters for approximate LeNet5

_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