Index

A

abs() (mindspore.Tensor method) Accuracy (class in mindspore.nn) AclOptions (class in mindspore_serving.worker.register) AdaClippingWithGaussianRandom (class in mindarmour.privacy.diff_privacy) add_child() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler method) (mindspore.dataset.WeightedRandomSampler method) 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_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) 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) allocate_qubit() (mindquantum.engine.CircuitEngine method)

allocate_qureg() (mindquantum.engine.CircuitEngine 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) astype() (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) auc() (in module mindspore.nn) 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

BasicGate (class in mindquantum.gate) BasicIterativeMethod (class in mindarmour.adv_robustness.attacks) BasicQubit (class in mindquantum.engine) 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) binfile_name() (mindspore.ops.TBERegOp method) BlackDefenseEvaluate (class in mindarmour.adv_robustness.evaluations) BlackModel (class in mindarmour) BleuScore (class in mindspore.nn) BoundingBoxAugment (class in mindspore.dataset.vision.c_transforms) bprint() (in module mindquantum.utils) 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

cache_enable (mindspore.Parameter property) cache_shape (mindspore.Parameter property) calc_actual_sparse_for_conv() (mindarmour.privacy.sup_privacy.SuppressCtrl method) calc_actual_sparse_for_layer() (mindarmour.privacy.sup_privacy.SuppressCtrl method) calc_theoretical_sparse_for_conv() (mindarmour.privacy.sup_privacy.SuppressCtrl method) calculate_coverage() (mindarmour.fuzz_testing.ModelCoverageMetrics method) call_postprocess() (in module mindspore_serving.worker.register) call_postprocess_pipeline() (in module mindspore_serving.worker.register) call_preprocess() (in module mindspore_serving.worker.register) call_preprocess_pipeline() (in module mindspore_serving.worker.register) call_servable() (in module mindspore_serving.worker.register) Callback (class in mindspore.train.callback) candidate_fields (mindspore.mindrecord.MindPage property) CarliniWagnerL2Attack (class in mindarmour.adv_robustness.attacks) category_field (mindspore.mindrecord.MindPage property) cav() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) ccv() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) CelebADataset (class in mindspore.dataset) CenterCrop (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) check_columns() (mindspore.mindrecord.CsvToMR static method) 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) Circuit (class in mindquantum.circuit) circuit (mindquantum.engine.BasicQubit property) (mindquantum.engine.CircuitEngine property) CircuitEngine (class in mindquantum.engine) ClassSensitivity (class in mindspore.explainer.benchmark) clear() (mindspore.nn.Accuracy method) (mindspore.nn.BleuScore method) (mindspore.nn.ConfusionMatrix method) (mindspore.nn.ConfusionMatrixMetric method) (mindspore.nn.CosineSimilarity method) (mindspore.nn.Dice method) (mindspore.nn.Fbeta method) (mindspore.nn.HausdorffDistance method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.MeanSurfaceDistance method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.OcclusionSensitivity method) (mindspore.nn.Perplexity method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.ROC method) (mindspore.nn.RootMeanSquareDistance 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) close_pool() (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) CLUEDataset (class in mindspore.dataset) CNOTGate (class in mindquantum.gate) CocoDataset (class in mindspore.dataset) comm_fusion (mindspore.Parameter property) 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) ConfusionMatrix (class in mindspore.nn) ConfusionMatrixMetric (class in mindspore.nn) 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) continue_send() (mindspore.DatasetHelper method) cos() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) cosine_decay_lr() (in module mindspore.nn) CosineDecayLR (class in mindspore.nn) CosineSimilarity (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) (mindarmour.privacy.sup_privacy.SuppressPrivacyFactory 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_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) 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) declare_distributed_servable() (in module mindspore_serving.worker.distributed) declare_servable() (in module mindspore_serving.worker.register) Decode (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) decompose_single_term_time_evolution() (in module mindquantum.circuit) 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) define_projectq_gate() (mindquantum.gate.BasicGate method) (mindquantum.gate.CNOTGate method) (mindquantum.gate.HGate method) (mindquantum.gate.IGate method) (mindquantum.gate.PhaseShift method) (mindquantum.gate.Power method) (mindquantum.gate.RX method) (mindquantum.gate.RY method) (mindquantum.gate.RZ method) (mindquantum.gate.SWAPGate method) (mindquantum.gate.UnivMathGate method) (mindquantum.gate.XGate method) (mindquantum.gate.XX method) (mindquantum.gate.YGate method) (mindquantum.gate.YY method) (mindquantum.gate.ZGate method) (mindquantum.gate.ZZ method) del_prim_attr() (mindspore.ops.Primitive method) 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) Dice (class in mindspore.nn) diff_matrix() (mindquantum.gate.IntrinsicOneParaGate method) DistributedSampler (class in mindspore.dataset) 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_shape() (mindspore.ops.TBERegOp method) DynamicLossScaleManager (class in mindspore)

E

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) 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.BleuScore method) (mindspore.nn.ConfusionMatrix method) (mindspore.nn.ConfusionMatrixMetric method) (mindspore.nn.CosineSimilarity method) (mindspore.nn.Dice method) (mindspore.nn.Fbeta method) (mindspore.nn.HausdorffDistance method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.MeanSurfaceDistance method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.OcclusionSensitivity method) (mindspore.nn.Perplexity method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.ROC method) (mindspore.nn.RootMeanSquareDistance method) (mindspore.nn.TopKCategoricalAccuracy method)

eval_network (mindspore.Model property) evaluate() (mindarmour.ImageInversionAttack method) (mindarmour.privacy.evaluation.ImageInversionAttack method) (mindspore.explainer.benchmark.ClassSensitivity method) (mindspore.explainer.benchmark.Faithfulness method) (mindspore.explainer.benchmark.Localization method) (mindspore.explainer.benchmark.Robustness method) expand_as() (mindspore.Tensor method) expand_values() (mindspore.dataset.vision.c_transforms.RandomColorAdjust method) 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) flatten() (mindspore.Tensor method) flush() (mindspore.train.summary.SummaryRecord method) flush_from_cache() (mindspore.Tensor 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

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) (mindarmour.ImageInversionAttack method) (mindarmour.privacy.evaluation.ImageInversionAttack method) generate_description() (mindquantum.gate.BasicGate method) generate_evolution_operator() (in module mindquantum.nn) generate_pqc_operator() (in module mindquantum.nn) generate_uccsd() (in module mindquantum.circuit) generator() (mindquantum.engine.CircuitEngine static method) GeneratorDataset (class in mindspore.dataset) GeneticAttack (class in mindarmour.adv_robustness.attacks) get_all_edges() (mindspore.dataset.GraphData method) get_all_neighbors() (mindspore.dataset.GraphData method) get_all_nodes() (mindspore.dataset.GraphData 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_child() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler method) (mindspore.dataset.WeightedRandomSampler 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_data_info() (mindspore.DatasetHelper method) 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_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_numa_enable() (in module mindspore.dataset.config) 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_row_of_csv() (mindspore.mindrecord.CsvToMR static 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_stat() (mindspore.dataset.DatasetCache method) get_stop_requested() (mindspore.train.callback.RunContext 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) GpuOptions (class in mindspore_serving.worker.register) 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)

H

Hamiltonian (class in mindquantum.gate) has_init (mindspore.Tensor property) HausdorffDistance (class in mindspore.nn) HeNormal (class in mindspore.common.initializer) hermitian (mindquantum.circuit.Circuit property) hermitian() (mindquantum.gate.BasicGate method) (mindquantum.gate.IntrinsicOneParaGate method) (mindquantum.gate.NoneParameterGate method)

HeUniform (class in mindspore.common.initializer) HGate (class in mindquantum.gate) 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

IGate (class in mindquantum.gate) ImageClassificationRunner (class in mindspore.explainer) ImageFolderDataset (class in mindspore.dataset) ImageInversionAttack (class in mindarmour) (class in mindarmour.privacy.evaluation) ImageNetToMR (class in mindspore.mindrecord) infer() (mindspore_serving.client.Client method) infer_async() (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) (mindspore.Tensor 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)

insert() (mindquantum.circuit.Circuit method) integrated_save (mindspore.train.callback.CheckpointConfig property) IntrinsicOneParaGate (class in mindquantum.gate) inverse_decay_lr() (in module mindspore.nn) InverseDecayLR (class in mindspore.nn) Invert (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) is_adversarial() (mindarmour.BlackModel method) is_dynamic_format() (mindspore.ops.TBERegOp method) is_init (mindspore.Parameter property) issubclass_() (in module mindspore) itemsize (mindspore.Tensor property) 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)

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) linearcombination() (mindquantum.gate.ParameterGate static method) LinearTransformation (class in mindspore.dataset.vision.py_transforms) link_suppress_ctrl() (mindarmour.privacy.sup_privacy.SuppressModel method) load() (in module mindspore) (in module mindspore.dataset.config) (in module mindspore_hub)

load_checkpoint() (in module mindspore) load_distributed_checkpoint() (in module mindspore) load_param_into_net() (in module mindspore) Localization (class in mindspore.explainer.benchmark) log_dir (mindspore.train.summary.SummaryRecord property) LogUtil (class in mindarmour.utils) Loss (class in mindspore.nn) LossMonitor (class in mindspore.train.callback) LossScaleManager (class in mindspore)

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) MaskLayerDes (class in mindarmour.privacy.sup_privacy) matrix() (mindquantum.gate.BasicGate method) (mindquantum.gate.IntrinsicOneParaGate method) (mindquantum.gate.NoneParameterGate method) max_epoch_suggest() (mindarmour.privacy.diff_privacy.RDPMonitor method) (mindarmour.privacy.diff_privacy.ZCDPMonitor method) mean() (mindspore.Tensor method) MeanSurfaceDistance (class in mindspore.nn) MembershipInference (class in mindarmour) (class in mindarmour.privacy.evaluation) merge_sliced_parameter() (in module 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.privacy.sup_privacy module mindarmour.utils module MindDataset (class in mindspore.dataset) MindPage (class in mindspore.mindrecord) mindquantum module mindquantum.circuit module mindquantum.engine module mindquantum.gate module mindquantum.nn module mindquantum.parameterresolver module mindquantum.utils module 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.numpy module mindspore.ops module mindspore.profiler module mindspore.train.callback module mindspore.train.summary module mindspore_data() (mindquantum.circuit.Circuit method) (mindquantum.gate.Hamiltonian method) (mindquantum.parameterresolver.ParameterResolver method) mindspore_hub module mindspore_serving module mindspore_serving.client module mindspore_serving.master module mindspore_serving.worker module mindspore_serving.worker.distributed module mindspore_serving.worker.register 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) mod() (in module mindquantum.utils) 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.privacy.sup_privacy mindarmour.utils mindquantum mindquantum.circuit mindquantum.engine mindquantum.gate mindquantum.nn mindquantum.parameterresolver mindquantum.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.numpy mindspore.ops mindspore.profiler mindspore.train.callback mindspore.train.summary mindspore_hub mindspore_serving mindspore_serving.client mindspore_serving.master mindspore_serving.worker mindspore_serving.worker.distributed mindspore_serving.worker.register 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) nbytes (mindspore.Tensor property) ndim (mindspore.Tensor property) need_check_supported() (mindspore.ops.TBERegOp method) NES (class in mindarmour.adv_robustness.attacks) no_grad() (mindquantum.circuit.Circuit method) (mindquantum.gate.ParameterGate method) (mindquantum.parameterresolver.ParameterResolver method) no_grad_part() (mindquantum.gate.ParameterGate method) (mindquantum.parameterresolver.ParameterResolver method) NoiseAdaGaussianRandom (class in mindarmour.privacy.diff_privacy) NoiseGaussianRandom (class in mindarmour.privacy.diff_privacy) NoiseMechanismsFactory (class in mindarmour.privacy.diff_privacy) NoneParameterGate (class in mindquantum.gate) Normal (class in mindspore.common.initializer) Normalize (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms)

normalize() (in module mindquantum.utils) nte() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) 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) OcclusionSensitivity (class in mindspore.nn) on() (mindquantum.gate.BasicGate method) 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) 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) para_name (mindquantum.parameterresolver.ParameterResolver property) para_value (mindquantum.parameterresolver.ParameterResolver property) parallel_optimizer (mindspore.Parameter property) ParallelMode (class in mindspore.context) Parameter (class in mindspore) parameter_resolver() (mindquantum.circuit.Circuit method) ParameterGate (class in mindquantum.gate) ParameterResolver (class in mindquantum.parameterresolver) ParameterTuple (class in mindspore) parse() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler method) (mindspore.dataset.vision.c_transforms.RandomSelectSubpolicy method) (mindspore.dataset.WeightedRandomSampler method) parse_child() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler method) (mindspore.dataset.WeightedRandomSampler method) parse_child_for_minddataset() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler method) (mindspore.dataset.WeightedRandomSampler method) parse_columns() (mindspore.dataset.Schema method) parse_for_minddataset() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler 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) pauli_word_to_circuits() (in module mindquantum.circuit) Perplexity (class in mindspore.nn) PhaseShift (class in mindquantum.gate) piecewise_constant_lr() (in module mindspore.nn) PKSampler (class in mindspore.dataset) PointWiseAttack (class in mindarmour.adv_robustness.attacks) polynomial_decay_lr() (in module mindspore.nn) PolynomialDecayLR (class in mindspore.nn) Power (class in mindquantum.gate) Precision (class in mindspore.nn) predict() (mindarmour.BlackModel method) (mindspore.Model method) predict_network (mindspore.Model property) 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) 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)

R

RadarMetric (class in mindarmour.adv_robustness.evaluations) random_state() (in module mindquantum.utils) 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) ravel() (mindspore.Tensor method) 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) recompute() (mindspore.ops.Primitive method) record() (mindspore.train.summary.SummaryRecord method) reduce() (mindspore.dataset.transforms.py_transforms.Compose static method) RegionBasedDetector (class in mindarmour.adv_robustness.detectors) register_hierarchical_occlusion() (mindspore.explainer.ImageClassificationRunner method) register_method() (in module mindspore_serving.worker.register) register_saliency() (mindspore.explainer.ImageClassificationRunner method) register_uncertainty() (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) requires_grad() (mindquantum.circuit.Circuit method) (mindquantum.gate.ParameterGate method) (mindquantum.parameterresolver.ParameterResolver method) requires_grad_part() (mindquantum.gate.ParameterGate method) (mindquantum.parameterresolver.ParameterResolver method) 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) reset_zeros() (mindarmour.privacy.sup_privacy.SuppressCtrl method) reshape() (mindspore.Tensor method) 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) ROC (class in mindspore.nn) roc() (mindspore.nn.ROC method) RootMeanSquareDistance (class in mindspore.nn) 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) RunContext (class in mindspore.train.callback) RX (class in mindquantum.gate) RY (class in mindquantum.gate) RZ (class in mindquantum.gate)

S

SaltAndPepperNoiseAttack (class in mindarmour.adv_robustness.attacks) 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) Schema (class in mindspore.dataset) 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_input_format() (mindspore_serving.worker.register.AclOptions method) set_input_shape() (mindspore_serving.worker.register.AclOptions method) set_insert_op_cfg_path() (mindspore_serving.worker.register.AclOptions 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_numa_enable() (in module mindspore.dataset.config) set_op_select_impl_mode() (mindspore_serving.worker.register.AclOptions method) set_output_type() (mindspore_serving.worker.register.AclOptions method) set_page_size() (mindspore.mindrecord.FileWriter method) set_param_ps() (mindspore.Parameter method) set_precision_mode() (mindspore_serving.worker.register.AclOptions 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) set_trt_infer_mode() (mindspore_serving.worker.register.GpuOptions 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) 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) squeeze() (mindspore.Tensor method) start_distributed_servable() (in module mindspore_serving.worker.distributed) start_distributed_servable_in_master() (in module mindspore_serving.worker.distributed) start_grpc_server() (in module mindspore_serving.master) start_master_server() (in module mindspore_serving.master) start_restful_server() (in module mindspore_serving.master) start_servable() (in module mindspore_serving.worker) start_servable_in_master() (in module mindspore_serving.worker) startup_worker_agents() (in module mindspore_serving.worker.distributed) step_begin() (mindspore.train.callback.Callback method) step_end() (mindarmour.privacy.diff_privacy.RDPMonitor method) (mindarmour.privacy.diff_privacy.ZCDPMonitor method) (mindarmour.privacy.sup_privacy.SuppressMasker method) (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) stop() (in module mindspore_serving.master) (in module mindspore_serving.worker) stop_send() (mindspore.DatasetHelper method) strides (mindspore.Tensor property) SubsetRandomSampler (class in mindspore.dataset) SubsetSampler (class in mindspore.dataset) summary() (mindquantum.circuit.Circuit method) SummaryCollector (class in mindspore.train.callback) SummaryRecord (class in mindspore.train.summary) SuppressCtrl (class in mindarmour.privacy.sup_privacy) SuppressMasker (class in mindarmour.privacy.sup_privacy) SuppressModel (class in mindarmour.privacy.sup_privacy) SuppressPrivacyFactory (class in mindarmour.privacy.sup_privacy) swapaxes() (mindspore.Tensor method) SWAPGate (class in mindquantum.gate) SwapParts (class in mindquantum.circuit) 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

T (mindspore.Tensor property) 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.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.Schema method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) to_tensor() (mindspore.Tensor 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) train_network (mindspore.Model property) 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) (mindspore.mindrecord.Cifar100ToMR method) (mindspore.mindrecord.Cifar10ToMR method) (mindspore.mindrecord.CsvToMR method) (mindspore.mindrecord.ImageNetToMR method) (mindspore.mindrecord.MnistToMR method) (mindspore.mindrecord.TFRecordToMR method) transpose() (mindspore.Tensor method) TruncatedNormal (class in mindspore.common.initializer) TypeCast (class in mindspore.dataset.transforms.c_transforms) types_shapes() (mindspore.DatasetHelper method)

U

UN (class in mindquantum.circuit) Uniform (class in mindspore.common.initializer) 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) UnivMathGate (class in mindquantum.gate) update() (mindquantum.parameterresolver.ParameterResolver method) (mindspore.nn.Accuracy method) (mindspore.nn.BleuScore method) (mindspore.nn.ConfusionMatrix method) (mindspore.nn.ConfusionMatrixMetric method) (mindspore.nn.CosineSimilarity method) (mindspore.nn.Dice method) (mindspore.nn.Fbeta method) (mindspore.nn.HausdorffDistance method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.MeanSurfaceDistance method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.OcclusionSensitivity method) (mindspore.nn.Perplexity method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.ROC method) (mindspore.nn.RootMeanSquareDistance method) (mindspore.nn.TopKCategoricalAccuracy method)

update_loss_scale() (mindspore.DynamicLossScaleManager method) (mindspore.FixedLossScaleManager method) (mindspore.LossScaleManager method) update_mask() (mindarmour.privacy.sup_privacy.SuppressCtrl method) update_mask_layer() (mindarmour.privacy.sup_privacy.SuppressCtrl method) update_mask_layer_approximity() (mindarmour.privacy.sup_privacy.SuppressCtrl method) update_parameter (mindspore.ops.Primitive property) update_status() (mindarmour.privacy.sup_privacy.SuppressCtrl method) 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

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) write_raw_data() (mindspore.mindrecord.FileWriter method)

X

XavierUniform (class in mindspore.common.initializer)

XGate (class in mindquantum.gate) XX (class in mindquantum.gate)

Y

YGate (class in mindquantum.gate)

YY (class in mindquantum.gate)

Z

ZCDPMonitor (class in mindarmour.privacy.diff_privacy) Zero (class in mindspore.common.initializer) ZGate (class in mindquantum.gate) 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)

ZZ (class in mindquantum.gate)