Index

A

Abs (class in mindspore.ops) abs() (in module mindspore.ops) (mindspore.COOTensor method) (mindspore.CSRTensor method) (mindspore.Tensor method) absolute() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) accumulate_n() (in module mindspore.ops) AccumulateNV2 (class in mindspore.ops) Accuracy (class in mindspore.train) ACos (class in mindspore.ops) acos() (in module mindspore.ops) (mindspore.Tensor method) Acosh (class in mindspore.ops) acosh() (in module mindspore.ops) (mindspore.Tensor method) Adadelta (class in mindspore.experimental.optim) (class in mindspore.nn) Adagrad (class in mindspore.experimental.optim) (class in mindspore.nn) Adam (class in mindspore.experimental.optim) (class in mindspore.nn) (class in mindspore.ops) Adamax (class in mindspore.experimental.optim) AdaMax (class in mindspore.nn) AdamOffload (class in mindspore.nn) AdamW (class in mindspore.experimental.optim) AdamWeightDecay (class in mindspore.nn) (class in mindspore.ops) adaptive_avg_pool1d() (in module mindspore.ops) adaptive_avg_pool2d() (in module mindspore.ops) adaptive_avg_pool3d() (in module mindspore.ops) adaptive_max_pool1d() (in module mindspore.ops) adaptive_max_pool2d() (in module mindspore.ops) AdaptiveAvgPool1d (class in mindspore.nn) AdaptiveAvgPool2d (class in mindspore.nn) AdaptiveAvgPool2D (class in mindspore.ops) AdaptiveAvgPool3d (class in mindspore.nn) AdaptiveAvgPool3D (class in mindspore.ops) AdaptiveMaxPool1d (class in mindspore.nn) AdaptiveMaxPool2d (class in mindspore.nn) AdaptiveMaxPool3d (class in mindspore.nn) AdaSum (class in mindspore.boost) adasum_process() (mindspore.boost.BoostTrainOneStepCell method) AdaSumByDeltaWeightWrapCell (class in mindspore.nn) AdaSumByGradWrapCell (class in mindspore.nn) Add (class in mindspore.ops) add() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.COOTensor method) (mindspore.CSRTensor method) (mindspore.Tensor method) add_child() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler method) (mindspore.dataset.WeightedRandomSampler method) add_column() (mindspore.dataset.Schema method) add_dict() (mindspore.dataset.text.JiebaTokenizer method) add_flags() (mindspore.nn.Cell method) add_flags_recursive() (mindspore.nn.Cell method) add_grad_centralization() (mindspore.boost.OptimizerProcess method) add_index() (mindspore.mindrecord.FileWriter method) add_param_group() (mindspore.experimental.optim.Optimizer method) add_pipeline_stage() (mindspore.Parameter method) add_prim_attr() (mindspore.ops.Primitive method) add_sampler() (mindspore.dataset.MappableDataset method) add_schema() (mindspore.mindrecord.FileWriter method) add_value() (mindspore.SummaryRecord method) add_word() (mindspore.dataset.text.JiebaTokenizer method) addbmm() (in module mindspore.ops) (mindspore.Tensor method) Addcdiv (class in mindspore.ops) addcdiv() (in module mindspore.ops) (mindspore.Tensor method) Addcmul (class in mindspore.ops) addcmul() (in module mindspore.ops) (mindspore.Tensor method) addmm() (in module mindspore.ops) (mindspore.Tensor method) addmv() (in module mindspore.ops) (mindspore.Tensor method) AddN (class in mindspore.ops) addn() (in module mindspore.ops) addr() (in module mindspore.ops) (mindspore.Tensor method) AddToken (class in mindspore.dataset.text) adjoint() (in module mindspore.ops) (mindspore.Tensor method) adjust() (mindspore.amp.DynamicLossScaler method) (mindspore.amp.LossScaler method) (mindspore.amp.StaticLossScaler method) AdjustBrightness (class in mindspore.dataset.vision) AdjustContrast (class in mindspore.dataset.vision) AdjustGamma (class in mindspore.dataset.vision) AdjustHue (class in mindspore.dataset.vision) AdjustSaturation (class in mindspore.dataset.vision) AdjustSharpness (class in mindspore.dataset.vision) Affine (class in mindspore.dataset.vision) affine_grid() (in module mindspore.ops) AffineGrid (class in mindspore.ops) after() (mindspore.rewrite.SymbolTree method) AGNewsDataset (class in mindspore.dataset) AiCPURegOp (class in mindspore.ops) all() (in module mindspore.ops) (mindspore.Tensor method) all_finite() (in module mindspore.amp) AllGather (class in mindspore.ops) AllpassBiquad (class in mindspore.dataset.audio) AllReduce (class in mindspore.ops) AlltoAll (class in mindspore.ops) amax() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) AmazonReviewDataset (class in mindspore.dataset) amin() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) aminmax() (in module mindspore.ops) (mindspore.Tensor method) AmplitudeToDB (class in mindspore.dataset.audio) analyse() (mindspore.Profiler method) Angle (class in mindspore.dataset.audio) (class in mindspore.ops) angle() (in module mindspore.ops) (mindspore.Tensor method) any() (in module mindspore.ops) (mindspore.Tensor method)

append() (in module mindspore.numpy) (mindspore.nn.CellList method) (mindspore.nn.SequentialCell method) append_dict (mindspore.train.CheckpointConfig property) apply() (mindspore.dataset.Dataset method) (mindspore.nn.Cell method) apply_along_axis() (in module mindspore.numpy) apply_over_axes() (in module mindspore.numpy) ApplyAdadelta (class in mindspore.ops) ApplyAdagrad (class in mindspore.ops) ApplyAdagradDA (class in mindspore.ops) ApplyAdagradV2 (class in mindspore.ops) ApplyAdaMax (class in mindspore.ops) ApplyAdamWithAmsgradV2 (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) approximate_equal() (in module mindspore.ops) (mindspore.Tensor method) ApproximateEqual (class in mindspore.ops) arange() (in module mindspore.numpy) (in module mindspore.ops) arccos() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arccosh() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arcsin() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arcsinh() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arctan() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arctan2() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arctanh() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Argmax (class in mindspore.ops) argmax() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) argmax_with_value() (mindspore.Tensor method) ArgMaxWithValue (class in mindspore.ops) Argmin (class in mindspore.ops) argmin() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) argmin_with_value() (mindspore.Tensor method) ArgMinWithValue (class in mindspore.ops) argsort() (in module mindspore.ops) (mindspore.Tensor method) argwhere() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) around() (in module mindspore.numpy) array() (in module mindspore.numpy) array_equal() (in module mindspore.numpy) array_equiv() (in module mindspore.numpy) array_split() (in module mindspore.numpy) array_str() (in module mindspore.numpy) asarray() (in module mindspore.numpy) ASDBase (class in mindspore.ops.silent_check) asfarray() (in module mindspore.numpy) ASGD (class in mindspore.experimental.optim) (class in mindspore.nn) Asin (class in mindspore.ops) asin() (in module mindspore.ops) (mindspore.Tensor method) Asinh (class in mindspore.ops) asinh() (in module mindspore.ops) (mindspore.Tensor method) asnumpy() (mindspore.Tensor method) Assign (class in mindspore.ops) assign() (in module mindspore.ops) assign_add() (in module mindspore.ops) assign_parameter_group() (mindspore.boost.ParameterProcess method) assign_sub() (in module mindspore.ops) assign_value() (mindspore.Tensor method) AssignAdd (class in mindspore.ops) AssignSub (class in mindspore.ops) astype() (mindspore.COOTensor method) (mindspore.CSRTensor method) (mindspore.Tensor method) async_ckpt_thread_status() (in module mindspore) async_flag() (mindspore.ops.TBERegOp method) async_save (mindspore.train.CheckpointConfig property) Atan (class in mindspore.ops) atan() (in module mindspore.ops) (mindspore.Tensor method) Atan2 (class in mindspore.ops) atan2() (in module mindspore.ops) (mindspore.Tensor method) Atanh (class in mindspore.ops) atanh() (in module mindspore.ops) (mindspore.Tensor method) atleast_1d() (in module mindspore.numpy) (in module mindspore.ops) atleast_2d() (in module mindspore.numpy) (in module mindspore.ops) atleast_3d() (in module mindspore.numpy) (in module mindspore.ops) attr() (mindspore.ops.CustomRegOp method) (mindspore.ops.TBERegOp method) auc() (in module mindspore.train) auto_cast_inputs() (mindspore.nn.Cell method) auto_mixed_precision() (in module mindspore.amp) AutoAugment (class in mindspore.dataset.vision) AutoAugmentPolicy (class in mindspore.dataset.vision) AutoBoost (class in mindspore.boost) AutoContrast (class in mindspore.dataset.vision) average() (in module mindspore.numpy) avg_pool1d() (in module mindspore.ops) avg_pool2d() (in module mindspore.ops) avg_pool3d() (in module mindspore.ops) AvgPool (class in mindspore.ops) AvgPool1d (class in mindspore.nn) AvgPool2d (class in mindspore.nn) AvgPool3d (class in mindspore.nn) AvgPool3D (class in mindspore.ops)

B

backbone_network (mindspore.nn.WithLossCell property) BackupAndRestore (class in mindspore.train) baddbmm() (in module mindspore.ops) (mindspore.Tensor method) BandBiquad (class in mindspore.dataset.audio) BandpassBiquad (class in mindspore.dataset.audio) BandrejectBiquad (class in mindspore.dataset.audio) bartlett() (in module mindspore.numpy) bartlett_window() (in module mindspore.ops) BartlettWindow (class in mindspore.ops) BasicTokenizer (class in mindspore.dataset.text) BassBiquad (class in mindspore.dataset.audio) batch() (mindspore.dataset.Dataset method) batch_dot() (in module mindspore.ops) batch_norm() (in module mindspore.ops) batch_to_space_nd() (in module mindspore.ops) BatchInfo (class in mindspore.dataset) BatchMatMul (class in mindspore.ops) BatchNorm (class in mindspore.ops) BatchNorm1d (class in mindspore.nn) BatchNorm2d (class in mindspore.nn) BatchNorm3d (class in mindspore.nn) BatchToSpace (class in mindspore.ops) BatchToSpaceND (class in mindspore.ops) BCELoss (class in mindspore.nn) BCEWithLogitsLoss (class in mindspore.nn) (class in mindspore.ops) before() (mindspore.rewrite.SymbolTree method) begin() (mindspore.train.Callback method) (mindspore.train.History method) Bernoulli (class in mindspore.nn.probability.distribution) (class in mindspore.ops) bernoulli() (in module mindspore.ops) (mindspore.Tensor method) BertTokenizer (class in mindspore.dataset.text) bessel_i0() (in module mindspore.ops) bessel_i0e() (in module mindspore.ops) bessel_i1() (in module mindspore.ops) bessel_i1e() (in module mindspore.ops) bessel_j0() (in module mindspore.ops) bessel_j1() (in module mindspore.ops) bessel_k0() (in module mindspore.ops) bessel_k0e() (in module mindspore.ops) bessel_k1() (in module mindspore.ops) bessel_k1e() (in module mindspore.ops) bessel_y0() (in module mindspore.ops) bessel_y1() (in module mindspore.ops) BesselI0 (class in mindspore.ops) BesselI0e (class in mindspore.ops) BesselI1 (class in mindspore.ops) BesselI1e (class in mindspore.ops) BesselJ0 (class in mindspore.ops) BesselJ1 (class in mindspore.ops) BesselK0 (class in mindspore.ops) BesselK0e (class in mindspore.ops) BesselK1 (class in mindspore.ops) BesselK1e (class in mindspore.ops) BesselY0 (class in mindspore.ops) BesselY1 (class in mindspore.ops) Beta (class in mindspore.nn.probability.distribution) bias_add() (in module mindspore.ops) BiasAdd (class in mindspore.ops)

BiDense (class in mindspore.nn) bidense() (in module mindspore.ops) Bijector (class in mindspore.nn.probability.bijector) bijector (mindspore.nn.probability.bijector.Invert property) (mindspore.nn.probability.distribution.TransformedDistribution property) binary_cross_entropy() (in module mindspore.ops) binary_cross_entropy_with_logits() (in module mindspore.ops) BinaryCrossEntropy (class in mindspore.ops) Bincount (class in mindspore.ops) bincount() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) binfile_name() (mindspore.ops.TBERegOp method) Biquad (class in mindspore.dataset.audio) bitwise_and() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) bitwise_left_shift() (in module mindspore.ops) (mindspore.Tensor method) bitwise_or() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) bitwise_right_shift() (in module mindspore.ops) (mindspore.Tensor method) bitwise_xor() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) BitwiseAnd (class in mindspore.ops) BitwiseOr (class in mindspore.ops) BitwiseXor (class in mindspore.ops) blackman() (in module mindspore.numpy) blackman_window() (in module mindspore.ops) BlackmanWindow (class in mindspore.ops) BleuScore (class in mindspore.train) block_diag() (in module mindspore.ops) (in module mindspore.scipy.linalg) bmm() (in module mindspore.ops) (mindspore.Tensor method) bool() (mindspore.Tensor method) BoostTrainOneStepCell (class in mindspore.boost) BoostTrainOneStepWithLossScaleCell (class in mindspore.boost) Border (class in mindspore.dataset.vision) BorderType (class in mindspore.dataset.audio) bounding_box_decode() (in module mindspore.ops) bounding_box_encode() (in module mindspore.ops) BoundingBoxAugment (class in mindspore.dataset.vision) BoundingBoxDecode (class in mindspore.ops) BoundingBoxEncode (class in mindspore.ops) bprop_debug (mindspore.nn.Cell property) Broadcast (class in mindspore.ops) broadcast_arrays() (in module mindspore.numpy) broadcast_params() (mindspore.nn.Optimizer method) broadcast_to() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) BroadcastTo (class in mindspore.ops) bucket_batch_by_length() (mindspore.dataset.Dataset method) bucketize() (in module mindspore.ops) build() (mindspore.train.Model method) build_gc_params_group() (mindspore.boost.OptimizerProcess static method) build_params_dict() (mindspore.boost.OptimizerProcess static method) build_searched_strategy() (in module mindspore) build_train_network() (in module mindspore.amp)

C

cache_enable (mindspore.Parameter property) cache_shape (mindspore.Parameter property) Callback (class in mindspore.train) Caltech101Dataset (class in mindspore.dataset) Caltech256Dataset (class in mindspore.dataset) candidate_fields (mindspore.mindrecord.MindPage property) CaseFold (class in mindspore.dataset.text) Cast (class in mindspore.ops) cast_inputs() (mindspore.nn.Cell method) cast_param() (mindspore.nn.Cell method) cast_param_by_value() (mindspore.nn.probability.bijector.Bijector method) cat() (in module mindspore.ops) Categorical (class in mindspore.nn.probability.distribution) category_field (mindspore.mindrecord.MindPage property) Cauchy (class in mindspore.nn.probability.distribution) cauchy() (mindspore.Tensor method) cbrt() (in module mindspore.numpy) cdf() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.TransformedDistribution method) (mindspore.nn.probability.distribution.Uniform method) Cdist (class in mindspore.ops) cdist() (in module mindspore.ops) Ceil (class in mindspore.ops) ceil() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) CelebADataset (class in mindspore.dataset) Cell (class in mindspore.nn) CellDict (class in mindspore.nn) CellList (class in mindspore.nn) cells() (mindspore.nn.Cell method) cells_and_names() (mindspore.nn.Cell method) CELU (class in mindspore.nn) CeLU (class in mindspore.ops) celu() (in module mindspore.ops) CenterCrop (class in mindspore.dataset.vision) channel_shuffle() (in module mindspore.ops) ChannelShuffle (class in mindspore.nn) (class in mindspore.ops) CharNGram (class in mindspore.dataset.text) check_adasum_enable() (mindspore.boost.BoostTrainOneStepCell method) check_dim_reduce_enable() (mindspore.boost.BoostTrainOneStepCell method) check_dtype() (mindspore.ops.PrimitiveWithCheck method) check_elim() (mindspore.ops.Primitive method) check_names() (mindspore.nn.Cell method) check_shape() (mindspore.ops.PrimitiveWithCheck method) check_valid() (in module mindspore.ops) CheckpointConfig (class in mindspore.train) CheckValid (class in mindspore.ops) cho_factor() (in module mindspore.scipy.linalg) cho_solve() (in module mindspore.scipy.linalg) choice_with_mask() (in module mindspore.ops) Cholesky (class in mindspore.ops) cholesky() (in module mindspore.ops) (in module mindspore.scipy.linalg) (mindspore.Tensor method) cholesky_solve() (in module mindspore.ops) (mindspore.Tensor method) choose() (in module mindspore.numpy) (mindspore.Tensor method) chunk() (in module mindspore.ops) (mindspore.Tensor method) Cifar100Dataset (class in mindspore.dataset) Cifar100ToMR (class in mindspore.mindrecord) Cifar10Dataset (class in mindspore.dataset) Cifar10ToMR (class in mindspore.mindrecord) CityscapesDataset (class in mindspore.dataset) clamp() (in module mindspore.ops) (mindspore.Tensor method) clean_ckpt() (mindspore.SummaryLandscape method) clear() (mindspore.nn.CellDict method) (mindspore.train.Accuracy method) (mindspore.train.BleuScore method) (mindspore.train.ConfusionMatrix method) (mindspore.train.ConfusionMatrixMetric method) (mindspore.train.CosineSimilarity method) (mindspore.train.Dice method) (mindspore.train.Fbeta method) (mindspore.train.HausdorffDistance method) (mindspore.train.Loss method) (mindspore.train.MAE method) (mindspore.train.MeanSurfaceDistance method) (mindspore.train.Metric method) (mindspore.train.MSE method) (mindspore.train.OcclusionSensitivity method) (mindspore.train.Perplexity method) (mindspore.train.Precision method) (mindspore.train.Recall method) (mindspore.train.ROC method) (mindspore.train.RootMeanSquareDistance method) (mindspore.train.TopKCategoricalAccuracy method) clip() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) clip_by_global_norm() (in module mindspore.ops) clip_by_norm() (in module mindspore.ops) clip_by_value() (in module mindspore.ops) clone() (mindspore.Parameter method) (mindspore.ParameterTuple method) close() (mindspore.dataset.utils.LineReader method) (mindspore.mindrecord.FileReader method) (mindspore.SummaryRecord method) CLUEDataset (class in mindspore.dataset) CMUArcticDataset (class in mindspore.dataset) coalesce() (mindspore.COOTensor method) CocoDataset (class in mindspore.dataset) Col2Im (class in mindspore.ops) col2im() (in module mindspore.ops) (mindspore.Tensor method) column_stack() (in module mindspore.numpy) (in module mindspore.ops) combinations() (in module mindspore.ops) comm_fusion (mindspore.Parameter property) commit() (mindspore.mindrecord.FileWriter method) compare() (in module mindspore.dataset) compile() (mindspore.nn.Cell method) compile_and_run() (mindspore.nn.Cell method) Complex (class in mindspore.ops) ComplexAbs (class in mindspore.ops) ComplexNorm (class in mindspore.dataset.audio) Compose (class in mindspore.dataset.transforms) compute() (mindspore.dataset.debug.DebugHook method) compute_cost() (mindspore.ops.TBERegOp method) ComputeAccidentalHits (class in mindspore.ops) ComputeDeltas (class in mindspore.dataset.audio) Concat (class in mindspore.ops) concat() (in module mindspore.ops) (mindspore.dataset.Dataset method) Concatenate (class in mindspore.dataset.transforms) concatenate() (in module mindspore.numpy) concentration (mindspore.nn.probability.distribution.Gamma property) concentration0 (mindspore.nn.probability.distribution.Beta property) concentration1 (mindspore.nn.probability.distribution.Beta property) cond() (in module mindspore.ops) ConfusionMatrix (class in mindspore.train) ConfusionMatrixMetric (class in mindspore.train) Conj (class in mindspore.ops) conj() (in module mindspore.ops) (mindspore.Tensor method) CoNLL2000Dataset (class in mindspore.dataset) connect_network_with_dataset() (in module mindspore) Constant (class in mindspore.common.initializer) ConstantLR (class in mindspore.experimental.optim.lr_scheduler) ConstantPad1d (class in mindspore.nn) ConstantPad2d (class in mindspore.nn) ConstantPad3d (class in mindspore.nn) constexpr() (in module mindspore) construct() (mindspore.nn.Cell method) (mindspore.nn.probability.bijector.Bijector method) (mindspore.nn.probability.distribution.Distribution method) contiguous() (mindspore.Tensor method) continue_send() (mindspore.DatasetHelper method) Contrast (class in mindspore.dataset.audio) Conv1d (class in mindspore.nn) conv1d() (in module mindspore.ops) Conv1dTranspose (class in mindspore.nn) Conv2d (class in mindspore.nn) Conv2D (class in mindspore.ops) conv2d() (in module mindspore.ops) Conv2dTranspose (class in mindspore.nn) Conv2DTranspose (class in mindspore.ops) Conv3d (class in mindspore.nn)

Conv3D (class in mindspore.ops) conv3d() (in module mindspore.ops) Conv3dTranspose (class in mindspore.nn) Conv3DTranspose (class in mindspore.ops) convert_model() (in module mindspore) convert_to_thor_model() (mindspore.train.ConvertModelUtils static method) convert_to_thor_net() (mindspore.train.ConvertNetUtils method) ConvertColor (class in mindspore.dataset.vision) ConvertMode (class in mindspore.dataset.vision) ConvertModelUtils (class in mindspore.train) ConvertNetUtils (class in mindspore.train) convolve() (in module mindspore.numpy) coo_abs() (in module mindspore.ops) coo_acos() (in module mindspore.ops) coo_acosh() (in module mindspore.ops) coo_add() (in module mindspore.ops) coo_asin() (in module mindspore.ops) coo_asinh() (in module mindspore.ops) coo_atan() (in module mindspore.ops) coo_atanh() (in module mindspore.ops) coo_ceil() (in module mindspore.ops) coo_concat() (in module mindspore.ops) coo_cos() (in module mindspore.ops) coo_cosh() (in module mindspore.ops) coo_exp() (in module mindspore.ops) coo_expm1() (in module mindspore.ops) coo_floor() (in module mindspore.ops) coo_inv() (in module mindspore.ops) coo_isfinite() (in module mindspore.ops) coo_isinf() (in module mindspore.ops) coo_isnan() (in module mindspore.ops) coo_log() (in module mindspore.ops) coo_log1p() (in module mindspore.ops) coo_neg() (in module mindspore.ops) coo_relu() (in module mindspore.ops) coo_relu6() (in module mindspore.ops) coo_round() (in module mindspore.ops) coo_sigmoid() (in module mindspore.ops) coo_sin() (in module mindspore.ops) coo_sinh() (in module mindspore.ops) coo_softsign() (in module mindspore.ops) coo_sqrt() (in module mindspore.ops) coo_square() (in module mindspore.ops) coo_tan() (in module mindspore.ops) coo_tanh() (in module mindspore.ops) COOTensor (class in mindspore) copy() (in module mindspore.numpy) (mindspore.Parameter method) (mindspore.Tensor method) copysign() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) corrcoef() (in module mindspore.numpy) correlate() (in module mindspore.numpy) Cos (class in mindspore.ops) cos() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Cosh (class in mindspore.ops) cosh() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) cosine_decay_lr() (in module mindspore.nn) cosine_embedding_loss() (in module mindspore.ops) cosine_similarity() (in module mindspore.ops) CosineAnnealingLR (class in mindspore.experimental.optim.lr_scheduler) CosineAnnealingWarmRestarts (class in mindspore.experimental.optim.lr_scheduler) CosineDecayLR (class in mindspore.nn) CosineEmbeddingLoss (class in mindspore.nn) CosineSimilarity (class in mindspore.train) count_nonzero() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) cov() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) create() (mindspore.rewrite.SymbolTree class method) create_call_cell() (mindspore.rewrite.Node static method) create_call_function() (mindspore.rewrite.Node static method) create_dct() (in module mindspore.dataset.audio) create_dict_iterator() (mindspore.dataset.Dataset method) create_group() (in module mindspore.communication) create_name_values() (mindspore.rewrite.ScopedValue static method) create_naming_value() (mindspore.rewrite.ScopedValue class method) create_tuple_iterator() (mindspore.dataset.Dataset method) create_variable_value() (mindspore.rewrite.ScopedValue class method) Crop (class in mindspore.dataset.vision) crop_and_resize() (in module mindspore.ops) CropAndResize (class in mindspore.ops) Cross (class in mindspore.ops) cross() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) cross_entropy() (in module mindspore.ops) (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Uniform method) CrossEntropyLoss (class in mindspore.nn) csr_abs() (in module mindspore.ops) csr_acos() (in module mindspore.ops) csr_acosh() (in module mindspore.ops) csr_add() (in module mindspore.ops) csr_asin() (in module mindspore.ops) csr_asinh() (in module mindspore.ops) csr_atan() (in module mindspore.ops) csr_atanh() (in module mindspore.ops) csr_ceil() (in module mindspore.ops) csr_cos() (in module mindspore.ops) csr_cosh() (in module mindspore.ops) csr_exp() (in module mindspore.ops) csr_expm1() (in module mindspore.ops) csr_floor() (in module mindspore.ops) csr_inv() (in module mindspore.ops) csr_isfinite() (in module mindspore.ops) csr_isinf() (in module mindspore.ops) csr_isnan() (in module mindspore.ops) csr_log() (in module mindspore.ops) csr_log1p() (in module mindspore.ops) csr_mm() (in module mindspore.ops) csr_neg() (in module mindspore.ops) csr_relu() (in module mindspore.ops) csr_relu6() (in module mindspore.ops) csr_round() (in module mindspore.ops) csr_sigmoid() (in module mindspore.ops) csr_sin() (in module mindspore.ops) csr_sinh() (in module mindspore.ops) csr_softmax() (in module mindspore.ops) csr_softsign() (in module mindspore.ops) csr_sqrt() (in module mindspore.ops) csr_square() (in module mindspore.ops) csr_tan() (in module mindspore.ops) csr_tanh() (in module mindspore.ops) csr_to_coo() (in module mindspore.ops) CSRTensor (class in mindspore) CSVDataset (class in mindspore.dataset) CsvToMR (class in mindspore.mindrecord) ctc_greedy_decoder() (in module mindspore.ops) ctc_loss() (in module mindspore.ops) CTCGreedyDecoder (class in mindspore.ops) CTCLoss (class in mindspore.nn) (class in mindspore.ops) CTCLossV2 (class in mindspore.ops) Cummax (class in mindspore.ops) cummax() (in module mindspore.ops) (mindspore.Tensor method) Cummin (class in mindspore.ops) cummin() (in module mindspore.ops) (mindspore.Tensor method) CumProd (class in mindspore.ops) cumprod() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) CumSum (class in mindspore.ops) cumsum() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) current_stream() (in module mindspore.hal) Custom (class in mindspore.ops) custom_info_register() (in module mindspore.ops) custom_mixed_precision() (in module mindspore.amp) CustomRegOp (class in mindspore.ops) CutMixBatch (class in mindspore.dataset.vision) CutOut (class in mindspore.dataset.vision) CyclicLR (class in mindspore.experimental.optim.lr_scheduler)

D

data (mindspore.Parameter property) data_sink() (in module mindspore) DataFormatDimMap (class in mindspore.ops) DatasetCache (class in mindspore.dataset) DatasetHelper (class in mindspore) DataType (class in mindspore.ops) DBpediaDataset (class in mindspore.dataset) DBToAmplitude (class in mindspore.dataset.audio) DCShift (class in mindspore.dataset.audio) DebugHook (class in mindspore.dataset.debug) decay_weight() (mindspore.nn.Optimizer method) Decode (class in mindspore.dataset.vision) DeemphBiquad (class in mindspore.dataset.audio) deepcopy() (in module mindspore.ops) default_stream() (in module mindspore.hal) deformable_conv2d() (in module mindspore.ops) deg2rad() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) del_prim_attr() (mindspore.ops.Primitive method) Dense (class in mindspore.nn) (class in mindspore.ops) dense() (in module mindspore.ops) dense_to_sparse_coo() (in module mindspore.ops) dense_to_sparse_csr() (in module mindspore.ops) DensityFunction (class in mindspore.dataset.audio) Depend (class in mindspore.ops) DepthToSpace (class in mindspore.ops) derivative() (in module mindspore.ops) deserialize() (in module mindspore.dataset) destroy_group() (in module mindspore.communication) DetectPitchFrequency (class in mindspore.dataset.audio) device() (mindspore.dataset.vision.AdjustBrightness method) (mindspore.dataset.vision.AdjustContrast method) (mindspore.dataset.vision.AdjustHue method) (mindspore.dataset.vision.AdjustSaturation method) (mindspore.dataset.vision.Affine method) (mindspore.dataset.vision.Crop method) (mindspore.dataset.vision.Decode method) (mindspore.dataset.vision.GaussianBlur method) (mindspore.dataset.vision.HorizontalFlip method) (mindspore.dataset.vision.Normalize method) (mindspore.dataset.vision.Pad method) (mindspore.dataset.vision.Perspective method) (mindspore.dataset.vision.Resize method) (mindspore.dataset.vision.ResizedCrop method) (mindspore.dataset.vision.VerticalFlip method) device_count() (in module mindspore.hal) Diag (class in mindspore.ops) diag() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) diag_embed() (in module mindspore.ops) diag_indices() (in module mindspore.numpy) diagflat() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) diagonal() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) diagonal_scatter() (in module mindspore.ops) (mindspore.Tensor method) Dice (class in mindspore.train) DiceLoss (class in mindspore.nn) diff() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method)

Digamma (class in mindspore.ops) digamma() (in module mindspore.ops) (mindspore.Tensor method) digitize() (in module mindspore.numpy) DimReduce (class in mindspore.boost) Dirac (class in mindspore.common.initializer) dist() (in module mindspore.ops) DistributedGradReducer (class in mindspore.nn) DistributedSampler (class in mindspore.dataset) Distribution (class in mindspore.nn.probability.distribution) distribution (mindspore.nn.probability.distribution.TransformedDistribution property) Dither (class in mindspore.dataset.audio) Div (class in mindspore.ops) div() (in module mindspore.ops) (mindspore.Tensor method) DIV2KDataset (class in mindspore.dataset) divide() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) divmod() (in module mindspore.numpy) DivNoNan (class in mindspore.ops) dot() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Dropout (class in mindspore.nn) (class in mindspore.ops) dropout() (in module mindspore.ops) Dropout1d (class in mindspore.nn) dropout1d() (in module mindspore.ops) Dropout2d (class in mindspore.nn) Dropout2D (class in mindspore.ops) dropout2d() (in module mindspore.ops) Dropout3d (class in mindspore.nn) Dropout3D (class in mindspore.ops) dropout3d() (in module mindspore.ops) ds_begin() (mindspore.dataset.DSCallback method) ds_epoch_begin() (mindspore.dataset.DSCallback method) ds_epoch_end() (mindspore.dataset.DSCallback method) ds_step_begin() (mindspore.dataset.DSCallback method) ds_step_end() (mindspore.dataset.DSCallback method) DSCallback (class in mindspore.dataset) dsplit() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) dstack() (in module mindspore.numpy) (in module mindspore.ops) DType (class in mindspore.ops) dtype (mindspore.COOTensor property) (mindspore.CSRTensor property) (mindspore.nn.probability.distribution.TransformedDistribution property) (mindspore.Tensor property) dtype_format() (mindspore.ops.CustomRegOp method) dtype_to_nptype() (in module mindspore) dtype_to_pytype() (in module mindspore) Duplicate (class in mindspore.dataset.transforms) dyn_shape() (in module mindspore.ops) dynamic_compile_static() (mindspore.ops.TBERegOp method) dynamic_rank_support() (mindspore.ops.TBERegOp method) dynamic_shape() (mindspore.ops.TBERegOp method) DynamicGRUV2 (class in mindspore.ops) DynamicLossScaleManager (class in mindspore.amp) DynamicLossScaler (class in mindspore.amp) DynamicLossScaleUpdateCell (class in mindspore.nn) DynamicRNN (class in mindspore.ops)

E

EarlyStopping (class in mindspore.train) ediff1d() (in module mindspore.numpy) EditDistance (class in mindspore.ops) eigh() (in module mindspore.scipy.linalg) eigvals() (in module mindspore.ops) (mindspore.Tensor method) Einsum (class in mindspore.ops) einsum() (in module mindspore.ops) elapsed_time() (mindspore.hal.Event method) ELU (class in mindspore.nn) Elu (class in mindspore.ops) elu() (in module mindspore.ops) Embedding (class in mindspore.nn) EmbeddingLookup (class in mindspore.nn) (class in mindspore.ops) EMnistDataset (class in mindspore.dataset) empty() (in module mindspore.numpy) empty_like() (in module mindspore.numpy) enc_key (mindspore.train.CheckpointConfig property) enc_mode (mindspore.train.CheckpointConfig property) encode_jpeg() (in module mindspore.dataset.vision) encode_png() (in module mindspore.dataset.vision) end() (mindspore.train.Callback method) (mindspore.train.ModelCheckpoint method) entropy() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Uniform method) EnWik9Dataset (class in mindspore.dataset) epoch_begin() (mindspore.train.Callback method) (mindspore.train.TimeMonitor method) epoch_end() (mindspore.train.Callback method) (mindspore.train.History method) (mindspore.train.TimeMonitor method) Eps (class in mindspore.ops) eps() (in module mindspore.ops) eq() (in module mindspore.ops) (mindspore.Tensor method) Equal (class in mindspore.ops) equal() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) EqualCount (class in mindspore.ops) Equalize (class in mindspore.dataset.vision) EqualizerBiquad (class in mindspore.dataset.audio) Erase (class in mindspore.dataset.vision) erase() (mindspore.rewrite.SymbolTree method) Erf (class in mindspore.ops) erf() (in module mindspore.ops) (mindspore.Tensor method)

Erfc (class in mindspore.ops) erfc() (in module mindspore.ops) (mindspore.Tensor method) Erfinv (class in mindspore.ops) erfinv() (in module mindspore.ops) (mindspore.Tensor method) ErrorSamplesMode (class in mindspore.dataset.config) eval() (mindspore.train.Accuracy method) (mindspore.train.BleuScore method) (mindspore.train.ConfusionMatrix method) (mindspore.train.ConfusionMatrixMetric method) (mindspore.train.CosineSimilarity method) (mindspore.train.Dice method) (mindspore.train.Fbeta method) (mindspore.train.HausdorffDistance method) (mindspore.train.Loss method) (mindspore.train.MAE method) (mindspore.train.MeanSurfaceDistance method) (mindspore.train.Metric method) (mindspore.train.Model method) (mindspore.train.MSE method) (mindspore.train.OcclusionSensitivity method) (mindspore.train.Perplexity method) (mindspore.train.Precision method) (mindspore.train.Recall method) (mindspore.train.ROC method) (mindspore.train.RootMeanSquareDistance method) (mindspore.train.TopKCategoricalAccuracy method) eval_network (mindspore.train.Model property) Event (class in mindspore.hal) exec_checkpoint_graph() (mindspore.nn.Cell method) Exp (class in mindspore.nn.probability.bijector) (class in mindspore.ops) exp() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) exp2() (in module mindspore.numpy) (in module mindspore.ops) expand_as() (mindspore.Tensor method) expand_dims() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) ExpandDims (class in mindspore.ops) Expm1 (class in mindspore.ops) expm1() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Exponential (class in mindspore.nn.probability.distribution) exponential_decay_lr() (in module mindspore.nn) ExponentialDecayLR (class in mindspore.nn) ExponentialLR (class in mindspore.experimental.optim.lr_scheduler) export() (in module mindspore) extend() (mindspore.nn.CellList method) extend_repr() (mindspore.nn.Cell method) ExtractVolumePatches (class in mindspore.ops) Eye (class in mindspore.ops) eye() (in module mindspore.numpy) (in module mindspore.ops)

F

F1 (class in mindspore.train) Fade (class in mindspore.dataset.audio) FadeShape (class in mindspore.dataset.audio) FakeImageDataset (class in mindspore.dataset) FashionMnistDataset (class in mindspore.dataset) fast_gelu() (in module mindspore.ops) FastGelu (class in mindspore.nn) FastGeLU (class in mindspore.ops) FastText (class in mindspore.dataset.text) Fbeta (class in mindspore.train) FFTWithSize (class in mindspore.ops) FileReader (class in mindspore.mindrecord) FileWriter (class in mindspore.mindrecord) Fill (class in mindspore.dataset.transforms) (class in mindspore.ops) fill() (in module mindspore.ops) fill_diagonal() (mindspore.Tensor method) FillDiagonal (class in mindspore.ops) FillV2 (class in mindspore.ops) filter() (mindspore.dataset.Dataset method) FilterWikipediaXML (class in mindspore.dataset.text) Filtfilt (class in mindspore.dataset.audio) fit() (mindspore.train.Model method) FiveCrop (class in mindspore.dataset.vision) fix() (in module mindspore.numpy) FixedLossScaleManager (class in mindspore.amp) FixedLossScaleUpdateCell (class in mindspore.nn) Flanger (class in mindspore.dataset.audio) flat_map() (mindspore.dataset.Dataset method) Flatten (class in mindspore.nn) (class in mindspore.ops) flatten() (in module mindspore.ops) (mindspore.Tensor method) flatten_gradients() (mindspore.nn.Optimizer method) flatten_weights() (mindspore.nn.Cell method) FlickrDataset (class in mindspore.dataset) flip() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) fliplr() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) flipud() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) float() (mindspore.Tensor method) float_power() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) FloatStatus (class in mindspore.ops) Floor (class in mindspore.ops) floor() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) floor_div() (in module mindspore.ops) floor_divide() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method)

floor_mod() (in module mindspore.ops) FloorDiv (class in mindspore.ops) FloorMod (class in mindspore.ops) Flowers102Dataset (class in mindspore.dataset) flush() (mindspore.SummaryRecord method) flush_from_cache() (mindspore.Tensor method) Fmax (class in mindspore.ops) fmax() (in module mindspore.ops) (mindspore.Tensor method) fmod() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) FocalLoss (class in mindspore.nn) fold() (in module mindspore.ops) (mindspore.Tensor method) Food101Dataset (class in mindspore.dataset) forward() (mindspore.nn.probability.bijector.Bijector method) (mindspore.nn.probability.bijector.Exp method) (mindspore.nn.probability.bijector.GumbelCDF method) (mindspore.nn.probability.bijector.Invert method) (mindspore.nn.probability.bijector.PowerTransform method) (mindspore.nn.probability.bijector.ScalarAffine method) (mindspore.nn.probability.bijector.Softplus method) forward_log_jacobian() (mindspore.nn.probability.bijector.Bijector method) (mindspore.nn.probability.bijector.Exp method) (mindspore.nn.probability.bijector.GumbelCDF method) (mindspore.nn.probability.bijector.Invert method) (mindspore.nn.probability.bijector.PowerTransform method) (mindspore.nn.probability.bijector.ScalarAffine method) (mindspore.nn.probability.bijector.Softplus method) ForwardValueAndGrad (class in mindspore.nn) frac() (in module mindspore.ops) (mindspore.Tensor method) fractional_max_pool3d() (in module mindspore.ops) FractionalMaxPool3d (class in mindspore.nn) FractionalMaxPool3DWithFixedKsize (class in mindspore.ops) freeze_cell() (in module mindspore.boost) freeze_generate() (mindspore.boost.GradientFreeze method) FreezeOpt (class in mindspore.boost) FrequencyMasking (class in mindspore.dataset.audio) from_dataset() (mindspore.dataset.text.SentencePieceVocab class method) (mindspore.dataset.text.Vocab class method) from_dict() (mindspore.dataset.text.Vocab class method) from_file() (mindspore.dataset.text.CharNGram class method) (mindspore.dataset.text.FastText class method) (mindspore.dataset.text.GloVe class method) (mindspore.dataset.text.SentencePieceVocab class method) (mindspore.dataset.text.Vectors class method) (mindspore.dataset.text.Vocab class method) from_json() (mindspore.dataset.Schema method) from_list() (mindspore.dataset.text.Vocab class method) from_numpy() (mindspore.Tensor static method) FTRL (class in mindspore.nn) full() (in module mindspore.numpy) (in module mindspore.ops) full_like() (in module mindspore.numpy) (in module mindspore.ops)

G

Gain (class in mindspore.dataset.audio) GainType (class in mindspore.dataset.audio) Gamma (class in mindspore.nn.probability.distribution) (class in mindspore.ops) gamma() (in module mindspore.ops) Gather (class in mindspore.ops) gather() (in module mindspore.ops) (mindspore.Tensor method) gather_d() (in module mindspore.ops) gather_elements() (in module mindspore.ops) (mindspore.Tensor method) gather_nd() (in module mindspore.ops) (mindspore.Tensor method) GatherD (class in mindspore.ops) GatherNd (class in mindspore.ops) gaussian_nll_loss() (in module mindspore.ops) GaussianBlur (class in mindspore.dataset.vision) GaussianNLLLoss (class in mindspore.nn) Gcd (class in mindspore.ops) gcd() (in module mindspore.numpy) (in module mindspore.ops) ge() (in module mindspore.ops) (mindspore.Tensor method) GELU (class in mindspore.nn) GeLU (class in mindspore.ops) gelu() (in module mindspore.ops) gen_landscapes_with_multi_process() (mindspore.SummaryLandscape method) generate_freeze_index_sequence() (mindspore.boost.GradientFreeze method) generate_group_params() (mindspore.boost.ParameterProcess static method) generate_new_optimizer() (mindspore.boost.OptimizerProcess method) generate_params() (mindspore.ops.silent_check.ASDBase method) generate_scope() (mindspore.nn.Cell method) GeneratorDataset (class in mindspore.dataset) Geometric (class in mindspore.nn.probability.distribution) geomspace() (in module mindspore.numpy) Geqrf (class in mindspore.ops) geqrf() (in module mindspore.ops) (mindspore.Tensor method) Ger (class in mindspore.ops) ger() (in module mindspore.ops) (mindspore.Tensor method) get_activation() (in module mindspore.nn) get_algo_parameters() (in module mindspore) get_arch_list() (in module mindspore.hal) get_args() (mindspore.rewrite.Node method) get_auto_num_workers() (in module mindspore.dataset.config) get_auto_offload() (in module mindspore.dataset.config) get_auto_parallel_context() (in module mindspore) get_autotune_interval() (in module mindspore.dataset.config) get_axis() (mindspore.nn.LossBase method) get_batch_num() (mindspore.dataset.BatchInfo method) get_batch_size() (mindspore.dataset.Dataset method) get_black_list() (in module mindspore.amp) get_callback_timeout() (in module mindspore.dataset.config) get_checkpoint_policy() (mindspore.train.CheckpointConfig method) get_child() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler method) (mindspore.dataset.WeightedRandomSampler method) get_class_indexing() (mindspore.dataset.Dataset method) get_code() (mindspore.rewrite.SymbolTree method) get_col_names() (mindspore.dataset.Dataset method) get_context() (in module mindspore) get_dataset_size() (mindspore.dataset.Dataset method) get_debug_mode() (in module mindspore.dataset.config) get_device_capability() (in module mindspore.hal) get_device_name() (in module mindspore.hal) get_device_properties() (in module mindspore.hal) get_dist_args() (mindspore.nn.probability.distribution.Distribution method) get_dist_type() (mindspore.nn.probability.distribution.Distribution method) get_drop_overflow_update() (mindspore.amp.DynamicLossScaleManager method) (mindspore.amp.FixedLossScaleManager method) get_enable_autotune() (in module mindspore.dataset.config) get_enable_shared_mem() (in module mindspore.dataset.config) get_enable_watchdog() (in module mindspore.dataset.config) get_epoch_num() (mindspore.dataset.BatchInfo method) get_error_samples_mode() (in module mindspore.dataset.config) get_fast_recovery() (in module mindspore.dataset.config) get_flags() (mindspore.nn.Cell method) get_func_graph_proto() (mindspore.nn.Cell method) get_grad() (in module mindspore) get_group_rank_from_world_rank() (in module mindspore.communication) get_group_size() (in module mindspore.communication) get_image_num_channels() (in module mindspore.dataset.vision) get_image_size() (in module mindspore.dataset.vision) get_inputs() (mindspore.nn.Cell method) (mindspore.rewrite.Node method) get_instance_type() (mindspore.rewrite.Node method) get_kwargs() (mindspore.rewrite.Node method) get_last_lr() (mindspore.experimental.optim.lr_scheduler.LRScheduler method) (mindspore.experimental.optim.lr_scheduler.ReduceLROnPlateau method) (mindspore.experimental.optim.lr_scheduler.SequentialLR 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() (mindspore.nn.LossBase method) get_loss_scale() (mindspore.amp.DynamicLossScaleManager method) (mindspore.amp.FixedLossScaleManager method) (mindspore.amp.LossScaleManager method) (mindspore.boost.GroupLossScaleManager method) (mindspore.nn.DynamicLossScaleUpdateCell method) (mindspore.nn.FixedLossScaleUpdateCell method) get_lr() (mindspore.nn.Optimizer method) get_lr_parameter() (mindspore.nn.Optimizer method) get_metric_fn() (in module mindspore.train) get_monitor_sampling_interval() (in module mindspore.dataset.config) get_multiprocessing_timeout_interval() (in module mindspore.dataset.config) get_name() (mindspore.rewrite.Node method) get_network() (mindspore.rewrite.SymbolTree method) get_next() (mindspore.mindrecord.FileReader method) get_node() (mindspore.rewrite.SymbolTree method) get_node_type() (mindspore.rewrite.Node method) get_num_parallel_workers() (in module mindspore.dataset.config) get_num_samples() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.WeightedRandomSampler method) get_numa_enable() (in module mindspore.dataset.config) get_offload_context() (in module mindspore) get_op_info() (mindspore.ops.CustomRegOp method) get_overflow_status() (mindspore.nn.TrainOneStepWithLossScaleCell method) get_parameters() (mindspore.nn.Cell method) get_prefetch_size() (in module mindspore.dataset.config) get_ps_context() (in module mindspore) get_py_obj_dtype() (in module mindspore) get_rank() (in module mindspore.communication) get_repeat_count() (mindspore.dataset.Dataset method) get_scope() (mindspore.nn.Cell method) get_seed() (in module mindspore) (in module mindspore.dataset.config) get_stat() (mindspore.dataset.DatasetCache method) get_stop_requested() (mindspore.train.RunContext method) get_sub_tree() (mindspore.rewrite.Node method) get_symbol_tree() (mindspore.rewrite.Node method) get_targets() (mindspore.rewrite.Node method) get_update_cell() (mindspore.amp.DynamicLossScaleManager method) (mindspore.amp.FixedLossScaleManager method) (mindspore.amp.LossScaleManager method) (mindspore.boost.GroupLossScaleManager method) get_users() (mindspore.rewrite.Node method) get_vm_impl_fn() (in module mindspore.ops) get_weight_decay() (mindspore.nn.Optimizer method) get_white_list() (in module mindspore.amp) get_world_rank_from_group_rank() (in module mindspore.communication) GetNext (class in mindspore.ops) GetNextSingleOp (class in mindspore.nn) GlobalComm (class in mindspore.communication) GloVe (class in mindspore.dataset.text) GLU (class in mindspore.nn) (class in mindspore.ops) glu() (in module mindspore.ops) grad() (in module mindspore) GradAccumulationCell (class in mindspore.nn) gradient() (in module mindspore.numpy) gradient_accumulation_process() (mindspore.boost.BoostTrainOneStepCell method) gradient_freeze_process() (mindspore.boost.BoostTrainOneStepCell method) GradientAccumulation (class in mindspore.boost) GradientFreeze (class in mindspore.boost) gradients_centralization() (mindspore.nn.Optimizer method) GradOperation (class in mindspore.ops) GraphCell (class in mindspore.nn) Grayscale (class in mindspore.dataset.vision) Greater (class in mindspore.ops) greater() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) greater_equal() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) GreaterEqual (class in mindspore.ops) grid_sample() (in module mindspore.ops) GridSampler2D (class in mindspore.ops) GridSampler3D (class in mindspore.ops) GriffinLim (class in mindspore.dataset.audio) GroupLossScaleManager (class in mindspore.boost) GroupNorm (class in mindspore.nn) GRU (class in mindspore.nn) GRUCell (class in mindspore.nn) gt() (in module mindspore.ops) (mindspore.Tensor method) GTZANDataset (class in mindspore.dataset) Gumbel (class in mindspore.nn.probability.distribution) gumbel_softmax() (in module mindspore.ops) GumbelCDF (class in mindspore.nn.probability.bijector)

H

H (mindspore.Tensor property) half() (mindspore.Tensor method) HalfNormal (class in mindspore.nn.probability.distribution) hamming() (in module mindspore.numpy) hamming_window() (in module mindspore.ops) HammingWindow (class in mindspore.ops) hann_window() (in module mindspore.ops) hanning() (in module mindspore.numpy) hardshrink() (in module mindspore.ops) (mindspore.Tensor method) hardsigmoid() (in module mindspore.ops) hardswish() (in module mindspore.ops) Hardtanh (class in mindspore.nn) hardtanh() (in module mindspore.ops) has_init (mindspore.Tensor property) HausdorffDistance (class in mindspore.train) Heaviside (class in mindspore.ops) heaviside() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) HeNormal (class in mindspore.common.initializer) HeUniform (class in mindspore.common.initializer) high (mindspore.nn.probability.distribution.Uniform property) HighpassBiquad (class in mindspore.dataset.audio) hinge_embedding_loss() (in module mindspore.ops) HingeEmbeddingLoss (class in mindspore.nn) histc() (in module mindspore.ops) (mindspore.Tensor method)

histogram() (in module mindspore.numpy) histogram2d() (in module mindspore.numpy) histogram_bin_edges() (in module mindspore.numpy) histogramdd() (in module mindspore.numpy) HistogramFixedWidth (class in mindspore.ops) HistogramSummary (class in mindspore.ops) History (class in mindspore.train) HookBackward (class in mindspore.ops) HorizontalFlip (class in mindspore.dataset.vision) HShrink (class in mindspore.nn) (class in mindspore.ops) HSigmoid (class in mindspore.nn) (class in mindspore.ops) hsplit() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) hstack() (in module mindspore.numpy) (in module mindspore.ops) HsvToRgb (class in mindspore.dataset.vision) HSwish (class in mindspore.nn) (class in mindspore.ops) huber_loss() (in module mindspore.ops) HuberLoss (class in mindspore.nn) HWC2CHW (class in mindspore.dataset.vision) HyperMap (class in mindspore.ops) Hypot (class in mindspore.ops) hypot() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method)

I

i0() (in module mindspore.ops) (mindspore.Tensor method) Identity (class in mindspore.common.initializer) (class in mindspore.nn) (class in mindspore.ops) identity() (in module mindspore.numpy) ids_to_tokens() (mindspore.dataset.text.Vocab method) Igamma (class in mindspore.ops) igamma() (in module mindspore.ops) (mindspore.Tensor method) Igammac (class in mindspore.ops) igammac() (in module mindspore.ops) (mindspore.Tensor method) Im2Col (class in mindspore.ops) Imag (class in mindspore.ops) imag() (in module mindspore.ops) (mindspore.Tensor method) ImageBatchFormat (class in mindspore.dataset.vision) ImageFolderDataset (class in mindspore.dataset) ImageNetToMR (class in mindspore.mindrecord) ImageReadMode (class in mindspore.dataset.vision) ImageSummary (class in mindspore.ops) IMDBDataset (class in mindspore.dataset) imshow_det_bbox() (in module mindspore.dataset.utils) in1d() (in module mindspore.numpy) in_cooldown() (mindspore.experimental.optim.lr_scheduler.ReduceLROnPlateau method) index_add() (in module mindspore.ops) (mindspore.Tensor method) index_fill() (in module mindspore.ops) (mindspore.Tensor method) index_put() (mindspore.Tensor method) index_select() (in module mindspore.ops) (mindspore.Tensor method) IndexAdd (class in mindspore.ops) indexes (mindspore.train.Metric property) IndexFill (class in mindspore.ops) IndexPut (class in mindspore.ops) indices (mindspore.COOTensor property) (mindspore.CSRTensor property) (mindspore.SparseTensor property) indices() (in module mindspore.numpy) indptr (mindspore.CSRTensor property) infer_param_pipeline_stage() (mindspore.nn.Cell method) infer_predict_layout() (mindspore.train.Model method) infer_train_layout() (mindspore.train.Model method) init() (in module mindspore.communication) init_data() (mindspore.Parameter method) (mindspore.Tensor 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) inner() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) inplace_add() (in module mindspore.ops) inplace_index_add() (in module mindspore.ops) inplace_sub() (in module mindspore.ops) inplace_update() (in module mindspore.ops) (mindspore.Tensor method) InplaceAdd (class in mindspore.ops) InplaceIndexAdd (class in mindspore.ops) InplaceSub (class in mindspore.ops) InplaceUpdate (class in mindspore.ops) InplaceUpdateV2 (class in mindspore.ops) input() (mindspore.ops.CustomRegOp method) (mindspore.ops.TBERegOp method) input_indexs (mindspore.dataset.Dataset property) input_to_attr_index() (mindspore.ops.TBERegOp method) insert() (mindspore.nn.CellList method) (mindspore.rewrite.SymbolTree method) insert_child_to_cell() (mindspore.nn.Cell method) insert_param_to_cell() (mindspore.nn.Cell method) InsertGradientOf (class in mindspore.ops) InstanceNorm1d (class in mindspore.nn) InstanceNorm2d (class in mindspore.nn) InstanceNorm3d (class in mindspore.nn) int() (mindspore.Tensor method) integrated_save (mindspore.train.CheckpointConfig property) Inter (class in mindspore.dataset.vision) interp() (in module mindspore.numpy) interpolate() (in module mindspore.ops)

Interpolation (class in mindspore.dataset.audio) intersect1d() (in module mindspore.numpy) InTopK (class in mindspore.ops) intopk() (in module mindspore.ops) Inv (class in mindspore.ops) inv() (in module mindspore.ops) (in module mindspore.scipy.linalg) (mindspore.Tensor method) inverse() (in module mindspore.ops) (mindspore.nn.probability.bijector.Bijector method) (mindspore.nn.probability.bijector.Exp method) (mindspore.nn.probability.bijector.GumbelCDF method) (mindspore.nn.probability.bijector.Invert method) (mindspore.nn.probability.bijector.PowerTransform method) (mindspore.nn.probability.bijector.ScalarAffine method) (mindspore.nn.probability.bijector.Softplus method) (mindspore.Tensor method) inverse_decay_lr() (in module mindspore.nn) inverse_log_jacobian() (mindspore.nn.probability.bijector.Bijector method) (mindspore.nn.probability.bijector.Exp method) (mindspore.nn.probability.bijector.GumbelCDF method) (mindspore.nn.probability.bijector.Invert method) (mindspore.nn.probability.bijector.PowerTransform method) (mindspore.nn.probability.bijector.ScalarAffine method) (mindspore.nn.probability.bijector.Softplus method) InverseDecayLR (class in mindspore.nn) InverseMelScale (class in mindspore.dataset.audio) InverseSpectrogram (class in mindspore.dataset.audio) Invert (class in mindspore.dataset.vision) (class in mindspore.nn.probability.bijector) (class in mindspore.ops) invert() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) InvertPermutation (class in mindspore.ops) IOU (class in mindspore.ops) iou() (in module mindspore.ops) is_available() (in module mindspore.hal) is_complex() (in module mindspore.ops) (mindspore.Tensor method) is_contiguous() (mindspore.Tensor method) is_dynamic_format() (mindspore.ops.TBERegOp method) is_floating_point() (in module mindspore.ops) (mindspore.Tensor method) is_initialized() (in module mindspore.hal) is_linear_transformation (mindspore.nn.probability.distribution.TransformedDistribution property) is_nonzero() (in module mindspore.ops) is_signed() (mindspore.Tensor method) is_tensor() (in module mindspore.ops) IsClose (class in mindspore.ops) isclose() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) IsFinite (class in mindspore.ops) isfinite() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) isin() (in module mindspore.numpy) IsInf (class in mindspore.ops) isinf() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) IsNan (class in mindspore.ops) isnan() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) isneginf() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) isposinf() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) isreal() (in module mindspore.ops) (mindspore.Tensor method) isscalar() (in module mindspore.numpy) item() (mindspore.Tensor method) items() (mindspore.nn.CellDict method) itemset() (mindspore.Tensor method) itemsize (mindspore.COOTensor property) (mindspore.CSRTensor property) (mindspore.Tensor property) IWSLT2016Dataset (class in mindspore.dataset) IWSLT2017Dataset (class in mindspore.dataset) ix_() (in module mindspore.numpy)

J

jacfwd() (in module mindspore) jacrev() (in module mindspore) jet() (in module mindspore.ops) JiebaMode (class in mindspore.dataset.text)

JiebaTokenizer (class in mindspore.dataset.text) jit() (in module mindspore) jit_class() (in module mindspore) JitConfig (class in mindspore) jvp() (in module mindspore)

K

kaiser_window() (in module mindspore.ops) keep_checkpoint_max (mindspore.train.CheckpointConfig property) keep_checkpoint_per_n_minutes (mindspore.train.CheckpointConfig property) kernel() (in module mindspore.ops) kernel_name() (mindspore.ops.TBERegOp method) key (mindspore.Parameter property) keys() (mindspore.nn.CellDict method) KITTIDataset (class in mindspore.dataset) kl_div() (in module mindspore.ops) kl_loss() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Uniform method)

KLDivLoss (class in mindspore.nn) (class in mindspore.ops) KMnistDataset (class in mindspore.dataset) kron() (in module mindspore.numpy) (in module mindspore.ops)

L

l1_loss() (in module mindspore.ops) L1Loss (class in mindspore.nn) L2Loss (class in mindspore.ops) L2Normalize (class in mindspore.ops) Lamb (class in mindspore.nn) LambdaCallback (class in mindspore.train) LambdaLR (class in mindspore.experimental.optim.lr_scheduler) Laplace (class in mindspore.nn.probability.distribution) laplace() (in module mindspore.ops) LARS (class in mindspore.nn) LARSUpdate (class in mindspore.ops) latest_ckpt_file_name (mindspore.train.ModelCheckpoint property) LayerNorm (class in mindspore.nn) (class in mindspore.ops) layerwise_parallel (mindspore.Parameter property) Layout (class in mindspore) lazy_inline() (in module mindspore) LazyAdam (class in mindspore.nn) Lcm (class in mindspore.ops) lcm() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) ldexp() (in module mindspore.ops) (mindspore.Tensor method) le() (in module mindspore.ops) (mindspore.Tensor method) leaky_relu() (in module mindspore.ops) LeakyReLU (class in mindspore.nn) LearningRateScheduler (class in mindspore.train) LeftShift (class in mindspore.ops) len() (mindspore.dataset.utils.LineReader method) (mindspore.mindrecord.FileReader method) Lerp (class in mindspore.ops) lerp() (in module mindspore.ops) (mindspore.Tensor method) Less (class in mindspore.ops) less() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) less_equal() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) LessBN (class in mindspore.boost) LessEqual (class in mindspore.ops) LFCC (class in mindspore.dataset.audio) LFilter (class in mindspore.dataset.audio) LFWDataset (class in mindspore.dataset) LibriTTSDataset (class in mindspore.dataset) line_search() (in module mindspore.scipy.optimize) linear_fbanks() (in module mindspore.dataset.audio) linear_sum_assignment() (in module mindspore.scipy.optimize) LinearLR (class in mindspore.experimental.optim.lr_scheduler) LinearTransformation (class in mindspore.dataset.vision) LineReader (class in mindspore.dataset.utils) LinSpace (class in mindspore.ops) linspace() (in module mindspore.numpy) (in module mindspore.ops) LJSpeechDataset (class in mindspore.dataset) load() (in module mindspore) (in module mindspore.dataset.config) load_checkpoint() (in module mindspore) load_checkpoint_async() (in module mindspore) load_distributed_checkpoint() (in module mindspore) load_mindir() (in module mindspore) load_param_into_net() (in module mindspore) loc (mindspore.nn.probability.bijector.GumbelCDF property) (mindspore.nn.probability.distribution.Cauchy property) (mindspore.nn.probability.distribution.Gumbel property) (mindspore.nn.probability.distribution.Logistic property) (mindspore.nn.probability.distribution.LogNormal property) Log (class in mindspore.ops) log() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) log10() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Log1p (class in mindspore.ops) log1p() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) log2() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) log_cdf() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.TransformedDistribution method) (mindspore.nn.probability.distribution.Uniform method) log_dir (mindspore.SummaryRecord property) log_normal() (mindspore.Tensor method) log_prob() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.HalfNormal method) (mindspore.nn.probability.distribution.Laplace method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.StudentT method) (mindspore.nn.probability.distribution.TransformedDistribution method) (mindspore.nn.probability.distribution.Uniform method)

log_softmax() (in module mindspore.ops) log_survival() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.TransformedDistribution method) (mindspore.nn.probability.distribution.Uniform method) log_uniform_candidate_sampler() (in module mindspore.ops) logaddexp() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logaddexp2() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logcumsumexp() (in module mindspore.ops) (mindspore.Tensor method) logdet() (in module mindspore.ops) (mindspore.Tensor method) logical_and() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logical_not() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logical_or() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logical_xor() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) LogicalAnd (class in mindspore.ops) LogicalNot (class in mindspore.ops) LogicalOr (class in mindspore.ops) LogicalXor (class in mindspore.ops) Logistic (class in mindspore.nn.probability.distribution) Logit (class in mindspore.ops) logit() (in module mindspore.ops) (mindspore.Tensor method) LogNormal (class in mindspore.nn.probability.distribution) LogSigmoid (class in mindspore.nn) logsigmoid() (in module mindspore.ops) LogSoftmax (class in mindspore.nn) (class in mindspore.ops) LogSpace (class in mindspore.ops) logspace() (in module mindspore.numpy) (in module mindspore.ops) logsumexp() (in module mindspore.ops) (mindspore.Tensor method) LogUniformCandidateSampler (class in mindspore.ops) long() (mindspore.Tensor method) Lookup (class in mindspore.dataset.text) Loss (class in mindspore.train) LossBase (class in mindspore.nn) LossMonitor (class in mindspore.train) LossScaleManager (class in mindspore.amp) LossScaler (class in mindspore.amp) low (mindspore.nn.probability.distribution.Uniform property) LowpassBiquad (class in mindspore.dataset.audio) lp_pool1d() (in module mindspore.ops) lp_pool2d() (in module mindspore.ops) LpNorm (class in mindspore.ops) LPPool1d (class in mindspore.nn) LPPool2d (class in mindspore.nn) LRN (class in mindspore.nn) (class in mindspore.ops) lrn() (in module mindspore.ops) LRScheduler (class in mindspore.experimental.optim.lr_scheduler) LSTM (class in mindspore.nn) (class in mindspore.ops) LSTMCell (class in mindspore.nn) LSUNDataset (class in mindspore.dataset) lt() (in module mindspore.ops) (mindspore.Tensor method) lu() (in module mindspore.scipy.linalg) lu_factor() (in module mindspore.scipy.linalg) lu_solve() (in module mindspore.ops) (mindspore.Tensor method) lu_unpack() (in module mindspore.ops) LuUnpack (class in mindspore.ops)

M

MAE (class in mindspore.train) MAELoss (class in mindspore.nn) Magphase (class in mindspore.dataset.audio) ManifestDataset (class in mindspore.dataset) Map (class in mindspore.ops) map() (mindspore.dataset.Dataset method) map_param_inc (mindspore.train.CheckpointConfig property) margin_ranking_loss() (in module mindspore.ops) MarginRankingLoss (class in mindspore.nn) Mask (class in mindspore.dataset.transforms) MaskAlongAxis (class in mindspore.dataset.audio) MaskAlongAxisIID (class in mindspore.dataset.audio) masked_fill() (in module mindspore.ops) (mindspore.Tensor method) masked_scatter() (mindspore.Tensor method) masked_select() (in module mindspore.ops) (mindspore.Tensor method) MaskedFill (class in mindspore.ops) MaskedScatter (class in mindspore.ops) MaskedSelect (class in mindspore.ops) MatMul (class in mindspore.ops) matmul() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) matrix_band_part() (in module mindspore.ops) matrix_diag() (in module mindspore.ops) matrix_diag_part() (in module mindspore.ops) matrix_power() (in module mindspore.numpy) matrix_set_diag() (in module mindspore.ops) matrix_solve() (in module mindspore.ops) MatrixBandPart (class in mindspore.ops) MatrixDiagPartV3 (class in mindspore.ops) MatrixDiagV3 (class in mindspore.ops) MatrixInverse (class in mindspore.ops) MatrixSetDiagV3 (class in mindspore.ops) MatrixSolve (class in mindspore.ops) max() (in module mindspore.ops) (mindspore.Tensor method) max_pool2d() (in module mindspore.ops) max_pool3d() (in module mindspore.ops) max_unpool1d() (in module mindspore.ops) max_unpool2d() (in module mindspore.ops) max_unpool3d() (in module mindspore.ops) Maximum (class in mindspore.ops) maximum() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) MaxPool (class in mindspore.ops) MaxPool1d (class in mindspore.nn) MaxPool2d (class in mindspore.nn) MaxPool3d (class in mindspore.nn) MaxPool3D (class in mindspore.ops) MaxPool3DWithArgmax (class in mindspore.ops) MaxPoolWithArgmax (class in mindspore.ops) MaxPoolWithArgmaxV2 (class in mindspore.ops) MaxUnpool1d (class in mindspore.nn) MaxUnpool2d (class in mindspore.nn) MaxUnpool2D (class in mindspore.ops) MaxUnpool3d (class in mindspore.nn) MaxUnpool3D (class in mindspore.ops) mean (mindspore.nn.probability.distribution.Normal property) mean() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.TransformedDistribution method) (mindspore.nn.probability.distribution.Uniform method) (mindspore.Tensor method) MeanSurfaceDistance (class in mindspore.train) Median (class in mindspore.ops) median() (in module mindspore.ops) (mindspore.Tensor method) MelScale (class in mindspore.dataset.audio) melscale_fbanks() (in module mindspore.dataset.audio) MelSpectrogram (class in mindspore.dataset.audio) MelType (class in mindspore.dataset.audio) merge_pipeline_strategys() (in module mindspore) merge_sliced_parameter() (in module mindspore) Meshgrid (class in mindspore.ops) meshgrid() (in module mindspore.numpy) (in module mindspore.ops) Metric (class in mindspore.train) MFCC (class in mindspore.dataset.audio) mgrid() (in module mindspore.numpy) mH (mindspore.Tensor property) MicroBatchInterleaved (class in mindspore.nn) min() (in module mindspore.ops) (mindspore.Tensor method) MindDataset (class in mindspore.dataset) MindPage (class in mindspore.mindrecord) mindspore.boost module mindspore.common.initializer module mindspore.communication module mindspore.communication.HCCL_WORLD_COMM_GROUP (in module mindspore.communication) mindspore.communication.MCCL_WORLD_COMM_GROUP (in module mindspore.communication) mindspore.communication.NCCL_WORLD_COMM_GROUP (in module mindspore.communication) mindspore.dataset module mindspore.dataset.audio module mindspore.dataset.text module

mindspore.dataset.transforms module mindspore.dataset.vision module mindspore.dtype (built-in class) mindspore.mindrecord module mindspore.rewrite module mindspore.scipy module mindspore.scipy.linalg module mindspore.scipy.optimize module minimize() (in module mindspore.scipy.optimize) Minimum (class in mindspore.ops) minimum() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) MirrorPad (class in mindspore.ops) Mish (class in mindspore.nn) (class in mindspore.ops) mish() (in module mindspore.ops) MixUp (class in mindspore.dataset.vision) MixUpBatch (class in mindspore.dataset.vision) mm() (in module mindspore.ops) (mindspore.CSRTensor method) (mindspore.Tensor method) MnistDataset (class in mindspore.dataset) MnistToMR (class in mindspore.mindrecord) Mod (class in mindspore.ops) mode() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.Uniform method) Model (class in mindspore.train) ModelCheckpoint (class in mindspore.train) Modulation (class in mindspore.dataset.audio) module mindspore.boost mindspore.common.initializer mindspore.communication mindspore.dataset mindspore.dataset.audio mindspore.dataset.text mindspore.dataset.transforms mindspore.dataset.vision mindspore.mindrecord mindspore.rewrite mindspore.scipy mindspore.scipy.linalg mindspore.scipy.optimize Momentum (class in mindspore.nn) moveaxis() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) movedim() (in module mindspore.ops) (mindspore.Tensor method) ms_class() (in module mindspore) ms_function() (in module mindspore) ms_memory_recycle() (in module mindspore) MSE (class in mindspore.train) mse_loss() (in module mindspore.ops) MSELoss (class in mindspore.nn) msort() (in module mindspore.ops) (mindspore.Tensor method) mT (mindspore.Tensor property) Mul (class in mindspore.ops) mul() (in module mindspore.ops) (mindspore.Tensor method) MuLawDecoding (class in mindspore.dataset.audio) MuLawEncoding (class in mindspore.dataset.audio) MulNoNan (class in mindspore.ops) Multi30kDataset (class in mindspore.dataset) multi_dot() (in module mindspore.numpy) multi_margin_loss() (in module mindspore.ops) MultiClassDiceLoss (class in mindspore.nn) MultiFieldEmbeddingLookup (class in mindspore.nn) MultiheadAttention (class in mindspore.nn) multilabel_margin_loss() (in module mindspore.ops) multilabel_soft_margin_loss() (in module mindspore.ops) MultilabelMarginLoss (class in mindspore.nn) (class in mindspore.ops) MultiLabelSoftMarginLoss (class in mindspore.nn) MultiMarginLoss (class in mindspore.nn) (class in mindspore.ops) Multinomial (class in mindspore.ops) multinomial() (in module mindspore.ops) (mindspore.Tensor method) multinomial_with_replacement() (in module mindspore.ops) MultinomialWithReplacement (class in mindspore.ops) MultiplicativeLR (class in mindspore.experimental.optim.lr_scheduler) multiply() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) MultiStepLR (class in mindspore.experimental.optim.lr_scheduler) MultitypeFuncGraph (class in mindspore.ops) mutable() (in module mindspore) mv() (in module mindspore.ops) (mindspore.CSRTensor method) Mvlgamma (class in mindspore.ops) mvlgamma() (in module mindspore.ops) (mindspore.Tensor method)

N

NAdam (class in mindspore.experimental.optim) name (mindspore.Parameter property) name_cells() (mindspore.nn.Cell method) names() (in module mindspore.train) nan_to_num() (in module mindspore.ops) (mindspore.Tensor method) nancumsum() (in module mindspore.numpy) nanmax() (in module mindspore.numpy) nanmean() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) nanmedian() (in module mindspore.ops) (mindspore.Tensor method) nanmin() (in module mindspore.numpy) nanstd() (in module mindspore.numpy) nansum() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) NanToNum (class in mindspore.ops) nanvar() (in module mindspore.numpy) narrow() (in module mindspore.ops) (mindspore.Tensor method) natural_exp_decay_lr() (in module mindspore.nn) NaturalExpDecayLR (class in mindspore.nn) nbytes (mindspore.Tensor property) ndim (mindspore.COOTensor property) (mindspore.CSRTensor property) (mindspore.Tensor property) ndimension() (mindspore.Tensor method) ne() (in module mindspore.ops) (mindspore.Tensor method) need_check_supported() (mindspore.ops.TBERegOp method) Neg (class in mindspore.ops) neg() (in module mindspore.ops) (mindspore.Tensor method) negative() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) NeighborExchangeV2 (class in mindspore.ops) nelement() (mindspore.Tensor method) network_auto_process_eval() (mindspore.boost.AutoBoost method)

network_auto_process_train() (mindspore.boost.AutoBoost method) new_ones() (mindspore.Tensor method) new_zeros() (mindspore.Tensor method) NextAfter (class in mindspore.ops) nextafter() (in module mindspore.ops) (mindspore.Tensor method) Ngram (class in mindspore.dataset.text) nll_loss() (in module mindspore.ops) NLLLoss (class in mindspore.nn) (class in mindspore.ops) NMSWithMask (class in mindspore.ops) Node (class in mindspore.rewrite) nodes() (mindspore.rewrite.SymbolTree method) NodeType (class in mindspore.rewrite) NonZero (class in mindspore.ops) nonzero() (in module mindspore.ops) (mindspore.Tensor method) NoRepeatNGram (class in mindspore.ops) norm() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Normal (class in mindspore.common.initializer) (class in mindspore.nn.probability.distribution) normal() (in module mindspore.ops) Normalize (class in mindspore.dataset.vision) NormalizeForm (class in mindspore.dataset.text) NormalizePad (class in mindspore.dataset.vision) NormalizeUTF8 (class in mindspore.dataset.text) NormMode (class in mindspore.dataset.audio) NormType (class in mindspore.dataset.audio) not_equal() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) NotEqual (class in mindspore.ops) NPUAllocFloatStatus (class in mindspore.ops) NPUClearFloatStatus (class in mindspore.ops) NPUGetFloatStatus (class in mindspore.ops) num_classes() (mindspore.dataset.Dataset method) numel() (in module mindspore.ops) (mindspore.Tensor method) numpy() (mindspore.Tensor method) NumpySlicesDataset (class in mindspore.dataset)

O

obfuscate_model() (in module mindspore) OBSMindDataset (class in mindspore.dataset) OcclusionSensitivity (class in mindspore.train) offline_analyse() (mindspore.Profiler class method) ogrid() (in module mindspore.numpy) OmniglotDataset (class in mindspore.dataset) on_eval_begin() (mindspore.train.Callback method) (mindspore.train.OnRequestExit method) on_eval_end() (mindspore.train.Callback method) (mindspore.train.OnRequestExit method) on_eval_epoch_begin() (mindspore.train.Callback method) on_eval_epoch_end() (mindspore.train.Callback method) on_eval_step_begin() (mindspore.train.Callback method) on_eval_step_end() (mindspore.train.Callback method) (mindspore.train.OnRequestExit method) on_train_begin() (mindspore.train.BackupAndRestore method) (mindspore.train.Callback method) (mindspore.train.EarlyStopping method) (mindspore.train.OnRequestExit method) (mindspore.train.ReduceLROnPlateau method) on_train_end() (mindspore.train.BackupAndRestore method) (mindspore.train.Callback method) (mindspore.train.EarlyStopping method) (mindspore.train.OnRequestExit method) on_train_epoch_begin() (mindspore.train.Callback method) on_train_epoch_end() (mindspore.train.BackupAndRestore method) (mindspore.train.Callback method) (mindspore.train.EarlyStopping method) (mindspore.train.LossMonitor method) (mindspore.train.OnRequestExit method) (mindspore.train.ReduceLROnPlateau method) on_train_step_begin() (mindspore.train.Callback method) (mindspore.train.TimeMonitor method) on_train_step_end() (mindspore.train.Callback method) (mindspore.train.OnRequestExit method) (mindspore.train.TimeMonitor method)

One (class in mindspore.common.initializer) one_hot() (in module mindspore.ops) OneHot (class in mindspore.dataset.transforms) (class in mindspore.ops) Ones (class in mindspore.ops) ones() (in module mindspore.numpy) (in module mindspore.ops) ones_like() (in module mindspore.numpy) (in module mindspore.ops) OnesLike (class in mindspore.ops) OnRequestExit (class in mindspore.train) op_analyse() (mindspore.Profiler method) op_pattern() (mindspore.ops.TBERegOp method) open_for_append() (mindspore.mindrecord.FileWriter class method) Optimizer (class in mindspore.experimental.optim) (class in mindspore.nn) OptimizerProcess (class in mindspore.boost) Orgqr (class in mindspore.ops) orgqr() (in module mindspore.ops) (mindspore.Tensor method) original_args() (mindspore.train.RunContext method) Ormqr (class in mindspore.ops) ormqr() (in module mindspore.ops) (mindspore.Tensor method) Orthogonal (class in mindspore.common.initializer) outer() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) output() (mindspore.ops.CustomRegOp method) (mindspore.ops.TBERegOp method) output_shapes() (mindspore.dataset.Dataset method) output_types() (mindspore.dataset.Dataset method) Overdrive (class in mindspore.dataset.audio)

P

Pad (class in mindspore.dataset.vision) (class in mindspore.nn) (class in mindspore.ops) pad() (in module mindspore.numpy) (in module mindspore.ops) padded_batch() (mindspore.dataset.Dataset method) PaddedDataset (class in mindspore.dataset) Padding (class in mindspore.ops) padding() (in module mindspore.ops) PadEnd (class in mindspore.dataset.transforms) PadToSize (class in mindspore.dataset.vision) parallel_optimizer (mindspore.Parameter property) parallel_optimizer_comm_recompute (mindspore.Parameter property) ParallelConcat (class in mindspore.ops) ParallelMode (class in mindspore) param_prefix (mindspore.nn.Cell property) Parameter (class in mindspore) parameter_broadcast() (in module mindspore) parameter_layout_dict (mindspore.nn.Cell property) ParameterProcess (class in mindspore.boost) parameters_and_names() (mindspore.nn.Cell method) parameters_broadcast_dict() (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) Partial (class in mindspore.ops) partial_flag() (mindspore.ops.TBERegOp method) Pdist (class in mindspore.ops) pdist() (in module mindspore.ops) PennTreebankDataset (class in mindspore.dataset) permute() (in module mindspore.ops) (mindspore.Tensor method) Perplexity (class in mindspore.train) Perspective (class in mindspore.dataset.vision) Phaser (class in mindspore.dataset.audio) PhaseVocoder (class in mindspore.dataset.audio) PhotoTourDataset (class in mindspore.dataset) piecewise() (in module mindspore.numpy) piecewise_constant_lr() (in module mindspore.nn) pinv() (in module mindspore.ops) pipeline_stage (mindspore.nn.Cell property) PipelineCell (class in mindspore.nn) PipelineGradReducer (class in mindspore.nn) PitchShift (class in mindspore.dataset.audio) pixel_shuffle() (in module mindspore.ops) pixel_unshuffle() (in module mindspore.ops) PixelShuffle (class in mindspore.nn) PixelUnshuffle (class in mindspore.nn) PKSampler (class in mindspore.dataset) place() (mindspore.nn.Cell method) (mindspore.ops.Primitive method) Places365Dataset (class in mindspore.dataset) Poisson (class in mindspore.nn.probability.distribution) PoissonNLLLoss (class in mindspore.nn) Polar (class in mindspore.ops) polar() (in module mindspore.ops) polyadd() (in module mindspore.numpy) polyder() (in module mindspore.numpy) Polygamma (class in mindspore.ops)

polygamma() (in module mindspore.ops) polyint() (in module mindspore.numpy) polymul() (in module mindspore.numpy) polynomial_decay_lr() (in module mindspore.nn) PolynomialDecayLR (class in mindspore.nn) PolynomialLR (class in mindspore.experimental.optim.lr_scheduler) polysub() (in module mindspore.numpy) polyval() (in module mindspore.numpy) pop() (mindspore.nn.CellDict method) population_count() (in module mindspore.ops) PopulationCount (class in mindspore.ops) positive() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Posterize (class in mindspore.dataset.vision) Pow (class in mindspore.ops) pow() (in module mindspore.ops) (mindspore.Tensor method) power (mindspore.nn.probability.bijector.PowerTransform property) power() (in module mindspore.numpy) PowerTransform (class in mindspore.nn.probability.bijector) Precision (class in mindspore.train) predict() (mindspore.train.Model method) predict_network (mindspore.train.Model property) PReLU (class in mindspore.nn) (class in mindspore.ops) prelu() (in module mindspore.ops) Primitive (class in mindspore.ops) PrimitiveWithCheck (class in mindspore.ops) PrimitiveWithInfer (class in mindspore.ops) Print (class in mindspore.ops) print_() (in module mindspore.ops) print_node_tabulate() (mindspore.rewrite.SymbolTree method) prob() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.TransformedDistribution method) (mindspore.nn.probability.distribution.Uniform method) probs (mindspore.nn.probability.distribution.Bernoulli property) (mindspore.nn.probability.distribution.Categorical property) (mindspore.nn.probability.distribution.Geometric property) process_loss_scale() (mindspore.nn.TrainOneStepWithLossScaleCell method) prod() (in module mindspore.ops) (mindspore.Tensor method) Profiler (class in mindspore) project() (mindspore.dataset.Dataset method) promote_types() (in module mindspore.numpy) ProximalAdagrad (class in mindspore.nn) ptp() (in module mindspore.numpy) (mindspore.Tensor method) PythonTokenizer (class in mindspore.dataset.text) pytype_to_dtype() (in module mindspore)

Q

QMnistDataset (class in mindspore.dataset) QuantDtype (class in mindspore)

query() (mindspore.hal.Event method) (mindspore.hal.Stream method)

R

rad2deg() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) RAdam (class in mindspore.experimental.optim) radians() (in module mindspore.numpy) rand() (in module mindspore.numpy) (in module mindspore.ops) rand_like() (in module mindspore.ops) RandAugment (class in mindspore.dataset.vision) randint() (in module mindspore.numpy) (in module mindspore.ops) randint_like() (in module mindspore.ops) randn() (in module mindspore.numpy) (in module mindspore.ops) randn_like() (in module mindspore.ops) random_categorical() (in module mindspore.ops) (mindspore.Tensor method) random_gamma() (in module mindspore.ops) random_poisson() (in module mindspore.ops) RandomAdjustSharpness (class in mindspore.dataset.vision) RandomAffine (class in mindspore.dataset.vision) RandomApply (class in mindspore.dataset.transforms) RandomAutoContrast (class in mindspore.dataset.vision) RandomCategorical (class in mindspore.ops) RandomChoice (class in mindspore.dataset.transforms) RandomChoiceWithMask (class in mindspore.ops) RandomColor (class in mindspore.dataset.vision) RandomColorAdjust (class in mindspore.dataset.vision) RandomCrop (class in mindspore.dataset.vision) RandomCropDecodeResize (class in mindspore.dataset.vision) RandomCropWithBBox (class in mindspore.dataset.vision) RandomDataset (class in mindspore.dataset) RandomEqualize (class in mindspore.dataset.vision) RandomErasing (class in mindspore.dataset.vision) RandomGamma (class in mindspore.ops) RandomGrayscale (class in mindspore.dataset.vision) RandomHorizontalFlip (class in mindspore.dataset.vision) RandomHorizontalFlipWithBBox (class in mindspore.dataset.vision) RandomInvert (class in mindspore.dataset.vision) RandomLighting (class in mindspore.dataset.vision) RandomOrder (class in mindspore.dataset.transforms) RandomPerspective (class in mindspore.dataset.vision) RandomPoisson (class in mindspore.ops) RandomPosterize (class in mindspore.dataset.vision) RandomResize (class in mindspore.dataset.vision) RandomResizedCrop (class in mindspore.dataset.vision) RandomResizedCropWithBBox (class in mindspore.dataset.vision) RandomResizeWithBBox (class in mindspore.dataset.vision) RandomRotation (class in mindspore.dataset.vision) RandomSampler (class in mindspore.dataset) RandomSelectSubpolicy (class in mindspore.dataset.vision) RandomSharpness (class in mindspore.dataset.vision) RandomShuffle (class in mindspore.ops) RandomSolarize (class in mindspore.dataset.vision) RandomVerticalFlip (class in mindspore.dataset.vision) RandomVerticalFlipWithBBox (class in mindspore.dataset.vision) Randperm (class in mindspore.ops) randperm() (in module mindspore.ops) RandpermV2 (class in mindspore.ops) Range (class in mindspore.ops) range() (in module mindspore.ops) Rank (class in mindspore.ops) rank() (in module mindspore.ops) rank_list_for_transform() (in module mindspore) rate (mindspore.nn.probability.distribution.Exponential property) (mindspore.nn.probability.distribution.Gamma property) (mindspore.nn.probability.distribution.Poisson property) ravel() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) ravel_multi_index() (in module mindspore.numpy) 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) read_file() (in module mindspore.dataset.vision) read_image() (in module mindspore.dataset.vision) readline() (mindspore.dataset.utils.LineReader method) Real (class in mindspore.ops) real() (in module mindspore.ops) (mindspore.Tensor method) real_input_index() (mindspore.ops.TBERegOp method) RealDiv (class in mindspore.ops) rearrange_inputs() (in module mindspore.train) Recall (class in mindspore.train) Reciprocal (class in mindspore.ops) reciprocal() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) recompute() (mindspore.nn.Cell method) (mindspore.ops.Primitive method) record() (mindspore.hal.Event method) (mindspore.SummaryRecord method) record_event() (mindspore.hal.Stream method) ReduceAll (class in mindspore.ops) ReduceAny (class in mindspore.ops) ReduceLROnPlateau (class in mindspore.experimental.optim.lr_scheduler) (class in mindspore.train) 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)

ReflectionPad1d (class in mindspore.nn) ReflectionPad2d (class in mindspore.nn) ReflectionPad3d (class in mindspore.nn) RegexReplace (class in mindspore.dataset.text) RegexTokenizer (class in mindspore.dataset.text) register() (mindspore.ops.MultitypeFuncGraph method) register_backward_hook() (mindspore.nn.Cell method) register_forward_hook() (mindspore.nn.Cell method) register_forward_pre_hook() (mindspore.nn.Cell method) Relational (class in mindspore.dataset.transforms) release() (in module mindspore.communication) (mindspore.DatasetHelper method) ReLU (class in mindspore.nn) (class in mindspore.ops) relu() (in module mindspore.ops) ReLU6 (class in mindspore.nn) (class in mindspore.ops) relu6() (in module mindspore.ops) remainder() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) remove_redundant_parameters() (mindspore.nn.Cell method) rename() (mindspore.dataset.Dataset method) RenderedSST2Dataset (class in mindspore.dataset) Renorm (class in mindspore.ops) renorm() (in module mindspore.ops) (mindspore.Tensor method) repeat() (in module mindspore.numpy) (mindspore.dataset.Dataset method) (mindspore.Tensor method) repeat_elements() (in module mindspore.ops) repeat_interleave() (in module mindspore.ops) (mindspore.Tensor method) replace() (mindspore.rewrite.SymbolTree method) ReplicationPad1d (class in mindspore.nn) ReplicationPad2d (class in mindspore.nn) ReplicationPad3d (class in mindspore.nn) request_stop() (mindspore.train.RunContext method) requires_grad (mindspore.Parameter property) Resample (class in mindspore.dataset.audio) ResampleMethod (class in mindspore.dataset.audio) Rescale (class in mindspore.dataset.vision) reset() (mindspore.dataset.Dataset method) reset_algo_parameters() (in module mindspore) reset_auto_parallel_context() (in module mindspore) reset_ps_context() (in module mindspore) Reshape (class in mindspore.ops) reshape() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) reshape_as() (mindspore.Tensor method) reshape_type() (mindspore.ops.TBERegOp method) Resize (class in mindspore.dataset.vision) resize() (mindspore.Tensor method) ResizeBicubic (class in mindspore.ops) ResizeBilinearV2 (class in mindspore.ops) ResizedCrop (class in mindspore.dataset.vision) ResizeNearestNeighbor (class in mindspore.ops) ResizeWithBBox (class in mindspore.dataset.vision) restore_group_info_list() (in module mindspore) result_type() (in module mindspore.numpy) reverse() (in module mindspore.ops) (mindspore.Tensor method) reverse_sequence() (in module mindspore.ops) (mindspore.Tensor method) ReverseSequence (class in mindspore.ops) ReverseV2 (class in mindspore.ops) RgbToHsv (class in mindspore.dataset.vision) RiaaBiquad (class in mindspore.dataset.audio) RightShift (class in mindspore.ops) Rint (class in mindspore.ops) rint() (in module mindspore.numpy) RMSELoss (class in mindspore.nn) RMSprop (class in mindspore.experimental.optim) RMSProp (class in mindspore.nn) RNN (class in mindspore.nn) RNNCell (class in mindspore.nn) RNNTLoss (class in mindspore.ops) ROC (class in mindspore.train) ROIAlign (class in mindspore.ops) roll() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) rollaxis() (in module mindspore.numpy) RootMeanSquareDistance (class in mindspore.train) rot90() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Rotate (class in mindspore.dataset.vision) Round (class in mindspore.ops) round() (in module mindspore.ops) (mindspore.Tensor method) row_stack() (in module mindspore.ops) RowTensor (class in mindspore) Rprop (class in mindspore.experimental.optim) (class in mindspore.nn) RReLU (class in mindspore.nn) rrelu() (in module mindspore.ops) Rsqrt (class in mindspore.ops) rsqrt() (in module mindspore.ops) (mindspore.Tensor method) run_check() (in module mindspore) run_construct() (mindspore.nn.Cell method) RunContext (class in mindspore.train)

S

sample() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.TransformedDistribution method) (mindspore.nn.probability.distribution.Uniform method) SampledSoftmaxLoss (class in mindspore.nn) save() (mindspore.dataset.Dataset method) save_checkpoint() (in module mindspore) save_checkpoint_seconds (mindspore.train.CheckpointConfig property) save_checkpoint_steps (mindspore.train.CheckpointConfig property) save_mindir() (in module mindspore) save_model() (mindspore.dataset.text.SentencePieceVocab class method) saved_network (mindspore.train.CheckpointConfig property) SBDataset (class in mindspore.dataset) SBUDataset (class in mindspore.dataset) scalar_cast() (in module mindspore.ops) scalar_to_tensor() (in module mindspore.ops) ScalarAffine (class in mindspore.nn.probability.bijector) ScalarCast (class in mindspore.ops) ScalarSummary (class in mindspore.ops) ScalarToTensor (class in mindspore.ops) scale (mindspore.nn.probability.bijector.GumbelCDF property) (mindspore.nn.probability.bijector.ScalarAffine property) (mindspore.nn.probability.distribution.Cauchy property) (mindspore.nn.probability.distribution.Gumbel property) (mindspore.nn.probability.distribution.Logistic property) (mindspore.nn.probability.distribution.LogNormal property) scale() (mindspore.amp.DynamicLossScaler method) (mindspore.amp.LossScaler method) (mindspore.amp.StaticLossScaler method) scale_grad() (mindspore.nn.Optimizer method) ScaleType (class in mindspore.dataset.audio) scatter() (in module mindspore.ops) (mindspore.Tensor method) scatter_add() (in module mindspore.ops) (mindspore.Tensor method) scatter_div() (in module mindspore.ops) (mindspore.Tensor method) scatter_max() (in module mindspore.ops) (mindspore.Tensor method) scatter_min() (in module mindspore.ops) (mindspore.Tensor method) scatter_mul() (in module mindspore.ops) (mindspore.Tensor method) scatter_nd() (in module mindspore.ops) scatter_nd_add() (in module mindspore.ops) scatter_nd_div() (in module mindspore.ops) scatter_nd_max() (in module mindspore.ops) scatter_nd_min() (in module mindspore.ops) scatter_nd_mul() (in module mindspore.ops) scatter_nd_sub() (in module mindspore.ops) scatter_sub() (mindspore.Tensor method) scatter_update() (in module mindspore.ops) 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) ScatterNdDiv (class in mindspore.ops) ScatterNdMax (class in mindspore.ops) ScatterNdMin (class in mindspore.ops) ScatterNdMul (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) schema() (mindspore.mindrecord.FileReader method) ScopedValue (class in mindspore.rewrite) sd (mindspore.nn.probability.distribution.Normal property) sd() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.Uniform method) SearchSorted (class in mindspore.ops) searchsorted() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Select (class in mindspore.ops) select() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) select_scatter() (in module mindspore.ops) (mindspore.Tensor method) SeLU (class in mindspore.nn) (class in mindspore.ops) selu() (in module mindspore.ops) SemeionDataset (class in mindspore.dataset) SentencePieceModel (class in mindspore.dataset.text) SentencePieceTokenizer (class in mindspore.dataset.text) SentencePieceVocab (class in mindspore.dataset.text) sequence_mask() (in module mindspore.ops) SequentialCell (class in mindspore.nn) SequentialLR (class in mindspore.experimental.optim.lr_scheduler) SequentialSampler (class in mindspore.dataset) serialize() (in module mindspore.dataset) set_algo_parameters() (in module mindspore) set_arg() (mindspore.rewrite.Node method) set_arg_by_node() (mindspore.rewrite.Node method) set_auto_num_workers() (in module mindspore.dataset.config) set_auto_offload() (in module mindspore.dataset.config) set_auto_parallel_context() (in module mindspore) set_autotune_interval() (in module mindspore.dataset.config) set_boost() (mindspore.nn.Cell method) set_broadcast_flag() (mindspore.nn.Cell method) set_callback_timeout() (in module mindspore.dataset.config) set_comm_fusion() (mindspore.nn.Cell method) set_const_arg() (mindspore.Tensor method) set_context() (in module mindspore) set_cur_stream() (in module mindspore.hal) set_data() (mindspore.Parameter method) set_data_parallel() (mindspore.nn.Cell method) set_debug_mode() (in module mindspore.dataset.config) set_dec_mode() (in module mindspore.mindrecord) set_device() (mindspore.ops.Primitive method) set_dump() (in module mindspore) set_enable_autotune() (in module mindspore.dataset.config) set_enable_shared_mem() (in module mindspore.dataset.config) set_enable_watchdog() (in module mindspore.dataset.config) set_enc_key() (in module mindspore.mindrecord) set_enc_mode() (in module mindspore.mindrecord) set_error_samples_mode() (in module mindspore.dataset.config) set_fast_recovery() (in module mindspore.dataset.config) set_grad() (mindspore.nn.Cell method) set_hash_mode() (in module mindspore.mindrecord) set_header_size() (mindspore.mindrecord.FileWriter method) set_indexes() (mindspore.train.Metric method) set_inputs() (mindspore.nn.Cell method) set_jit_config() (mindspore.nn.Cell method) set_loss_scale_status() (mindspore.boost.GroupLossScaleManager method) set_mode() (mindspore.SummaryRecord method) set_monitor_sampling_interval() (in module mindspore.dataset.config) set_multiprocessing_timeout_interval() (in module mindspore.dataset.config) set_num_parallel_workers() (in module mindspore.dataset.config) set_numa_enable() (in module mindspore.dataset.config) set_offload_context() (in module mindspore) set_page_size() (mindspore.mindrecord.FileWriter method) set_param_ps() (mindspore.nn.Cell method) (mindspore.Parameter method) set_prefetch_size() (in module mindspore.dataset.config) set_prim_instance_name() (mindspore.ops.Primitive method) set_ps_context() (in module mindspore) set_seed() (in module mindspore) (in module mindspore.dataset.config) set_sending_batches() (in module mindspore.dataset.config) set_sense_scale() (mindspore.nn.TrainOneStepWithLossScaleCell method) set_stage() (mindspore.ops.Primitive method) set_train() (mindspore.nn.Cell method) setdiff1d() (in module mindspore.numpy) SGD (class in mindspore.experimental.optim) (class in mindspore.nn) (class in mindspore.ops) sgn() (in module mindspore.ops) (mindspore.Tensor method) Shape (class in mindspore.ops) shape (mindspore.COOTensor property) (mindspore.CSRTensor property) (mindspore.SparseTensor property) (mindspore.Tensor property) shape() (in module mindspore.ops) shard() (in module mindspore) (mindspore.nn.Cell method) (mindspore.ops.Primitive method) sharpness (mindspore.nn.probability.bijector.Softplus property) shift (mindspore.nn.probability.bijector.ScalarAffine property) short() (mindspore.Tensor method) show() (in module mindspore.dataset) Shuffle (class in mindspore.dataset) shuffle() (in module mindspore.ops) (mindspore.dataset.Dataset method) Sigmoid (class in mindspore.nn) (class in mindspore.ops) sigmoid() (in module mindspore.ops) (mindspore.Tensor method) SigmoidCrossEntropyWithLogits (class in mindspore.ops) Sign (class in mindspore.ops)

sign() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) signbit() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) SiLU (class in mindspore.nn) silu() (in module mindspore.ops) Sin (class in mindspore.ops) sin() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Sinc (class in mindspore.ops) sinc() (in module mindspore.ops) (mindspore.Tensor method) Sinh (class in mindspore.ops) sinh() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) sink_size() (mindspore.DatasetHelper method) Size (class in mindspore.ops) size (mindspore.COOTensor property) (mindspore.CSRTensor property) (mindspore.Tensor property) size() (in module mindspore.numpy) (in module mindspore.ops) skip() (mindspore.dataset.Dataset method) Slice (class in mindspore.dataset.transforms) (class in mindspore.ops) slice() (in module mindspore.ops) slice_scatter() (in module mindspore.ops) (mindspore.Tensor method) sliced (mindspore.Parameter property) SliceMode (class in mindspore.dataset.vision) SlicePatches (class in mindspore.dataset.vision) SlidingWindow (class in mindspore.dataset.text) SlidingWindowCmn (class in mindspore.dataset.audio) slogdet() (in module mindspore.ops) (mindspore.Tensor method) smooth_l1_loss() (in module mindspore.ops) SmoothL1Loss (class in mindspore.nn) (class in mindspore.ops) soft_margin_loss() (in module mindspore.ops) SoftMarginLoss (class in mindspore.nn) (class in mindspore.ops) Softmax (class in mindspore.nn) (class in mindspore.ops) softmax() (in module mindspore.ops) (mindspore.Tensor method) Softmax2d (class in mindspore.nn) SoftmaxCrossEntropyWithLogits (class in mindspore.nn) (class in mindspore.ops) Softmin (class in mindspore.nn) softmin() (in module mindspore.ops) Softplus (class in mindspore.nn.probability.bijector) (class in mindspore.ops) SoftShrink (class in mindspore.nn) (class in mindspore.ops) softshrink() (in module mindspore.ops) Softsign (class in mindspore.nn) (class in mindspore.ops) softsign() (in module mindspore.ops) SogouNewsDataset (class in mindspore.dataset) Solarize (class in mindspore.dataset.vision) solve_triangular() (in module mindspore.scipy.linalg) sometrue() (in module mindspore.numpy) Sort (class in mindspore.ops) sort() (in module mindspore.ops) (mindspore.Tensor method) space_to_batch_nd() (in module mindspore.ops) SpaceToBatchND (class in mindspore.ops) SpaceToDepth (class in mindspore.ops) Sparse (class in mindspore.common.initializer) sparse_segment_mean() (in module 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) SparseTensorDenseMatmul (class in mindspore.ops) SparseToDense (class in mindspore.ops) SpectralCentroid (class in mindspore.dataset.audio) Spectrogram (class in mindspore.dataset.audio) SpeechCommandsDataset (class in mindspore.dataset) SPieceTokenizerLoadType (class in mindspore.dataset.text) SPieceTokenizerOutType (class in mindspore.dataset.text) Split (class in mindspore.ops) split() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.dataset.Dataset method) (mindspore.Tensor method) split_parameters_groups() (mindspore.boost.GradientFreeze method) Sqrt (class in mindspore.ops) sqrt() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) SQuADDataset (class in mindspore.dataset) Square (class in mindspore.ops) square() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) SquaredDifference (class in mindspore.ops) SquareSumAll (class in mindspore.ops) Squeeze (class in mindspore.ops) squeeze() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) SST2Dataset (class in mindspore.dataset) Stack (class in mindspore.ops) stack() (in module mindspore.numpy) (in module mindspore.ops) standard_laplace() (in module mindspore.ops) standard_normal() (in module mindspore.ops) StandardLaplace (class in mindspore.ops) StandardNormal (class in mindspore.ops) start() (mindspore.Profiler method) start_overflow_check() (mindspore.nn.TrainOneStepWithLossScaleCell method) StaticLossScaler (class in mindspore.amp) std() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) std_mean() (in module mindspore.ops) step() (mindspore.experimental.optim.lr_scheduler.CosineAnnealingWarmRestarts method) (mindspore.experimental.optim.lr_scheduler.LRScheduler method) (mindspore.experimental.optim.lr_scheduler.ReduceLROnPlateau method) (mindspore.experimental.optim.lr_scheduler.SequentialLR method) step_begin() (mindspore.train.Callback method) step_end() (mindspore.train.Callback method) (mindspore.train.LearningRateScheduler method) (mindspore.train.LossMonitor method) (mindspore.train.ModelCheckpoint method) StepLR (class in mindspore.experimental.optim.lr_scheduler) STL10Dataset (class in mindspore.dataset) stop() (mindspore.Profiler method) stop_gradient() (in module mindspore.ops) stop_send() (mindspore.DatasetHelper method) storage_offset() (mindspore.Tensor method) Stream (class in mindspore.hal) StreamCtx (class in mindspore.hal) stride() (mindspore.Tensor method) strided_slice() (in module mindspore.ops) StridedSlice (class in mindspore.ops) strides (mindspore.Tensor property) StudentT (class in mindspore.nn.probability.distribution) Sub (class in mindspore.ops) sub() (in module mindspore.ops) (mindspore.Tensor method) SubsetRandomSampler (class in mindspore.dataset) SubsetSampler (class in mindspore.dataset) subtract() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) sum() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.CSRTensor method) (mindspore.Tensor method) sum_to_size() (mindspore.Tensor method) SummaryCollector (class in mindspore) SummaryLandscape (class in mindspore) SummaryRecord (class in mindspore) SUN397Dataset (class in mindspore.dataset) survival_function() (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.TransformedDistribution method) (mindspore.nn.probability.distribution.Uniform method) Svd (class in mindspore.ops) svd() (in module mindspore.ops) (mindspore.Tensor method) SVHNDataset (class in mindspore.dataset) swapaxes() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) swapdims() (in module mindspore.ops) (mindspore.Tensor method) Symbol (class in mindspore) SymbolTree (class in mindspore.rewrite) sync_epoch_begin() (mindspore.dataset.WaitedDSCallback method) sync_pipeline_shared_parameters() (in module mindspore) sync_step_begin() (mindspore.dataset.WaitedDSCallback method) sync_update() (mindspore.dataset.Dataset method) sync_wait() (mindspore.dataset.Dataset method) sync_wait_for_dataset() (in module mindspore.dataset) SyncBatchNorm (class in mindspore.nn) synchronize() (in module mindspore.hal) (mindspore.hal.Event method) (mindspore.hal.Stream method)

T

T (mindspore.Tensor property) t() (in module mindspore.ops) (mindspore.Tensor method) take() (in module mindspore.numpy) (mindspore.dataset.Dataset method) (mindspore.Tensor method) take_along_axis() (in module mindspore.numpy) Tan (class in mindspore.ops) tan() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Tanh (class in mindspore.nn) (class in mindspore.ops) tanh() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Tanhshrink (class in mindspore.nn) tanhshrink() (in module mindspore.ops) target (mindspore.nn.Optimizer property) target() (mindspore.ops.CustomRegOp method) TBERegOp (class in mindspore.ops) TedliumDataset (class in mindspore.dataset) TenCrop (class in mindspore.dataset.vision) Tensor (class in mindspore) tensor() (in module mindspore) tensor_dot() (in module mindspore.ops) tensor_scatter_add() (in module mindspore.ops) tensor_scatter_div() (in module mindspore.ops) tensor_scatter_elements() (in module mindspore.ops) tensor_scatter_max() (in module mindspore.ops) tensor_scatter_min() (in module mindspore.ops) tensor_scatter_mul() (in module mindspore.ops) tensor_scatter_sub() (in module mindspore.ops) tensor_split() (in module mindspore.ops) (mindspore.Tensor method) tensordot() (in module mindspore.numpy) TensorDump (class in mindspore.ops) TensorScatterAdd (class in mindspore.ops) TensorScatterDiv (class in mindspore.ops) TensorScatterMax (class in mindspore.ops) TensorScatterMin (class in mindspore.ops) TensorScatterMul (class in mindspore.ops) TensorScatterSub (class in mindspore.ops) TensorScatterUpdate (class in mindspore.ops) TensorShape (class in mindspore.ops) TensorSummary (class in mindspore.ops) TextFileDataset (class in mindspore.dataset) TFRecordDataset (class in mindspore.dataset) TFRecordToMR (class in mindspore.mindrecord) thor() (in module mindspore.nn) Threshold (class in mindspore.nn) threshold() (in module mindspore.ops) Tile (class in mindspore.ops) tile() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) TimeDistributed (class in mindspore.nn) TimeMasking (class in mindspore.dataset.audio) TimeMonitor (class in mindspore.train) TimeStretch (class in mindspore.dataset.audio) to() (mindspore.Tensor method) to_bytes() (in module mindspore.dataset.text) to_coo() (mindspore.CSRTensor method) (mindspore.Tensor method) to_csr() (mindspore.COOTensor method) (mindspore.Tensor method) to_dense() (mindspore.COOTensor method) (mindspore.CSRTensor method) to_dict() (mindspore.Layout method) to_float() (mindspore.nn.Cell method) to_json() (mindspore.dataset.Dataset method) (mindspore.dataset.Schema method) to_str() (in module mindspore.dataset.text) to_tuple() (mindspore.COOTensor method) (mindspore.CSRTensor method) tokens_to_ids() (mindspore.dataset.text.Vocab method) tolist() (mindspore.Tensor method) ToNumber (class in mindspore.dataset.text) ToNumpy (class in mindspore.dataset.vision) Top1CategoricalAccuracy (class in mindspore.train)

Top5CategoricalAccuracy (class in mindspore.train) ToPIL (class in mindspore.dataset.vision) TopK (class in mindspore.ops) topk() (in module mindspore.ops) (mindspore.Tensor method) TopKCategoricalAccuracy (class in mindspore.train) ToTensor (class in mindspore.dataset.vision) ToType (class in mindspore.dataset.vision) ToVectors (class in mindspore.dataset.text) Trace (class in mindspore.ops) trace() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) train() (mindspore.train.Model method) train_network (mindspore.train.Model property) trainable_params() (mindspore.nn.Cell method) TrainOneStepCell (class in mindspore.nn) TrainOneStepWithLossScaleCell (class in mindspore.nn) transform() (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_checkpoint_by_rank() (in module mindspore) transform_checkpoints() (in module mindspore) TransformedDistribution (class in mindspore.nn.probability.distribution) Transformer (class in mindspore.nn) TransformerDecoder (class in mindspore.nn) TransformerDecoderLayer (class in mindspore.nn) TransformerEncoder (class in mindspore.nn) TransformerEncoderLayer (class in mindspore.nn) Transpose (class in mindspore.ops) transpose() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) trapz() (in module mindspore.numpy) (in module mindspore.ops) TrebleBiquad (class in mindspore.dataset.audio) tri() (in module mindspore.numpy) Tril (class in mindspore.ops) tril() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) tril_indices() (in module mindspore.numpy) (in module mindspore.ops) tril_indices_from() (in module mindspore.numpy) TrilIndices (class in mindspore.ops) triplet_margin_loss() (in module mindspore.ops) TripletMarginLoss (class in mindspore.nn) (class in mindspore.ops) Triu (class in mindspore.ops) triu() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) triu_indices() (in module mindspore.numpy) (in module mindspore.ops) triu_indices_from() (in module mindspore.numpy) TriuIndices (class in mindspore.ops) TrivialAugmentWide (class in mindspore.dataset.vision) true_divide() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Trunc (class in mindspore.ops) trunc() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Truncate (class in mindspore.dataset.text) truncate_div() (in module mindspore.ops) truncate_mod() (in module mindspore.ops) TruncateDiv (class in mindspore.ops) TruncatedNormal (class in mindspore.common.initializer) TruncateMod (class in mindspore.ops) TruncateSequencePair (class in mindspore.dataset.text) tuple_to_array() (in module mindspore.ops) TupleToArray (class in mindspore.ops) type() (mindspore.Tensor method) type_as() (mindspore.Tensor method) TypeCast (class in mindspore.dataset.transforms) types_shapes() (mindspore.DatasetHelper method)

U

UDPOSDataset (class in mindspore.dataset) unbind() (in module mindspore.ops) (mindspore.Tensor method) Unflatten (class in mindspore.nn) Unfold (class in mindspore.nn) unfold() (in module mindspore.ops) (mindspore.Tensor method) UnicodeCharTokenizer (class in mindspore.dataset.text) UnicodeScriptTokenizer (class in mindspore.dataset.text) Uniform (class in mindspore.common.initializer) (class in mindspore.nn.probability.distribution) uniform() (in module mindspore.ops) uniform_candidate_sampler() (in module mindspore.ops) UniformAugment (class in mindspore.dataset.vision) UniformCandidateSampler (class in mindspore.ops) UniformInt (class in mindspore.ops) UniformReal (class in mindspore.ops) Unique (class in mindspore.dataset.transforms) (class in mindspore.ops) unique (mindspore.nn.Optimizer property) (mindspore.Parameter property) unique() (in module mindspore.numpy) (in module mindspore.ops) unique_consecutive() (in module mindspore.ops) (mindspore.Tensor method) unique_name() (mindspore.rewrite.SymbolTree method) unique_with_pad() (in module mindspore.ops) (mindspore.Tensor method) UniqueConsecutive (class in mindspore.ops) UniqueWithPad (class in mindspore.ops) unknown_shape_formats() (mindspore.ops.TBERegOp method) unravel_index() (in module mindspore.numpy) unscale() (mindspore.amp.DynamicLossScaler method) (mindspore.amp.LossScaler method) (mindspore.amp.StaticLossScaler method) unsorted_segment_max() (in module mindspore.ops) (mindspore.Tensor method) unsorted_segment_min() (in module mindspore.ops) (mindspore.Tensor method) unsorted_segment_prod() (in module mindspore.ops) (mindspore.Tensor method) unsorted_segment_sum() (in module mindspore.ops) UnsortedSegmentMax (class in mindspore.ops)

UnsortedSegmentMin (class in mindspore.ops) UnsortedSegmentProd (class in mindspore.ops) UnsortedSegmentSum (class in mindspore.ops) unsqueeze() (in module mindspore.ops) (mindspore.Tensor method) Unstack (class in mindspore.ops) unstack() (in module mindspore.ops) untrainable_params() (mindspore.nn.Cell method) unwrap() (in module mindspore.numpy) update() (mindspore.nn.CellDict method) (mindspore.train.Accuracy method) (mindspore.train.BleuScore method) (mindspore.train.ConfusionMatrix method) (mindspore.train.ConfusionMatrixMetric method) (mindspore.train.CosineSimilarity method) (mindspore.train.Dice method) (mindspore.train.Fbeta method) (mindspore.train.HausdorffDistance method) (mindspore.train.Loss method) (mindspore.train.MAE method) (mindspore.train.MeanSurfaceDistance method) (mindspore.train.Metric method) (mindspore.train.MSE method) (mindspore.train.OcclusionSensitivity method) (mindspore.train.Perplexity method) (mindspore.train.Precision method) (mindspore.train.Recall method) (mindspore.train.ROC method) (mindspore.train.RootMeanSquareDistance method) (mindspore.train.TopKCategoricalAccuracy method) update_cell_prefix() (mindspore.nn.Cell method) update_cell_type() (mindspore.nn.Cell method) update_loss_scale() (mindspore.amp.DynamicLossScaleManager method) (mindspore.amp.FixedLossScaleManager method) (mindspore.amp.LossScaleManager method) update_loss_scale_status() (mindspore.boost.GroupLossScaleManager method) update_parameter (mindspore.ops.Primitive property) update_parameters_name() (mindspore.nn.Cell method) Upsample (class in mindspore.nn) upsample() (in module mindspore.ops) UpsampleNearest3D (class in mindspore.ops) UpsampleTrilinear3D (class in mindspore.ops) use_sampler() (mindspore.dataset.MappableDataset method) USPSDataset (class in mindspore.dataset)

V

Vad (class in mindspore.dataset.audio) value() (mindspore.Parameter method) (mindspore.QuantDtype method) value_and_grad() (in module mindspore) values (mindspore.COOTensor property) (mindspore.CSRTensor property) (mindspore.SparseTensor property) values() (mindspore.nn.CellDict method) ValueType (class in mindspore.rewrite) vander() (in module mindspore.numpy) (in module mindspore.ops) var() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.nn.probability.distribution.Bernoulli method) (mindspore.nn.probability.distribution.Beta method) (mindspore.nn.probability.distribution.Categorical method) (mindspore.nn.probability.distribution.Cauchy method) (mindspore.nn.probability.distribution.Distribution method) (mindspore.nn.probability.distribution.Exponential method) (mindspore.nn.probability.distribution.Gamma method) (mindspore.nn.probability.distribution.Geometric method) (mindspore.nn.probability.distribution.Gumbel method) (mindspore.nn.probability.distribution.Logistic method) (mindspore.nn.probability.distribution.LogNormal method) (mindspore.nn.probability.distribution.Normal method) (mindspore.nn.probability.distribution.Poisson method) (mindspore.nn.probability.distribution.Uniform method) (mindspore.Tensor method)

var_mean() (in module mindspore.ops) VarianceScaling (class in mindspore.common.initializer) vecdot() (in module mindspore.ops) Vectors (class in mindspore.dataset.text) VerticalFlip (class in mindspore.dataset.vision) view() (mindspore.Tensor method) view_as() (mindspore.Tensor method) view_as_real() (in module mindspore.ops) vjp() (in module mindspore) vmap() (in module mindspore) Vocab (class in mindspore.dataset.text) vocab() (mindspore.dataset.text.Vocab method) VOCDataset (class in mindspore.dataset) Vol (class in mindspore.dataset.audio) vsplit() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) vstack() (in module mindspore.numpy) (in module mindspore.ops)

W

wait() (mindspore.hal.Event method) wait_event() (mindspore.hal.Stream method) wait_stream() (mindspore.hal.Stream method) WaitedDSCallback (class in mindspore.dataset) warmup_lr() (in module mindspore.nn) WarmUpLR (class in mindspore.nn) WeightedRandomSampler (class in mindspore.dataset) where() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method)

WhitespaceTokenizer (class in mindspore.dataset.text) WIDERFaceDataset (class in mindspore.dataset) WikiTextDataset (class in mindspore.dataset) WindowType (class in mindspore.dataset.audio) WithEvalCell (class in mindspore.nn) WithLossCell (class in mindspore.nn) WordpieceTokenizer (class in mindspore.dataset.text) write_file() (in module mindspore.dataset.vision) write_jpeg() (in module mindspore.dataset.vision) write_png() (in module mindspore.dataset.vision) write_raw_data() (mindspore.mindrecord.FileWriter method)

X

XavierNormal (class in mindspore.common.initializer) XavierUniform (class in mindspore.common.initializer) Xdivy (class in mindspore.ops) xdivy() (in module mindspore.ops) (mindspore.Tensor method)

Xlogy (class in mindspore.ops) xlogy() (in module mindspore.ops) (mindspore.Tensor method)

Y

YahooAnswersDataset (class in mindspore.dataset)

YelpReviewDataset (class in mindspore.dataset) YesNoDataset (class in mindspore.dataset)

Z

Zero (class in mindspore.common.initializer) ZeroPad2d (class in mindspore.nn) Zeros (class in mindspore.ops) zeros() (in module mindspore.numpy) (in module mindspore.ops)

zeros_like() (in module mindspore.numpy) (in module mindspore.ops) ZerosLike (class in mindspore.ops) Zeta (class in mindspore.ops) zeta() (in module mindspore.ops) zip() (mindspore.dataset.Dataset method)