Index

A

add_comment() (training.TrainingClass.TrainData method) add_epoch() (training.TrainingClass.TrainData method)

add_training() (training.TrainingClass method) add_valid_epoch() (training.TrainingClass.TrainData method) args (training.NetBase attribute)

B

base_path (training.ReportManager attribute) best_epoch (training.TrainingClass attribute) (training.TrainingClass.TrainData attribute)

best_state (training.TrainingClass attribute) (training.TrainingClass.TrainData attribute)

C

chdir() (training.ReportManager method) comment (training.TrainingClass.TrainData attribute) config (lightning_objects.LitConvNet attribute)

configure_optimizers() (lightning_objects.LitConvNet method) ConvNetBase (class in nets) cross_val() (datasets.HASYv2Dataset method)

D

DatasetBase (class in datasets) datasets module

decorators module delete_state_dicts (training.TrainingClass attribute) dirname (training.ReportManager attribute)

F

files (training.ReportManager attribute) finish_training() (training.TrainingClass method) (training.TrainingClass.TrainData method) for_colab() (datasets.HASYv2Dataset method)

forward() (lightning_objects.LitConvNet method) (nets.ConvNetBase method) (training.NetBase method) FourLayer (class in nets)

G

get_params() (training.NetBase method)

get_trainer() (in module lightning_objects)

H

HASYv2Dataset (class in datasets)

I

inputs (datasets.DatasetBase attribute)

is_classifier (training.NetBase attribute)

K

kwargs (training.NetBase attribute)

L

lightning_objects module

LitConvNet (class in lightning_objects) loss (lightning_objects.LitConvNet attribute)

M

manager (training.NetBase attribute) (training.TrainingClass attribute) model (lightning_objects.LitConvNet attribute) model_config (lightning_objects.LitConvNet attribute) module datasets decorators lightning_objects nets training

N

nb_epochs (training.TrainingClass attribute) NetBase (class in training)

nets module

O

on_fit_end() (lightning_objects.LitConvNet method) on_fit_start() (lightning_objects.LitConvNet method)

on_train_epoch_end() (lightning_objects.LitConvNet method) on_validation_epoch_end() (lightning_objects.LitConvNet method) output (datasets.DatasetBase attribute)

P

path (training.ReportManager attribute)

plot() (training.TrainingClass method)

R

remove_epochs() (training.ReportManager method) report() (datasets.DatasetBase method) (in module training) (lightning_objects.LitConvNet method) (training.NetBase method) (training.TrainingClass method) (training.TrainingClass.TrainData method)

report_dir (training.ReportManager attribute) ReportManager (class in training) ReportManager.File (class in training) reset() (training.NetBase method)

S

state_dict_list (training.TrainingClass.TrainData attribute)

T

test_path() (training.ReportManager.File method) TFCNN (class in nets) ThreeLayer (class in nets) timer() (in module decorators) to() (datasets.DatasetBase method) train_accur (training.TrainingClass attribute) (training.TrainingClass.TrainData attribute) train_epoch_idx (training.TrainingClass attribute) (training.TrainingClass.TrainData attribute) train_error (training.TrainingClass attribute) (training.TrainingClass.TrainData attribute) train_lightning_model() (in module lightning_objects)

train_list (training.TrainingClass attribute) train_model() (in module training) train_step_accur (lightning_objects.LitConvNet attribute) train_step_loss (lightning_objects.LitConvNet attribute) trainclass (training.NetBase attribute) training module training_config (lightning_objects.LitConvNet attribute) training_step() (lightning_objects.LitConvNet method) TrainingClass (class in training) TrainingClass.TrainData (class in training) TwoLayer (class in nets)

V

valid_accur (training.TrainingClass attribute) (training.TrainingClass.TrainData attribute) valid_epoch_idx (training.TrainingClass attribute) (training.TrainingClass.TrainData attribute)

valid_error (training.TrainingClass attribute) (training.TrainingClass.TrainData attribute) valid_step_accur (lightning_objects.LitConvNet attribute) valid_step_loss (lightning_objects.LitConvNet attribute) validation_step() (lightning_objects.LitConvNet method)