Index

A

Abs (class in mindspore.ops.operations) AccumulateNV2 (class in mindspore.ops.operations) Accuracy (class in mindspore.nn) ACos (class in mindspore.ops.operations) Acosh (class in mindspore.ops.operations) ActQuant (class in mindspore.nn) Adam (class in mindspore.nn) (class in mindspore.ops.operations) AdamWeightDecay (class in mindspore.nn) add_flags() (in module mindspore.ops.composite) add_handler() (mindarmour.utils.LogUtil method) add_index() (mindspore.mindrecord.FileWriter method) add_prim_attr() (mindspore.ops.Primitive method) add_schema() (mindspore.mindrecord.FileWriter method) add_value() (mindspore.train.summary.SummaryRecord method) AddN (class in mindspore.ops.operations) AdversarialDefense (class in mindarmour.defenses) AdversarialDefenseWithAttacks (class in mindarmour.defenses) AiCPURegOp (class in mindspore.ops) all() (mindspore.Tensor method) AllGather (class in mindspore.ops.operations) AllReduce (class in mindspore.ops.operations) analyse() (mindspore.profiler.Profiler method) any() (mindspore.Tensor method) append() (mindspore.nn.CellList method) ApplyAdadelta (class in mindspore.ops.operations) ApplyAdagrad (class in mindspore.ops.operations) ApplyAdagradV2 (class in mindspore.ops.operations) ApplyAdaMax (class in mindspore.ops.operations) ApplyAddSign (class in mindspore.ops.operations) ApplyCenteredRMSProp (class in mindspore.ops.operations) ApplyFtrl (class in mindspore.ops.operations) ApplyGradientDescent (class in mindspore.ops.operations)

ApplyMomentum (class in mindspore.ops.operations) ApplyPowerSign (class in mindspore.ops.operations) ApplyProximalAdagrad (class in mindspore.ops.operations) ApplyProximalGradientDescent (class in mindspore.ops.operations) ApplyRMSProp (class in mindspore.ops.operations) ApproximateEqual (class in mindspore.ops.operations) Argmax (class in mindspore.ops.operations) ArgMaxWithValue (class in mindspore.ops.operations) Argmin (class in mindspore.ops.operations) ArgMinWithValue (class in mindspore.ops.operations) Asin (class in mindspore.ops.operations) Asinh (class in mindspore.ops.operations) asnumpy() (mindspore.Tensor method) Assert (class in mindspore.ops.operations) Assign (class in mindspore.ops.operations) AssignAdd (class in mindspore.ops.operations) AssignSub (class in mindspore.ops.operations) asv() (mindarmour.evaluations.BlackDefenseEvaluate method) async_flag() (mindspore.ops.TBERegOp method) async_save (mindspore.train.callback.CheckpointConfig property) Atan (class in mindspore.ops.operations) Atan2 (class in mindspore.ops.operations) Atanh (class in mindspore.ops.operations) Attack (class in mindarmour) AttackEvaluate (class in mindarmour.evaluations) attr() (mindspore.ops.AiCPURegOp method) (mindspore.ops.TBERegOp method) avg_conf_adv_class() (mindarmour.evaluations.AttackEvaluate method) avg_conf_true_class() (mindarmour.evaluations.AttackEvaluate method) avg_lp_distance() (mindarmour.evaluations.AttackEvaluate method) avg_ssim() (mindarmour.evaluations.AttackEvaluate method) AvgPool (class in mindspore.ops.operations) AvgPool1d (class in mindspore.nn) AvgPool2d (class in mindspore.nn)

B

backbone_network (mindspore.nn.WithLossCell property) BasicIterativeMethod (class in mindarmour.attacks) BasicLSTMCell (class in mindspore.ops.operations) batch_defense() (mindarmour.Defense method) batch_generate() (mindarmour.Attack method) BatchMatMul (class in mindspore.ops.operations) BatchNorm (class in mindspore.ops.operations) BatchNorm1d (class in mindspore.nn) BatchNorm2d (class in mindspore.nn) BatchToSpace (class in mindspore.ops.operations) BatchToSpaceND (class in mindspore.ops.operations) begin() (mindspore.train.callback.Callback method) Bernoulli (class in mindspore.nn.probability.distribution) BesselI0e (class in mindspore.ops.operations) BesselI1e (class in mindspore.ops.operations) BiasAdd (class in mindspore.ops.operations) Bijector (class in mindspore.nn.probability.bijector)

BinaryCrossEntropy (class in mindspore.ops.operations) binfile_name() (mindspore.ops.TBERegOp method) BitwiseAnd (class in mindspore.ops.operations) BitwiseOr (class in mindspore.ops.operations) BitwiseXor (class in mindspore.ops.operations) BlackDefenseEvaluate (class in mindarmour.evaluations) BlackModel (class in mindarmour) BNTrainingReduce (class in mindspore.ops.operations) BNTrainingUpdate (class in mindspore.ops.operations) BoundingBoxDecode (class in mindspore.ops.operations) BoundingBoxEncode (class in mindspore.ops.operations) bprop_debug (mindspore.nn.Cell property) Broadcast (class in mindspore.ops.operations) broadcast_params() (mindspore.nn.Optimizer method) BroadcastTo (class in mindspore.ops.operations) build_searched_strategy() (in module mindspore.train.serialization) 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) cast_param() (mindspore.nn.Cell method) Categorical (class in mindspore.nn.probability.distribution) category_field (mindspore.mindrecord.MindPage property) cav() (mindarmour.evaluations.DefenseEvaluate method) ccv() (mindarmour.evaluations.DefenseEvaluate method) cdf() (mindspore.nn.probability.distribution.Distribution method) Ceil (class in mindspore.ops.operations) Cell (class in mindspore.nn) CellList (class in mindspore.nn) cells() (mindspore.nn.Cell method) cells_and_names() (mindspore.nn.Cell method) CentralCrop (class in mindspore.nn) check_elim() (mindspore.ops.Primitive method) CheckBprop (class in mindspore.ops.operations) CheckpointConfig (class in mindspore.train.callback) CheckValid (class in mindspore.ops.operations) Cifar100ToMR (class in mindspore.mindrecord) Cifar10ToMR (class in mindspore.mindrecord) clear() (mindspore.nn.Accuracy method) (mindspore.nn.Fbeta method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.TopKCategoricalAccuracy method) clear_buffer() (mindarmour.detectors.SimilarityDetector method) clip_by_value() (in module mindspore.ops.composite) ClipByNorm (class in mindspore.nn) clone() (mindspore.Parameter method) (mindspore.ParameterTuple method) close() (mindspore.mindrecord.FileReader method) (mindspore.train.summary.SummaryRecord method) commit() (mindspore.mindrecord.FileWriter method) compile() (mindspore.nn.Cell method) compile_and_run() (mindspore.nn.Cell method) compute_cost() (mindspore.ops.TBERegOp method) Concat (class in mindspore.ops.operations)

ConditionalVAE (class in mindspore.nn.probability.dpn) ConfusionMulGrad (class in mindspore.ops.operations) Constant (class in mindspore.common.initializer) constexpr() (in module mindspore.ops) construct() (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) ControlDepend (class in mindspore.ops.operations) Conv1d (class in mindspore.nn) Conv1dTranspose (class in mindspore.nn) Conv2d (class in mindspore.nn) Conv2D (class in mindspore.ops.operations) Conv2DBackpropInput (class in mindspore.ops.operations) 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.composite) Cos (class in mindspore.ops.operations) cos() (mindarmour.evaluations.DefenseEvaluate method) Cosh (class in mindspore.ops.operations) cosine_decay_lr() (in module mindspore.nn.dynamic_lr) CosineDecayLR (class in mindspore.nn.learning_rate_schedule) CosineEmbeddingLoss (class in mindspore.nn) create_group() (in module mindspore.communication) CropAndResize (class in mindspore.ops.operations) cross_entropy() (mindspore.nn.probability.distribution.Distribution method) crr() (mindarmour.evaluations.DefenseEvaluate method) csr() (mindarmour.evaluations.DefenseEvaluate method) CsvToMR (class in mindspore.mindrecord) CTCGreedyDecoder (class in mindspore.ops.operations) CTCLoss (class in mindspore.ops.operations) CumProd (class in mindspore.ops.operations) CumSum (class in mindspore.ops.operations)

D

DataFormatDimMap (class in mindspore.ops.operations) DatasetHelper (class in mindspore) DataType (class in mindspore.ops) DataWrapper (class in mindspore.nn) Debug (class in mindspore.ops.operations) debug() (mindarmour.utils.LogUtil method) decay_weight() (mindspore.nn.Optimizer method) DeepFool (class in mindarmour.attacks) Defense (class in mindarmour) defense() (mindarmour.Defense method) (mindarmour.defenses.AdversarialDefense method) (mindarmour.defenses.AdversarialDefenseWithAttacks method) DefenseEvaluate (class in mindarmour.evaluations) Dense (class in mindspore.nn) DenseBnAct (class in mindspore.nn) DenseQuant (class in mindspore.nn) DenseReparam (class in mindspore.nn.probability.bnn_layers) Depend (class in mindspore.ops.operations) DepthToSpace (class in mindspore.ops.operations) DepthwiseConv2d (class in mindspore.nn) 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) Diag (class in mindspore.ops.operations) DiagPart (class in mindspore.ops.operations) DistributedGradReducer (class in mindspore.nn) Distribution (class in mindspore.nn.probability.distribution) Div (class in mindspore.ops.operations) DivergenceBasedDetector (class in mindarmour.detectors) DiverseInputIterativeMethod (class in mindarmour.attacks) DivNoNan (class in mindspore.ops.operations) Dropout (class in mindspore.nn) (class in mindspore.ops.operations) DropoutDoMask (class in mindspore.ops.operations) DropoutGenMask (class in mindspore.ops.operations) DropoutGrad (class in mindspore.ops.operations) DType (class in mindspore.ops.operations) dtype (mindspore.Tensor property) dtype_to_nptype() (in module mindspore) dtype_to_pytype() (in module mindspore) dynamic_format() (mindspore.ops.TBERegOp method) DynamicLossScaleManager (class in mindspore.train.loss_scale_manager) DynamicLossScaleUpdateCell (class in mindspore.nn)

E

EditDistance (class in mindspore.ops.operations) ELBO (class in mindspore.nn.probability.infer) ELU (class in mindspore.nn) Elu (class in mindspore.ops.operations) Embedding (class in mindspore.nn) EmbeddingLookup (class in mindspore.nn) (class in mindspore.ops.operations) EmbeddingLookUpSplitMode (class in mindspore.nn) end() (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) EnsembleAdversarialDefense (class in mindarmour.defenses) EnsembleDetector (class in mindarmour.detectors) 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.operations) Equal (class in mindspore.ops.operations) EqualCount (class in mindspore.ops.operations) Erf (class in mindspore.ops.operations) Erfc (class in mindspore.ops.operations) error() (mindarmour.utils.LogUtil method) ErrorBasedDetector (class in mindarmour.detectors) eval() (mindspore.Model method) (mindspore.nn.Accuracy method) (mindspore.nn.Fbeta method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.TopKCategoricalAccuracy method)

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.operations) ExpandDims (class in mindspore.ops.operations) Expm1 (class in mindspore.ops.operations) Exponential (class in mindspore.nn.probability.distribution) exponential_decay_lr() (in module mindspore.nn.dynamic_lr) ExponentialDecayLR (class in mindspore.nn.learning_rate_schedule) export() (in module mindspore.train.serialization) extend() (mindspore.nn.CellList method) extend_repr() (mindspore.nn.Cell method) (mindspore.nn.DenseQuant method) (mindspore.nn.GroupNorm method) (mindspore.nn.LayerNorm method) Eye (class in mindspore.ops.operations)

F

F1 (class in mindspore.nn) FakeQuantWithMinMax (class in mindspore.nn) FastGradientMethod (class in mindarmour.attacks) FastGradientSignMethod (class in mindarmour.attacks) Fbeta (class in mindspore.nn) FileReader (class in mindspore.mindrecord) FileWriter (class in mindspore.mindrecord) Fill (class in mindspore.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) FixedLossScaleManager (class in mindspore.train.loss_scale_manager)

FixedLossScaleUpdateCell (class in mindspore.nn) Flatten (class in mindspore.nn) (class in mindspore.ops.operations) FloatStatus (class in mindspore.ops.operations) Floor (class in mindspore.ops.operations) FloorDiv (class in mindspore.ops.operations) FloorMod (class in mindspore.ops.operations) flush() (mindspore.train.summary.SummaryRecord method) forward() (mindspore.nn.probability.bijector.Bijector method) forward_log_jacobian() (mindspore.nn.probability.bijector.Bijector method) fpr() (mindarmour.evaluations.BlackDefenseEvaluate method) FTRL (class in mindspore.nn) FusedBatchNorm (class in mindspore.ops.operations) FusedBatchNormEx (class in mindspore.ops.operations) FusedSparseAdam (class in mindspore.ops.operations) FusedSparseFtrl (class in mindspore.ops.operations) FusedSparseLazyAdam (class in mindspore.ops.operations) FusedSparseProximalAdagrad (class in mindspore.ops.operations)

G

Gamma (class in mindspore.ops.operations) gamma() (in module mindspore.ops.composite) 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_sample() (mindspore.nn.probability.dpn.ConditionalVAE method) (mindspore.nn.probability.dpn.VAE method) generate_scope() (mindspore.nn.Cell method) GeneticAttack (class in mindarmour.attacks) Geometric (class in mindspore.nn.probability.distribution) 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_category_fields() (mindspore.mindrecord.MindPage method) get_checkpoint_policy() (mindspore.train.callback.CheckpointConfig method) get_context() (in module mindspore.context) get_detected_queries() (mindarmour.detectors.SimilarityDetector method) get_detection_interval() (mindarmour.detectors.SimilarityDetector method) get_drop_overflow_update() (mindspore.train.loss_scale_manager.DynamicLossScaleManager method) (mindspore.train.loss_scale_manager.FixedLossScaleManager method)

get_func_graph_proto() (mindspore.nn.Cell method) get_group_rank_from_world_rank() (in module mindspore.communication) get_group_size() (in module mindspore.communication) get_instance() (mindarmour.utils.LogUtil static method) get_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_next() (mindspore.mindrecord.FileReader method) get_parameters() (mindspore.nn.Cell method) get_py_obj_dtype() (in module mindspore) get_rank() (in module mindspore.communication) get_scope() (mindspore.nn.Cell method) get_stop_requested() (mindspore.train.callback.RunContext method) get_summary_lineage() (in module mindinsight.lineagemgr) 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.operations) GetNextSingleOp (class in mindspore.nn) GlobalBatchNorm (class in mindspore.nn) GlobalComm (class in mindspore.communication) GradOperation (class in mindspore.ops.composite) GradWrap (class in mindarmour.utils) GradWrapWithLoss (class in mindarmour.utils) GraphKernel (class in mindspore.nn) Greater (class in mindspore.ops.operations) GreaterEqual (class in mindspore.ops.operations) 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.operations) HistogramSummary (class in mindspore.ops.operations) HookBackward (class in mindspore.ops.operations) HopSkipJumpAttack (class in mindarmour.attacks)

HSigmoid (class in mindspore.nn) (class in mindspore.ops.operations) HSigmoidQuant (class in mindspore.nn) HSwish (class in mindspore.nn) (class in mindspore.ops.operations) HSwishQuant (class in mindspore.nn) HyperMap (class in mindspore.ops.composite)

I

identity (class in mindspore.ops.operations) ImageGradients (class in mindspore.nn) ImageNetToMR (class in mindspore.mindrecord) ImageSummary (class in mindspore.ops.operations) infer_dtype() (mindspore.ops.PrimitiveWithInfer method) infer_shape() (mindspore.ops.PrimitiveWithInfer method) infer_value() (mindspore.ops.PrimitiveWithInfer method) info() (mindarmour.utils.LogUtil method) init() (in module mindspore.communication) (mindspore.Model method) init_data() (mindspore.Parameter method) init_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.operations) InplaceSub (class in mindspore.ops.operations) InplaceUpdate (class in mindspore.ops.operations) 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.operations) integrated_save (mindspore.train.callback.CheckpointConfig property) InTopK (class in mindspore.ops.operations) Inv (class in mindspore.ops.operations) 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.learning_rate_schedule) Invert (class in mindspore.ops.operations) InvertPermutation (class in mindspore.ops.operations) IOU (class in mindspore.ops.operations) is_adversarial() (mindarmour.BlackModel method) is_init (mindspore.Parameter property) IsFinite (class in mindspore.ops.operations) IsInf (class in mindspore.ops.operations) IsInstance (class in mindspore.ops.operations) IsNan (class in mindspore.ops.operations) IsSubClass (class in mindspore.ops.operations) issubclass_() (in module mindspore) IterativeGradientMethod (class in mindarmour.attacks)

J

JSMAAttack (class in mindarmour.attacks)

K

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

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

L

L1Loss (class in mindspore.nn) L2Loss (class in mindspore.ops.operations) L2Normalize (class in mindspore.ops.operations) Lamb (class in mindspore.nn) Laplace (class in mindspore.ops.operations) LARS (class in mindspore.nn) LARSUpdate (class in mindspore.ops.operations) latest_ckpt_file_name (mindspore.train.callback.ModelCheckpoint property) LayerNorm (class in mindspore.nn) (class in mindspore.ops.operations) LazyAdam (class in mindspore.nn) LBFGS (class in mindarmour.attacks) LeakyReLU (class in mindspore.nn) LeakyReLUQuant (class in mindspore.nn) LeastLikelyClassMethod (class in mindarmour.attacks) Less (class in mindspore.ops.operations) LessEqual (class in mindspore.ops.operations) LGamma (class in mindspore.nn) LinSpace (class in mindspore.nn) load_checkpoint() (in module mindspore.train.serialization) load_param_into_net() (in module mindspore.train.serialization) load_parameter_slice() (mindspore.nn.Cell method)

load_weights() (in module mindspore.hub) Log (class in mindspore.ops.operations) Log1p (class in mindspore.ops.operations) 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.operations) LogicalNot (class in mindspore.ops.operations) LogicalOr (class in mindspore.ops.operations) logits (mindspore.nn.probability.distribution.Categorical property) LogSigmoid (class in mindspore.nn) LogSoftmax (class in mindspore.nn) (class in mindspore.ops.operations) LogUtil (class in mindarmour.utils) 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.operations) LSTM (class in mindspore.nn) (class in mindspore.ops.operations) LSTMCell (class in mindspore.nn)

M

MAE (class in mindspore.nn) MakeRefKey (class in mindspore.ops.operations) MatMul (class in mindspore.ops.operations) MatrixDiag (class in mindspore.nn) MatrixDiagPart (class in mindspore.nn) MatrixSetDiag (class in mindspore.nn) Maximum (class in mindspore.ops.operations) MaxPool (class in mindspore.ops.operations) MaxPool2d (class in mindspore.nn) MaxPoolWithArgmax (class in mindspore.ops.operations) mean() (mindspore.nn.probability.distribution.Distribution method) Merge (class in mindspore.ops.operations) merge_sliced_parameter() (in module mindspore.train.serialization) Metric (class in mindspore.nn) mindarmour module mindarmour.attacks module mindarmour.defenses module mindarmour.detectors module mindarmour.evaluations module mindarmour.utils module mindinsight.lineagemgr module MindPage (class in mindspore.mindrecord) mindspore module mindspore.common.initializer module mindspore.communication module mindspore.context module mindspore.dtype (built-in class) mindspore.mindrecord module mindspore.nn module mindspore.nn.dynamic_lr module mindspore.nn.learning_rate_schedule 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.ops.composite module mindspore.ops.operations module mindspore.parallel module

mindspore.profiler module mindspore.train.amp module mindspore.train.callback module mindspore.train.loss_scale_manager module mindspore.train.quant module mindspore.train.serialization module mindspore.train.summary module Minimum (class in mindspore.ops.operations) MirrorPad (class in mindspore.ops.operations) mis_classification_rate() (mindarmour.evaluations.AttackEvaluate method) MnistToMR (class in mindspore.mindrecord) Mod (class in mindspore.ops.operations) mode() (mindspore.nn.probability.distribution.Distribution method) 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.mindrecord mindspore.nn mindspore.nn.dynamic_lr mindspore.nn.learning_rate_schedule 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.ops.composite mindspore.ops.operations mindspore.parallel mindspore.profiler mindspore.train.amp mindspore.train.callback mindspore.train.loss_scale_manager mindspore.train.quant mindspore.train.serialization mindspore.train.summary Momentum (class in mindspore.nn) MomentumDiverseInputIterativeMethod (class in mindarmour.attacks) MomentumIterativeMethod (class in mindarmour.attacks) ms_function() (in module mindspore) MSE (class in mindspore.nn) MSELoss (class in mindspore.nn) MSSSIM (class in mindspore.nn) Mul (class in mindspore.ops.operations) MulQuant (class in mindspore.nn) Multinomial (class in mindspore.ops.operations) multinomial() (in module mindspore.ops.composite) MultitypeFuncGraph (class in mindspore.ops.composite)

N

name (mindspore.Parameter property) name_cells() (mindspore.nn.Cell method) names() (in module mindspore.nn) natural_exp_decay_lr() (in module mindspore.nn.dynamic_lr) NaturalAdversarialDefense (class in mindarmour.defenses) NaturalExpDecayLR (class in mindspore.nn.learning_rate_schedule) 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) (class in mindspore.nn.probability.distribution) normal() (in module mindspore.ops.composite) NormalPosterior (class in mindspore.nn.probability.bnn_layers) NormalPrior (class in mindspore.nn.probability.bnn_layers) 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)

O

One (class in mindspore.common.initializer) OneHot (class in mindspore.nn) (class in mindspore.ops.operations) OnesLike (class in mindspore.ops.operations) op_info_register() (in module mindspore.ops) op_pattern() (mindspore.ops.TBERegOp method)

open_and_set_header() (mindspore.mindrecord.FileWriter method) open_for_append() (mindspore.mindrecord.FileWriter class method) Optimizer (class in mindspore.nn) original_args() (mindspore.train.callback.RunContext method) output() (mindspore.ops.AiCPURegOp method) (mindspore.ops.TBERegOp method)

P

Pack (class in mindspore.ops.operations) Pad (class in mindspore.nn) (class in mindspore.ops.operations) Padding (class in mindspore.ops.operations) ParallelConcat (class in mindspore.ops.operations) ParallelMode (class in mindspore) param_prefix (mindspore.nn.Cell property) Parameter (class in mindspore) parameters_and_names() (mindspore.nn.Cell method) parameters_dict() (mindspore.nn.Cell method) ParameterTuple (class in mindspore) ParameterUpdate (class in mindspore.nn) parse_print() (in module mindspore.train.serialization) Partial (class in mindspore.ops.operations) partial_flag() (mindspore.ops.TBERegOp method) piecewise_constant_lr() (in module mindspore.nn.dynamic_lr) PointWiseAttack (class in mindarmour.attacks) Poisson (class in mindspore.ops.operations) poisson() (in module mindspore.ops.composite) polynomial_decay_lr() (in module mindspore.nn.dynamic_lr) PolynomialDecayLR (class in mindspore.nn.learning_rate_schedule) PopulationCount (class in mindspore.ops.operations) Pow (class in mindspore.ops.operations)

PowerTransform (class in mindspore.nn.probability.bijector) 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) 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) Profiler (class in mindspore.profiler) ProjectedAdversarialDefense (class in mindarmour.defenses) ProjectedGradientDescent (class in mindarmour.attacks) ProximalAdagrad (class in mindspore.nn) PSNR (class in mindspore.nn) PSOAttack (class in mindarmour.attacks) Pull (class in mindspore.ops.operations) Push (class in mindspore.ops.operations) pytype_to_dtype() (in module mindspore)

Q

qcv() (mindarmour.evaluations.BlackDefenseEvaluate method)

qrv() (mindarmour.evaluations.BlackDefenseEvaluate method)

R

RadarMetric (class in mindarmour.evaluations) RandomCategorical (class in mindspore.ops.operations) RandomChoiceWithMask (class in mindspore.ops.operations) RandomFastGradientMethod (class in mindarmour.attacks) RandomFastGradientSignMethod (class in mindarmour.attacks) RandomLeastLikelyClassMethod (class in mindarmour.attacks) Range (class in mindspore.nn) Rank (class in mindspore.ops.operations) rate (mindspore.nn.probability.distribution.Exponential property) 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) 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.operations) ReduceAny (class in mindspore.ops.operations) ReduceLogSumExp (class in mindspore.nn) ReduceMax (class in mindspore.ops.operations) ReduceMean (class in mindspore.ops.operations) ReduceMin (class in mindspore.ops.operations) ReduceOp (class in mindspore.ops.operations) ReduceProd (class in mindspore.ops.operations) ReduceScatter (class in mindspore.ops.operations)

ReduceSum (class in mindspore.ops.operations) RegionBasedDetector (class in mindarmour.detectors) register() (mindspore.ops.composite.MultitypeFuncGraph method) register_backward_hook() (mindspore.nn.Cell 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) request_stop() (mindspore.train.callback.RunContext method) requires_grad (mindspore.Parameter property) reset_algo_parameters() (in module mindspore.parallel) reset_auto_parallel_context() (in module mindspore.context) Reshape (class in mindspore.ops.operations) reshape_type() (mindspore.ops.TBERegOp method) ResizeBilinear (class in mindspore.ops.operations) ResizeNearestNeighbor (class in mindspore.ops.operations) ReverseSequence (class in mindspore.ops.operations) ReverseV2 (class in mindspore.ops.operations) Rint (class in mindspore.ops.operations) RMSProp (class in mindspore.nn) RNNTLoss (class in mindspore.ops.operations) ROIAlign (class in mindspore.ops.operations) Round (class in mindspore.ops.operations) RowTensor (class in mindspore) Rsqrt (class in mindspore.ops.operations) run() (mindspore.nn.probability.infer.SVI method) RunContext (class in mindspore.train.callback)

S

SaltAndPepperNoiseAttack (class in mindarmour.attacks) SameTypeShape (class in mindspore.ops.operations) sample() (mindspore.nn.probability.distribution.Distribution method) save_checkpoint() (in module mindspore.train.serialization) save_checkpoint_seconds (mindspore.train.callback.CheckpointConfig property) save_checkpoint_steps (mindspore.train.callback.CheckpointConfig property) ScalarAffine (class in mindspore.nn.probability.bijector) ScalarCast (class in mindspore.ops.operations) ScalarSummary (class in mindspore.ops.operations) ScalarToArray (class in mindspore.ops.operations) ScalarToTensor (class in mindspore.ops.operations) scale_grad() (mindspore.nn.Optimizer method) ScatterAdd (class in mindspore.ops.operations) ScatterDiv (class in mindspore.ops.operations) ScatterMax (class in mindspore.ops.operations) ScatterMin (class in mindspore.ops.operations) ScatterMul (class in mindspore.ops.operations) ScatterNd (class in mindspore.ops.operations) ScatterNdAdd (class in mindspore.ops.operations) ScatterNdSub (class in mindspore.ops.operations) ScatterNdUpdate (class in mindspore.ops.operations) ScatterNonAliasingAdd (class in mindspore.ops.operations) ScatterSub (class in mindspore.ops.operations) ScatterUpdate (class in mindspore.ops.operations) sd() (mindspore.nn.probability.distribution.Distribution method) Select (class in mindspore.ops.operations) SequentialCell (class in mindspore.nn) set_algo_parameters() (in module mindspore.parallel) set_auto_parallel() (mindspore.nn.Cell method) set_auto_parallel_context() (in module mindspore.context) set_broadcast_flag() (mindspore.nn.Cell method) set_category_field() (mindspore.mindrecord.MindPage method) set_context() (in module mindspore.context) set_grad() (mindspore.nn.Cell method) set_header_size() (mindspore.mindrecord.FileWriter method) set_level() (mindarmour.utils.LogUtil method) set_mode() (mindspore.train.summary.SummaryRecord method) set_page_size() (mindspore.mindrecord.FileWriter method) set_parallel_input_with_inputs() (mindspore.nn.Cell method) set_param_ps() (mindspore.nn.Cell method) set_parameter_data() (mindspore.Parameter method) set_prim_instance_name() (mindspore.ops.Primitive method) set_radius() (mindarmour.detectors.RegionBasedDetector 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) shape (mindspore.Tensor property)

show() (mindarmour.evaluations.RadarMetric method) Sigmoid (class in mindspore.nn) (class in mindspore.ops.operations) SigmoidCrossEntropyWithLogits (class in mindspore.ops.operations) Sign (class in mindspore.ops.operations) SimilarityDetector (class in mindarmour.detectors) Sin (class in mindspore.ops.operations) Sinh (class in mindspore.ops.operations) sink_size() (mindspore.DatasetHelper method) Size (class in mindspore.ops.operations) Slice (class in mindspore.ops.operations) sliced (mindspore.Parameter property) SmoothL1Loss (class in mindspore.nn) (class in mindspore.ops.operations) Softmax (class in mindspore.nn) (class in mindspore.ops.operations) SoftmaxCrossEntropyExpand (class in mindspore.nn) SoftmaxCrossEntropyWithLogits (class in mindspore.nn) (class in mindspore.ops.operations) Softplus (class in mindspore.nn.probability.bijector) (class in mindspore.ops.operations) Softsign (class in mindspore.ops.operations) SpaceToBatch (class in mindspore.ops.operations) SpaceToBatchND (class in mindspore.ops.operations) SpaceToDepth (class in mindspore.ops.operations) SparseApplyAdagrad (class in mindspore.ops.operations) SparseApplyAdagradV2 (class in mindspore.ops.operations) SparseApplyFtrl (class in mindspore.ops.operations) SparseApplyFtrlV2 (class in mindspore.ops.operations) SparseApplyProximalAdagrad (class in mindspore.ops.operations) SparseGatherV2 (class in mindspore.ops.operations) SparseSoftmaxCrossEntropyWithLogits (class in mindspore.ops.operations) SparseTensor (class in mindspore) SparseToDense (class in mindspore.nn) (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) SquaredDifference (class in mindspore.ops.operations) SquareSumAll (class in mindspore.ops.operations) Squeeze (class in mindspore.ops.operations) SSIM (class in mindspore.nn) StandardNormal (class in mindspore.ops.operations) std_trans() (mindspore.nn.probability.bnn_layers.NormalPosterior method) step_begin() (mindspore.train.callback.Callback method) step_end() (mindspore.train.callback.Callback method) (mindspore.train.callback.ModelCheckpoint method) stop_send() (mindspore.DatasetHelper method) StridedSlice (class in mindspore.ops.operations) Sub (class in mindspore.ops.operations) 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)

T

Tan (class in mindspore.ops.operations) Tanh (class in mindspore.nn) (class in mindspore.ops.operations) TBERegOp (class in mindspore.ops) Tensor (class in mindspore) TensorAdd (class in mindspore.ops.operations) TensorAddQuant (class in mindspore.nn) TensorScatterUpdate (class in mindspore.ops.operations) TensorSummary (class in mindspore.ops.operations) tfrecord_iterator() (mindspore.mindrecord.TFRecordToMR method) TFRecordToMR (class in mindspore.mindrecord) Tile (class in mindspore.ops.operations) TimeMonitor (class in mindspore.train.callback) to_float() (mindspore.nn.Cell method) to_tensor() (mindspore.common.initializer.Initializer method) Top1CategoricalAccuracy (class in mindspore.nn) Top5CategoricalAccuracy (class in mindspore.nn) TopK (class in mindspore.ops.operations) TopKCategoricalAccuracy (class in mindspore.nn) train() (mindspore.Model method) trainable_parameters() (mindspore.profiler.Profiler static method) trainable_params() (mindspore.nn.Cell method) TrainOneStepCell (class in mindspore.nn)

TrainOneStepWithLossScaleCell (class in mindspore.nn) transform() (mindarmour.Detector method) (mindarmour.detectors.EnsembleDetector method) (mindarmour.detectors.ErrorBasedDetector method) (mindarmour.detectors.RegionBasedDetector method) (mindarmour.detectors.SimilarityDetector method) (mindspore.mindrecord.Cifar100ToMR method) (mindspore.mindrecord.Cifar10ToMR method) (mindspore.mindrecord.CsvToMR method) (mindspore.mindrecord.ImageNetToMR method) (mindspore.mindrecord.MnistToMR method) (mindspore.mindrecord.TFRecordToMR method) 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.operations) TruncateDiv (class in mindspore.ops.operations) TruncatedNormal (class in mindspore.common.initializer) (class in mindspore.ops.operations) TruncateMod (class in mindspore.ops.operations) TupleToArray (class in mindspore.ops.operations) types_shapes() (mindspore.DatasetHelper method)

U

UncertaintyEvaluation (class in mindspore.nn.probability.toolbox) Unfold (class in mindspore.nn) Uniform (class in mindspore.common.initializer) (class in mindspore.nn.probability.distribution) uniform() (in module mindspore.ops.composite) UniformInt (class in mindspore.ops.operations) UniformReal (class in mindspore.ops.operations) Unique (class in mindspore.ops.operations) Unpack (class in mindspore.ops.operations) UnsortedSegmentMin (class in mindspore.ops.operations) UnsortedSegmentProd (class in mindspore.ops.operations) UnsortedSegmentSum (class in mindspore.ops.operations) untrainable_params() (mindspore.nn.Cell method) update() (mindspore.nn.Accuracy method) (mindspore.nn.Fbeta method) (mindspore.nn.Loss method) (mindspore.nn.MAE method) (mindspore.nn.Metric method) (mindspore.nn.MSE method) (mindspore.nn.Precision method) (mindspore.nn.Recall method) (mindspore.nn.TopKCategoricalAccuracy method)

update_cell_prefix() (mindspore.nn.Cell method) update_cell_type() (mindspore.nn.Cell method) update_loss_scale() (mindspore.train.loss_scale_manager.DynamicLossScaleManager method) (mindspore.train.loss_scale_manager.FixedLossScaleManager method) (mindspore.train.loss_scale_manager.LossScaleManager method) update_parameter (mindspore.ops.Primitive property) update_parameters_name() (mindspore.nn.Cell 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)

W

warmup_lr() (in module mindspore.nn.dynamic_lr) WarmUpLR (class in mindspore.nn.learning_rate_schedule) warn() (mindarmour.utils.LogUtil method) WithBNNLossCell (class in mindspore.nn.probability.bnn_layers)

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)

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

Z

Zero (class in mindspore.common.initializer)

ZerosLike (class in mindspore.ops.operations)