Index

A

abs() (mindspore.Tensor method) Accuracy (class in mindspore.nn) AdaClippingWithGaussianRandom (class in mindarmour.privacy.diff_privacy) add_column() (mindspore.dataset.Schema method) add_handler() (mindarmour.utils.LogUtil method) add_index() (mindspore.mindrecord.FileWriter method) add_prim_attr() (mindspore.ops.Primitive method) add_schema() (mindspore.mindrecord.FileWriter method) add_value() (mindspore.train.summary.SummaryRecord method) AdversarialDefense (class in mindarmour.adv_robustness.defenses) AdversarialDefenseWithAttacks (class in mindarmour.adv_robustness.defenses) AiCPURegOp (class in mindspore.ops) all() (mindspore.Tensor method) analyse() (mindspore.profiler.Profiler method) any() (mindspore.Tensor method) apply() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

asnumpy() (mindspore.Tensor method) asv() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method) async_flag() (mindspore.ops.TBERegOp method) async_save (mindspore.train.callback.CheckpointConfig property) Attack (class in mindarmour) AttackEvaluate (class in mindarmour.adv_robustness.evaluations) attr() (mindspore.ops.AiCPURegOp method) (mindspore.ops.TBERegOp method) AutoContrast (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) avg_conf_adv_class() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) avg_conf_true_class() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) avg_lp_distance() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) avg_ssim() (mindarmour.adv_robustness.evaluations.AttackEvaluate method)

B

backbone_network (mindspore.nn.probability.bnn_layers.WithBNNLossCell property) BasicIterativeMethod (class in mindarmour.adv_robustness.attacks) batch() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) batch_defense() (mindarmour.Defense method) batch_generate() (mindarmour.Attack method) begin() (mindspore.train.callback.Callback method) Bernoulli (class in mindspore.nn.probability.distribution) Beta (class in mindspore.nn.probability.distribution) Bijector (class in mindspore.nn.probability.bijector) binfile_name() (mindspore.ops.TBERegOp method) BlackDefenseEvaluate (class in mindarmour.adv_robustness.evaluations) BlackModel (class in mindarmour) BoundingBoxAugment (class in mindspore.dataset.vision.c_transforms) bucket_batch_by_length() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

build_searched_strategy() (in module mindspore) build_sentencepiece_vocab() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) build_train_network() (in module mindspore) build_vocab() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

C

calculate_coverage() (mindarmour.fuzz_testing.ModelCoverageMetrics method) Callback (class in mindspore.train.callback) candidate_fields (mindspore.mindrecord.MindPage property) CarliniWagnerL2Attack (class in mindarmour.adv_robustness.attacks) cast_param_by_value() (mindspore.nn.probability.bijector.Bijector method) Categorical (class in mindspore.nn.probability.distribution) category_field (mindspore.mindrecord.MindPage property) Cauchy (class in mindspore.nn.probability.distribution) cav() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) ccv() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) cdf() (mindspore.nn.probability.distribution.Distribution method) CelebADataset (class in mindspore.dataset) CenterCrop (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) check_dtype() (mindspore.ops.PrimitiveWithCheck method) check_elim() (mindspore.ops.Primitive method) check_shape() (mindspore.ops.PrimitiveWithCheck method) CheckpointConfig (class in mindspore.train.callback) Cifar100Dataset (class in mindspore.dataset) Cifar100ToMR (class in mindspore.mindrecord) Cifar10Dataset (class in mindspore.dataset) Cifar10ToMR (class in mindspore.mindrecord) ClassSensitivity (class in mindspore.explainer.benchmark) clear() (mindspore.nn.Accuracy method) (mindspore.nn.Fbeta method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.TopKCategoricalAccuracy method) clear_buffer() (mindarmour.adv_robustness.detectors.SimilarityDetector method) Client (class in mindspore_serving.client) ClipMechanismsFactory (class in mindarmour.privacy.diff_privacy) clone() (mindspore.Parameter method) (mindspore.ParameterTuple method) close() (mindspore.mindrecord.FileReader method) (mindspore.train.summary.SummaryRecord method) CLUEDataset (class in mindspore.dataset) CocoDataset (class in mindspore.dataset) commit() (mindspore.mindrecord.FileWriter method) Compose (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.dataset.transforms.py_transforms) compute_cost() (mindspore.ops.TBERegOp method) concat() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Concatenate (class in mindspore.dataset.transforms.c_transforms) concentration (mindspore.nn.probability.distribution.Gamma property) concentration0 (mindspore.nn.probability.distribution.Beta property) concentration1 (mindspore.nn.probability.distribution.Beta property) ConditionalVAE (class in mindspore.nn.probability.dpn) connect_network_with_dataset() (in module mindspore) Constant (class in mindspore.common.initializer) constexpr() (in module mindspore.ops) construct() (mindarmour.privacy.diff_privacy.AdaClippingWithGaussianRandom method) (mindarmour.privacy.diff_privacy.NoiseAdaGaussianRandom method) (mindarmour.privacy.diff_privacy.NoiseGaussianRandom method) (mindarmour.utils.GradWrap method) (mindarmour.utils.GradWrapWithLoss method) (mindspore.nn.probability.bijector.Bijector method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.dpn.ConditionalVAE method)

continue_send() (mindspore.DatasetHelper method) ConvReparam (class in mindspore.nn.probability.bnn_layers) cos() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) cosine_decay_lr() (in module mindspore.nn) CosineDecayLR (class in mindspore.nn) create() (mindarmour.privacy.diff_privacy.ClipMechanismsFactory static method) (mindarmour.privacy.diff_privacy.DPOptimizerClassFactory method) (mindarmour.privacy.diff_privacy.NoiseMechanismsFactory static method) (mindarmour.privacy.diff_privacy.PrivacyMonitorFactory static method) create_dict_iterator() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) create_group() (in module mindspore.communication) create_ir_tree() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) create_quant_config() (in module mindspore.compression.quant) create_tuple_iterator() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) cross_entropy() (mindspore.nn.probability.distribution.Distribution method) crr() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) csr() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) CSVDataset (class in mindspore.dataset) CsvToMR (class in mindspore.mindrecord) CutMixBatch (class in mindspore.dataset.vision.c_transforms) CutOut (class in mindspore.dataset.vision.c_transforms) Cutout (class in mindspore.dataset.vision.py_transforms)

D

DatasetCache (class in mindspore.dataset) DatasetHelper (class in mindspore) DataType (class in mindspore.ops) debug() (mindarmour.utils.LogUtil method) Decode (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) Deconvolution (class in mindspore.explainer.explanation) DeepFool (class in mindarmour.adv_robustness.attacks) Defense (class in mindarmour) defense() (mindarmour.adv_robustness.defenses.AdversarialDefense method) (mindarmour.adv_robustness.defenses.AdversarialDefenseWithAttacks method) (mindarmour.Defense method) DefenseEvaluate (class in mindarmour.adv_robustness.evaluations) del_prim_attr() (mindspore.ops.Primitive method) DenseLocalReparam (class in mindspore.nn.probability.bnn_layers) DenseReparam (class in mindspore.nn.probability.bnn_layers) destroy_group() (in module mindspore.communication) detect() (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.adv_robustness.detectors.SpatialSmoothing method) (mindarmour.Detector method) detect_diff() (mindarmour.adv_robustness.detectors.DivergenceBasedDetector method) (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.adv_robustness.detectors.SpatialSmoothing method) (mindarmour.Detector method)

Detector (class in mindarmour) device_que() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) DistributedSampler (class in mindspore.dataset) Distribution (class in mindspore.nn.probability.distribution) DivergenceBasedDetector (class in mindarmour.adv_robustness.detectors) DiverseInputIterativeMethod (class in mindarmour.adv_robustness.attacks) DPModel (class in mindarmour) (class in mindarmour.privacy.diff_privacy) DPOptimizerClassFactory (class in mindarmour.privacy.diff_privacy) dtype (mindspore.Tensor property) dtype_to_nptype() (in module mindspore) dtype_to_pytype() (in module mindspore) Duplicate (class in mindspore.dataset.transforms.c_transforms) dynamic_format() (mindspore.ops.TBERegOp method) dynamic_shape() (mindspore.ops.TBERegOp method) DynamicLossScaleManager (class in mindspore)

E

ELBO (class in mindspore.nn.probability.infer) end() (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) EnsembleAdversarialDefense (class in mindarmour.adv_robustness.defenses) EnsembleDetector (class in mindarmour.adv_robustness.detectors) entropy() (mindspore.nn.probability.distribution.Distribution method) epoch_begin() (mindspore.train.callback.Callback method) epoch_end() (mindspore.train.callback.Callback method) Equalize (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) error() (mindarmour.utils.LogUtil method) ErrorBasedDetector (class in mindarmour.adv_robustness.detectors) eval() (mindarmour.MembershipInference method) (mindarmour.privacy.evaluation.MembershipInference method) (mindspore.Model method) (mindspore.nn.Accuracy method) (mindspore.nn.Fbeta method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.TopKCategoricalAccuracy method)

eval_aleatoric_uncertainty() (mindspore.nn.probability.toolbox.UncertaintyEvaluation method) eval_epistemic_uncertainty() (mindspore.nn.probability.toolbox.UncertaintyEvaluation method) evaluate() (mindspore.explainer.benchmark.ClassSensitivity method) (mindspore.explainer.benchmark.Faithfulness method) (mindspore.explainer.benchmark.Localization method) (mindspore.explainer.benchmark.Robustness method) Exp (class in mindspore.nn.probability.bijector) expand_as() (mindspore.Tensor method) Exponential (class in mindspore.nn.probability.distribution) exponential_decay_lr() (in module mindspore.nn) ExponentialDecayLR (class in mindspore.nn) export() (in module mindspore)

F

F1 (class in mindspore.nn) Faithfulness (class in mindspore.explainer.benchmark) FastGradientMethod (class in mindarmour.adv_robustness.attacks) FastGradientSignMethod (class in mindarmour.adv_robustness.attacks) Fbeta (class in mindspore.nn) FileReader (class in mindspore.mindrecord) FileWriter (class in mindspore.mindrecord) Fill (class in mindspore.dataset.transforms.c_transforms) filter() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) fit() (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.adv_robustness.detectors.SpatialSmoothing method) (mindarmour.Detector method)

FiveCrop (class in mindspore.dataset.vision.py_transforms) FixedLossScaleManager (class in mindspore) flat_map() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) flush() (mindspore.train.summary.SummaryRecord method) forward() (mindspore.nn.probability.bijector.Bijector method) forward_log_jacobian() (mindspore.nn.probability.bijector.Bijector method) fpr() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method) from_json() (mindspore.dataset.Schema method) from_numpy() (mindspore.Tensor static method) Fuzzer (class in mindarmour) (class in mindarmour.fuzz_testing) fuzzing() (mindarmour.fuzz_testing.Fuzzer method) (mindarmour.Fuzzer method)

G

Gamma (class in mindspore.nn.probability.distribution) generate() (mindarmour.adv_robustness.attacks.BasicIterativeMethod method) (mindarmour.adv_robustness.attacks.CarliniWagnerL2Attack method) (mindarmour.adv_robustness.attacks.DeepFool method) (mindarmour.adv_robustness.attacks.GeneticAttack method) (mindarmour.adv_robustness.attacks.HopSkipJumpAttack method) (mindarmour.adv_robustness.attacks.IterativeGradientMethod method) (mindarmour.adv_robustness.attacks.JSMAAttack method) (mindarmour.adv_robustness.attacks.LBFGS method) (mindarmour.adv_robustness.attacks.MomentumIterativeMethod method) (mindarmour.adv_robustness.attacks.NES method) (mindarmour.adv_robustness.attacks.PointWiseAttack method) (mindarmour.adv_robustness.attacks.ProjectedGradientDescent method) (mindarmour.adv_robustness.attacks.PSOAttack method) (mindarmour.adv_robustness.attacks.SaltAndPepperNoiseAttack method) (mindarmour.Attack method) generate_sample() (mindspore.nn.probability.dpn.ConditionalVAE method) (mindspore.nn.probability.dpn.VAE method) GeneratorDataset (class in mindspore.dataset) GeneticAttack (class in mindarmour.adv_robustness.attacks) Geometric (class in mindspore.nn.probability.distribution) get_all_edges() (mindspore.dataset.GraphData method) get_all_neighbors() (mindspore.dataset.GraphData method) get_all_nodes() (mindspore.dataset.GraphData method) get_args() (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) get_auto_num_workers() (in module mindspore.dataset.config) get_auto_parallel_context() (in module mindspore.context) get_batch_size() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) get_callback_timeout() (in module mindspore.dataset.config) get_category_fields() (mindspore.mindrecord.MindPage method) get_checkpoint_policy() (mindspore.train.callback.CheckpointConfig method) get_class_indexing() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) get_col_names() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) get_context() (in module mindspore.context) get_dataset_size() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

get_detected_queries() (mindarmour.adv_robustness.detectors.SimilarityDetector method) get_detection_interval() (mindarmour.adv_robustness.detectors.SimilarityDetector method) get_dist_args() (mindspore.nn.probability.distribution.Distribution method) get_dist_type() (mindspore.nn.probability.distribution.Distribution method) get_drop_overflow_update() (mindspore.DynamicLossScaleManager method) (mindspore.FixedLossScaleManager method) get_edge_feature() (mindspore.dataset.GraphData method) get_group_rank_from_world_rank() (in module mindspore.communication) get_group_size() (in module mindspore.communication) get_instance() (mindarmour.utils.LogUtil static method) get_kmnc() (mindarmour.fuzz_testing.ModelCoverageMetrics method) get_level() (in module mindspore) get_local_rank() (in module mindspore.communication) get_local_rank_size() (in module mindspore.communication) get_log_config() (in module mindspore) get_loss_scale() (mindspore.DynamicLossScaleManager method) (mindspore.FixedLossScaleManager method) (mindspore.LossScaleManager method) get_metric_fn() (in module mindspore.nn) get_monitor_sampling_interval() (in module mindspore.dataset.config) get_nbc() (mindarmour.fuzz_testing.ModelCoverageMetrics method) get_neg_sampled_neighbors() (mindspore.dataset.GraphData method) get_next() (mindspore.mindrecord.FileReader method) get_node_feature() (mindspore.dataset.GraphData method) get_nodes_from_edges() (mindspore.dataset.GraphData method) get_num_parallel_workers() (in module mindspore.dataset.config) get_num_samples() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.WeightedRandomSampler method) get_prefetch_size() (in module mindspore.dataset.config) get_ps_context() (in module mindspore.context) get_py_obj_dtype() (in module mindspore) get_rank() (in module mindspore.communication) get_repeat_count() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) get_sampled_neighbors() (mindspore.dataset.GraphData method) get_seed() (in module mindspore) (in module mindspore.dataset.config) get_snac() (mindarmour.fuzz_testing.ModelCoverageMetrics method) get_stop_requested() (mindspore.train.callback.RunContext method) get_train_loss() (mindspore.nn.probability.infer.SVI method) get_update_cell() (mindspore.DynamicLossScaleManager method) (mindspore.FixedLossScaleManager method) (mindspore.LossScaleManager method) get_vm_impl_fn() (in module mindspore.ops) get_world_rank_from_group_rank() (in module mindspore.communication) GlobalComm (class in mindspore.communication) GradCAM (class in mindspore.explainer.explanation) Gradient (class in mindspore.explainer.explanation) GradWrap (class in mindarmour.utils) GradWrapWithLoss (class in mindarmour.utils) graph_info() (mindspore.dataset.GraphData method) GraphData (class in mindspore.dataset) Grayscale (class in mindspore.dataset.vision.py_transforms) GuidedBackprop (class in mindspore.explainer.explanation) Gumbel (class in mindspore.nn.probability.distribution) GumbelCDF (class in mindspore.nn.probability.bijector)

H

HeNormal (class in mindspore.common.initializer) HeUniform (class in mindspore.common.initializer) high (mindspore.nn.probability.distribution.Uniform property)

HopSkipJumpAttack (class in mindarmour.adv_robustness.attacks) HsvToRgb (class in mindspore.dataset.vision.py_transforms) HWC2CHW (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms)

I

ImageClassificationRunner (class in mindspore.explainer) ImageFolderDataset (class in mindspore.dataset) ImageNetToMR (class in mindspore.mindrecord) infer() (mindspore_serving.client.Client method) infer_dtype() (mindspore.ops.PrimitiveWithInfer method) infer_predict_layout() (mindspore.Model method) infer_shape() (mindspore.ops.PrimitiveWithInfer method) infer_value() (mindspore.ops.PrimitiveWithInfer method) info() (mindarmour.utils.LogUtil method) init() (in module mindspore.communication) init_data() (mindspore.Parameter method) init_prim_io_names() (mindspore.ops.Primitive method) inited_param (mindspore.Parameter property) Initializer (class in mindspore.common.initializer) initializer() (in module mindspore.common.initializer) input() (mindspore.ops.AiCPURegOp method) (mindspore.ops.TBERegOp method) input_indexs (mindspore.dataset.CelebADataset property) (mindspore.dataset.Cifar100Dataset property) (mindspore.dataset.Cifar10Dataset property) (mindspore.dataset.CLUEDataset property) (mindspore.dataset.CocoDataset property) (mindspore.dataset.CSVDataset property) (mindspore.dataset.GeneratorDataset property) (mindspore.dataset.ImageFolderDataset property) (mindspore.dataset.ManifestDataset property) (mindspore.dataset.MindDataset property) (mindspore.dataset.MnistDataset property) (mindspore.dataset.NumpySlicesDataset property) (mindspore.dataset.PaddedDataset property) (mindspore.dataset.TextFileDataset property) (mindspore.dataset.TFRecordDataset property) (mindspore.dataset.VOCDataset property)

integrated_save (mindspore.train.callback.CheckpointConfig property) inverse() (mindspore.nn.probability.bijector.Bijector method) inverse_decay_lr() (in module mindspore.nn) inverse_log_jacobian() (mindspore.nn.probability.bijector.Bijector method) InverseDecayLR (class in mindspore.nn) Invert (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) (class in mindspore.nn.probability.bijector) is_adversarial() (mindarmour.BlackModel method) is_init (mindspore.Parameter property) is_signed() (mindspore.compression.common.QuantDtype static method) issubclass_() (in module mindspore) IterativeGradientMethod (class in mindarmour.adv_robustness.attacks)

J

JSMAAttack (class in mindarmour.adv_robustness.attacks)

K

keep_checkpoint_max (mindspore.train.callback.CheckpointConfig property) keep_checkpoint_per_n_minutes (mindspore.train.callback.CheckpointConfig property)

kernel_name() (mindspore.ops.TBERegOp method) kl_loss() (mindspore.nn.probability.distribution.Distribution method)

L

latest_ckpt_file_name (mindspore.train.callback.ModelCheckpoint property) LBFGS (class in mindarmour.adv_robustness.attacks) LearningRateScheduler (class in mindspore.train.callback) LeastLikelyClassMethod (class in mindarmour.adv_robustness.attacks) LinearTransformation (class in mindspore.dataset.vision.py_transforms) load() (in module mindspore.dataset.config) (in module mindspore_hub) load_checkpoint() (in module mindspore) load_distributed_checkpoint() (in module mindspore) load_nonquant_param_into_quant_net() (in module mindspore.compression.quant) load_param_into_net() (in module mindspore) loc (mindspore.nn.probability.distribution.Cauchy property) (mindspore.nn.probability.distribution.Gumbel property) (mindspore.nn.probability.distribution.Logistic property) (mindspore.nn.probability.distribution.LogNormal property)

Localization (class in mindspore.explainer.benchmark) log_cdf() (mindspore.nn.probability.distribution.Distribution method) log_dir (mindspore.train.summary.SummaryRecord property) log_prob() (mindspore.nn.probability.distribution.Distribution method) log_survival() (mindspore.nn.probability.distribution.Distribution method) Logistic (class in mindspore.nn.probability.distribution) LogNormal (class in mindspore.nn.probability.distribution) LogUtil (class in mindarmour.utils) Loss (class in mindspore.nn) LossMonitor (class in mindspore.train.callback) LossScaleManager (class in mindspore) low (mindspore.nn.probability.distribution.Uniform property)

M

MAE (class in mindspore.nn) ManifestDataset (class in mindspore.dataset) map() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Mask (class in mindspore.dataset.transforms.c_transforms) max_epoch_suggest() (mindarmour.privacy.diff_privacy.RDPMonitor method) (mindarmour.privacy.diff_privacy.ZCDPMonitor method) mean() (mindspore.nn.probability.distribution.Distribution method) (mindspore.Tensor method) MembershipInference (class in mindarmour) (class in mindarmour.privacy.evaluation) merge_sliced_parameter() (in module mindspore) MetaTensor (class in mindspore) Metric (class in mindspore.nn) mindarmour module mindarmour.adv_robustness.attacks module mindarmour.adv_robustness.defenses module mindarmour.adv_robustness.detectors module mindarmour.adv_robustness.evaluations module mindarmour.fuzz_testing module mindarmour.privacy.diff_privacy module mindarmour.privacy.evaluation module mindarmour.utils module MindDataset (class in mindspore.dataset) MindPage (class in mindspore.mindrecord) mindspore module mindspore.common.initializer module mindspore.communication module mindspore.compression.common module mindspore.compression.quant module mindspore.context module mindspore.dataset module mindspore.dataset.config module mindspore.dataset.text module mindspore.dataset.transforms module mindspore.dataset.vision module mindspore.dtype (built-in class) mindspore.explainer module

mindspore.explainer.benchmark module mindspore.explainer.explanation module mindspore.mindrecord module mindspore.nn module mindspore.nn.probability module mindspore.ops module mindspore.profiler module mindspore.train.callback module mindspore.train.summary module mindspore_hub module mindspore_serving module mindspore_serving.client module mis_classification_rate() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) MixUp (class in mindspore.dataset.vision.py_transforms) MixUpBatch (class in mindspore.dataset.vision.c_transforms) MnistDataset (class in mindspore.dataset) MnistToMR (class in mindspore.mindrecord) mode() (mindspore.nn.probability.distribution.Distribution method) Model (class in mindspore) ModelCheckpoint (class in mindspore.train.callback) ModelCoverageMetrics (class in mindarmour.fuzz_testing) module mindarmour mindarmour.adv_robustness.attacks mindarmour.adv_robustness.defenses mindarmour.adv_robustness.detectors mindarmour.adv_robustness.evaluations mindarmour.fuzz_testing mindarmour.privacy.diff_privacy mindarmour.privacy.evaluation mindarmour.utils mindspore mindspore.common.initializer mindspore.communication mindspore.compression.common mindspore.compression.quant mindspore.context mindspore.dataset mindspore.dataset.config mindspore.dataset.text mindspore.dataset.transforms mindspore.dataset.vision mindspore.explainer mindspore.explainer.benchmark mindspore.explainer.explanation mindspore.mindrecord mindspore.nn mindspore.nn.probability mindspore.ops mindspore.profiler mindspore.train.callback mindspore.train.summary mindspore_hub mindspore_serving mindspore_serving.client MomentumDiverseInputIterativeMethod (class in mindarmour.adv_robustness.attacks) MomentumIterativeMethod (class in mindarmour.adv_robustness.attacks) ms_function() (in module mindspore) MSE (class in mindspore.nn)

N

name (mindspore.Parameter property) names() (in module mindspore.nn) natural_exp_decay_lr() (in module mindspore.nn) NaturalAdversarialDefense (class in mindarmour.adv_robustness.defenses) NaturalExpDecayLR (class in mindspore.nn) ndim (mindspore.Tensor property) need_check_supported() (mindspore.ops.TBERegOp method) NES (class in mindarmour.adv_robustness.attacks) NoiseAdaGaussianRandom (class in mindarmour.privacy.diff_privacy) NoiseGaussianRandom (class in mindarmour.privacy.diff_privacy) NoiseMechanismsFactory (class in mindarmour.privacy.diff_privacy) Normal (class in mindspore.common.initializer) (class in mindspore.nn.probability.distribution) Normalize (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) NormalPosterior (class in mindspore.nn.probability.bnn_layers) NormalPrior (class in mindspore.nn.probability.bnn_layers) nte() (mindarmour.adv_robustness.evaluations.AttackEvaluate method)

num_bits (mindspore.compression.common.QuantDtype attribute) num_classes() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) NumpySlicesDataset (class in mindspore.dataset)

O

Occlusion (class in mindspore.explainer.explanation) One (class in mindspore.common.initializer) OneHot (class in mindspore.dataset.transforms.c_transforms) OneHotOp (class in mindspore.dataset.transforms.py_transforms) op_info_register() (in module mindspore.ops) op_pattern() (mindspore.ops.TBERegOp method) open_and_set_header() (mindspore.mindrecord.FileWriter method) open_for_append() (mindspore.mindrecord.FileWriter class method) OptimizeOption (class in mindspore.compression.quant) original_args() (mindspore.train.callback.RunContext method) output() (mindspore.ops.AiCPURegOp method) (mindspore.ops.TBERegOp method) output_shapes() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

output_types() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

P

Pad (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) PaddedDataset (class in mindspore.dataset) PadEnd (class in mindspore.dataset.transforms.c_transforms) ParallelMode (class in mindspore.context) Parameter (class in mindspore) ParameterTuple (class in mindspore) parse_columns() (mindspore.dataset.Schema method) parse_print() (in module mindspore) parse_tree() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) partial_flag() (mindspore.ops.TBERegOp method) piecewise_constant_lr() (in module mindspore.nn) PKSampler (class in mindspore.dataset) PointWiseAttack (class in mindarmour.adv_robustness.attacks) Poisson (class in mindspore.nn.probability.distribution) polynomial_decay_lr() (in module mindspore.nn) PolynomialDecayLR (class in mindspore.nn) PowerTransform (class in mindspore.nn.probability.bijector) Precision (class in mindspore.nn) predict() (mindarmour.BlackModel method) (mindspore.Model method)

predict_outlier() (mindspore.nn.probability.toolbox.VAEAnomalyDetection method) predict_outlier_score() (mindspore.nn.probability.toolbox.VAEAnomalyDetection method) prim_attr_register() (in module mindspore.ops) Primitive (class in mindspore.ops) PrimitiveWithCheck (class in mindspore.ops) PrimitiveWithInfer (class in mindspore.ops) PrivacyMonitorFactory (class in mindarmour.privacy.diff_privacy) prob() (mindspore.nn.probability.distribution.Distribution method) probs (mindspore.nn.probability.distribution.Bernoulli property) (mindspore.nn.probability.distribution.Categorical property) (mindspore.nn.probability.distribution.Geometric property) profile() (mindspore.profiler.Profiler static method) ProfileOption (class in mindspore.profiler) Profiler (class in mindspore.profiler) project() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) ProjectedAdversarialDefense (class in mindarmour.adv_robustness.defenses) ProjectedGradientDescent (class in mindarmour.adv_robustness.attacks) PSOAttack (class in mindarmour.adv_robustness.attacks) pytype_to_dtype() (in module mindspore)

Q

qcv() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method) qrv() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method)

QuantDtype (class in mindspore.compression.common) QuantizationAwareTraining (class in mindspore.compression.quant) quantize() (mindspore.compression.quant.QuantizationAwareTraining method)

R

RadarMetric (class in mindarmour.adv_robustness.evaluations) random_walk() (mindspore.dataset.GraphData method) RandomAffine (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomApply (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.dataset.transforms.py_transforms) RandomChoice (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.dataset.transforms.py_transforms) RandomColor (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomColorAdjust (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomCrop (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomCropDecodeResize (class in mindspore.dataset.vision.c_transforms) RandomCropWithBBox (class in mindspore.dataset.vision.c_transforms) RandomErasing (class in mindspore.dataset.vision.py_transforms) RandomFastGradientMethod (class in mindarmour.adv_robustness.attacks) RandomFastGradientSignMethod (class in mindarmour.adv_robustness.attacks) RandomGrayscale (class in mindspore.dataset.vision.py_transforms) RandomHorizontalFlip (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomHorizontalFlipWithBBox (class in mindspore.dataset.vision.c_transforms) RandomLeastLikelyClassMethod (class in mindarmour.adv_robustness.attacks) RandomOrder (class in mindspore.dataset.transforms.py_transforms) RandomPerspective (class in mindspore.dataset.vision.py_transforms) RandomPosterize (class in mindspore.dataset.vision.c_transforms) RandomResize (class in mindspore.dataset.vision.c_transforms) RandomResizedCrop (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomResizedCropWithBBox (class in mindspore.dataset.vision.c_transforms) RandomResizeWithBBox (class in mindspore.dataset.vision.c_transforms) RandomRotation (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomSampler (class in mindspore.dataset) RandomSelectSubpolicy (class in mindspore.dataset.vision.c_transforms) RandomSharpness (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomSolarize (class in mindspore.dataset.vision.c_transforms) RandomVerticalFlip (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) RandomVerticalFlipWithBBox (class in mindspore.dataset.vision.c_transforms) rate (mindspore.nn.probability.distribution.Exponential property) (mindspore.nn.probability.distribution.Gamma property) (mindspore.nn.probability.distribution.Poisson property) RDPMonitor (class in mindarmour.privacy.diff_privacy) read_at_page_by_id() (mindspore.mindrecord.MindPage method) read_at_page_by_name() (mindspore.mindrecord.MindPage method) read_category_info() (mindspore.mindrecord.MindPage method) Recall (class in mindspore.nn) reconstruct_sample() (mindspore.nn.probability.dpn.ConditionalVAE method) (mindspore.nn.probability.dpn.VAE method) record() (mindspore.train.summary.SummaryRecord method) RegionBasedDetector (class in mindarmour.adv_robustness.detectors) register_saliency() (mindspore.explainer.ImageClassificationRunner method) release() (in module mindspore.communication) (mindspore.DatasetHelper method) rename() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

repeat() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) request_stop() (mindspore.train.callback.RunContext method) requires_grad (mindspore.Parameter property) Rescale (class in mindspore.dataset.vision.c_transforms) reset() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) reset_auto_parallel_context() (in module mindspore.context) reset_ps_context() (in module mindspore.context) reshape_type() (mindspore.ops.TBERegOp method) Resize (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) ResizeWithBBox (class in mindspore.dataset.vision.c_transforms) RgbToHsv (class in mindspore.dataset.vision.py_transforms) RISE (class in mindspore.explainer.explanation) Robustness (class in mindspore.explainer.benchmark) RowTensor (class in mindspore) run() (mindspore.explainer.ImageClassificationRunner method) (mindspore.mindrecord.Cifar100ToMR method) (mindspore.mindrecord.Cifar10ToMR method) (mindspore.mindrecord.CsvToMR method) (mindspore.mindrecord.ImageNetToMR method) (mindspore.mindrecord.MnistToMR method) (mindspore.mindrecord.TFRecordToMR method) (mindspore.nn.probability.infer.SVI method) RunContext (class in mindspore.train.callback)

S

SaltAndPepperNoiseAttack (class in mindarmour.adv_robustness.attacks) sample() (mindspore.nn.probability.distribution.Distribution method) save() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) save_checkpoint() (in module mindspore) save_checkpoint_seconds (mindspore.train.callback.CheckpointConfig property) save_checkpoint_steps (mindspore.train.callback.CheckpointConfig property) saved_network (mindspore.train.callback.CheckpointConfig property) ScalarAffine (class in mindspore.nn.probability.bijector) scale (mindspore.nn.probability.distribution.Cauchy property) (mindspore.nn.probability.distribution.Gumbel property) (mindspore.nn.probability.distribution.Logistic property) (mindspore.nn.probability.distribution.LogNormal property) Schema (class in mindspore.dataset) sd() (mindspore.nn.probability.distribution.Distribution method) SequentialSampler (class in mindspore.dataset) set_auto_num_workers() (in module mindspore.dataset.config) set_auto_parallel_context() (in module mindspore.context) set_category_field() (mindspore.mindrecord.MindPage method) set_context() (in module mindspore.context) set_data() (mindspore.Parameter method) set_header_size() (mindspore.mindrecord.FileWriter method) set_level() (mindarmour.utils.LogUtil method) set_mechanisms() (mindarmour.privacy.diff_privacy.DPOptimizerClassFactory method) set_mode() (mindspore.train.summary.SummaryRecord method) set_monitor_sampling_interval() (in module mindspore.dataset.config) set_num_parallel_workers() (in module mindspore.dataset.config) set_page_size() (mindspore.mindrecord.FileWriter method) set_param_ps() (mindspore.Parameter method) set_prefetch_size() (in module mindspore.dataset.config) set_prim_instance_name() (mindspore.ops.Primitive method) set_ps_context() (in module mindspore.context) set_radius() (mindarmour.adv_robustness.detectors.RegionBasedDetector method) set_seed() (in module mindspore) (in module mindspore.dataset.config) set_stage() (mindspore.ops.Primitive method) set_target_images() (mindarmour.adv_robustness.attacks.HopSkipJumpAttack method) (mindarmour.adv_robustness.attacks.NES method) set_threshold() (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.adv_robustness.detectors.SpatialSmoothing method) shape (mindspore.Tensor property) shard() (mindspore.ops.Primitive method) show() (mindarmour.adv_robustness.evaluations.RadarMetric method) shuffle() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) SimilarityDetector (class in mindarmour.adv_robustness.detectors) sink_size() (mindspore.DatasetHelper method) size (mindspore.Tensor property) skip() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

Slice (class in mindspore.dataset.transforms.c_transforms) sliced (mindspore.Parameter property) SoftDvppDecodeRandomCropResizeJpeg (class in mindspore.dataset.vision.c_transforms) SoftDvppDecodeResizeJpeg (class in mindspore.dataset.vision.c_transforms) Softplus (class in mindspore.nn.probability.bijector) SparseTensor (class in mindspore) SpatialSmoothing (class in mindarmour.adv_robustness.detectors) split() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) std_trans() (mindspore.nn.probability.bnn_layers.NormalPosterior method) step_begin() (mindspore.train.callback.Callback method) step_end() (mindarmour.privacy.diff_privacy.RDPMonitor method) (mindarmour.privacy.diff_privacy.ZCDPMonitor method) (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) stop_send() (mindspore.DatasetHelper method) SubsetRandomSampler (class in mindspore.dataset) SummaryCollector (class in mindspore.train.callback) SummaryRecord (class in mindspore.train.summary) survival_function() (mindspore.nn.probability.distribution.Distribution method) SVI (class in mindspore.nn.probability.infer) switch_signed() (mindspore.compression.common.QuantDtype static method) sync_update() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) sync_wait() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

T

take() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) TBERegOp (class in mindspore.ops) TenCrop (class in mindspore.dataset.vision.py_transforms) Tensor (class in mindspore) TextFileDataset (class in mindspore.dataset) tfrecord_iterator() (mindspore.mindrecord.TFRecordToMR method) tfrecord_iterator_oldversion() (mindspore.mindrecord.TFRecordToMR method) TFRecordDataset (class in mindspore.dataset) TFRecordToMR (class in mindspore.mindrecord) TimeMonitor (class in mindspore.train.callback) to_device() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

to_json() (mindspore.dataset.Schema method) to_tensor() (mindspore.MetaTensor method) Top1CategoricalAccuracy (class in mindspore.nn) Top5CategoricalAccuracy (class in mindspore.nn) ToPIL (class in mindspore.dataset.vision.py_transforms) TopKCategoricalAccuracy (class in mindspore.nn) ToTensor (class in mindspore.dataset.vision.py_transforms) ToType (class in mindspore.dataset.vision.py_transforms) train() (mindarmour.MembershipInference method) (mindarmour.privacy.evaluation.MembershipInference method) (mindspore.Model method) (mindspore.nn.probability.toolbox.VAEAnomalyDetection method) transform() (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.Detector method) transform_to_bnn_layer() (mindspore.nn.probability.transforms.TransformToBNN method) transform_to_bnn_model() (mindspore.nn.probability.transforms.TransformToBNN method) TransformedDistribution (class in mindspore.nn.probability.distribution) TransformToBNN (class in mindspore.nn.probability.transforms) TruncatedNormal (class in mindspore.common.initializer) TypeCast (class in mindspore.dataset.transforms.c_transforms) types_shapes() (mindspore.DatasetHelper method)

U

UncertaintyEvaluation (class in mindspore.nn.probability.toolbox) Uniform (class in mindspore.common.initializer) (class in mindspore.nn.probability.distribution) UniformAugment (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) Unique (class in mindspore.dataset.transforms.c_transforms) unique (mindspore.Parameter property) update() (mindspore.nn.Accuracy method) (mindspore.nn.Fbeta method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.TopKCategoricalAccuracy method)

update_loss_scale() (mindspore.DynamicLossScaleManager method) (mindspore.FixedLossScaleManager method) (mindspore.LossScaleManager method) update_parameter (mindspore.ops.Primitive property) use_sampler() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.VOCDataset method)

V

VAE (class in mindspore.nn.probability.dpn) VAEAnomalyDetection (class in mindspore.nn.probability.toolbox) var() (mindspore.nn.probability.distribution.Distribution method)

view() (mindspore.Tensor method) virtual_flag (mindspore.Tensor property) VOCDataset (class in mindspore.dataset)

W

warmup_lr() (in module mindspore.nn) WarmUpLR (class in mindspore.nn) warn() (mindarmour.utils.LogUtil method)

WeightedRandomSampler (class in mindspore.dataset) WithBNNLossCell (class in mindspore.nn.probability.bnn_layers) write_raw_data() (mindspore.mindrecord.FileWriter method)

X

XavierUniform (class in mindspore.common.initializer)

Z

ZCDPMonitor (class in mindarmour.privacy.diff_privacy) Zero (class in mindspore.common.initializer) zip() (in module mindspore.dataset) (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)