Index

A

Abs (class in mindspore.ops.operations) Accuracy (class in mindspore.nn) ACos (class in mindspore.ops.operations) 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_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) AddN (class in mindspore.ops.operations) AdversarialDefense (class in mindarmour.defenses) AdversarialDefenseWithAttacks (class in mindarmour.defenses) AllGather (class in mindspore.ops.operations) AllReduce (class in mindspore.ops.operations)

append() (mindspore.nn.CellList method) ApplyMomentum (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) Assign (class in mindspore.ops.operations) AssignAdd (class in mindspore.ops.operations) AssignSub (class in mindspore.ops.operations) asv() (mindarmour.evaluations.BlackDefenseEvaluate method) Attack (class in mindarmour) AttackEvaluate (class in mindarmour.evaluations) 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) AvgPool2d (class in mindspore.nn)

B

backbone_network (mindspore.nn.WithLossCell property) BasicIterativeMethod (class in mindarmour.attacks) batch() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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) begin() (mindinsight.lineagemgr.TrainLineage method) (mindspore.train.callback.Callback method) BiasAdd (class in mindspore.ops.operations) BinaryCrossEntropy (class in mindspore.ops.operations) BlackDefenseEvaluate (class in mindarmour.evaluations) BlackModel (class in mindarmour) BoundingBoxDecode (class in mindspore.ops.operations) BoundingBoxEncode (class in mindspore.ops.operations) Broadcast (class in mindspore.ops.operations) 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) Cast (class in mindspore.ops.operations) category_field (mindspore.mindrecord.MindPage property) cav() (mindarmour.evaluations.DefenseEvaluate method) ccv() (mindarmour.evaluations.DefenseEvaluate method) 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) 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.EvaluationBase 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) commit() (mindspore.mindrecord.FileWriter method) compile_and_run() (mindspore.nn.Cell method) ComposeOp (class in mindspore.dataset.transforms.vision.py_transforms) Concat (class in mindspore.ops.operations) ConcatOffset (class in mindspore.ops.operations)

config (in module mindspore.dataset) ConfigurationManager (class in mindspore.dataset.core.configuration) constexpr() (in module mindspore.ops) construct() (mindarmour.utils.GradWrap method) (mindarmour.utils.GradWrapWithLoss method) (mindspore.nn.Cell method) ControlDepend (class in mindspore.ops.operations) Conv2d (class in mindspore.nn) Conv2D (class in mindspore.ops.operations) Conv2DBackpropInput (class in mindspore.ops.operations) Conv2dTranspose (class in mindspore.nn) core() (in module mindspore.ops.composite) Cos (class in mindspore.ops.operations) cos() (mindarmour.evaluations.DefenseEvaluate method) create_dict_iterator() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) crr() (mindarmour.evaluations.DefenseEvaluate method) csr() (mindarmour.evaluations.DefenseEvaluate method) 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

DatasetHelper (class in mindspore) DataWrapper (class in mindspore.nn) debug() (mindarmour.utils.LogUtil 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) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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) Dropout (class in mindspore.nn) DropoutDoMask (class in mindspore.ops.operations) DropoutGenMask (class in mindspore.ops.operations) DType (class in mindspore.ops.operations) dtype_to_nptype() (in module mindspore) dtype_to_pytype() (in module mindspore) DynamicLossScaleManager (class in mindspore.train.loss_scale_manager) DynamicLossScaleUpdateCell (class in mindspore.nn)

E

Embedding (class in mindspore.nn) end() (mindinsight.lineagemgr.EvalLineage method) (mindinsight.lineagemgr.TrainLineage method) (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) EnsembleAdversarialDefense (in module mindarmour.defenses) EnsembleDetector (class in mindarmour.detectors) epoch_begin() (mindspore.train.callback.Callback method) epoch_end() (mindspore.train.callback.Callback method) Equal (class in mindspore.ops.operations) EqualCount (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.EvaluationBase 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)

EvalLineage (class in mindinsight.lineagemgr) EvaluationBase (class in mindspore.nn) exec_checkpoint_graph() (mindspore.nn.Cell method) Exp (class in mindspore.ops.operations) ExpandDims (class in mindspore.ops.operations) export() (in module mindspore.train.serialization) extend() (mindspore.nn.CellList method) extend_repr() (mindspore.nn.Cell method) (mindspore.nn.LayerNorm method) Eye (class in mindspore.ops.operations)

F

F1 (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.ops.operations) 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) Flatten (class in mindspore.nn) (class in mindspore.ops.operations) Floor (class in mindspore.ops.operations) FloorDiv (class in mindspore.ops.operations) flush() (mindspore.train.summary.SummaryRecord method) fpr() (mindarmour.evaluations.BlackDefenseEvaluate method) from_json() (mindspore.dataset.Schema method) FusedBatchNorm (class in mindspore.ops.operations)

G

GatherNd (class in mindspore.ops.operations) GatherV2 (class in mindspore.ops.operations) 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_auto_parallel_context() (in module mindspore.context) get_batch_size() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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() (in module mindspore.communication) 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_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_metric_fn() (in module mindspore.nn) get_next() (mindspore.mindrecord.FileReader method) get_num_parallel_workers() (mindspore.dataset.core.configuration.ConfigurationManager 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) get_scope() (mindspore.nn.Cell method) get_seed() (mindspore.dataset.core.configuration.ConfigurationManager 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) GlobalComm (class in mindspore.communication) GradOperation (class in mindspore.ops.composite) GradWrap (class in mindarmour.utils) GradWrapWithLoss (class in mindarmour.utils) Grayscale (class in mindspore.dataset.transforms.vision.py_transforms) Greater (class in mindspore.ops.operations) GreaterEqual (class in mindspore.ops.operations)

H

HeUniform (class in mindspore.common.initializer) HopSkipJumpAttack (class in mindarmour.attacks) HsvToRgb (class in mindspore.dataset.transforms.vision.py_transforms)

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) 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) init_prim_io_names() (mindspore.ops.Primitive method) Initializer (class in mindspore.common.initializer) initializer() (in module mindspore.common.initializer)

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) InvertPermutation (class in mindspore.ops.operations) IOU (class in mindspore.ops.operations) is_adversarial() (mindarmour.BlackModel method) is_init (mindspore.Parameter property) IsInstance (class in mindspore.ops.operations) IsSubClass (class in mindspore.ops.operations) issubclass_() (in module mindspore) IterativeGradientMethod (class in mindarmour.attacks)

J

JSMAAttack (class in mindarmour.attacks)

K

keep_checkpoint_max (mindspore.train.callback.CheckpointConfig property)

keep_checkpoint_per_n_minutes (mindspore.train.callback.CheckpointConfig property)

L

L1Loss (class in mindspore.nn) 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) 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) 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) 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) LogSoftmax (class in mindspore.nn) (class in mindspore.ops.operations) LogUtil (class in mindarmour.utils) 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)

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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) 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) Merge (class in mindspore.ops.operations) Metric (class in mindspore.nn) mindarmour module mindarmour.attacks module mindarmour.defenses module mindarmour.detectors module mindarmour.evaluations module mindarmour.utils module MindDataset (class in mindspore.dataset) mindinsight.lineagemgr module MindPage (class in mindspore.mindrecord) mindspore module mindspore.common.initializer module mindspore.communication module mindspore.context module mindspore.dataset 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.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.serialization module mindspore.train.summary module Minimum (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) ModelCheckpoint (class in mindspore.train.callback) module mindarmour mindarmour.attacks mindarmour.defenses mindarmour.detectors mindarmour.evaluations mindarmour.utils mindinsight.lineagemgr mindspore mindspore.common.initializer mindspore.communication mindspore.context mindspore.dataset 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.ops mindspore.ops.composite mindspore.ops.operations mindspore.parallel mindspore.train.amp mindspore.train.callback mindspore.train.loss_scale_manager mindspore.train.serialization mindspore.train.summary Momentum (class in mindspore.nn) 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) MultitypeFuncGraph (class in mindspore.ops.composite)

N

name (mindspore.Parameter property) name_cells() (mindspore.nn.Cell method) names() (in module mindspore.nn) NaturalAdversarialDefense (class in mindarmour.defenses) Neg (class in mindspore.ops.operations) NES (class in mindarmour.attacks) NMSWithMask (class in mindspore.ops.operations) Norm (class in mindspore.nn) Normal (class in mindspore.common.initializer) Normalize (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

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) open_for_append() (mindspore.mindrecord.FileWriter class method) Optimizer (class in mindspore.nn) original_args() (mindspore.train.callback.RunContext method) output_shapes() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)

P

Pad (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) (class in mindspore.ops.operations) ParallelMode (class in mindspore) 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) PKSampler (class in mindspore.dataset) PointWiseAttack (class in mindarmour.attacks) 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) project() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) ProjectedAdversarialDefense (class in mindarmour.defenses) ProjectedGradientDescent (class in mindarmour.attacks) PSOAttack (class in mindarmour.attacks) pytype_to_dtype() (in module mindspore)

Q

qcv() (mindarmour.evaluations.BlackDefenseEvaluate method)

qrv() (mindarmour.evaluations.BlackDefenseEvaluate method)

R

RadarMetric (class in mindarmour.evaluations) 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) 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) 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) 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) RandomRotation (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) RandomSampler (class in mindspore.dataset) RandomVerticalFlip (class in mindspore.dataset.transforms.vision.c_transforms) (class in mindspore.dataset.transforms.vision.py_transforms) 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) 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) RegionBasedDetector (class in mindarmour.detectors) register() (mindspore.ops.composite.HyperMap method) (mindspore.ops.composite.MultitypeFuncGraph method) 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) rename() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) repeat() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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) 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) RgbToHsv (class in mindspore.dataset.transforms.vision.py_transforms) 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) ScatterNd (class in mindspore.ops.operations) ScatterNdUpdate (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_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_fusion_strategy_by_idx() (in module mindspore.parallel) set_fusion_strategy_by_size() (in module mindspore.parallel) set_header_size() (mindspore.mindrecord.FileWriter method) set_level() (mindarmour.utils.LogUtil method) set_num_parallel_workers() (mindspore.dataset.core.configuration.ConfigurationManager method) set_page_size() (mindspore.mindrecord.FileWriter 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset 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) Size (class in mindspore.ops.operations) Slice (class in mindspore.ops.operations) 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) SpaceToDepth (class in mindspore.ops.operations) SparseApplyAdagrad (class in mindspore.ops.operations) SparseSoftmaxCrossEntropyWithLogits (class in mindspore.ops.operations) SpatialSmoothing (class in mindarmour.detectors) Split (class in mindspore.ops.operations) Sqrt (class in mindspore.ops.operations) Square (class in mindspore.ops.operations) Squeeze (class in mindspore.ops.operations) step_begin() (mindspore.train.callback.Callback method) step_end() (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) (mindspore.train.callback.SummaryStep method) StorageDataset (class in mindspore.dataset) StridedSlice (class in mindspore.ops.operations) Sub (class in mindspore.ops.operations) SubsetRandomSampler (class in mindspore.dataset) SummaryRecord (class in mindspore.train.summary) SummaryStep (class in mindspore.train.callback)

T

Tanh (class in mindspore.nn) (class in mindspore.ops.operations) TenCrop (class in mindspore.dataset.transforms.vision.py_transforms) Tensor (class in mindspore) TensorAdd (class in mindspore.ops.operations) TensorSummary (class in mindspore.ops.operations) TFRecordDataset (class in mindspore.dataset) Tile (class in mindspore.ops.operations) to_device() (mindspore.dataset.CelebADataset method) (mindspore.dataset.Cifar100Dataset method) (mindspore.dataset.Cifar10Dataset method) (mindspore.dataset.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method) to_float() (mindspore.nn.Cell method) to_json() (mindspore.dataset.Schema method) 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) TrainLineage (class in mindinsight.lineagemgr) 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.ImageNetToMR method) (mindspore.mindrecord.MnistToMR method) Transpose (class in mindspore.ops.operations) TruncatedNormal (class in mindspore.common.initializer) (class in mindspore.ops.operations) TupleToArray (class in mindspore.ops.operations) TypeCast (class in mindspore.dataset.transforms.c_transforms) types_shapes() (mindspore.DatasetHelper method)

U

Uniform (class in mindspore.common.initializer) UnsortedSegmentSum (class in mindspore.ops.operations) untrainable_params() (mindspore.nn.Cell method) update() (mindspore.nn.Accuracy method) (mindspore.nn.EvaluationBase method) (mindspore.nn.Fbeta method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.TopKCategoricalAccuracy method)

update_loss_scale() (mindspore.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)

V

virtual_flag (mindspore.Tensor property)

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

W

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

WithGradCell (class in mindspore.nn) WithLossCell (class in mindspore.nn) 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.GeneratorDataset method) (mindspore.dataset.ImageFolderDatasetV2 method) (mindspore.dataset.ManifestDataset method) (mindspore.dataset.MindDataset method) (mindspore.dataset.MnistDataset method) (mindspore.dataset.StorageDataset method) (mindspore.dataset.TFRecordDataset method) (mindspore.dataset.VOCDataset method)