Index

A

Abs (class in mindspore.ops.operations) Accuracy (class in mindspore.nn) ACos (class in mindspore.ops.operations) Acosh (class in mindspore.ops.operations) AdaGaussianRandom (class in mindarmour.diff_privacy) Adam (class in mindspore.nn) (class in mindspore.ops.operations) AdamWeightDecay (class in mindspore.nn) AdamWeightDecayDynamicLR (class in mindspore.nn) add_column() (mindspore.dataset.Schema method) add_dict() (mindspore.dataset.text.transforms.JiebaTokenizer method) add_flags() (in module mindspore.ops.composite) 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) add_word() (mindspore.dataset.text.transforms.JiebaTokenizer method) AddN (class in mindspore.ops.operations) AdversarialDefense (class in mindarmour.defenses) AdversarialDefenseWithAttacks (class in mindarmour.defenses) AiCPURegOp (class in mindspore.ops) AkgRegOp (class in mindspore.ops) AllGather (class in mindspore.ops.operations) AllReduce (class in mindspore.ops.operations) analyse() (mindinsight.profiler.Profiler method) append() (mindspore.nn.CellList method) apply() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

ApplyAdadelta (class in mindspore.ops.operations) ApplyAdagrad (class in mindspore.ops.operations) ApplyAdagradV2 (class in mindspore.ops.operations) ApplyAdaMax (class in mindspore.ops.operations) ApplyCenteredRMSProp (class in mindspore.ops.operations) ApplyFtrl (class in mindspore.ops.operations) ApplyMomentum (class in mindspore.ops.operations) ApplyProximalAdagrad (class in mindspore.ops.operations) ApplyRMSProp (class in mindspore.ops.operations) ApproximateEqual (class in mindspore.ops.operations) Argmax (class in mindspore.ops.operations) ArgMaxWithValue (class in mindspore.ops.operations) Argmin (class in mindspore.ops.operations) ArgMinWithValue (class in mindspore.ops.operations) Asin (class in mindspore.ops.operations) Asinh (class in mindspore.ops.operations) Assign (class in mindspore.ops.operations) AssignAdd (class in mindspore.ops.operations) AssignSub (class in mindspore.ops.operations) asv() (mindarmour.evaluations.BlackDefenseEvaluate method) async_flag() (mindspore.ops.TBERegOp method) Atan (class in mindspore.ops.operations) Atan2 (class in mindspore.ops.operations) Atanh (class in mindspore.ops.operations) Attack (class in mindarmour) AttackEvaluate (class in mindarmour.evaluations) attr() (mindspore.ops.AiCPURegOp method) (mindspore.ops.AkgRegOp method) (mindspore.ops.TBERegOp method) AutoContrast (class in mindspore.dataset.transforms.vision.py_transforms) avg_conf_adv_class() (mindarmour.evaluations.AttackEvaluate method) avg_conf_true_class() (mindarmour.evaluations.AttackEvaluate method) avg_lp_distance() (mindarmour.evaluations.AttackEvaluate method) avg_ssim() (mindarmour.evaluations.AttackEvaluate method) AvgPool (class in mindspore.ops.operations) AvgPool1d (class in mindspore.nn) AvgPool2d (class in mindspore.nn)

B

backbone_network (mindspore.nn.WithLossCell property) BasicIterativeMethod (class in mindarmour.attacks) BasicLSTMCell (class in mindspore.ops.operations) BasicTokenizer (class in mindspore.dataset.text.transforms) batch() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) batch_defense() (mindarmour.Defense method) batch_generate() (mindarmour.Attack method) BatchMatMul (class in mindspore.ops.operations) BatchNorm (class in mindspore.ops.operations) BatchNorm1d (class in mindspore.nn) BatchNorm2d (class in mindspore.nn) BatchToSpace (class in mindspore.ops.operations) BatchToSpaceND (class in mindspore.ops.operations) begin() (mindspore.train.callback.Callback method) BertTokenizer (class in mindspore.dataset.text.transforms) BesselI0e (class in mindspore.ops.operations) BesselI1e (class in mindspore.ops.operations)

BiasAdd (class in mindspore.ops.operations) BinaryCrossEntropy (class in mindspore.ops.operations) binfile_name() (mindspore.ops.TBERegOp method) BitwiseAnd (class in mindspore.ops.operations) BitwiseOr (class in mindspore.ops.operations) BitwiseXor (class in mindspore.ops.operations) BlackDefenseEvaluate (class in mindarmour.evaluations) BlackModel (class in mindarmour) BNTrainingReduce (class in mindspore.ops.operations) BNTrainingUpdate (class in mindspore.ops.operations) BoundingBoxAugment (class in mindspore.dataset.transforms.vision.c_transforms) BoundingBoxDecode (class in mindspore.ops.operations) BoundingBoxEncode (class in mindspore.ops.operations) bprop_debug (mindspore.nn.Cell property) Broadcast (class in mindspore.ops.operations) BroadcastTo (class in mindspore.ops.operations) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) build_train_network() (in module mindspore.train.amp)

C

Callback (class in mindspore.train.callback) candidate_fields (mindspore.mindrecord.MindPage property) CarliniWagnerL2Attack (class in mindarmour.attacks) CaseFold (class in mindspore.dataset.text.transforms) Cast (class in mindspore.ops.operations) category_field (mindspore.mindrecord.MindPage property) cav() (mindarmour.evaluations.DefenseEvaluate method) ccv() (mindarmour.evaluations.DefenseEvaluate method) Ceil (class in mindspore.ops.operations) CelebADataset (class in mindspore.dataset) Cell (class in mindspore.nn) CellList (class in mindspore.nn) cells() (mindspore.nn.Cell method) cells_and_names() (mindspore.nn.Cell method) CenterCrop (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) CentralCrop (class in mindspore.nn) check_elim() (mindspore.ops.Primitive method) CheckBprop (class in mindspore.ops.operations) CheckpointConfig (class in mindspore.train.callback) CheckValid (class in mindspore.ops.operations) Cifar100Dataset (class in mindspore.dataset) Cifar100ToMR (class in mindspore.mindrecord) Cifar10Dataset (class in mindspore.dataset) Cifar10ToMR (class in mindspore.mindrecord) 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.detectors.SimilarityDetector method) clip_by_value() (in module mindspore.ops.composite) ClipByNorm (class in mindspore.nn) 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) compile() (mindspore.nn.Cell method) compile_and_run() (mindspore.nn.Cell method) ComposeOp (class in mindspore.dataset.transforms.vision.py_transforms) compute_cost() (mindspore.ops.TBERegOp method) Concat (class in mindspore.ops.operations) concat() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Concatenate (class in mindspore.dataset.transforms.c_transforms) config (in module mindspore.dataset) ConfigurationManager (class in mindspore.dataset.core.configuration)

ConfusionMulGrad (class in mindspore.ops.operations) Constant (class in mindspore.common.initializer) constexpr() (in module mindspore.ops) construct() (mindarmour.diff_privacy.AdaGaussianRandom method) (mindarmour.diff_privacy.GaussianRandom method) (mindarmour.utils.GradWrap method) (mindarmour.utils.GradWrapWithLoss method) (mindspore.nn.Cell method) (mindspore.nn.ClipByNorm method) (mindspore.nn.DenseQuant method) (mindspore.nn.DistributedGradReducer method) ControlDepend (class in mindspore.ops.operations) Conv2d (class in mindspore.nn) Conv2D (class in mindspore.ops.operations) Conv2DBackpropInput (class in mindspore.ops.operations) Conv2dBatchNormQuant (class in mindspore.nn) Conv2dBnAct (class in mindspore.nn) Conv2dQuant (class in mindspore.nn) Conv2dTranspose (class in mindspore.nn) convert_quant_network() (in module mindspore.train.quant) core() (in module mindspore.ops.composite) Cos (class in mindspore.ops.operations) cos() (mindarmour.evaluations.DefenseEvaluate method) Cosh (class in mindspore.ops.operations) cosine_decay_lr() (in module mindspore.nn.dynamic_lr) CosineEmbeddingLoss (class in mindspore.nn) create() (mindarmour.diff_privacy.DPOptimizerClassFactory method) (mindarmour.diff_privacy.MechanismsFactory static method) (mindarmour.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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) create_group() (in module mindspore.communication) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) CropAndResize (class in mindspore.ops.operations) crr() (mindarmour.evaluations.DefenseEvaluate method) csr() (mindarmour.evaluations.DefenseEvaluate method) CsvToMR (class in mindspore.mindrecord) CTCLoss (class in mindspore.ops.operations) CumProd (class in mindspore.ops.operations) CumSum (class in mindspore.ops.operations) CutOut (class in mindspore.dataset.transforms.vision.c_transforms) Cutout (class in mindspore.dataset.transforms.vision.py_transforms)

D

DataFormatDimMap (class in mindspore.ops.operations) DatasetHelper (class in mindspore) DataType (class in mindspore.ops) DataWrapper (class in mindspore.nn) debug() (mindarmour.utils.LogUtil method) decay_weight() (mindspore.nn.Optimizer method) Decode (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) DeepFool (class in mindarmour.attacks) Defense (class in mindarmour) defense() (mindarmour.Defense method) (mindarmour.defenses.AdversarialDefense method) (mindarmour.defenses.AdversarialDefenseWithAttacks method) DefenseEvaluate (class in mindarmour.evaluations) Dense (class in mindspore.nn) DenseBnAct (class in mindspore.nn) DenseQuant (class in mindspore.nn) Depend (class in mindspore.ops.operations) DepthToSpace (class in mindspore.ops.operations) DepthwiseConv2dNative (class in mindspore.ops.operations) destroy_group() (in module mindspore.communication) detect() (mindarmour.Detector method) (mindarmour.detectors.EnsembleDetector method) (mindarmour.detectors.ErrorBasedDetector method) (mindarmour.detectors.RegionBasedDetector method) (mindarmour.detectors.SimilarityDetector method) (mindarmour.detectors.SpatialSmoothing method) detect_diff() (mindarmour.Detector method) (mindarmour.detectors.DivergenceBasedDetector method) (mindarmour.detectors.EnsembleDetector method) (mindarmour.detectors.ErrorBasedDetector method) (mindarmour.detectors.RegionBasedDetector method) (mindarmour.detectors.SimilarityDetector method) (mindarmour.detectors.SpatialSmoothing 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Diag (class in mindspore.ops.operations) DiagPart (class in mindspore.ops.operations) DistributedGradReducer (class in mindspore.nn) DistributedSampler (class in mindspore.dataset) Div (class in mindspore.ops.operations) DivergenceBasedDetector (class in mindarmour.detectors) DiverseInputIterativeMethod (class in mindarmour.attacks) DivNoNan (class in mindspore.ops.operations) DPModel (class in mindarmour.diff_privacy) DPOptimizerClassFactory (class in mindarmour.diff_privacy) Dropout (class in mindspore.nn) (class in mindspore.ops.operations) DropoutDoMask (class in mindspore.ops.operations) DropoutGenMask (class in mindspore.ops.operations) DropoutGrad (class in mindspore.ops.operations) DType (class in mindspore.ops.operations) 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) DynamicLossScaleManager (class in mindspore.train.loss_scale_manager) DynamicLossScaleUpdateCell (class in mindspore.nn)

E

ELU (class in mindspore.nn) Elu (class in mindspore.ops.operations) Embedding (class in mindspore.nn) end() (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) EnsembleAdversarialDefense (class in mindarmour.defenses) EnsembleDetector (class in mindarmour.detectors) epoch_begin() (mindspore.train.callback.Callback method) epoch_end() (mindspore.train.callback.Callback method) Eps (class in mindspore.ops.operations) Equal (class in mindspore.ops.operations) EqualCount (class in mindspore.ops.operations) Equalize (class in mindspore.dataset.transforms.vision.py_transforms) Erf (class in mindspore.ops.operations) Erfc (class in mindspore.ops.operations) error() (mindarmour.utils.LogUtil method) ErrorBasedDetector (class in mindarmour.detectors) eval() (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)

exec_checkpoint_graph() (mindspore.nn.Cell method) Exp (class in mindspore.ops.operations) ExpandDims (class in mindspore.ops.operations) Expm1 (class in mindspore.ops.operations) exponential_decay_lr() (in module mindspore.nn.dynamic_lr) export() (in module mindspore.train.serialization) extend() (mindspore.nn.CellList method) extend_repr() (mindspore.nn.Cell method) (mindspore.nn.DenseQuant method) (mindspore.nn.GroupNorm method) (mindspore.nn.LayerNorm method) Eye (class in mindspore.ops.operations)

F

F1 (class in mindspore.nn) FakeQuantWithMinMax (class in mindspore.nn) FastGradientMethod (class in mindarmour.attacks) FastGradientSignMethod (class in mindarmour.attacks) Fbeta (class in mindspore.nn) FileReader (class in mindspore.mindrecord) FileWriter (class in mindspore.mindrecord) Fill (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.ops.operations) filter() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) filter_summary_lineage() (in module mindinsight.lineagemgr) finish() (mindspore.mindrecord.FileReader method) fit() (mindarmour.Detector method) (mindarmour.detectors.EnsembleDetector method) (mindarmour.detectors.ErrorBasedDetector method) (mindarmour.detectors.RegionBasedDetector method) (mindarmour.detectors.SimilarityDetector method) (mindarmour.detectors.SpatialSmoothing method) FiveCrop (class in mindspore.dataset.transforms.vision.py_transforms)

FixedLossScaleManager (class in mindspore.train.loss_scale_manager) FixedLossScaleUpdateCell (class in mindspore.nn) flat_map() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Flatten (class in mindspore.nn) (class in mindspore.ops.operations) FloatStatus (class in mindspore.ops.operations) Floor (class in mindspore.ops.operations) FloorDiv (class in mindspore.ops.operations) FloorMod (class in mindspore.ops.operations) flush() (mindspore.train.summary.SummaryRecord method) fpr() (mindarmour.evaluations.BlackDefenseEvaluate method) from_dataset() (mindspore.dataset.text.utils.Vocab class method) from_dict() (mindspore.dataset.text.utils.Vocab class method) from_file() (mindspore.dataset.text.utils.Vocab class method) from_json() (mindspore.dataset.Schema method) from_list() (mindspore.dataset.text.utils.Vocab class method) FTRL (class in mindspore.nn) FusedBatchNorm (class in mindspore.ops.operations) Fuzzing (class in mindarmour.fuzzing) fuzzing() (mindarmour.fuzzing.Fuzzing method)

G

GatherNd (class in mindspore.ops.operations) GatherV2 (class in mindspore.ops.operations) GaussianRandom (class in mindarmour.diff_privacy) GELU (class in mindspore.nn) Gelu (class in mindspore.ops.operations) generate() (mindarmour.Attack method) (mindarmour.attacks.BasicIterativeMethod method) (mindarmour.attacks.CarliniWagnerL2Attack method) (mindarmour.attacks.DeepFool method) (mindarmour.attacks.GeneticAttack method) (mindarmour.attacks.HopSkipJumpAttack method) (mindarmour.attacks.IterativeGradientMethod method) (mindarmour.attacks.JSMAAttack method) (mindarmour.attacks.LBFGS method) (mindarmour.attacks.MomentumIterativeMethod method) (mindarmour.attacks.NES method) (mindarmour.attacks.PointWiseAttack method) (mindarmour.attacks.ProjectedGradientDescent method) (mindarmour.attacks.PSOAttack method) (mindarmour.attacks.SaltAndPepperNoiseAttack method) generate_scope() (mindspore.nn.Cell method) GeneratorDataset (class in mindspore.dataset) GeneticAttack (class in mindarmour.attacks) GeSwitch (class in mindspore.ops.operations) get_activation() (in module mindspore.nn) get_algo_parameters() (in module mindspore.parallel) get_all_edges() (mindspore.dataset.GraphData method) get_all_neighbors() (mindspore.dataset.GraphData method) get_all_nodes() (mindspore.dataset.GraphData method) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

get_detected_queries() (mindarmour.detectors.SimilarityDetector method) get_detection_interval() (mindarmour.detectors.SimilarityDetector method) get_drop_overflow_update() (mindspore.train.loss_scale_manager.DynamicLossScaleManager method) (mindspore.train.loss_scale_manager.FixedLossScaleManager method) get_func_graph_proto() (mindspore.nn.Cell 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.fuzzing.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.train.loss_scale_manager.DynamicLossScaleManager method) (mindspore.train.loss_scale_manager.FixedLossScaleManager method) (mindspore.train.loss_scale_manager.LossScaleManager method) get_lr() (mindspore.nn.Optimizer method) get_lr_parameter() (mindspore.nn.Optimizer method) get_metric_fn() (in module mindspore.nn) get_monitor_sampling_interval() (mindspore.dataset.core.configuration.ConfigurationManager method) get_nbc() (mindarmour.fuzzing.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() (mindspore.dataset.core.configuration.ConfigurationManager method) get_num_samples() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.WeightedRandomSampler method) get_parameters() (mindspore.nn.Cell method) get_prefetch_size() (mindspore.dataset.core.configuration.ConfigurationManager method) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) get_sampled_neighbors() (mindspore.dataset.GraphData method) get_scope() (mindspore.nn.Cell method) get_seed() (mindspore.dataset.core.configuration.ConfigurationManager method) get_snac() (mindarmour.fuzzing.ModelCoverageMetrics method) get_stop_requested() (mindspore.train.callback.RunContext method) get_summary_lineage() (in module mindinsight.lineagemgr) get_update_cell() (mindspore.train.loss_scale_manager.DynamicLossScaleManager method) (mindspore.train.loss_scale_manager.FixedLossScaleManager method) (mindspore.train.loss_scale_manager.LossScaleManager method) get_vm_impl_fn() (in module mindspore.ops) get_world_rank_from_group_rank() (in module mindspore.communication) GetNext (class in mindspore.ops.operations) GetNextSingleOp (class in mindspore.nn) GlobalBatchNorm (class in mindspore.nn) GlobalComm (class in mindspore.communication) GradOperation (class in mindspore.ops.composite) GradWrap (class in mindarmour.utils) GradWrapWithLoss (class in mindarmour.utils) graph_info() (mindspore.dataset.GraphData method) GraphData (class in mindspore.dataset) GraphKernel (class in mindspore.nn) Grayscale (class in mindspore.dataset.transforms.vision.py_transforms) Greater (class in mindspore.ops.operations) GreaterEqual (class in mindspore.ops.operations) GroupNorm (class in mindspore.nn)

H

HeUniform (class in mindspore.common.initializer) HistogramFixedWidth (class in mindspore.ops.operations) HistogramSummary (class in mindspore.ops.operations) HookBackward (class in mindspore.ops.operations) HopSkipJumpAttack (class in mindarmour.attacks) HostAllGather (class in mindspore.ops.operations) HostReduceScatter (class in mindspore.ops.operations) HSigmoid (class in mindspore.nn) (class in mindspore.ops.operations)

HSigmoidQuant (class in mindspore.nn) HsvToRgb (class in mindspore.dataset.transforms.vision.py_transforms) HSwish (class in mindspore.nn) (class in mindspore.ops.operations) HSwishQuant (class in mindspore.nn) HWC2CHW (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) HyperMap (class in mindspore.ops.composite)

I

ImageFolderDatasetV2 (class in mindspore.dataset) ImageGradients (class in mindspore.nn) ImageNetToMR (class in mindspore.mindrecord) ImageSummary (class in mindspore.ops.operations) infer_dtype() (mindspore.ops.PrimitiveWithInfer method) infer_shape() (mindspore.ops.PrimitiveWithInfer method) infer_value() (mindspore.ops.PrimitiveWithInfer method) info() (mindarmour.utils.LogUtil method) init() (in module mindspore.communication) (mindspore.Model method) init_data() (mindspore.Parameter method) init_flag (mindspore.Tensor property) init_parameters_data() (mindspore.nn.Cell method) init_prim_io_names() (mindspore.ops.Primitive method) Initializer (class in mindspore.common.initializer) initializer() (in module mindspore.common.initializer) InplaceAdd (class in mindspore.ops.operations) InplaceSub (class in mindspore.ops.operations) InplaceUpdate (class in mindspore.ops.operations) input() (mindspore.ops.AiCPURegOp method) (mindspore.ops.AkgRegOp method) (mindspore.ops.TBERegOp method)

insert() (mindspore.nn.CellList method) insert_child_to_cell() (mindspore.nn.Cell method) insert_param_to_cell() (mindspore.nn.Cell method) InsertGradientOf (class in mindspore.ops.operations) integrated_save (mindspore.train.callback.CheckpointConfig property) InTopK (class in mindspore.ops.operations) Inv (class in mindspore.ops.operations) inverse_decay_lr() (in module mindspore.nn.dynamic_lr) Invert (class in mindspore.dataset.transforms.vision.py_transforms) (class in mindspore.ops.operations) InvertPermutation (class in mindspore.ops.operations) IOU (class in mindspore.ops.operations) is_adversarial() (mindarmour.BlackModel method) is_init (mindspore.Parameter property) IsFinite (class in mindspore.ops.operations) IsInf (class in mindspore.ops.operations) IsInstance (class in mindspore.ops.operations) IsNan (class in mindspore.ops.operations) IsSubClass (class in mindspore.ops.operations) issubclass_() (in module mindspore) IterativeGradientMethod (class in mindarmour.attacks)

J

JiebaMode (class in mindspore.dataset.text.utils)

JiebaTokenizer (class in mindspore.dataset.text.transforms) JSMAAttack (class in mindarmour.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

L1Loss (class in mindspore.nn) L2Loss (class in mindspore.ops.operations) L2Normalize (class in mindspore.ops.operations) Lamb (class in mindspore.nn) LARS (class in mindspore.nn) LARSUpdate (class in mindspore.ops.operations) latest_ckpt_file_name (mindspore.train.callback.ModelCheckpoint property) LayerNorm (class in mindspore.nn) (class in mindspore.ops.operations) LazyAdam (class in mindspore.nn) LBFGS (class in mindarmour.attacks) LeakyReLU (class in mindspore.nn) LeastLikelyClassMethod (class in mindarmour.attacks) Less (class in mindspore.ops.operations) LessEqual (class in mindspore.ops.operations) LinearTransformation (class in mindspore.dataset.transforms.vision.py_transforms) LinSpace (class in mindspore.nn) load() (mindspore.dataset.core.configuration.ConfigurationManager method) load_checkpoint() (in module mindspore.train.serialization)

load_param_into_net() (in module mindspore.train.serialization) load_parameter_slice() (mindspore.nn.Cell method) Log (class in mindspore.ops.operations) Log1p (class in mindspore.ops.operations) log_dir (mindspore.train.summary.SummaryRecord property) LogicalAnd (class in mindspore.ops.operations) LogicalNot (class in mindspore.ops.operations) LogicalOr (class in mindspore.ops.operations) LogSigmoid (class in mindspore.nn) LogSoftmax (class in mindspore.nn) (class in mindspore.ops.operations) LogUtil (class in mindarmour.utils) Lookup (class in mindspore.dataset.text.transforms) loop_size() (mindspore.DatasetHelper method) Loss (class in mindspore.nn) LossMonitor (class in mindspore.train.callback) LossScaleManager (class in mindspore.train.loss_scale_manager) LSTM (class in mindspore.nn) (class in mindspore.ops.operations) LSTMCell (class in mindspore.nn)

M

MAE (class in mindspore.nn) MakeRefKey (class in mindspore.ops.operations) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Mask (class in mindspore.dataset.transforms.c_transforms) MatMul (class in mindspore.ops.operations) Maximum (class in mindspore.ops.operations) MaxPool (class in mindspore.ops.operations) MaxPool2d (class in mindspore.nn) MaxPoolWithArgmax (class in mindspore.ops.operations) MechanismsFactory (class in mindarmour.diff_privacy) Merge (class in mindspore.ops.operations) Metric (class in mindspore.nn) mindarmour module mindarmour.attacks module mindarmour.defenses module mindarmour.detectors module mindarmour.diff_privacy module mindarmour.evaluations module mindarmour.fuzzing module mindarmour.utils module MindDataset (class in mindspore.dataset) mindinsight.lineagemgr module mindinsight.profiler module MindPage (class in mindspore.mindrecord) mindspore module mindspore.common.initializer module mindspore.communication module mindspore.context module mindspore.dataset module mindspore.dataset.text.transforms module mindspore.dataset.text.utils module mindspore.dataset.transforms.c_transforms module mindspore.dataset.transforms.py_transforms module mindspore.dataset.transforms.vision.c_transforms module mindspore.dataset.transforms.vision.py_transforms module mindspore.dtype (built-in class) mindspore.mindrecord module mindspore.nn module

mindspore.nn.dynamic_lr module mindspore.ops module mindspore.ops.composite module mindspore.ops.operations module mindspore.parallel module mindspore.train.amp module mindspore.train.callback module mindspore.train.loss_scale_manager module mindspore.train.quant module mindspore.train.serialization module mindspore.train.summary module Minimum (class in mindspore.ops.operations) MirrorPad (class in mindspore.ops.operations) mis_classification_rate() (mindarmour.evaluations.AttackEvaluate method) MixUp (class in mindspore.dataset.transforms.vision.py_transforms) MnistDataset (class in mindspore.dataset) MnistToMR (class in mindspore.mindrecord) Model (class in mindspore) model_type (mindspore.train.callback.CheckpointConfig property) ModelCheckpoint (class in mindspore.train.callback) ModelCoverageMetrics (class in mindarmour.fuzzing) module mindarmour mindarmour.attacks mindarmour.defenses mindarmour.detectors mindarmour.diff_privacy mindarmour.evaluations mindarmour.fuzzing mindarmour.utils mindinsight.lineagemgr mindinsight.profiler mindspore mindspore.common.initializer mindspore.communication mindspore.context mindspore.dataset mindspore.dataset.text.transforms mindspore.dataset.text.utils mindspore.dataset.transforms.c_transforms mindspore.dataset.transforms.py_transforms mindspore.dataset.transforms.vision.c_transforms mindspore.dataset.transforms.vision.py_transforms mindspore.mindrecord mindspore.nn mindspore.nn.dynamic_lr mindspore.ops mindspore.ops.composite mindspore.ops.operations mindspore.parallel mindspore.train.amp mindspore.train.callback mindspore.train.loss_scale_manager mindspore.train.quant mindspore.train.serialization mindspore.train.summary Momentum (class in mindspore.nn) MomentumDiverseInputIterativeMethod (class in mindarmour.attacks) MomentumIterativeMethod (class in mindarmour.attacks) ms_function() (in module mindspore) MSE (class in mindspore.nn) MSELoss (class in mindspore.nn) Mul (class in mindspore.ops.operations) MulQuant (class in mindspore.nn) MultitypeFuncGraph (class in mindspore.ops.composite)

N

name (mindspore.Parameter property) name_cells() (mindspore.nn.Cell method) names() (in module mindspore.nn) natural_exp_decay_lr() (in module mindspore.nn.dynamic_lr) NaturalAdversarialDefense (class in mindarmour.defenses) Neg (class in mindspore.ops.operations) NES (class in mindarmour.attacks) Ngram (class in mindspore.dataset.text.transforms) NMSWithMask (class in mindspore.ops.operations) Norm (class in mindspore.nn) Normal (class in mindspore.common.initializer) (class in mindspore.ops.operations) Normalize (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) NormalizeForm (class in mindspore.dataset.text.utils) NormalizeUTF8 (class in mindspore.dataset.text.transforms) NotEqual (class in mindspore.ops.operations) NPUAllocFloatStatus (class in mindspore.ops.operations)

NPUClearFloatStatus (class in mindspore.ops.operations) NPUGetFloatStatus (class in mindspore.ops.operations) nte() (mindarmour.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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) NumpySlicesDataset (class in mindspore.dataset)

O

One (class in mindspore.common.initializer) OneHot (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.nn) (class in mindspore.ops.operations) OneHotOp (class in mindspore.dataset.transforms.py_transforms) OnesLike (class in mindspore.ops.operations) 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) Optimizer (class in mindspore.nn) original_args() (mindspore.train.callback.RunContext method) output() (mindspore.ops.AiCPURegOp method) (mindspore.ops.AkgRegOp 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

P

Pack (class in mindspore.ops.operations) Pad (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) (class in mindspore.nn) (class in mindspore.ops.operations) PadEnd (class in mindspore.dataset.transforms.c_transforms) ParallelMode (class in mindspore) param_prefix (mindspore.nn.Cell property) Parameter (class in mindspore) parameters_and_names() (mindspore.nn.Cell method) parameters_dict() (mindspore.nn.Cell method) ParameterTuple (class in mindspore) ParameterUpdate (class in mindspore.nn) parse_columns() (mindspore.dataset.Schema method) parse_print() (in module mindspore.train.serialization) Partial (class in mindspore.ops.operations) partial_flag() (mindspore.ops.TBERegOp method) piecewise_constant_lr() (in module mindspore.nn.dynamic_lr) PKSampler (class in mindspore.dataset) PointWiseAttack (class in mindarmour.attacks) polynomial_decay_lr() (in module mindspore.nn.dynamic_lr) Pow (class in mindspore.ops.operations) Precision (class in mindspore.nn) predict() (mindarmour.BlackModel method) (mindspore.Model method) PReLU (class in mindspore.nn) (class in mindspore.ops.operations)

prim_attr_register() (in module mindspore.ops) Primitive (class in mindspore.ops) PrimitiveWithInfer (class in mindspore.ops) Print (class in mindspore.ops.operations) PrivacyMonitorFactory (class in mindarmour.diff_privacy) Profiler (class in mindinsight.profiler) project() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) ProjectedAdversarialDefense (class in mindarmour.defenses) ProjectedGradientDescent (class in mindarmour.attacks) ProximalAdagrad (class in mindspore.nn) PSNR (class in mindspore.nn) PSOAttack (class in mindarmour.attacks) PythonTokenizer (class in mindspore.dataset.text.transforms) pytype_to_dtype() (in module mindspore)

Q

qcv() (mindarmour.evaluations.BlackDefenseEvaluate method)

qrv() (mindarmour.evaluations.BlackDefenseEvaluate method)

R

RadarMetric (class in mindarmour.evaluations) random_walk() (mindspore.dataset.GraphData method) RandomAffine (class in mindspore.dataset.transforms.vision.py_transforms) RandomApply (class in mindspore.dataset.transforms.vision.py_transforms) RandomChoice (class in mindspore.dataset.transforms.vision.py_transforms) RandomChoiceWithMask (class in mindspore.ops.operations) RandomColor (class in mindspore.dataset.transforms.vision.py_transforms) RandomColorAdjust (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) RandomCrop (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) RandomCropDecodeResize (class in mindspore.dataset.transforms.vision.c_transforms) RandomCropWithBBox (class in mindspore.dataset.transforms.vision.c_transforms) RandomErasing (class in mindspore.dataset.transforms.vision.py_transforms) RandomFastGradientMethod (class in mindarmour.attacks) RandomFastGradientSignMethod (class in mindarmour.attacks) RandomGrayscale (class in mindspore.dataset.transforms.vision.py_transforms) RandomHorizontalFlip (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) RandomHorizontalFlipWithBBox (class in mindspore.dataset.transforms.vision.c_transforms) RandomLeastLikelyClassMethod (class in mindarmour.attacks) RandomOrder (class in mindspore.dataset.transforms.vision.py_transforms) RandomPerspective (class in mindspore.dataset.transforms.vision.py_transforms) RandomResize (class in mindspore.dataset.transforms.vision.c_transforms) RandomResizedCrop (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) RandomResizedCropWithBBox (class in mindspore.dataset.transforms.vision.c_transforms) RandomRotation (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) RandomSampler (class in mindspore.dataset) RandomSharpness (class in mindspore.dataset.transforms.vision.py_transforms) RandomVerticalFlip (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) RandomVerticalFlipWithBBox (class in mindspore.dataset.transforms.vision.c_transforms) Range (class in mindspore.nn) Rank (class in mindspore.ops.operations) 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) RealDiv (class in mindspore.ops.operations) Recall (class in mindspore.nn) Reciprocal (class in mindspore.ops.operations) record() (mindspore.train.summary.SummaryRecord method) ReduceAll (class in mindspore.ops.operations) ReduceLogSumExp (class in mindspore.nn) ReduceMax (class in mindspore.ops.operations) ReduceMean (class in mindspore.ops.operations) ReduceMin (class in mindspore.ops.operations) ReduceOp (class in mindspore.ops.operations) ReduceProd (class in mindspore.ops.operations) ReduceScatter (class in mindspore.ops.operations) ReduceSum (class in mindspore.ops.operations) RegexReplace (class in mindspore.dataset.text.transforms) RegexTokenizer (class in mindspore.dataset.text.transforms) RegionBasedDetector (class in mindarmour.detectors) register() (mindspore.ops.composite.MultitypeFuncGraph method) register_backward_hook() (mindspore.nn.Cell method) Relational (class in mindspore.dataset.transforms.c_transforms) release() (in module mindspore.communication) ReLU (class in mindspore.nn) (class in mindspore.ops.operations) ReLU6 (class in mindspore.nn) (class in mindspore.ops.operations)

ReLU6Quant (class in mindspore.nn) ReLUQuant (class in mindspore.nn) rename() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset 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.transforms.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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) reset_algo_parameters() (in module mindspore.parallel) reset_auto_parallel_context() (in module mindspore.context) Reshape (class in mindspore.ops.operations) reshape_type() (mindspore.ops.TBERegOp method) Resize (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) ResizeBilinear (class in mindspore.ops.operations) ResizeNearestNeighbor (class in mindspore.ops.operations) ReverseSequence (class in mindspore.ops.operations) RgbToHsv (class in mindspore.dataset.transforms.vision.py_transforms) RMSProp (class in mindspore.nn) ROIAlign (class in mindspore.ops.operations) Round (class in mindspore.ops.operations) Rsqrt (class in mindspore.ops.operations) RunContext (class in mindspore.train.callback)

S

SaltAndPepperNoiseAttack (class in mindarmour.attacks) SameTypeShape (class in mindspore.ops.operations) save_checkpoint() (in module mindspore.train.serialization) save_checkpoint_seconds (mindspore.train.callback.CheckpointConfig property) save_checkpoint_steps (mindspore.train.callback.CheckpointConfig property) ScalarCast (class in mindspore.ops.operations) ScalarSummary (class in mindspore.ops.operations) ScalarToArray (class in mindspore.ops.operations) ScalarToTensor (class in mindspore.ops.operations) scale_grad() (mindspore.nn.Optimizer method) ScatterAdd (class in mindspore.ops.operations) ScatterMax (class in mindspore.ops.operations) ScatterNd (class in mindspore.ops.operations) ScatterNdUpdate (class in mindspore.ops.operations) ScatterUpdate (class in mindspore.ops.operations) Schema (class in mindspore.dataset) Select (class in mindspore.ops.operations) SequentialCell (class in mindspore.nn) SequentialSampler (class in mindspore.dataset) set_algo_parameters() (in module mindspore.parallel) set_auto_parallel() (mindspore.nn.Cell method) set_auto_parallel_context() (in module mindspore.context) set_broadcast_flag() (mindspore.nn.Cell method) set_category_field() (mindspore.mindrecord.MindPage method) set_context() (in module mindspore.context) set_header_size() (mindspore.mindrecord.FileWriter method) set_level() (mindarmour.utils.LogUtil method) set_mechanisms() (mindarmour.diff_privacy.DPOptimizerClassFactory method) set_mode() (mindspore.train.summary.SummaryRecord method) set_monitor_sampling_interval() (mindspore.dataset.core.configuration.ConfigurationManager method) set_num_parallel_workers() (mindspore.dataset.core.configuration.ConfigurationManager method) set_page_size() (mindspore.mindrecord.FileWriter method) set_parallel_input_with_inputs() (mindspore.nn.Cell method) set_parameter_data() (mindspore.Parameter method) set_prefetch_size() (mindspore.dataset.core.configuration.ConfigurationManager method) set_prim_instance_name() (mindspore.ops.Primitive method) set_radius() (mindarmour.detectors.RegionBasedDetector method) set_seed() (mindspore.dataset.core.configuration.ConfigurationManager method) set_strategy() (mindspore.ops.Primitive method) set_target_images() (mindarmour.attacks.HopSkipJumpAttack method) (mindarmour.attacks.NES method) set_threshold() (mindarmour.detectors.ErrorBasedDetector method) (mindarmour.detectors.SimilarityDetector method) (mindarmour.detectors.SpatialSmoothing method) set_train() (mindspore.nn.Cell method) SGD (class in mindspore.nn) (class in mindspore.ops.operations) Shape (class in mindspore.ops.operations) show() (mindarmour.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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Sigmoid (class in mindspore.nn) (class in mindspore.ops.operations) SigmoidCrossEntropyWithLogits (class in mindspore.ops.operations) Sign (class in mindspore.ops.operations) SimilarityDetector (class in mindarmour.detectors) Sin (class in mindspore.ops.operations) Sinh (class in mindspore.ops.operations) Size (class in mindspore.ops.operations) skip() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

Slice (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.ops.operations) sliced (mindspore.Parameter property) SmoothL1Loss (class in mindspore.nn) (class in mindspore.ops.operations) Softmax (class in mindspore.nn) (class in mindspore.ops.operations) SoftmaxCrossEntropyExpand (class in mindspore.nn) SoftmaxCrossEntropyWithLogits (class in mindspore.nn) (class in mindspore.ops.operations) Softplus (class in mindspore.ops.operations) SpaceToBatch (class in mindspore.ops.operations) SpaceToBatchND (class in mindspore.ops.operations) SpaceToDepth (class in mindspore.ops.operations) sparse_grad (mindspore.Parameter property) SparseApplyAdagrad (class in mindspore.ops.operations) SparseApplyAdam (class in mindspore.ops.operations) SparseApplyFtrl (class in mindspore.ops.operations) SparseApplyLazyAdam (class in mindspore.ops.operations) SparseApplyProximalAdagrad (class in mindspore.ops.operations) SparseGatherV2 (class in mindspore.ops.operations) SparseSoftmaxCrossEntropyWithLogits (class in mindspore.ops.operations) SpatialSmoothing (class in mindarmour.detectors) Split (class in mindspore.ops.operations) split() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Sqrt (class in mindspore.ops.operations) Square (class in mindspore.ops.operations) SquareSumAll (class in mindspore.ops.operations) Squeeze (class in mindspore.ops.operations) SSIM (class in mindspore.nn) step_begin() (mindspore.train.callback.Callback method) step_end() (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) StridedSlice (class in mindspore.ops.operations) Sub (class in mindspore.ops.operations) SubsetRandomSampler (class in mindspore.dataset) SummaryCollector (class in mindspore.train.callback) SummaryRecord (class in mindspore.train.summary) sync_update() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Tanh (class in mindspore.nn) (class in mindspore.ops.operations) TBERegOp (class in mindspore.ops) TenCrop (class in mindspore.dataset.transforms.vision.py_transforms) Tensor (class in mindspore) TensorAdd (class in mindspore.ops.operations) TensorAddQuant (class in mindspore.nn) TensorScatterUpdate (class in mindspore.ops.operations) TensorSummary (class in mindspore.ops.operations) test_adequacy_coverage_calculate() (mindarmour.fuzzing.ModelCoverageMetrics method) TextFileDataset (class in mindspore.dataset) tfrecord_iterator() (mindspore.mindrecord.TFRecordToMR method) TFRecordDataset (class in mindspore.dataset) TFRecordToMR (class in mindspore.mindrecord) Tile (class in mindspore.ops.operations) TimeMonitor (class in mindspore.train.callback) to_bytes() (in module mindspore.dataset.text.utils) to_device() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

to_float() (mindspore.nn.Cell method) to_json() (mindspore.dataset.Schema method) to_str() (in module mindspore.dataset.text.utils) to_tensor() (mindspore.common.initializer.Initializer method) ToNumber (class in mindspore.dataset.text.transforms) Top1CategoricalAccuracy (class in mindspore.nn) Top5CategoricalAccuracy (class in mindspore.nn) ToPIL (class in mindspore.dataset.transforms.vision.py_transforms) TopK (class in mindspore.ops.operations) TopKCategoricalAccuracy (class in mindspore.nn) ToTensor (class in mindspore.dataset.transforms.vision.py_transforms) ToType (class in mindspore.dataset.transforms.vision.py_transforms) train() (mindspore.Model method) trainable_params() (mindspore.nn.Cell method) TrainOneStepCell (class in mindspore.nn) TrainOneStepWithLossScaleCell (class in mindspore.nn) transform() (mindarmour.Detector method) (mindarmour.detectors.EnsembleDetector method) (mindarmour.detectors.ErrorBasedDetector method) (mindarmour.detectors.RegionBasedDetector method) (mindarmour.detectors.SimilarityDetector 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 (class in mindspore.ops.operations) TruncatedNormal (class in mindspore.common.initializer) (class in mindspore.ops.operations) TruncateSequencePair (class in mindspore.dataset.text.transforms) TupleToArray (class in mindspore.ops.operations) TypeCast (class in mindspore.dataset.transforms.c_transforms) types_shapes() (mindspore.DatasetHelper method)

U

Unfold (class in mindspore.nn) UnicodeCharTokenizer (class in mindspore.dataset.text.transforms) UnicodeScriptTokenizer (class in mindspore.dataset.text.transforms) Uniform (class in mindspore.common.initializer) UniformAugment (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) Unpack (class in mindspore.ops.operations) UnsortedSegmentMin (class in mindspore.ops.operations) UnsortedSegmentSum (class in mindspore.ops.operations) untrainable_params() (mindspore.nn.Cell method) 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_cell_prefix() (mindspore.nn.Cell method) update_cell_type() (mindspore.nn.Cell method) update_loss_scale() (mindspore.train.loss_scale_manager.DynamicLossScaleManager method) (mindspore.train.loss_scale_manager.FixedLossScaleManager method) (mindspore.train.loss_scale_manager.LossScaleManager method) update_parameters_name() (mindspore.nn.Cell 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.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.VOCDataset method)

V

virtual_flag (mindspore.Tensor property) VirtualDatasetCellTriple (class in mindspore.nn)

vm_impl() (mindspore.ops.operations.AllReduce method) Vocab (class in mindspore.dataset.text.utils) VOCDataset (class in mindspore.dataset)

W

warn() (mindarmour.utils.LogUtil method) WeightedRandomSampler (class in mindspore.dataset) WhitespaceTokenizer (class in mindspore.dataset.text.transforms) WithEvalCell (class in mindspore.nn)

WithGradCell (class in mindspore.nn) WithLossCell (class in mindspore.nn) WordpieceTokenizer (class in mindspore.dataset.text.transforms) write_raw_data() (mindspore.mindrecord.FileWriter method)

X

XavierUniform (class in mindspore.common.initializer)

Z

Zero (class in mindspore.common.initializer) ZerosLike (class in mindspore.ops.operations) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)