Index

_

__TorchvisionModel (class in shifthappens.models.torchvision) __TorchvisionPreProcessingMixin (class in shifthappens.models.torchvision) _evaluate() (shifthappens.tasks.base.Task method) _get_imagenet_predictions() (shifthappens.models.base.Model method)

_predict() (shifthappens.models.base.Model method) (shifthappens.models.torchvision.__TorchvisionModel method) _predict_imagenet_val() (shifthappens.models.base.Model method) _prepare_dataloader() (shifthappens.tasks.base.Task method)

A

abstract_variable() (in module shifthappens.tasks.base)

C

cache_directory_path (shifthappens.config.Config attribute) cache_predictions() (in module shifthappens.data.imagenet)

ConfidenceModelMixin (class in shifthappens.models.mixins) ConfidenceTaskMixin (class in shifthappens.tasks.mixins) Config (class in shifthappens.config)

D

DataLoader (class in shifthappens.data.base)

Dataset (class in shifthappens.data.base)

E

evaluate() (shifthappens.tasks.base.Task method)

evaluate_model() (in module shifthappens.benchmark)

F

FeaturesModelMixin (class in shifthappens.models.mixins)

FeaturesTaskMixin (class in shifthappens.tasks.mixins)

G

get_cached_predictions() (in module shifthappens.data.imagenet) get_config() (in module shifthappens.config)

get_imagenet_validation_loader() (in module shifthappens.data.imagenet) get_instance() (shifthappens.config.Config class method) get_registered_tasks() (in module shifthappens.benchmark)

I

imagenet21k_preprocessed_validation_path (shifthappens.config.Config attribute) imagenet_validation_path (shifthappens.config.Config attribute) imagenet_validation_result (shifthappens.models.base.Model property) ImagesOnlyTorchDataset (class in shifthappens.data.torch)

IndexedDataset (class in shifthappens.data.base) IndexedTorchDataset (class in shifthappens.data.torch) is_cached() (in module shifthappens.data.imagenet) iterate() (shifthappens.data.base.DataLoader method) iterate_flavours() (shifthappens.tasks.base.Task class method)

L

LabelModelMixin (class in shifthappens.models.mixins)

LabelTaskMixin (class in shifthappens.tasks.mixins) load_imagenet_targets() (in module shifthappens.data.imagenet)

M

max_batch_size (shifthappens.data.base.DataLoader property) Metric (class in shifthappens.tasks.metrics) Model (class in shifthappens.models.base) ModelResult (class in shifthappens.models.base) module shifthappens.benchmark shifthappens.config shifthappens.data.base shifthappens.data.imagenet shifthappens.data.torch shifthappens.models.base shifthappens.models.mixins shifthappens.models.torchvision shifthappens.task_data.task_metadata shifthappens.task_data.task_registration shifthappens.tasks.base shifthappens.tasks.metrics shifthappens.tasks.mixins shifthappens.tasks.task_result

O

OODScoreModelMixin (class in shifthappens.models.mixins)

OODScoreTaskMixin (class in shifthappens.tasks.mixins)

P

parameter() (in module shifthappens.tasks.base) predict() (shifthappens.models.base.Model method)

PredictionTargets (class in shifthappens.models.base) prepare() (shifthappens.models.base.Model method)

R

register_task() (in module shifthappens.benchmark)

ResNet18 (class in shifthappens.models.torchvision) ResNet50 (class in shifthappens.models.torchvision)

S

setup() (shifthappens.tasks.base.Task method) shifthappens.benchmark module shifthappens.config module shifthappens.data.base module shifthappens.data.imagenet module shifthappens.data.torch module shifthappens.models.base module shifthappens.models.mixins module

shifthappens.models.torchvision module shifthappens.task_data.task_metadata module shifthappens.task_data.task_registration module shifthappens.tasks.base module shifthappens.tasks.metrics module shifthappens.tasks.mixins module shifthappens.tasks.task_result module shuffle_data() (in module shifthappens.data.base)

T

T (in module shifthappens.tasks.base) Task (class in shifthappens.tasks.base) TaskMetadata (class in shifthappens.task_data.task_metadata)

TaskRegistration (class in shifthappens.task_data.task_registration) TaskResult (class in shifthappens.tasks.task_result) TorchDataset (class in shifthappens.data.torch)

U

UncertaintyModelMixin (class in shifthappens.models.mixins)

UncertaintyTaskMixin (class in shifthappens.tasks.mixins)

V

variable() (in module shifthappens.tasks.base)

verbose (shifthappens.config.Config attribute) VGG16 (class in shifthappens.models.torchvision)