Index

A

Abs (class in mindspore.ops) AccumulateNV2 (class in mindspore.ops) Accuracy (class in mindspore.nn) ACos (class in mindspore.ops) Acosh (class in mindspore.ops) ActQuant (class in mindspore.nn) AdaClippingWithGaussianRandom (class in mindarmour.privacy.diff_privacy) Adam (class in mindspore.nn) (class in mindspore.ops) AdamWeightDecay (class in mindspore.nn) add_column() (mindspore.dataset.Schema method) add_dict() (mindspore.dataset.text.transforms.JiebaTokenizer method) add_flags() (in module mindspore.ops) 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) AdversarialDefense (class in mindarmour.adv_robustness.defenses) AdversarialDefenseWithAttacks (class in mindarmour.adv_robustness.defenses) AiCPURegOp (class in mindspore.ops) all() (mindspore.Tensor method) AllGather (class in mindspore.ops) AllReduce (class in mindspore.ops) analyse() (mindspore.profiler.Profiler method) any() (mindspore.Tensor method) append() (mindspore.nn.CellList method) (mindspore.nn.SequentialCell 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)

ApplyAdadelta (class in mindspore.ops) ApplyAdagrad (class in mindspore.ops) ApplyAdagradV2 (class in mindspore.ops) ApplyAdaMax (class in mindspore.ops) ApplyAddSign (class in mindspore.ops) ApplyCenteredRMSProp (class in mindspore.ops) ApplyFtrl (class in mindspore.ops) ApplyGradientDescent (class in mindspore.ops) ApplyMomentum (class in mindspore.ops) ApplyPowerSign (class in mindspore.ops) ApplyProximalAdagrad (class in mindspore.ops) ApplyProximalGradientDescent (class in mindspore.ops) ApplyRMSProp (class in mindspore.ops) ApproximateEqual (class in mindspore.ops) Argmax (class in mindspore.ops) ArgMaxWithValue (class in mindspore.ops) Argmin (class in mindspore.ops) ArgMinWithValue (class in mindspore.ops) Asin (class in mindspore.ops) Asinh (class in mindspore.ops) asnumpy() (mindspore.Tensor method) Assert (class in mindspore.ops) Assign (class in mindspore.ops) AssignAdd (class in mindspore.ops) AssignSub (class in mindspore.ops) asv() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method) async_flag() (mindspore.ops.TBERegOp method) async_save (mindspore.train.callback.CheckpointConfig property) Atan (class in mindspore.ops) Atan2 (class in mindspore.ops) Atanh (class in mindspore.ops) Attack (class in mindarmour) AttackEvaluate (class in mindarmour.adv_robustness.evaluations) attr() (mindspore.ops.AiCPURegOp method) (mindspore.ops.TBERegOp method) AutoContrast (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) avg_conf_adv_class() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) avg_conf_true_class() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) avg_lp_distance() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) avg_ssim() (mindarmour.adv_robustness.evaluations.AttackEvaluate method) AvgPool (class in mindspore.ops) AvgPool1d (class in mindspore.nn) AvgPool2d (class in mindspore.nn)

B

backbone_network (mindspore.nn.WithLossCell property) BasicIterativeMethod (class in mindarmour.adv_robustness.attacks) BasicLSTMCell (class in mindspore.ops) 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.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) BatchMatMul (class in mindspore.ops) BatchNorm (class in mindspore.ops) BatchNorm1d (class in mindspore.nn) BatchNorm2d (class in mindspore.nn) BatchToSpace (class in mindspore.ops) BatchToSpaceND (class in mindspore.ops) begin() (mindspore.train.callback.Callback method) Bernoulli (class in mindspore.nn.probability.distribution) BertTokenizer (class in mindspore.dataset.text.transforms) BesselI0e (class in mindspore.ops) BesselI1e (class in mindspore.ops) BiasAdd (class in mindspore.ops)

Bijector (class in mindspore.nn.probability.bijector) BinaryCrossEntropy (class in mindspore.ops) binfile_name() (mindspore.ops.TBERegOp method) BitwiseAnd (class in mindspore.ops) BitwiseOr (class in mindspore.ops) BitwiseXor (class in mindspore.ops) BlackDefenseEvaluate (class in mindarmour.adv_robustness.evaluations) BlackModel (class in mindarmour) BNTrainingReduce (class in mindspore.ops) BNTrainingUpdate (class in mindspore.ops) BoundingBoxAugment (class in mindspore.dataset.vision.c_transforms) BoundingBoxDecode (class in mindspore.ops) BoundingBoxEncode (class in mindspore.ops) bprop_debug (mindspore.nn.Cell property) Broadcast (class in mindspore.ops) broadcast_params() (mindspore.nn.Optimizer method) BroadcastTo (class in mindspore.ops) 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.train.serialization) build_train_network() (in module mindspore.train.amp)

C

calculate_coverage() (mindarmour.fuzz_testing.ModelCoverageMetrics method) Callback (class in mindspore.train.callback) candidate_fields (mindspore.mindrecord.MindPage property) CarliniWagnerL2Attack (class in mindarmour.adv_robustness.attacks) CaseFold (class in mindspore.dataset.text.transforms) Cast (class in mindspore.ops) cast_param() (mindspore.nn.Cell method) Categorical (class in mindspore.nn.probability.distribution) category_field (mindspore.mindrecord.MindPage property) cav() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) ccv() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) cdf() (mindspore.nn.probability.distribution.Distribution method) Ceil (class in mindspore.ops) 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.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) CentralCrop (class in mindspore.nn) check_elim() (mindspore.ops.Primitive method) CheckBprop (class in mindspore.ops) CheckpointConfig (class in mindspore.train.callback) CheckValid (class in mindspore.ops) 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.adv_robustness.detectors.SimilarityDetector method) clip_by_value() (in module mindspore.ops) ClipByNorm (class in mindspore.nn) ClipMechanismsFactory (class in mindarmour.privacy.diff_privacy) clone() (mindspore.Parameter method) (mindspore.ParameterTuple method) close() (mindspore.mindrecord.FileReader method) (mindspore.train.summary.SummaryRecord method) CLUEDataset (class in mindspore.dataset) CocoDataset (class in mindspore.dataset) commit() (mindspore.mindrecord.FileWriter method) compile() (mindspore.nn.Cell method) compile_and_run() (mindspore.nn.Cell method) Compose (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.dataset.transforms.py_transforms) compute_cost() (mindspore.ops.TBERegOp method) Concat (class in mindspore.ops) 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) ConditionalVAE (class in mindspore.nn.probability.dpn) connect_network_with_dataset() (in module mindspore.train.dataset_helper) Constant (class in mindspore.common.initializer) constexpr() (in module mindspore.ops) construct() (mindarmour.privacy.diff_privacy.AdaClippingWithGaussianRandom method) (mindarmour.privacy.diff_privacy.NoiseGaussianRandom 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) (mindspore.nn.probability.bijector.Bijector method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.dpn.ConditionalVAE method)

continue_send() (mindspore.train.dataset_helper.DatasetHelper method) ControlDepend (class in mindspore.ops) Conv1d (class in mindspore.nn) Conv1dTranspose (class in mindspore.nn) Conv2d (class in mindspore.nn) Conv2D (class in mindspore.ops) Conv2DBackpropInput (class in mindspore.ops) Conv2dBnAct (class in mindspore.nn) Conv2dBnFoldQuant (class in mindspore.nn) Conv2dBnWithoutFoldQuant (class in mindspore.nn) Conv2dQuant (class in mindspore.nn) Conv2dTranspose (class in mindspore.nn) convert_quant_network() (in module mindspore.train.quant) ConvReparam (class in mindspore.nn.probability.bnn_layers) core() (in module mindspore.ops) Cos (class in mindspore.ops) cos() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) Cosh (class in mindspore.ops) cosine_decay_lr() (in module mindspore.nn.dynamic_lr) CosineDecayLR (class in mindspore.nn) CosineEmbeddingLoss (class in mindspore.nn) create() (mindarmour.privacy.diff_privacy.ClipMechanismsFactory static method) (mindarmour.privacy.diff_privacy.DPOptimizerClassFactory method) (mindarmour.privacy.diff_privacy.NoiseMechanismsFactory static method) (mindarmour.privacy.diff_privacy.PrivacyMonitorFactory static method) create_dict_iterator() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) create_group() (in module mindspore.communication) create_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) CropAndResize (class in mindspore.ops) cross_entropy() (mindspore.nn.probability.distribution.Distribution method) crr() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) csr() (mindarmour.adv_robustness.evaluations.DefenseEvaluate method) CSVDataset (class in mindspore.dataset) CsvToMR (class in mindspore.mindrecord) CTCGreedyDecoder (class in mindspore.ops) CTCLoss (class in mindspore.ops) CumProd (class in mindspore.ops) CumSum (class in mindspore.ops) 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

DataFormatDimMap (class in mindspore.ops) DatasetHelper (class in mindspore.train.dataset_helper) DataType (class in mindspore.ops) debug() (mindarmour.utils.LogUtil method) decay_weight() (mindspore.nn.Optimizer method) Decode (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) 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) Dense (class in mindspore.nn) DenseBnAct (class in mindspore.nn) DenseQuant (class in mindspore.nn) DenseReparam (class in mindspore.nn.probability.bnn_layers) Depend (class in mindspore.ops) DepthToSpace (class in mindspore.ops) DepthwiseConv2dNative (class in mindspore.ops) 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)

Diag (class in mindspore.ops) DiagPart (class in mindspore.ops) DistributedGradReducer (class in mindspore.nn) DistributedSampler (class in mindspore.dataset) Distribution (class in mindspore.nn.probability.distribution) Div (class in mindspore.ops) DivergenceBasedDetector (class in mindarmour.adv_robustness.detectors) DiverseInputIterativeMethod (class in mindarmour.adv_robustness.attacks) DivNoNan (class in mindspore.ops) DPModel (class in mindarmour) (class in mindarmour.privacy.diff_privacy) DPOptimizerClassFactory (class in mindarmour.privacy.diff_privacy) Dropout (class in mindspore.nn) (class in mindspore.ops) DropoutDoMask (class in mindspore.ops) DropoutGenMask (class in mindspore.ops) DType (class in mindspore.ops) dtype (mindspore.Tensor property) dtype_to_nptype() (in module mindspore) dtype_to_pytype() (in module mindspore) Duplicate (class in mindspore.dataset.transforms.c_transforms) dynamic_format() (mindspore.ops.TBERegOp method) DynamicLossScaleManager (class in mindspore.train.loss_scale_manager) DynamicLossScaleUpdateCell (class in mindspore.nn) DynamicRNN (class in mindspore.ops) DynamicShape (class in mindspore.ops)

E

EditDistance (class in mindspore.ops) ELBO (class in mindspore.nn.probability.infer) ELU (class in mindspore.nn) Elu (class in mindspore.ops) Embedding (class in mindspore.nn) EmbeddingLookup (class in mindspore.nn) (class in mindspore.ops) end() (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) EnsembleAdversarialDefense (class in mindarmour.adv_robustness.defenses) EnsembleDetector (class in mindarmour.adv_robustness.detectors) entropy() (mindspore.nn.probability.distribution.Distribution method) enumerate_support() (mindspore.nn.probability.distribution.Categorical method) epoch_begin() (mindspore.train.callback.Callback method) epoch_end() (mindspore.train.callback.Callback method) Eps (class in mindspore.ops) Equal (class in mindspore.ops) EqualCount (class in mindspore.ops) Equalize (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) Erf (class in mindspore.ops) Erfc (class in mindspore.ops) error() (mindarmour.utils.LogUtil method) ErrorBasedDetector (class in mindarmour.adv_robustness.detectors) eval() (mindarmour.MembershipInference method) (mindarmour.privacy.evaluation.MembershipInference 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) (mindspore.train.model.Model method)

eval_aleatoric_uncertainty() (mindspore.nn.probability.toolbox.UncertaintyEvaluation method) eval_epistemic_uncertainty() (mindspore.nn.probability.toolbox.UncertaintyEvaluation method) exec_checkpoint_graph() (mindspore.nn.Cell method) Exp (class in mindspore.nn.probability.bijector) (class in mindspore.ops) ExpandDims (class in mindspore.ops) Expm1 (class in mindspore.ops) Exponential (class in mindspore.nn.probability.distribution) exponential_decay_lr() (in module mindspore.nn.dynamic_lr) ExponentialDecayLR (class in mindspore.nn) export() (in module mindspore.train.quant) (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)

F

F1 (class in mindspore.nn) FakeQuantWithMinMax (class in mindspore.nn) 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) (class in mindspore.ops) 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.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.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 (class in mindspore.nn) (class in mindspore.ops) FloatStatus (class in mindspore.ops) Floor (class in mindspore.ops) FloorDiv (class in mindspore.ops) FloorMod (class in mindspore.ops) flush() (mindspore.train.summary.SummaryRecord method) forward() (mindspore.nn.probability.bijector.Bijector method) forward_log_jacobian() (mindspore.nn.probability.bijector.Bijector method) fpr() (mindarmour.adv_robustness.evaluations.BlackDefenseEvaluate method) from_dataset() (mindspore.dataset.text.utils.SentencePieceVocab class method) (mindspore.dataset.text.utils.Vocab class method) from_dict() (mindspore.dataset.text.utils.Vocab class method) from_file() (mindspore.dataset.text.utils.SentencePieceVocab class method) (mindspore.dataset.text.utils.Vocab class method) from_json() (mindspore.dataset.Schema method) from_list() (mindspore.dataset.text.utils.Vocab class method) from_numpy() (mindspore.Tensor static method) FTRL (class in mindspore.nn) FusedBatchNorm (class in mindspore.ops) FusedBatchNormEx (class in mindspore.ops) FusedSparseAdam (class in mindspore.ops) FusedSparseFtrl (class in mindspore.ops) FusedSparseLazyAdam (class in mindspore.ops) FusedSparseProximalAdagrad (class in mindspore.ops) Fuzzer (class in mindarmour) (class in mindarmour.fuzz_testing) fuzzing() (mindarmour.fuzz_testing.Fuzzer method) (mindarmour.Fuzzer method)

G

Gamma (class in mindspore.ops) gamma() (in module mindspore.ops) GatherNd (class in mindspore.ops) GatherV2 (class in mindspore.ops) GELU (class in mindspore.nn) Gelu (class in mindspore.ops) generate() (mindarmour.adv_robustness.attacks.BasicIterativeMethod method) (mindarmour.adv_robustness.attacks.CarliniWagnerL2Attack method) (mindarmour.adv_robustness.attacks.DeepFool method) (mindarmour.adv_robustness.attacks.GeneticAttack method) (mindarmour.adv_robustness.attacks.HopSkipJumpAttack method) (mindarmour.adv_robustness.attacks.IterativeGradientMethod method) (mindarmour.adv_robustness.attacks.JSMAAttack method) (mindarmour.adv_robustness.attacks.LBFGS method) (mindarmour.adv_robustness.attacks.MomentumIterativeMethod method) (mindarmour.adv_robustness.attacks.NES method) (mindarmour.adv_robustness.attacks.PointWiseAttack method) (mindarmour.adv_robustness.attacks.ProjectedGradientDescent method) (mindarmour.adv_robustness.attacks.PSOAttack method) (mindarmour.adv_robustness.attacks.SaltAndPepperNoiseAttack method) (mindarmour.Attack method) generate_sample() (mindspore.nn.probability.dpn.ConditionalVAE method) (mindspore.nn.probability.dpn.VAE method) generate_scope() (mindspore.nn.Cell method) GeneratorDataset (class in mindspore.dataset) GeneticAttack (class in mindarmour.adv_robustness.attacks) Geometric (class in mindspore.nn.probability.distribution) GeSwitch (class in mindspore.ops) get_activation() (in module mindspore.nn) 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.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_category_fields() (mindspore.mindrecord.MindPage method) get_checkpoint_policy() (mindspore.train.callback.CheckpointConfig method) get_class_indexing() (mindspore.dataset.CocoDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.VOCDataset method) get_col_names() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) get_context() (in module mindspore.context) get_dataset_size() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.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.train.loss_scale_manager.DynamicLossScaleManager method) (mindspore.train.loss_scale_manager.FixedLossScaleManager method) get_edge_feature() (mindspore.dataset.GraphData 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.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.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() (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_parameters() (mindspore.nn.Cell method) get_prefetch_size() (in module mindspore.dataset.config) get_ps_context() (in module mindspore.context) get_py_obj_dtype() (in module mindspore) get_rank() (in module mindspore.communication) get_repeat_count() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) get_sampled_neighbors() (mindspore.dataset.GraphData method) get_scope() (mindspore.nn.Cell method) get_seed() (in module mindspore) (in module mindspore.dataset.config) get_snac() (mindarmour.fuzz_testing.ModelCoverageMetrics method) get_stop_requested() (mindspore.train.callback.RunContext method) get_train_loss() (mindspore.nn.probability.infer.SVI method) get_update_cell() (mindspore.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) GetNextSingleOp (class in mindspore.nn) GlobalBatchNorm (class in mindspore.nn) GlobalComm (class in mindspore.communication) GradOperation (class in mindspore.ops) 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.vision.py_transforms) Greater (class in mindspore.ops) GreaterEqual (class in mindspore.ops) GroupNorm (class in mindspore.nn)

H

HeNormal (class in mindspore.common.initializer) HeUniform (class in mindspore.common.initializer) high (mindspore.nn.probability.distribution.Uniform property) HistogramFixedWidth (class in mindspore.ops) HistogramSummary (class in mindspore.ops) HookBackward (class in mindspore.ops) HopSkipJumpAttack (class in mindarmour.adv_robustness.attacks) HSigmoid (class in mindspore.nn) (class in mindspore.ops)

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

I

IFMR (class in mindspore.ops) ImageFolderDataset (class in mindspore.dataset) ImageGradients (class in mindspore.nn) ImageNetToMR (class in mindspore.mindrecord) ImageSummary (class in mindspore.ops) 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) init_data() (mindspore.Parameter method) init_parameters_data() (mindspore.nn.Cell 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) InplaceAdd (class in mindspore.ops) InplaceSub (class in mindspore.ops) InplaceUpdate (class in mindspore.ops) input() (mindspore.ops.AiCPURegOp 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) integrated_save (mindspore.train.callback.CheckpointConfig property) InTopK (class in mindspore.ops) Inv (class in mindspore.ops) inverse() (mindspore.nn.probability.bijector.Bijector method) inverse_decay_lr() (in module mindspore.nn.dynamic_lr) inverse_log_jacobian() (mindspore.nn.probability.bijector.Bijector method) InverseDecayLR (class in mindspore.nn) Invert (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) (class in mindspore.ops) InvertPermutation (class in mindspore.ops) IOU (class in mindspore.ops) is_adversarial() (mindarmour.BlackModel method) is_init (mindspore.Parameter property) IsFinite (class in mindspore.ops) IsInf (class in mindspore.ops) IsInstance (class in mindspore.ops) IsNan (class in mindspore.ops) IsSubClass (class in mindspore.ops) issubclass_() (in module mindspore) IterativeGradientMethod (class in mindarmour.adv_robustness.attacks)

J

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

JSMAAttack (class in mindarmour.adv_robustness.attacks)

K

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

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

L

L1Loss (class in mindspore.nn) L2Loss (class in mindspore.ops) L2Normalize (class in mindspore.ops) Lamb (class in mindspore.nn) laplace() (in module mindspore.ops) LARS (class in mindspore.nn) LARSUpdate (class in mindspore.ops) latest_ckpt_file_name (mindspore.train.callback.ModelCheckpoint property) LayerNorm (class in mindspore.nn) (class in mindspore.ops) LazyAdam (class in mindspore.nn) LBFGS (class in mindarmour.adv_robustness.attacks) LeakyReLU (class in mindspore.nn) LeakyReLUQuant (class in mindspore.nn) LeastLikelyClassMethod (class in mindarmour.adv_robustness.attacks) Less (class in mindspore.ops) LessEqual (class in mindspore.ops) LGamma (class in mindspore.nn) LinearTransformation (class in mindspore.dataset.vision.py_transforms) LinSpace (class in mindspore.nn) load() (in module mindspore.dataset.config) (in module mindspore_hub) 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) Log1p (class in mindspore.ops) log_cdf() (mindspore.nn.probability.distribution.Distribution method) log_dir (mindspore.train.summary.SummaryRecord property) log_prob() (mindspore.nn.probability.distribution.Distribution method) log_survival() (mindspore.nn.probability.distribution.Distribution method) LogicalAnd (class in mindspore.ops) LogicalNot (class in mindspore.ops) LogicalOr (class in mindspore.ops) logits (mindspore.nn.probability.distribution.Categorical property) LogSigmoid (class in mindspore.nn) LogSoftmax (class in mindspore.nn) (class in mindspore.ops) LogUtil (class in mindarmour.utils) Lookup (class in mindspore.dataset.text.transforms) Loss (class in mindspore.nn) LossMonitor (class in mindspore.train.callback) LossScaleManager (class in mindspore.train.loss_scale_manager) low (mindspore.nn.probability.distribution.Uniform property) LRN (class in mindspore.ops) LSTM (class in mindspore.nn) (class in mindspore.ops) LSTMCell (class in mindspore.nn)

M

MAE (class in mindspore.nn) MakeRefKey (class in mindspore.ops) 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) MatMul (class in mindspore.nn) (class in mindspore.ops) MatrixDiag (class in mindspore.nn) MatrixDiagPart (class in mindspore.nn) MatrixSetDiag (class in mindspore.nn) max_epoch_suggest() (mindarmour.privacy.diff_privacy.RDPMonitor method) (mindarmour.privacy.diff_privacy.ZCDPMonitor method) Maximum (class in mindspore.ops) MaxPool (class in mindspore.ops) MaxPool2d (class in mindspore.nn) MaxPoolWithArgmax (class in mindspore.ops) mean() (mindspore.nn.probability.distribution.Distribution method) MembershipInference (class in mindarmour) (class in mindarmour.privacy.evaluation) Merge (class in mindspore.ops) merge_sliced_parameter() (in module mindspore.train.serialization) Metric (class in mindspore.nn) mindarmour module mindarmour.adv_robustness.attacks module mindarmour.adv_robustness.defenses module mindarmour.adv_robustness.detectors module mindarmour.adv_robustness.evaluations module mindarmour.fuzz_testing module mindarmour.privacy.diff_privacy module mindarmour.privacy.evaluation module mindarmour.utils module MindDataset (class in mindspore.dataset) MindPage (class in mindspore.mindrecord) mindspore module mindspore.common.initializer module mindspore.communication module mindspore.context module mindspore.dataset module mindspore.dataset.config 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.vision.c_transforms module mindspore.dataset.vision.py_transforms module mindspore.dtype (built-in class) mindspore.mindrecord module mindspore.nn module mindspore.nn.dynamic_lr module mindspore.nn.probability.bijector module mindspore.nn.probability.bnn_layers module mindspore.nn.probability.distribution module mindspore.nn.probability.dpn module

mindspore.nn.probability.infer module mindspore.nn.probability.toolbox module mindspore.nn.probability.transforms module mindspore.ops module mindspore.profiler module mindspore.train.amp module mindspore.train.callback module mindspore.train.dataset_helper module mindspore.train.loss_scale_manager module mindspore.train.model module mindspore.train.quant module mindspore.train.serialization module mindspore.train.summary module mindspore_hub module Minimum (class in mindspore.ops) MirrorPad (class in mindspore.ops) 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 (class in mindspore.ops) mode() (mindspore.nn.probability.distribution.Distribution method) Model (class in mindspore.train.model) ModelCheckpoint (class in mindspore.train.callback) ModelCoverageMetrics (class in mindarmour.fuzz_testing) module mindarmour mindarmour.adv_robustness.attacks mindarmour.adv_robustness.defenses mindarmour.adv_robustness.detectors mindarmour.adv_robustness.evaluations mindarmour.fuzz_testing mindarmour.privacy.diff_privacy mindarmour.privacy.evaluation mindarmour.utils mindspore mindspore.common.initializer mindspore.communication mindspore.context mindspore.dataset mindspore.dataset.config mindspore.dataset.text.transforms mindspore.dataset.text.utils mindspore.dataset.transforms.c_transforms mindspore.dataset.transforms.py_transforms mindspore.dataset.vision.c_transforms mindspore.dataset.vision.py_transforms mindspore.mindrecord mindspore.nn mindspore.nn.dynamic_lr mindspore.nn.probability.bijector mindspore.nn.probability.bnn_layers mindspore.nn.probability.distribution mindspore.nn.probability.dpn mindspore.nn.probability.infer mindspore.nn.probability.toolbox mindspore.nn.probability.transforms mindspore.ops mindspore.profiler mindspore.train.amp mindspore.train.callback mindspore.train.dataset_helper mindspore.train.loss_scale_manager mindspore.train.model mindspore.train.quant mindspore.train.serialization mindspore.train.summary mindspore_hub Momentum (class in mindspore.nn) MomentumDiverseInputIterativeMethod (class in mindarmour.adv_robustness.attacks) MomentumIterativeMethod (class in mindarmour.adv_robustness.attacks) ms_function() (in module mindspore) MSE (class in mindspore.nn) MSELoss (class in mindspore.nn) MSSSIM (class in mindspore.nn) Mul (class in mindspore.ops) MulQuant (class in mindspore.nn) Multinomial (class in mindspore.ops) multinomial() (in module mindspore.ops) MultitypeFuncGraph (class in mindspore.ops)

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.adv_robustness.defenses) NaturalExpDecayLR (class in mindspore.nn) Neg (class in mindspore.ops) NES (class in mindarmour.adv_robustness.attacks) Ngram (class in mindspore.dataset.text.transforms) NMSWithMask (class in mindspore.ops) NoiseAdaGaussianRandom (class in mindarmour.privacy.diff_privacy) NoiseGaussianRandom (class in mindarmour.privacy.diff_privacy) NoiseMechanismsFactory (class in mindarmour.privacy.diff_privacy) Norm (class in mindspore.nn) Normal (class in mindspore.common.initializer) (class in mindspore.nn.probability.distribution) normal() (in module mindspore.ops) Normalize (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) NormalizeUTF8 (class in mindspore.dataset.text.transforms) NormalPosterior (class in mindspore.nn.probability.bnn_layers) NormalPrior (class in mindspore.nn.probability.bnn_layers)

NotEqual (class in mindspore.ops) NPUAllocFloatStatus (class in mindspore.ops) NPUClearFloatStatus (class in mindspore.ops) NPUGetFloatStatus (class in mindspore.ops) 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

One (class in mindspore.common.initializer) OneHot (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.nn) (class in mindspore.ops) OneHotOp (class in mindspore.dataset.transforms.py_transforms) OnesLike (class in mindspore.ops) 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.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

Pack (class in mindspore.ops) Pad (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) (class in mindspore.nn) (class in mindspore.ops) PaddedDataset (class in mindspore.dataset) Padding (class in mindspore.ops) PadEnd (class in mindspore.dataset.transforms.c_transforms) ParallelConcat (class in mindspore.ops) ParallelMode (class in mindspore.context) 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) partial_flag() (mindspore.ops.TBERegOp method) piecewise_constant_lr() (in module mindspore.nn.dynamic_lr) PKSampler (class in mindspore.dataset) PointWiseAttack (class in mindarmour.adv_robustness.attacks) Poisson (class in mindspore.ops) poisson() (in module mindspore.ops) polynomial_decay_lr() (in module mindspore.nn.dynamic_lr) PolynomialDecayLR (class in mindspore.nn) PopulationCount (class in mindspore.ops) Pow (class in mindspore.ops) PowerTransform (class in mindspore.nn.probability.bijector) Precision (class in mindspore.nn) predict() (mindarmour.BlackModel method) (mindspore.train.model.Model method) PReLU (class in mindspore.nn) (class in mindspore.ops) prim_attr_register() (in module mindspore.ops)

Primitive (class in mindspore.ops) PrimitiveWithInfer (class in mindspore.ops) Print (class in mindspore.ops) PrivacyMonitorFactory (class in mindarmour.privacy.diff_privacy) prob() (mindspore.nn.probability.distribution.Distribution method) probs (mindspore.nn.probability.distribution.Bernoulli property) (mindspore.nn.probability.distribution.Categorical property) (mindspore.nn.probability.distribution.Geometric property) profile() (mindspore.profiler.Profiler static method) ProfileOption (class in mindspore.profiler) Profiler (class in mindspore.profiler) project() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) ProjectedAdversarialDefense (class in mindarmour.adv_robustness.defenses) ProjectedGradientDescent (class in mindarmour.adv_robustness.attacks) ProximalAdagrad (class in mindspore.nn) PSNR (class in mindspore.nn) PSOAttack (class in mindarmour.adv_robustness.attacks) Pull (class in mindspore.ops) Push (class in mindspore.ops) PythonTokenizer (class in mindspore.dataset.text.transforms) 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_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) RandomCategorical (class in mindspore.ops) RandomChoice (class in mindspore.dataset.transforms.c_transforms) (class in mindspore.dataset.transforms.py_transforms) RandomChoiceWithMask (class in mindspore.ops) 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) Range (class in mindspore.nn) Rank (class in mindspore.ops) rate (mindspore.nn.probability.distribution.Exponential property) RDPMonitor (class in mindarmour.privacy.diff_privacy) read_at_page_by_id() (mindspore.mindrecord.MindPage method) read_at_page_by_name() (mindspore.mindrecord.MindPage method) read_category_info() (mindspore.mindrecord.MindPage method) RealDiv (class in mindspore.ops) Recall (class in mindspore.nn) Reciprocal (class in mindspore.ops) reconstruct_sample() (mindspore.nn.probability.dpn.ConditionalVAE method) (mindspore.nn.probability.dpn.VAE method) record() (mindspore.train.summary.SummaryRecord method) ReduceAll (class in mindspore.ops) ReduceAny (class in mindspore.ops) ReduceLogSumExp (class in mindspore.nn) ReduceMax (class in mindspore.ops) ReduceMean (class in mindspore.ops) ReduceMin (class in mindspore.ops) ReduceOp (class in mindspore.ops) ReduceProd (class in mindspore.ops) ReduceScatter (class in mindspore.ops) ReduceSum (class in mindspore.ops) RegexReplace (class in mindspore.dataset.text.transforms) RegexTokenizer (class in mindspore.dataset.text.transforms) RegionBasedDetector (class in mindarmour.adv_robustness.detectors) register() (mindspore.ops.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) ReLU6 (class in mindspore.nn) (class in mindspore.ops)

ReLUV2 (class in mindspore.ops) rename() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) repeat() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) request_stop() (mindspore.train.callback.RunContext method) requires_grad (mindspore.Parameter property) Rescale (class in mindspore.dataset.vision.c_transforms) reset() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) reset_auto_parallel_context() (in module mindspore.context) reset_ps_context() (in module mindspore.context) Reshape (class in mindspore.ops) reshape_type() (mindspore.ops.TBERegOp method) Resize (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) ResizeBilinear (class in mindspore.ops) ResizeNearestNeighbor (class in mindspore.ops) ResizeWithBBox (class in mindspore.dataset.vision.c_transforms) ReverseSequence (class in mindspore.ops) ReverseV2 (class in mindspore.ops) RgbToHsv (class in mindspore.dataset.vision.py_transforms) Rint (class in mindspore.ops) RMSProp (class in mindspore.nn) RNNTLoss (class in mindspore.ops) ROIAlign (class in mindspore.ops) Round (class in mindspore.ops) RowTensor (class in mindspore) Rsqrt (class in mindspore.ops) run() (mindspore.mindrecord.Cifar100ToMR method) (mindspore.mindrecord.Cifar10ToMR method) (mindspore.mindrecord.CsvToMR method) (mindspore.mindrecord.ImageNetToMR method) (mindspore.mindrecord.MnistToMR method) (mindspore.mindrecord.TFRecordToMR method) (mindspore.nn.probability.infer.SVI method) RunContext (class in mindspore.train.callback)

S

SaltAndPepperNoiseAttack (class in mindarmour.adv_robustness.attacks) SameTypeShape (class in mindspore.ops) sample() (mindspore.nn.probability.distribution.Distribution method) save() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) save_checkpoint() (in module mindspore.train.serialization) save_checkpoint_seconds (mindspore.train.callback.CheckpointConfig property) save_checkpoint_steps (mindspore.train.callback.CheckpointConfig property) save_model() (mindspore.dataset.text.utils.SentencePieceVocab class method) ScalarAffine (class in mindspore.nn.probability.bijector) ScalarCast (class in mindspore.ops) ScalarSummary (class in mindspore.ops) ScalarToArray (class in mindspore.ops) ScalarToTensor (class in mindspore.ops) scale_grad() (mindspore.nn.Optimizer method) ScatterAdd (class in mindspore.ops) ScatterDiv (class in mindspore.ops) ScatterMax (class in mindspore.ops) ScatterMin (class in mindspore.ops) ScatterMul (class in mindspore.ops) ScatterNd (class in mindspore.ops) ScatterNdAdd (class in mindspore.ops) ScatterNdSub (class in mindspore.ops) ScatterNdUpdate (class in mindspore.ops) ScatterNonAliasingAdd (class in mindspore.ops) ScatterSub (class in mindspore.ops) ScatterUpdate (class in mindspore.ops) Schema (class in mindspore.dataset) sd() (mindspore.nn.probability.distribution.Distribution method) Select (class in mindspore.ops) SentencePieceTokenizer (class in mindspore.dataset.text.transforms) SentencePieceVocab (class in mindspore.dataset.text.utils) SequentialCell (class in mindspore.nn) SequentialSampler (class in mindspore.dataset) 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_data() (mindspore.Parameter method) set_grad() (mindspore.nn.Cell method) set_header_size() (mindspore.mindrecord.FileWriter method) set_level() (mindarmour.utils.LogUtil method) set_mechanisms() (mindarmour.privacy.diff_privacy.DPOptimizerClassFactory method) set_mode() (mindspore.train.summary.SummaryRecord method) set_monitor_sampling_interval() (in module mindspore.dataset.config) set_num_parallel_workers() (in module mindspore.dataset.config) set_page_size() (mindspore.mindrecord.FileWriter method) set_parallel_input_with_inputs() (mindspore.nn.Cell method) set_param_ps() (mindspore.nn.Cell 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_sense_scale() (mindspore.nn.TrainOneStepWithLossScaleCell 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_train() (mindspore.nn.Cell method) SGD (class in mindspore.nn) (class in mindspore.ops) Shape (class in mindspore.ops) 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) Sigmoid (class in mindspore.nn) (class in mindspore.ops) SigmoidCrossEntropyWithLogits (class in mindspore.ops) Sign (class in mindspore.ops) SimilarityDetector (class in mindarmour.adv_robustness.detectors) Sin (class in mindspore.ops) Sinh (class in mindspore.ops) sink_size() (mindspore.train.dataset_helper.DatasetHelper method) Size (class in mindspore.ops) 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) (class in mindspore.ops) sliced (mindspore.Parameter property) SlidingWindow (class in mindspore.dataset.text.transforms) SmoothL1Loss (class in mindspore.nn) (class in mindspore.ops) SoftDvppDecodeRandomCropResizeJpeg (class in mindspore.dataset.vision.c_transforms) SoftDvppDecodeResizeJpeg (class in mindspore.dataset.vision.c_transforms) Softmax (class in mindspore.nn) (class in mindspore.ops) SoftmaxCrossEntropyWithLogits (class in mindspore.nn) (class in mindspore.ops) Softplus (class in mindspore.nn.probability.bijector) (class in mindspore.ops) Softsign (class in mindspore.ops) Sort (class in mindspore.ops) SpaceToBatch (class in mindspore.ops) SpaceToBatchND (class in mindspore.ops) SpaceToDepth (class in mindspore.ops) SparseApplyAdagrad (class in mindspore.ops) SparseApplyAdagradV2 (class in mindspore.ops) SparseApplyFtrl (class in mindspore.ops) SparseApplyFtrlV2 (class in mindspore.ops) SparseApplyProximalAdagrad (class in mindspore.ops) SparseGatherV2 (class in mindspore.ops) SparseSoftmaxCrossEntropyWithLogits (class in mindspore.ops) SparseTensor (class in mindspore) SparseToDense (class in mindspore.nn) (class in mindspore.ops) SpatialSmoothing (class in mindarmour.adv_robustness.detectors) Split (class in mindspore.ops) 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) Sqrt (class in mindspore.ops) Square (class in mindspore.ops) SquaredDifference (class in mindspore.ops) SquareSumAll (class in mindspore.ops) Squeeze (class in mindspore.ops) SSIM (class in mindspore.nn) StandardLaplace (class in mindspore.ops) StandardNormal (class in mindspore.ops) std_trans() (mindspore.nn.probability.bnn_layers.NormalPosterior method) step_begin() (mindspore.train.callback.Callback method) step_end() (mindarmour.privacy.diff_privacy.RDPMonitor method) (mindarmour.privacy.diff_privacy.ZCDPMonitor method) (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) stop_send() (mindspore.train.dataset_helper.DatasetHelper method) StridedSlice (class in mindspore.ops) Sub (class in mindspore.ops) SubsetRandomSampler (class in mindspore.dataset) SummaryCollector (class in mindspore.train.callback) SummaryRecord (class in mindspore.train.summary) survival_function() (mindspore.nn.probability.distribution.Distribution method) SVI (class in mindspore.nn.probability.infer) sync_update() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) sync_wait() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

T

take() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.CLUEDataset method) (mindspore.dataset.CocoDataset method) (mindspore.dataset.CSVDataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.TextFileDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) Tan (class in mindspore.ops) Tanh (class in mindspore.nn) (class in mindspore.ops) TBERegOp (class in mindspore.ops) TenCrop (class in mindspore.dataset.vision.py_transforms) Tensor (class in mindspore) TensorAdd (class in mindspore.ops) TensorAddQuant (class in mindspore.nn) TensorScatterUpdate (class in mindspore.ops) TensorSummary (class in mindspore.ops) 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) 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.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_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.vision.py_transforms) TopK (class in mindspore.ops) 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.train.model.Model method) trainable_params() (mindspore.nn.Cell method) TrainOneStepCell (class in mindspore.nn) TrainOneStepWithLossScaleCell (class in mindspore.nn) transform() (mindarmour.adv_robustness.detectors.EnsembleDetector method) (mindarmour.adv_robustness.detectors.ErrorBasedDetector method) (mindarmour.adv_robustness.detectors.RegionBasedDetector method) (mindarmour.adv_robustness.detectors.SimilarityDetector method) (mindarmour.Detector method) transform_to_bnn_layer() (mindspore.nn.probability.transforms.TransformToBNN method) transform_to_bnn_model() (mindspore.nn.probability.transforms.TransformToBNN method) TransformedDistribution (class in mindspore.nn.probability.distribution) TransformToBNN (class in mindspore.nn.probability.transforms) Transpose (class in mindspore.ops) TruncateDiv (class in mindspore.ops) TruncatedNormal (class in mindspore.common.initializer) (class in mindspore.ops) TruncateMod (class in mindspore.ops) TruncateSequencePair (class in mindspore.dataset.text.transforms) TupleToArray (class in mindspore.ops) TypeCast (class in mindspore.dataset.transforms.c_transforms) types_shapes() (mindspore.train.dataset_helper.DatasetHelper method)

U

UncertaintyEvaluation (class in mindspore.nn.probability.toolbox) 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) (class in mindspore.nn.probability.distribution) uniform() (in module mindspore.ops) UniformAugment (class in mindspore.dataset.vision.c_transforms) (class in mindspore.dataset.vision.py_transforms) UniformInt (class in mindspore.ops) UniformReal (class in mindspore.ops) Unique (class in mindspore.ops) Unpack (class in mindspore.ops) UnsortedSegmentMin (class in mindspore.ops) UnsortedSegmentProd (class in mindspore.ops) UnsortedSegmentSum (class in mindspore.ops) 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_parameter (mindspore.ops.Primitive property) 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.ImageFolderDataset method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.NumpySlicesDataset method) (mindspore.dataset.PaddedDataset method) (mindspore.dataset.VOCDataset method)

V

VAE (class in mindspore.nn.probability.dpn) var() (mindspore.nn.probability.distribution.Distribution method) virtual_flag (mindspore.Tensor property)

VirtualDatasetCellTriple (class in mindspore.nn) Vocab (class in mindspore.dataset.text.utils) VOCDataset (class in mindspore.dataset)

W

warmup_lr() (in module mindspore.nn.dynamic_lr) WarmUpLR (class in mindspore.nn) warn() (mindarmour.utils.LogUtil method) WeightedRandomSampler (class in mindspore.dataset) WhitespaceTokenizer (class in mindspore.dataset.text.transforms)

WithBNNLossCell (class in mindspore.nn.probability.bnn_layers) 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)

Xdivy (class in mindspore.ops) Xlogy (class in mindspore.ops)

Z

ZCDPMonitor (class in mindarmour.privacy.diff_privacy) Zero (class in mindspore.common.initializer) ZerosLike (class in mindspore.ops) 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)