Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | U | V | W | Y A ACTIVATION_DIMS (ResNet attribute) ACTIVATION_WIDTH_HEIGHT (ResNet attribute) allow_zero_length_dataloader_with_multiple_devices (VisionClassifier attribute) Artifact (class in dcbench) (class in dcbench.common) (class in dcbench.common.artifact) artifact_specs (ArtifactContainer attribute) (BudgetcleanProblem attribute), [1], [2] (BudgetcleanSolution attribute), [1], [2] (MiniDataProblem attribute), [1] (MiniDataSolution attribute), [1] (Problem attribute), [1] (SliceDiscoveryProblem attribute), [1], [2] (SliceDiscoverySolution attribute), [1], [2] (Solution attribute), [1] artifact_type (ArtifactSpec attribute) ArtifactContainer (class in dcbench.common.artifact_container) artifacts (ArtifactContainer attribute) ArtifactSpec (class in dcbench.common.artifact_container) attribute_specs (ArtifactContainer attribute) (BudgetcleanProblem attribute), [1], [2] (Result attribute), [1] (RowMixin attribute) (RowUnion attribute) (SliceDiscoveryProblem attribute), [1], [2] (SliceDiscoverySolution attribute), [1], [2] (Task attribute), [1] attribute_type (AttributeSpec attribute) attributes (ArtifactContainer attribute) (RowMixin property) AttributeSpec (class in dcbench.common.table) average() (Table method), [1] B baselines (Task attribute), [1], [2] BudgetcleanProblem (class in dcbench) (class in dcbench.tasks.budgetclean.problem), [1] BudgetcleanSolution (class in dcbench) (class in dcbench.tasks.budgetclean.problem), [1] C celeba_dir (DCBenchConfig attribute) COLUMN_SUBSETS (VisionDatasetArtifact attribute), [1] compute_metrics() (in module dcbench.tasks.slice_discovery.metrics) configure_optimizers() (VisionClassifier method) confusion_sdm() (in module dcbench.tasks.slice_discovery) (in module dcbench.tasks.slice_discovery.baselines) container_type (ArtifactContainer attribute) (Problem attribute), [1], [2] (Solution attribute), [1], [2] cp_clean() (in module dcbench.tasks.budgetclean.baselines) CSVArtifact (class in dcbench) (class in dcbench.common.artifact) D DataPanelArtifact (class in dcbench) (class in dcbench.common.artifact) dcbench module dcbench.common module dcbench.common.artifact module dcbench.common.artifact_container module dcbench.common.modeling module dcbench.common.problem module dcbench.common.result module dcbench.common.solution module dcbench.common.solve module dcbench.common.solver module dcbench.common.table module dcbench.common.task module dcbench.common.trial module dcbench.common.utils module dcbench.config module dcbench.constants module dcbench.tasks module dcbench.tasks.budgetclean module, [1] dcbench.tasks.budgetclean.baselines module dcbench.tasks.budgetclean.common module, [1] dcbench.tasks.budgetclean.problem module, [1] dcbench.tasks.minidata module dcbench.tasks.minidata.unagi_configs module dcbench.tasks.slice_discovery module dcbench.tasks.slice_discovery.baselines module dcbench.tasks.slice_discovery.metrics module dcbench.tasks.slice_discovery.problem module dcbench.version module DCBenchConfig (class in dcbench.config) DEFAULT_CONFIG (Model attribute) (VisionClassifier attribute) DEFAULT_EXT (Artifact attribute), [1], [2] (CSVArtifact attribute), [1] (DataPanelArtifact attribute), [1] (ModelArtifact attribute), [1] (VisionDatasetArtifact attribute), [1] (YAMLArtifact attribute), [1] default_train_transform() (in module dcbench.common.modeling) default_transform() (in module dcbench.common.modeling) DenseNet (class in dcbench.common.modeling) DENSENET_TO_ARCH (DenseNet attribute) description (ArtifactSpec attribute) (AttributeSpec attribute) df (Table property), [1] domino_sdm() (in module dcbench.tasks.slice_discovery) (in module dcbench.tasks.slice_discovery.baselines) download() (Artifact method), [1], [2] (ArtifactContainer method) (VisionDatasetArtifact method), [1] download_problems() (Task method), [1], [2] E evaluate() (BudgetcleanProblem method), [1], [2] (MiniDataProblem method), [1] (Problem method), [1], [2] (SliceDiscoveryProblem method), [1], [2] (Trial method) F fit() (Preprocessor method), [1] forward() (VisionClassifier method) from_data() (Artifact class method), [1], [2] from_id() (BudgetcleanProblem class method), [1], [2] from_ids() (MiniDataSolution class method), [1] from_name() (VisionDatasetArtifact class method), [1] from_yaml() (Artifact static method), [1], [2] (ArtifactContainer static method) G get_config() (in module dcbench.config) get_config_location() (in module dcbench.config) H hidden_bucket_name (DCBenchConfig attribute) hidden_remote_url (DCBenchConfig property) I id (Artifact attribute), [1], [2] imagenet_dir (DCBenchConfig attribute) is_downloaded (Artifact property), [1], [2] (ArtifactContainer property) is_uploaded (Artifact property), [1], [2] (ArtifactContainer property) isdir (Artifact attribute), [1], [2] (DataPanelArtifact attribute), [1] (VisionDatasetArtifact attribute), [1] L list() (BudgetcleanProblem class method), [1], [2] load() (Artifact method), [1], [2] (CSVArtifact method), [1] (DataPanelArtifact method), [1] (ModelArtifact method), [1] (Result static method) (YAMLArtifact method), [1] local_dir (DCBenchConfig attribute) local_path (Artifact property), [1], [2] local_problems_path (Task property), [1], [2] M MiniDataProblem (class in dcbench) (class in dcbench.tasks.minidata) MiniDataSolution (class in dcbench) (class in dcbench.tasks.minidata) Model (class in dcbench.common.modeling) ModelArtifact (class in dcbench) (class in dcbench.common.artifact) module dcbench dcbench.common dcbench.common.artifact dcbench.common.artifact_container dcbench.common.modeling dcbench.common.problem dcbench.common.result dcbench.common.solution dcbench.common.solve dcbench.common.solver dcbench.common.table dcbench.common.task dcbench.common.trial dcbench.common.utils dcbench.config dcbench.constants dcbench.tasks dcbench.tasks.budgetclean, [1] dcbench.tasks.budgetclean.baselines dcbench.tasks.budgetclean.common, [1] dcbench.tasks.budgetclean.problem, [1] dcbench.tasks.minidata dcbench.tasks.minidata.unagi_configs dcbench.tasks.slice_discovery dcbench.tasks.slice_discovery.baselines dcbench.tasks.slice_discovery.metrics dcbench.tasks.slice_discovery.problem dcbench.version N name (BudgetcleanProblem attribute), [1] (MiniDataProblem attribute) (Problem attribute), [1], [2] (SliceDiscoveryProblem attribute), [1] (Task attribute), [1], [2] O optional (ArtifactSpec attribute) (AttributeSpec attribute) P precision (VisionClassifier attribute) precision_at_k() (in module dcbench.tasks.slice_discovery.metrics) predicate() (in module dcbench.common.table) prepare_data_per_node (VisionClassifier attribute) Preprocessor (class in dcbench.tasks.budgetclean.common), [1] Problem (class in dcbench) (class in dcbench.common) (class in dcbench.common.problem) (class in dcbench.common.trial) problem_class (Task attribute), [1], [2] problems (Task property), [1], [2] problems_path (Task property), [1], [2] ProblemTable (class in dcbench.common.problem) public_bucket_name (DCBenchConfig attribute) public_remote_url (DCBenchConfig property) R random_clean() (in module dcbench.tasks.budgetclean.baselines) recall_at_k() (in module dcbench.tasks.slice_discovery.metrics) remote_problems_url (Task property), [1], [2] remote_url (Artifact property), [1], [2] ResNet (class in dcbench.common.modeling) RESNET_TO_ARCH (ResNet attribute) Result (class in dcbench.common) (class in dcbench.common.result) (class in dcbench.common.solution) RowMixin (class in dcbench.common.table) RowUnion (class in dcbench.common.table) S save() (Artifact method), [1], [2] (CSVArtifact method), [1] (DataPanelArtifact method), [1] (ModelArtifact method), [1] (Result method) (Trial method) (YAMLArtifact method), [1] SliceDiscoveryProblem (class in dcbench) (class in dcbench.tasks.slice_discovery) (class in dcbench.tasks.slice_discovery.problem) SliceDiscoverySolution (class in dcbench) (class in dcbench.tasks.slice_discovery) (class in dcbench.tasks.slice_discovery.problem) Solution (class in dcbench) (class in dcbench.common) (class in dcbench.common.solution) (class in dcbench.common.trial) solution_class (BudgetcleanProblem attribute), [1] (MiniDataProblem attribute) (Problem attribute), [1], [2] (SliceDiscoveryProblem attribute), [1] (Task attribute), [1], [2] solve() (BudgetcleanProblem method), [1], [2] (MiniDataProblem method), [1] (Problem method), [1], [2] (SliceDiscoveryProblem method), [1], [2] solver() (in module dcbench.common.solver) summary (BudgetcleanProblem attribute), [1] (MiniDataProblem attribute) (Problem attribute), [1], [2] (SliceDiscoveryProblem attribute), [1] (Task attribute), [1], [2] T Table (class in dcbench.common) (class in dcbench.common.table) Task (class in dcbench) (class in dcbench.common) (class in dcbench.common.task) task_id (ArtifactContainer attribute) (BudgetcleanProblem attribute), [1], [2] (BudgetcleanSolution attribute), [1] (MiniDataProblem attribute), [1] (MiniDataSolution attribute), [1] (Problem attribute), [1], [2] (SliceDiscoveryProblem attribute), [1], [2] (SliceDiscoverySolution attribute), [1], [2] (Solution attribute), [1] (Task attribute), [1], [2] test_epoch_end() (VisionClassifier method) test_step() (VisionClassifier method) to_yaml() (Artifact static method), [1], [2] (ArtifactContainer static method) trainer (VisionClassifier attribute) training (DenseNet attribute) (Model attribute) (ResNet attribute) (VisionClassifier attribute) training_step() (VisionClassifier method) transform() (Preprocessor method), [1] Trial (class in dcbench.common.trial) trial() (ProblemTable method) U upload() (Artifact method), [1], [2] (ArtifactContainer method) upload_problems() (Task method), [1], [2] V validation_epoch_end() (VisionClassifier method) validation_step() (VisionClassifier method) VisionClassifier (class in dcbench.common.modeling) VisionDatasetArtifact (class in dcbench) (class in dcbench.common.artifact) W where() (Table method), [1] write_problems() (Task method), [1], [2] Y YAMLArtifact (class in dcbench) (class in dcbench.common.artifact)