Index

_

__init__() (frarch.modules.metrics.wrapper.MetricsWrapper method) (frarch.utils.freezable_module_dict.FreezableModuleDict method)

A

aggregation_methods (frarch.modules.metrics.base.Metric attribute)

AggregationModes (class in frarch.modules.metrics.base)

B

BaseTrainer (class in frarch.train.base_trainer)

build_experiment_structure() (in module frarch.utils.data) BypassModel (class in frarch.models.mock)

C

Caltech101 (class in frarch.datasets.caltech101) Checkpointer (class in frarch.modules.checkpointer) ckpt_interval_minutes (frarch.train.base_trainer.BaseTrainer attribute) ClassificationError (class in frarch.modules.metrics.classification_error)

ClassifierTrainer (class in frarch.train.classifier_trainer) create_dataloader() (in module frarch.utils.data) create_logger_file() (in module frarch.utils.logging.create_logger) current_epoch (frarch.modules.checkpointer.Checkpointer property)

D

DatasetNotFoundError debug (frarch.train.base_trainer.BaseTrainer attribute)

debug_batches (frarch.train.base_trainer.BaseTrainer attribute) device (frarch.train.base_trainer.BaseTrainer attribute) download_url() (in module frarch.utils.data)

E

exists_checkpoint() (frarch.modules.checkpointer.Checkpointer method)

F

FashionClassifier (class in frarch.models.classification.cnn.fashionCNN) FashionCNN (class in frarch.models.classification.cnn.fashionCNN) fit() (frarch.train.base_trainer.BaseTrainer method) (frarch.train.classifier_trainer.ClassifierTrainer method) forward() (frarch.models.classification.cnn.fashionCNN.FashionClassifier method) (frarch.models.classification.cnn.fashionCNN.FashionCNN method) (frarch.models.classification.cnn.mitCNNs.MitCNN method) (frarch.models.classification.cnn.mitCNNs.MitCNNClassifier method) (frarch.models.classification.cnn.mnistCNN.MNISTClassifier method) (frarch.models.classification.cnn.mnistCNN.MNISTCNN method) (frarch.models.classification.cnn.resnet.ResNet method) (frarch.models.classification.cnn.vgg.VGG method) (frarch.models.mock.BypassModel method) frarch module frarch.datasets module frarch.datasets.caltech101 module frarch.datasets.mit67 module frarch.datasets.oxford_pets module frarch.datasets.transforms module frarch.datasets.transforms.pil_transforms module frarch.models module frarch.models.classification module frarch.models.classification.cnn module frarch.models.classification.cnn.fashionCNN module frarch.models.classification.cnn.mitCNNs module frarch.models.classification.cnn.mnistCNN module frarch.models.classification.cnn.resnet module frarch.models.classification.cnn.vgg module

frarch.models.mock module frarch.modules module frarch.modules.checkpointer module frarch.modules.metrics module frarch.modules.metrics.base module frarch.modules.metrics.classification_error module frarch.modules.metrics.wrapper module frarch.parser module frarch.train module frarch.train.base_trainer module frarch.train.classifier_trainer module frarch.utils module frarch.utils.data module frarch.utils.enums module frarch.utils.enums.base module frarch.utils.enums.stages module frarch.utils.exceptions module frarch.utils.freezable_module_dict module frarch.utils.logging module frarch.utils.logging.create_logger module FrarchException FreezableModuleDict (class in frarch.utils.freezable_module_dict)

G

get_metric() (frarch.modules.metrics.base.Metric method) get_metrics() (frarch.modules.metrics.wrapper.MetricsWrapper method)

get_number_classes() (frarch.datasets.caltech101.Caltech101 method) (frarch.datasets.mit67.Mit67 method) (frarch.datasets.oxford_pets.OxfordPets method)

L

load() (frarch.modules.checkpointer.Checkpointer method)

M

MAX (frarch.modules.metrics.base.AggregationModes attribute) MEAN (frarch.modules.metrics.base.AggregationModes attribute) MetaEnum (class in frarch.utils.enums.base) Metric (class in frarch.modules.metrics.base) MetricsWrapper (class in frarch.modules.metrics.wrapper) MIN (frarch.modules.metrics.base.AggregationModes attribute) Mit67 (class in frarch.datasets.mit67) MitCNN (class in frarch.models.classification.cnn.mitCNNs) MitCNNClassifier (class in frarch.models.classification.cnn.mitCNNs) MNISTClassifier (class in frarch.models.classification.cnn.mnistCNN) MNISTCNN (class in frarch.models.classification.cnn.mnistCNN) module frarch frarch.datasets frarch.datasets.caltech101 frarch.datasets.mit67 frarch.datasets.oxford_pets frarch.datasets.transforms frarch.datasets.transforms.pil_transforms frarch.models frarch.models.classification frarch.models.classification.cnn frarch.models.classification.cnn.fashionCNN frarch.models.classification.cnn.mitCNNs frarch.models.classification.cnn.mnistCNN frarch.models.classification.cnn.resnet frarch.models.classification.cnn.vgg frarch.models.mock frarch.modules frarch.modules.checkpointer frarch.modules.metrics frarch.modules.metrics.base frarch.modules.metrics.classification_error frarch.modules.metrics.wrapper frarch.parser frarch.train frarch.train.base_trainer frarch.train.classifier_trainer frarch.utils frarch.utils.data frarch.utils.enums frarch.utils.enums.base frarch.utils.enums.stages frarch.utils.exceptions frarch.utils.freezable_module_dict frarch.utils.logging frarch.utils.logging.create_logger

modules (frarch.train.base_trainer.BaseTrainer attribute) (frarch.train.classifier_trainer.ClassifierTrainer attribute)

N

next_epoch (frarch.modules.checkpointer.Checkpointer property)

nonfinite_patience (frarch.train.base_trainer.BaseTrainer attribute) noprogressbar (frarch.train.base_trainer.BaseTrainer attribute)

O

opt_class (frarch.train.classifier_trainer.ClassifierTrainer attribute)

OxfordPets (class in frarch.datasets.oxford_pets)

P

parse_arguments() (in module frarch.parser) PILBrightness (class in frarch.datasets.transforms.pil_transforms) PILColorBalance (class in frarch.datasets.transforms.pil_transforms)

PILContrast (class in frarch.datasets.transforms.pil_transforms) PILSharpness (class in frarch.datasets.transforms.pil_transforms) PowerPIL (class in frarch.datasets.transforms.pil_transforms)

R

RandomFlip (class in frarch.datasets.transforms.pil_transforms) RandomOrder (class in frarch.datasets.transforms.pil_transforms) RandomRotate (class in frarch.datasets.transforms.pil_transforms) read_file() (in module frarch.utils.data) reset() (frarch.modules.metrics.base.Metric method) (frarch.modules.metrics.wrapper.MetricsWrapper method) ResNet (class in frarch.models.classification.cnn.resnet)

resnet101() (in module frarch.models.classification.cnn.resnet) resnet152() (in module frarch.models.classification.cnn.resnet) resnet18() (in module frarch.models.classification.cnn.resnet) resnet34() (in module frarch.models.classification.cnn.resnet) resnet50() (in module frarch.models.classification.cnn.resnet) resnext101_32x8d() (in module frarch.models.classification.cnn.resnet) resnext50_32x4d() (in module frarch.models.classification.cnn.resnet)

S

save() (frarch.modules.checkpointer.Checkpointer method) save_initial_weights() (frarch.modules.checkpointer.Checkpointer method)

Stage (class in frarch.utils.enums.stages) step (frarch.modules.checkpointer.Checkpointer property) StringEnum (class in frarch.utils.enums.base)

T

tensor_in_device() (in module frarch.utils.data) TEST (frarch.utils.enums.stages.Stage attribute) TRAIN (frarch.utils.enums.stages.Stage attribute) train_interval (frarch.train.base_trainer.BaseTrainer attribute) training (frarch.models.classification.cnn.fashionCNN.FashionClassifier attribute) (frarch.models.classification.cnn.fashionCNN.FashionCNN attribute) (frarch.models.classification.cnn.mitCNNs.MitCNN attribute) (frarch.models.classification.cnn.mitCNNs.MitCNNClassifier attribute) (frarch.models.classification.cnn.mnistCNN.MNISTClassifier attribute) (frarch.models.classification.cnn.mnistCNN.MNISTCNN attribute) (frarch.models.classification.cnn.resnet.ResNet attribute) (frarch.models.classification.cnn.vgg.VGG attribute) (frarch.models.mock.BypassModel attribute)

U

update() (frarch.modules.metrics.base.Metric method) (frarch.modules.metrics.wrapper.MetricsWrapper method)

V

VALID (frarch.utils.enums.stages.Stage attribute) VGG (class in frarch.models.classification.cnn.vgg) vgg11() (in module frarch.models.classification.cnn.vgg) vgg11_bn() (in module frarch.models.classification.cnn.vgg) vgg13() (in module frarch.models.classification.cnn.vgg)

vgg13_bn() (in module frarch.models.classification.cnn.vgg) vgg16() (in module frarch.models.classification.cnn.vgg) vgg16_bn() (in module frarch.models.classification.cnn.vgg) vgg19() (in module frarch.models.classification.cnn.vgg) vgg19_bn() (in module frarch.models.classification.cnn.vgg)

W

wide_resnet101_2() (in module frarch.models.classification.cnn.resnet)

wide_resnet50_2() (in module frarch.models.classification.cnn.resnet)