Index

_

_ExperimentalConfig (class in mindspore.profiler)

A

Abs (class in mindspore.ops) abs() (in module mindspore.mint) (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) aclinit_config() (in module mindspore.device_context.ascend.op_debug) aclnn_cache() (in module mindspore.device_context.ascend.op_tuning) ACos (class in mindspore.ops) acos() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) Acosh (class in mindspore.ops) acosh() (in module mindspore.mint) (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.mint.optim) (class in mindspore.nn) (class in mindspore.ops) Adamax (class in mindspore.experimental.optim) AdaMax (class in mindspore.nn) AdamW (class in mindspore.experimental.optim) (class in mindspore.mint.optim) AdamWeightDecay (class in mindspore.nn) (class in mindspore.ops) adaptive_avg_pool1d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) adaptive_avg_pool2d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) adaptive_avg_pool3d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) adaptive_max_pool1d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) adaptive_max_pool2d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) AdaptiveAvgPool1d (class in mindspore.mint.nn) (class in mindspore.nn) AdaptiveAvgPool2d (class in mindspore.mint.nn) (class in mindspore.nn) AdaptiveAvgPool2D (class in mindspore.ops) AdaptiveAvgPool3d (class in mindspore.mint.nn) (class in mindspore.nn) AdaptiveAvgPool3D (class in mindspore.ops) AdaptiveMaxPool1d (class in mindspore.mint.nn) (class in mindspore.nn) AdaptiveMaxPool2d (class in mindspore.mint.nn) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.COOTensor method) (mindspore.CSRTensor method) (mindspore.mint.distributed.TCPStore method) (mindspore.ops.communication.TCPStore method) (mindspore.Tensor method) add_() (mindspore.Tensor method) add_column() (mindspore.dataset.Schema method), [1] 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), [1] add_metadata() (mindspore.Profiler method) (mindspore.profiler.profile method) add_metadata_json() (mindspore.Profiler method) (mindspore.profiler.profile 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.GeneratorDataset method), [1] (mindspore.dataset.MappableDataset method) add_schema() (mindspore.mindrecord.FileWriter method), [1] add_value() (mindspore.SummaryRecord method) add_word() (mindspore.dataset.text.JiebaTokenizer method) addbmm() (in module mindspore.mint) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) addmm_() (mindspore.Tensor method) addmv() (in module mindspore.mint) (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), [1] AiCPURegOp (class in mindspore.ops) all() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) all_finite() (in module mindspore.amp) all_gather() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) all_gather_into_tensor() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) all_gather_into_tensor_uneven() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) all_gather_matmul() (in module mindspore.ops) all_gather_object() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) all_reduce() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) all_to_all() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) all_to_all_single() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) all_to_all_single_with_output_shape() (in module mindspore.communication.comm_func) all_to_all_v_c() (in module mindspore.communication.comm_func) (in module mindspore.ops.communication) all_to_all_with_output_shape() (in module mindspore.communication.comm_func) allclose() (in module mindspore.mint) (mindspore.Tensor method) AllGather (class in mindspore.ops) AllGatherV (class in mindspore.ops) AllpassBiquad (class in mindspore.dataset.audio) AllReduce (class in mindspore.ops) AlltoAll (class in mindspore.ops) AlltoAllV (class in mindspore.ops) AlltoAllVC (class in mindspore.ops) amax() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) AmazonReviewDataset (class in mindspore.dataset), [1]

amin() (in module mindspore.mint) (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() (in module mindspore.profiler.profiler) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) aoe_job_type() (in module mindspore.device_context.ascend.op_tuning) aoe_tune_mode() (in module mindspore.device_context.ascend.op_tuning) 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.mint) (in module mindspore.numpy) (in module mindspore.ops) arccos() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arccosh() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arcsin() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arcsinh() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arctan() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arctan2() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) arctanh() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Argmax (class in mindspore.ops) argmax() (in module mindspore.mint) (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.mint) (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.mint) (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) asfarray() (in module mindspore.numpy) ASGD (class in mindspore.experimental.optim) (class in mindspore.nn) Asin (class in mindspore.ops) asin() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) Asinh (class in mindspore.ops) asinh() (in module mindspore.mint) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) Atan2 (class in mindspore.ops) atan2() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) Atanh (class in mindspore.ops) atanh() (in module mindspore.mint) (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_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) AutoParallel (class in mindspore.parallel.auto_parallel) average() (in module mindspore.numpy) avg_pool1d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) avg_pool2d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) avg_pool3d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) AvgPool (class in mindspore.ops) AvgPool1d (class in mindspore.nn) AvgPool2d (class in mindspore.mint.nn) (class in mindspore.nn) AvgPool3d (class in mindspore.mint.nn) (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.mint) (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) Barrier (class in mindspore.ops) barrier() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) 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_isend_irecv() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) batch_norm() (in module mindspore.mint.nn.functional) (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.mint.nn) (class in mindspore.nn) BatchNorm2d (class in mindspore.mint.nn) (class in mindspore.nn) BatchNorm3d (class in mindspore.mint.nn) (class in mindspore.nn) BatchSampler (class in mindspore.dataset.dataloader) BatchToSpace (class in mindspore.ops) BatchToSpaceND (class in mindspore.ops) BCELoss (class in mindspore.mint.nn) (class in mindspore.nn) BCEWithLogitsLoss (class in mindspore.mint.nn) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) bernoulli_() (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) bfloat16() (mindspore.Tensor method) 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), [1] (mindspore.nn.probability.distribution.TransformedDistribution property), [1] binary_cross_entropy() (in module mindspore.mint.nn.functional) (in module mindspore.ops) binary_cross_entropy_with_logits() (in module mindspore.mint.nn.functional) (in module mindspore.ops) BinaryCrossEntropy (class in mindspore.ops) Bincount (class in mindspore.ops) bincount() (in module mindspore.mint) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) bitwise_left_shift() (in module mindspore.ops) (mindspore.Tensor method) bitwise_not() (mindspore.Tensor method) bitwise_or() (in module mindspore.mint) (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.mint) (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), [1] bmm() (in module mindspore.mint) (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() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) broadcast_arrays() (in module mindspore.numpy) broadcast_object_list() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) broadcast_params() (mindspore.nn.Optimizer method) broadcast_to() (in module mindspore.mint) (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) buffers() (mindspore.nn.Cell method) build() (mindspore.ops.CustomOpBuilder method) (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.parallel) build_train_network() (in module mindspore.amp) byte() (mindspore.Tensor method)

C

cache_enable (mindspore.Parameter property) cache_shape (mindspore.Parameter property) Callback (class in mindspore.train) Caltech101Dataset (class in mindspore.dataset), [1] Caltech256Dataset (class in mindspore.dataset), [1] candidate_fields (mindspore.mindrecord.MindPage property), [1] CaseFold (class in mindspore.dataset.text) Cast (class in mindspore.ops) cast() (in module mindspore.ops) cast_inputs() (mindspore.nn.Cell method) cast_param_by_value() (mindspore.nn.probability.bijector.Bijector method) cat() (in module mindspore.mint) (in module mindspore.ops) Categorical (class in mindspore.nn.probability.distribution) category_field (mindspore.mindrecord.MindPage property), [1] 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.mint) (in module mindspore.ops) Ceil (class in mindspore.ops) ceil() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) CelebADataset (class in mindspore.dataset), [1] 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), [1] cho_solve() (in module mindspore.scipy.linalg), [1] choice_with_mask() (in module mindspore.ops) Cholesky (class in mindspore.ops) cholesky() (in module mindspore.ops) (in module mindspore.scipy.linalg), [1] (mindspore.Tensor method) cholesky_solve() (in module mindspore.ops) (mindspore.Tensor method) choose() (in module mindspore.numpy) (mindspore.Tensor method) chunk() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) Cifar100Dataset (class in mindspore.dataset), [1] Cifar100ToMR (class in mindspore.mindrecord), [1] Cifar10Dataset (class in mindspore.dataset), [1] Cifar10ToMR (class in mindspore.mindrecord), [1] CityscapesDataset (class in mindspore.dataset), [1] ckpt_to_safetensors() (in module mindspore) clamp() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) clamp_() (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) clear_strategy_metadata() (in module mindspore.parallel.strategy) 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() (in module mindspore.mint) (mindspore.Parameter method) (mindspore.ParameterTuple method) (mindspore.Tensor method) close() (mindspore.dataset.utils.LineReader method) (mindspore.mindrecord.FileReader method), [1] (mindspore.mindrecord.MindPage method), [1] (mindspore.SummaryRecord method) CLUEDataset (class in mindspore.dataset), [1] CMUArcticDataset (class in mindspore.dataset), [1] coalesce() (mindspore.COOTensor method) CocoDataset (class in mindspore.dataset), [1] Col2Im (class in mindspore.ops) col2im() (in module mindspore.ops) (mindspore.Tensor method) collate() (in module mindspore.dataset.dataloader._utils.collate) CollectiveGather (class in mindspore.ops) CollectiveScatter (class in mindspore.ops) column_stack() (in module mindspore.numpy) (in module mindspore.ops) combinations() (in module mindspore.ops) combine_tensor_list_contiguous() (in module mindspore.hal.contiguous_tensors_handle) comm_fusion (mindspore.Parameter property) comm_fusion() (mindspore.parallel.auto_parallel.AutoParallel method) commit() (mindspore.mindrecord.FileWriter method), [1] communication_stream() (in module mindspore.hal) (in module mindspore.runtime) compare() (in module mindspore.dataset), [1] compile() (mindspore.nn.Cell method) compile_and_run() (mindspore.nn.Cell method) compiled (mindspore.nn.Cell property) 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.mint) (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), [1] concentration0 (mindspore.nn.probability.distribution.Beta property), [1] concentration1 (mindspore.nn.probability.distribution.Beta property), [1] 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), [1] 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.mint.nn) (class in mindspore.nn) ConstantPad2d (class in mindspore.mint.nn) (class in mindspore.nn) ConstantPad3d (class in mindspore.mint.nn) (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) ContiguousTensorsHandle (class in mindspore.hal.contiguous_tensors_handle) continue_send() (mindspore.DatasetHelper method) Contrast (class in mindspore.dataset.audio) Conv1d (class in mindspore.mint.nn) (class in mindspore.nn) conv1d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) Conv1dTranspose (class in mindspore.nn) Conv2d (class in mindspore.mint.nn) (class in mindspore.nn) Conv2D (class in mindspore.ops) conv2d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) Conv2dTranspose (class in mindspore.nn)

Conv2DTranspose (class in mindspore.ops) Conv3d (class in mindspore.mint.nn) (class in mindspore.nn) Conv3D (class in mindspore.ops) conv3d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) Conv3dTranspose (class in mindspore.nn) Conv3DTranspose (class in mindspore.ops) conv_allow_hf32() (in module mindspore.device_context.ascend.op_precision) conv_allow_tf32() (in module mindspore.device_context.gpu.op_precision) conv_dgrad_algo() (in module mindspore.device_context.gpu.op_tuning) conv_fprop_algo() (in module mindspore.device_context.gpu.op_tuning) conv_transpose2d() (in module mindspore.mint.nn.functional) conv_wgrad_algo() (in module mindspore.device_context.gpu.op_tuning) convert_checkpoint_by_rank() (in module mindspore.parallel) convert_checkpoints() (in module mindspore.parallel) ConvertColor (class in mindspore.dataset.vision) ConvertMode (class in mindspore.dataset.vision) convolve() (in module mindspore.numpy) ConvTranspose2d (class in mindspore.mint.nn) 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) copy_() (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Cosh (class in mindspore.ops) cosh() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) cosine_decay_lr() (in module mindspore.nn) cosine_embedding_loss() (in module mindspore.mint.nn.functional) (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.mint.nn) (class in mindspore.nn) CosineSimilarity (class in mindspore.train) count_nonzero() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) cov() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) crc_check (mindspore.train.CheckpointConfig property) 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_runtime_obj() (mindspore.dataset.DSCallback method) (mindspore.dataset.WaitedDSCallback method), [1] 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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) cross_entropy() (in module mindspore.mint.nn.functional) (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.mint.nn) (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), [1] CsvToMR (class in mindspore.mindrecord), [1] 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.mint) (in module mindspore.ops) (mindspore.Tensor method) Cummin (class in mindspore.ops) cummin() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) CumProd (class in mindspore.ops) cumprod() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) CumSum (class in mindspore.ops) cumsum() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) current_stream() (in module mindspore.hal) (in module mindspore.runtime) Custom (class in mindspore.ops) custom_info_register() (in module mindspore.ops) custom_mixed_precision() (in module mindspore.amp) CustomOpBuilder (class in mindspore.ops) CustomPassType (class in mindspore.graph) 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.Tensor attribute) data_sink() (in module mindspore) DataFormatDimMap (class in mindspore.ops) DataLoader (class in mindspore.dataset.dataloader) Dataset (class in mindspore.dataset.dataloader) dataset_strategy() (mindspore.parallel.auto_parallel.AutoParallel method) DatasetCache (class in mindspore.dataset), [1] DatasetHelper (class in mindspore) DataType (class in mindspore.ops) DBpediaDataset (class in mindspore.dataset), [1] DBToAmplitude (class in mindspore.dataset.audio) DCShift (class in mindspore.dataset.audio) debug_option() (in module mindspore.device_context.ascend.op_debug) DebugHook (class in mindspore.dataset.debug) decay_weight() (mindspore.nn.Optimizer method) Decode (class in mindspore.dataset.vision) DecodeVideo (class in mindspore.dataset.vision) DeemphBiquad (class in mindspore.dataset.audio) deepcopy() (in module mindspore.ops) default_collate() (in module mindspore.dataset.dataloader) default_convert() (in module mindspore.dataset.dataloader) default_stream() (in module mindspore.hal) (in module mindspore.runtime) 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) delete_() (mindspore.Tensor method) delete_key() (mindspore.mint.distributed.TCPStore method) (mindspore.ops.communication.TCPStore 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), [1] destroy_group() (in module mindspore.communication) destroy_process_group() (in module mindspore.mint.distributed) (in module mindspore.ops.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.AdjustSharpness method) (mindspore.dataset.vision.Affine method) (mindspore.dataset.vision.AutoContrast method) (mindspore.dataset.vision.ConvertColor method) (mindspore.dataset.vision.Crop method) (mindspore.dataset.vision.Decode method) (mindspore.dataset.vision.Equalize method) (mindspore.dataset.vision.Erase method) (mindspore.dataset.vision.GaussianBlur method) (mindspore.dataset.vision.HorizontalFlip method) (mindspore.dataset.vision.Invert method) (mindspore.dataset.vision.Normalize method) (mindspore.dataset.vision.Pad method) (mindspore.dataset.vision.Perspective method) (mindspore.dataset.vision.Posterize method) (mindspore.dataset.vision.Resize method) (mindspore.dataset.vision.ResizedCrop method) (mindspore.dataset.vision.Rotate method) (mindspore.dataset.vision.Solarize method) (mindspore.dataset.vision.VerticalFlip method) device_count() (in module mindspore.device_context.ascend) (in module mindspore.device_context.cpu) (in module mindspore.device_context.gpu) (in module mindspore.hal) Diag (class in mindspore.ops) diag() (in module mindspore.mint) (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.mint) (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) disable_gradient_fp32_sync() (mindspore.parallel.auto_parallel.AutoParallel method) disable_loss_repeated_mean() (mindspore.parallel.auto_parallel.AutoParallel method) disable_strategy_file_only_for_trainable_params() (mindspore.parallel.auto_parallel.AutoParallel method) dispatch_threads_num() (in module mindspore.runtime) dist() (in module mindspore.ops) DistributedDataParallel (class in mindspore.parallel.distributed) DistributedGradReducer (class in mindspore.nn) DistributedSampler (class in mindspore.dataset), [1] (class in mindspore.dataset.dataloader) Distribution (class in mindspore.nn.probability.distribution) distribution (mindspore.nn.probability.distribution.TransformedDistribution property), [1] Dither (class in mindspore.dataset.audio) Div (class in mindspore.ops) div() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) DIV2KDataset (class in mindspore.dataset), [1] div_() (mindspore.Tensor method) divide() (in module mindspore.mint) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) double() (mindspore.Tensor method) Dropout (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) dropout() (in module mindspore.mint.nn.functional) (in module mindspore.ops) Dropout1d (class in mindspore.nn) dropout1d() (in module mindspore.ops) Dropout2d (class in mindspore.mint.nn) (class in mindspore.nn) Dropout2D (class in mindspore.ops) dropout2d() (in module mindspore.mint.nn.functional) (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), [1] ds_epoch_begin() (mindspore.dataset.DSCallback method), [1] (mindspore.dataset.WaitedDSCallback method), [1] ds_epoch_end() (mindspore.dataset.DSCallback method), [1] ds_step_begin() (mindspore.dataset.DSCallback method), [1] (mindspore.dataset.WaitedDSCallback method), [1] ds_step_end() (mindspore.dataset.DSCallback method), [1] DSCallback (class in mindspore.dataset), [1] 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), [1] (mindspore.Tensor property) dtype_format() (mindspore.ops.CustomRegOp method) dump_local_norm() (mindspore.parallel.auto_parallel.AutoParallel method) 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) DynamicProfilerMonitor (class in mindspore.profiler) 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), [1] eigvals() (in module mindspore.ops) (mindspore.Tensor method) Einsum (class in mindspore.ops) einsum() (in module mindspore.mint) (in module mindspore.ops) elapsed_time() (mindspore.hal.Event method) (mindspore.runtime.Event method) ELU (class in mindspore.mint.nn) (class in mindspore.nn) Elu (class in mindspore.ops) elu() (in module mindspore.mint.nn.functional) (in module mindspore.ops) elu_() (in module mindspore.mint.nn.functional) Embedding (class in mindspore.mint.nn) (class in mindspore.nn) embedding() (in module mindspore.mint.nn.functional) (in module mindspore.ops) EmbeddingLookup (class in mindspore.nn) (class in mindspore.ops) EMnistDataset (class in mindspore.dataset), [1] empty() (in module mindspore.mint) (in module mindspore.numpy) empty_cache() (in module mindspore.hal) (in module mindspore.runtime) empty_like() (in module mindspore.mint) (in module mindspore.numpy) enable_device_local_norm() (mindspore.parallel.auto_parallel.AutoParallel method) enable_dynamic() (in module mindspore) enable_fp32_communication() (mindspore.parallel.auto_parallel.AutoParallel method) enable_gradients_mean() (mindspore.parallel.auto_parallel.AutoParallel method) enable_save_strategy_online() (in module mindspore.parallel.strategy) 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.dataset.WaitedDSCallback method), [1] (mindspore.train.Callback method) (mindspore.train.ModelCheckpoint method) (mindspore.train.TrainFaultTolerance 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), [1] epoch_begin() (mindspore.train.Callback method) (mindspore.train.TimeMonitor method) epoch_end() (mindspore.dataset.WaitedDSCallback method), [1] (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.mint) (in module mindspore.ops) (mindspore.Tensor method) Equal (class in mindspore.ops) equal() (in module mindspore.mint) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) Erfc (class in mindspore.ops) erfc() (in module mindspore.mint) (in module mindspore.mint.special) (in module mindspore.ops) (mindspore.Tensor method)

Erfinv (class in mindspore.ops) erfinv() (in module mindspore.mint) (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) (class in mindspore.runtime) execute_timeout() (in module mindspore.device_context.ascend.op_debug) Exp (class in mindspore.nn.probability.bijector) (class in mindspore.ops) exp() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) exp2() (in module mindspore.mint) (in module mindspore.mint.special) (in module mindspore.numpy) (in module mindspore.ops) exp_() (mindspore.Tensor method) expand() (mindspore.Tensor method) 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.mint) (in module mindspore.mint.special) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Exponential (class in mindspore.nn.probability.distribution) exponential_() (mindspore.Tensor method) exponential_decay_lr() (in module mindspore.nn) ExponentialDecayLR (class in mindspore.nn) ExponentialLR (class in mindspore.experimental.optim.lr_scheduler) export() (in module mindspore) (in module mindspore.onnx) extend() (mindspore.nn.CellList method) extend_repr() (mindspore.nn.Cell method) (mindspore.nn.probability.bijector.Exp method) (mindspore.nn.probability.bijector.GumbelCDF method) (mindspore.nn.probability.bijector.PowerTransform method) (mindspore.nn.probability.bijector.ScalarAffine method) (mindspore.nn.probability.bijector.Softplus method) (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.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) ExtractVolumePatches (class in mindspore.ops) Eye (class in mindspore.ops) eye() (in module mindspore.mint) (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), [1] FashionMnistDataset (class in mindspore.dataset), [1] 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), [1] FileWriter (class in mindspore.mindrecord), [1] Fill (class in mindspore.dataset.transforms) (class in mindspore.ops) fill() (in module mindspore.ops) fill_() (mindspore.Tensor method) fill_diagonal() (mindspore.Tensor method) 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.mint) (in module mindspore.numpy) FixedLossScaleManager (class in mindspore.amp) FixedLossScaleUpdateCell (class in mindspore.nn) Flanger (class in mindspore.dataset.audio) flash_attention_score() (in module mindspore.ops) flat_map() (mindspore.dataset.Dataset method) Flatten (class in mindspore.nn) (class in mindspore.ops) flatten() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) FlickrDataset (class in mindspore.dataset), [1] flip() (in module mindspore.mint) (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.mint) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) floor_() (mindspore.Tensor method) floor_div() (in module mindspore.ops) floor_divide() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) floor_divide_() (mindspore.Tensor method) floor_mod() (in module mindspore.ops)

FloorDiv (class in mindspore.ops) FloorMod (class in mindspore.ops) FlopsUtilizationCollector (class in mindspore.train) Flowers102Dataset (class in mindspore.dataset), [1] 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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) FocalLoss (class in mindspore.nn) Fold (class in mindspore.mint.nn) fold() (in module mindspore.mint.nn.functional) (in module mindspore.ops) (mindspore.Tensor method) Food101Dataset (class in mindspore.dataset), [1] ForiLoop (class in mindspore.ops) 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), [1] (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), [1] (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.mint) (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_dlpack() (in module mindspore.utils.dlpack) 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), [1] from_list() (mindspore.dataset.text.Vocab class method) from_numpy() (in module mindspore) (mindspore.Tensor static method) frombuffer() (in module mindspore) FTRL (class in mindspore.nn) full() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) full_like() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) fused_infer_attention_score() (in module mindspore.ops) FusedAdamW (class in mindspore.mint.optim)

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.mint) (in module mindspore.mint.distributed) (in module mindspore.ops) (in module mindspore.ops.communication) (mindspore.Tensor method) gather_d() (in module mindspore.ops) gather_elements() (in module mindspore.ops) (mindspore.Tensor method) gather_into_tensor() (in module mindspore.communication.comm_func) (in module mindspore.ops.communication) gather_nd() (in module mindspore.ops) (mindspore.Tensor method) gather_object() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) 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) (mindspore.Tensor method) ge() (in module mindspore.ops) (mindspore.Tensor method) GELU (class in mindspore.mint.nn) (class in mindspore.nn) GeLU (class in mindspore.ops) gelu() (in module mindspore.mint.nn.functional) (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_scope() (mindspore.nn.Cell method) Generator (class in mindspore) GeneratorDataset (class in mindspore.dataset), [1] 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() (mindspore.mint.distributed.TCPStore method) (mindspore.ops.communication.TCPStore 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_backend() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) get_batch_num() (mindspore.dataset.BatchInfo method) get_batch_size() (mindspore.dataset.Dataset method) get_black_list() (in module mindspore.amp) get_buffer() (mindspore.nn.Cell method) get_callback_timeout() (in module mindspore.dataset.config) get_cflags() (mindspore.ops.CustomOpBuilder method) get_checkpoint_policy() (mindspore.train.CheckpointConfig method) get_ckpt_path_with_strategy() (in module mindspore) get_class_indexing() (mindspore.dataset.Caltech101Dataset method), [1] (mindspore.dataset.CocoDataset method), [1] (mindspore.dataset.Dataset method) (mindspore.dataset.Flowers102Dataset method), [1] (mindspore.dataset.ImageFolderDataset method), [1] (mindspore.dataset.ManifestDataset method), [1] (mindspore.dataset.VOCDataset method), [1] get_code() (mindspore.rewrite.SymbolTree method) get_col_names() (mindspore.dataset.Dataset method) get_comm_name() (in module mindspore.communication) get_context() (in module mindspore) get_current_device() (in module mindspore) get_current_strategy_metadata() (in module mindspore.parallel.strategy) get_dataset_size() (mindspore.dataset.Dataset method) get_debug_mode() (in module mindspore.dataset.config) get_device_capability() (in module mindspore.hal) get_device_limit() (in module mindspore.runtime) 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_extra_state() (mindspore.nn.Cell method) get_fast_recovery() (in module mindspore.dataset.config) get_flags() (mindspore.nn.Cell method) get_frames_at() (mindspore.dataset.vision.VideoDecoder method) get_func_graph_proto() (mindspore.nn.Cell method) get_global_rank() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) get_grad() (in module mindspore) get_group_rank() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) 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_include_paths() (mindspore.ops.CustomOpBuilder method) 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_ldflags() (mindspore.ops.CustomOpBuilder 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_start_method() (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), [1] get_node() (mindspore.rewrite.SymbolTree method) get_node_type() (mindspore.rewrite.Node method) get_num_parallel_workers() (in module mindspore.dataset.config) get_numa_enable() (in module mindspore.dataset.config) get_op_info() (mindspore.ops.CustomRegOp method) get_optimizer_wrapper() (mindspore.train.TrainFaultTolerance class method) get_overflow_status() (mindspore.nn.TrainOneStepWithLossScaleCell method) get_parameters() (mindspore.nn.Cell method) get_prefetch_size() (in module mindspore.dataset.config) get_process_group_ranks() (in module mindspore.communication) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) get_ps_context() (in module mindspore) get_rank() (in module mindspore.communication) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) get_repeat_count() (mindspore.dataset.Dataset method) get_rng_state() (in module mindspore) get_scope() (mindspore.nn.Cell method) get_sdc_detect_result() (in module mindspore.tools) (in module mindspore.utils) get_seed() (in module mindspore) (in module mindspore.dataset.config) get_shuffle_mode() (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_sources() (mindspore.ops.CustomOpBuilder method) get_stat() (mindspore.dataset.DatasetCache method), [1] get_state() (mindspore.Generator method) get_stop_requested() (mindspore.train.RunContext method) get_strategy_metadata() (in module mindspore.parallel.strategy) get_stream_limit() (in module mindspore.runtime) get_sub_cell() (mindspore.nn.Cell 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_video_backend() (in module mindspore.dataset.config) get_vm_impl_fn() (in module mindspore.ops) get_weight_decay() (mindspore.nn.Optimizer method) get_white_list() (in module mindspore.amp) get_worker_info() (in module mindspore.dataset.dataloader) get_world_rank_from_group_rank() (in module mindspore.communication) get_world_size() (in module mindspore.mint.distributed) (in module mindspore.ops.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.mint.nn) (class in mindspore.nn) (class in mindspore.ops) glu() (in module mindspore.mint.nn.functional) (in module mindspore.ops) grad() (in module mindspore) GradAccumulation (class in mindspore.parallel.nn) 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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) greater_equal() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) GreaterEqual (class in mindspore.ops) grid_sample() (in module mindspore.mint.nn.functional) (in module mindspore.ops) GridSampler2D (class in mindspore.ops) GridSampler3D (class in mindspore.ops) GriffinLim (class in mindspore.dataset.audio) group_norm() (in module mindspore.mint.nn.functional) (in module mindspore.ops) GroupLossScaleManager (class in mindspore.boost) GroupNorm (class in mindspore.mint.nn) (class in mindspore.nn) GRU (class in mindspore.nn) GRUCell (class in mindspore.nn) gt() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) GTZANDataset (class in mindspore.dataset), [1] 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 (class in mindspore.mint.nn) hardshrink() (in module mindspore.mint.nn.functional) (in module mindspore.ops) (mindspore.Tensor method) Hardsigmoid (class in mindspore.mint.nn) hardsigmoid() (in module mindspore.mint.nn.functional) (in module mindspore.ops) Hardswish (class in mindspore.mint.nn) hardswish() (in module mindspore.mint.nn.functional) (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), [1] HighpassBiquad (class in mindspore.dataset.audio) hinge_embedding_loss() (in module mindspore.ops) HingeEmbeddingLoss (class in mindspore.nn)

histc() (in module mindspore.mint) (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) hsdp() (mindspore.parallel.auto_parallel.AutoParallel method) 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.mint.nn) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) ImageBatchFormat (class in mindspore.dataset.vision) ImageFolderDataset (class in mindspore.dataset), [1] ImageNetToMR (class in mindspore.mindrecord), [1] ImageReadMode (class in mindspore.dataset.vision) ImageSummary (class in mindspore.ops) IMDBDataset (class in mindspore.dataset), [1] imshow_det_bbox() (in module mindspore.dataset.utils) in1d() (in module mindspore.numpy) in_cooldown() (mindspore.experimental.optim.lr_scheduler.ReduceLROnPlateau method) incre_flash_attention() (in module mindspore.ops) index_add() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) index_add_() (mindspore.Tensor method) index_copy_() (mindspore.Tensor method) index_fill() (in module mindspore.ops) (mindspore.Tensor method) index_fill_() (mindspore.Tensor method) index_put() (mindspore.Tensor method) index_put_() (mindspore.Tensor method) index_select() (in module mindspore.mint) (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_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) init_process_group() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) inited_param (mindspore.Parameter property) initial_seed() (in module mindspore) (mindspore.Generator method) 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.mint.nn.functional) (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.mint.linalg) (in module mindspore.ops) (in module mindspore.scipy.linalg), [1] (mindspore.Tensor method)

inverse() (in module mindspore.mint) (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), [1] (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), [1] (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) irecv() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) is_available() (in module mindspore.device_context.ascend) (in module mindspore.device_context.cpu) (in module mindspore.device_context.gpu) (in module mindspore.hal) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) 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) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) is_linear_transformation (mindspore.nn.probability.distribution.TransformedDistribution property), [1] is_meta (mindspore.Tensor attribute) is_nonzero() (in module mindspore.ops) is_pinned() (mindspore.Tensor method) is_shared() (mindspore.Tensor method) is_signed() (mindspore.Tensor method) is_tensor() (in module mindspore) (in module mindspore.ops) IsClose (class in mindspore.ops) isclose() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) isend() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) IsFinite (class in mindspore.ops) isfinite() (in module mindspore.mint) (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.mint) (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.mint) (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) IterableDataset (class in mindspore.dataset.dataloader) IWSLT2016Dataset (class in mindspore.dataset), [1] IWSLT2017Dataset (class in mindspore.dataset), [1] 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), [1] kl_div() (in module mindspore.mint.nn.functional) (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.mint.nn) (class in mindspore.nn) (class in mindspore.ops) KMnistDataset (class in mindspore.dataset), [1] kron() (in module mindspore.numpy) (in module mindspore.ops)

L

l1_loss() (in module mindspore.mint.nn.functional) (in module mindspore.ops) L1Loss (class in mindspore.mint.nn) (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) launch_blocking() (in module mindspore.runtime) layer_norm() (in module mindspore.mint.nn.functional) (in module mindspore.ops) LayerNorm (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) layerwise_parallel (mindspore.Parameter property) Layout (class in mindspore.parallel) 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.mint) (in module mindspore.ops) (mindspore.Tensor method) leaky_relu() (in module mindspore.mint.nn.functional) (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), [1] Lerp (class in mindspore.ops) lerp() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) Less (class in mindspore.ops) less() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) less_equal() (in module mindspore.mint) (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), [1] LibriTTSDataset (class in mindspore.dataset), [1] lightning_indexer() (in module mindspore.ops) line_search() (in module mindspore.scipy.optimize), [1] Linear (class in mindspore.mint.nn) linear() (in module mindspore.mint.nn.functional) linear_fbanks() (in module mindspore.dataset.audio) linear_sum_assignment() (in module mindspore.scipy.optimize), [1] 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.mint) (in module mindspore.numpy) (in module mindspore.ops) LJSpeechDataset (class in mindspore.dataset), [1] load() (in module mindspore) (in module mindspore.dataset.config) (mindspore.ops.CustomOpBuilder method) load_checkpoint() (in module mindspore) load_checkpoint_async() (in module mindspore) load_distributed_checkpoint() (in module mindspore.parallel) load_mindir() (in module mindspore) load_obf_params_into_net() (in module mindspore) load_operator_strategy_file() (mindspore.parallel.auto_parallel.AutoParallel method) load_param_into_net() (in module mindspore) load_param_strategy_file() (mindspore.parallel.auto_parallel.AutoParallel method) load_segmented_checkpoints() (in module mindspore.parallel) load_state_dict() (mindspore.nn.Cell method) loc (mindspore.nn.probability.bijector.GumbelCDF property), [1] (mindspore.nn.probability.distribution.Cauchy property), [1] (mindspore.nn.probability.distribution.Gumbel property), [1] (mindspore.nn.probability.distribution.Logistic property), [1] (mindspore.nn.probability.distribution.LogNormal property), [1] Log (class in mindspore.ops) log() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) log10() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Log1p (class in mindspore.ops) log1p() (in module mindspore.mint) (in module mindspore.mint.special) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) log2() (in module mindspore.mint) (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.mint.nn.functional) (in module mindspore.mint.special) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logaddexp2() (in module mindspore.mint) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logical_not() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logical_or() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) logical_xor() (in module mindspore.mint) (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.mint.nn) (class in mindspore.nn) logsigmoid() (in module mindspore.mint.nn.functional) (in module mindspore.ops) LogSoftmax (class in mindspore.mint.nn) (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.mint) (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), [1] 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) lstsq() (in module mindspore.scipy.linalg), [1] LSUNDataset (class in mindspore.dataset), [1] lt() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) lu() (in module mindspore.scipy.linalg), [1] lu_factor() (in module mindspore.scipy.linalg), [1] 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), [1] manual_seed() (in module mindspore) (mindspore.Generator method) 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) mark() (mindspore.profiler.mstx static method) 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_fill_() (mindspore.Tensor method) masked_scatter() (mindspore.Tensor method) masked_scatter_() (mindspore.Tensor method) masked_select() (in module mindspore.mint) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) matmul_allow_hf32() (in module mindspore.device_context.ascend.op_precision) matmul_allow_tf32() (in module mindspore.device_context.gpu.op_precision) matmul_reduce_scatter() (in module mindspore.ops) matrix_band_part() (in module mindspore.ops) matrix_diag() (in module mindspore.ops) matrix_diag_part() (in module mindspore.ops) matrix_norm() (in module mindspore.mint.linalg) 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.mint) (in module mindspore.ops) (mindspore.Tensor method) max_memory_allocated() (in module mindspore.hal) (in module mindspore.runtime) max_memory_reserved() (in module mindspore.hal) (in module mindspore.runtime) max_pool2d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) max_pool3d() (in module mindspore.ops) max_unpool1d() (in module mindspore.ops) max_unpool2d() (in module mindspore.mint.nn.functional) (in module mindspore.ops) max_unpool3d() (in module mindspore.ops) Maximum (class in mindspore.ops) maximum() (in module mindspore.mint) (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) MaxUnpool1d (class in mindspore.nn) MaxUnpool2d (class in mindspore.mint.nn) (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.mint) (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.mint) (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) memory_allocated() (in module mindspore.hal) (in module mindspore.runtime) memory_replay() (in module mindspore.runtime) memory_reserved() (in module mindspore.hal) (in module mindspore.runtime) memory_stats() (in module mindspore.hal) (in module mindspore.runtime) memory_summary() (in module mindspore.hal) (in module mindspore.runtime) MemPool (class in mindspore.runtime) merge_pipeline_strategys() (in module mindspore.parallel) Meshgrid (class in mindspore.ops) meshgrid() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) metadata (mindspore.dataset.vision.VideoDecoder property) Metric (class in mindspore.train) MFCC (class in mindspore.dataset.audio) mgrid() (in module mindspore.numpy) mH (mindspore.Tensor property) MicroBatchInterleaved (class in mindspore.parallel.nn) min() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) MindDataset (class in mindspore.dataset), [1] MindPage (class in mindspore.mindrecord), [1] mindspore.boost module mindspore.common.initializer module mindspore.common.np_dtype (built-in class) mindspore.communication.HCCL_WORLD_COMM_GROUP (built-in variable)

mindspore.communication.MCCL_WORLD_COMM_GROUP (built-in variable) mindspore.communication.NCCL_WORLD_COMM_GROUP (built-in variable) 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 mindspore.Tensor (built-in class) minimize() (in module mindspore.scipy.optimize), [1] Minimum (class in mindspore.ops) minimum() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) MirrorPad (class in mindspore.ops) Mish (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) mish() (in module mindspore.mint.nn.functional) (in module mindspore.ops) MixUp (class in mindspore.dataset.vision) MixUpBatch (class in mindspore.dataset.vision) mm() (in module mindspore.mint) (in module mindspore.ops) (mindspore.CSRTensor method) (mindspore.Tensor method) MnistDataset (class in mindspore.dataset), [1] MnistToMR (class in mindspore.mindrecord), [1] mock() (in module mindspore.utils.dryrun) 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.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 moe_token_permute() (in module mindspore.ops) moe_token_unpermute() (in module mindspore.ops) Momentum (class in mindspore.nn) Morph (class in mindspore.ops) move_to() (in module mindspore.ops) (mindspore.Tensor method) moveaxis() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) movedim() (in module mindspore.ops) (mindspore.Tensor method) ms_memory_recycle() (in module mindspore) MsDispatchMode (class in mindspore.utils) MSE (class in mindspore.train) mse_loss() (in module mindspore.mint.nn.functional) (in module mindspore.ops) MSELoss (class in mindspore.mint.nn) (class in mindspore.nn) msort() (in module mindspore.ops) (mindspore.Tensor method) mstx (class in mindspore.profiler) mT (mindspore.Tensor property) Mul (class in mindspore.ops) mul() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) mul_() (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), [1] 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.mint) (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.mint) (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) named_buffers() (mindspore.nn.Cell method) names() (in module mindspore.train) nan_to_num() (in module mindspore.mint) (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.mint) (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.mint) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) need_check_supported() (mindspore.ops.TBERegOp method) Neg (class in mindspore.ops) neg() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) negative() (in module mindspore.mint) (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_empty() (mindspore.Tensor method) new_full() (mindspore.Tensor method) new_group() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) 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.mint.nn.functional) (in module mindspore.ops) NLLLoss (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) NMSWithMask (class in mindspore.ops) no_init_parameters() (in module mindspore.nn.utils) no_init_parameters_in_compile() (mindspore.parallel.auto_parallel.AutoParallel method) no_inline() (in module mindspore) no_sync() (mindspore.parallel.distributed.DistributedDataParallel method) Node (class in mindspore.rewrite) nodes() (mindspore.rewrite.SymbolTree method) NodeType (class in mindspore.rewrite) NonZero (class in mindspore.ops) nonzero() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) NoRepeatNGram (class in mindspore.ops) norm() (in module mindspore.mint) (in module mindspore.mint.linalg) (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.mint) (in module mindspore.ops) normal_() (mindspore.Tensor method) Normalize (class in mindspore.dataset.vision) normalize() (in module mindspore.mint.nn.functional) 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.mint) (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) nsa_compress() (in module mindspore.ops) nsa_compress_attention() (in module mindspore.ops) nsa_select_attention() (in module 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), [1]

O

obfuscate_ckpt() (in module mindspore) OBSMindDataset (class in mindspore.dataset), [1] OcclusionSensitivity (class in mindspore.train) offline_analyse() (mindspore.Profiler class method) offload() (mindspore.nn.Cell method) ogrid() (in module mindspore.numpy) OmniglotDataset (class in mindspore.dataset), [1] 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) (mindspore.train.TrainFaultTolerance 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.OnRequestExit method) (mindspore.train.TimeMonitor method) on_train_step_end() (mindspore.train.Callback method) (mindspore.train.OnRequestExit method) (mindspore.train.TimeMonitor method) (mindspore.train.TrainFaultTolerance method)

One (class in mindspore.common.initializer) one_hot() (in module mindspore.mint.nn.functional) (in module mindspore.ops) OneHot (class in mindspore.dataset.transforms) (class in mindspore.ops) Ones (class in mindspore.ops) ones() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) ones_like() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) OnesLike (class in mindspore.ops) OnRequestExit (class in mindspore.train) op_analyse() (mindspore.Profiler method) op_compile() (in module mindspore.device_context.ascend.op_tuning) op_pattern() (mindspore.ops.TBERegOp method) op_precision_mode() (in module mindspore.device_context.ascend.op_precision) open_for_append() (mindspore.mindrecord.FileWriter class method), [1] Optimizer (class in mindspore.experimental.optim) (class in mindspore.nn) OptimizerProcess (class in mindspore.boost) OptTFTWrapper (class in mindspore.nn) 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.mint) (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

P2POp (class in mindspore.communication.comm_func) (class in mindspore.mint.distributed) (class in mindspore.ops.communication) Pad (class in mindspore.dataset.vision) (class in mindspore.nn) (class in mindspore.ops) pad() (in module mindspore.mint.nn.functional) (in module mindspore.numpy) (in module mindspore.ops) padded_batch() (mindspore.dataset.Dataset method) PaddedDataset (class in mindspore.dataset), [1] 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.parallel) 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() (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) parse_columns() (mindspore.dataset.Schema method), [1] parse_for_minddataset() (mindspore.dataset.DistributedSampler method) (mindspore.dataset.PKSampler method) (mindspore.dataset.RandomSampler method) (mindspore.dataset.SequentialSampler method) (mindspore.dataset.SubsetRandomSampler method) (mindspore.dataset.SubsetSampler method) 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), [1] permute() (in module mindspore.mint) (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), [1] piecewise() (in module mindspore.numpy) piecewise_constant_lr() (in module mindspore.nn) pin_memory() (mindspore.Tensor method) pinv() (in module mindspore.ops) Pipeline (class in mindspore.parallel.nn) pipeline() (mindspore.parallel.auto_parallel.AutoParallel method) pipeline_segment (mindspore.nn.Cell property) pipeline_stage (mindspore.nn.Cell property) PipelineCell (class in mindspore.nn) PipelineGradReducer (class in mindspore.parallel.nn) PitchShift (class in mindspore.dataset.audio) pixel_shuffle() (in module mindspore.mint.nn.functional) (in module mindspore.ops) pixel_unshuffle() (in module mindspore.ops) PixelShuffle (class in mindspore.mint.nn) (class in mindspore.nn) PixelUnshuffle (class in mindspore.nn) PKSampler (class in mindspore.dataset), [1] place() (mindspore.ops.Primitive method) Places365Dataset (class in mindspore.dataset), [1] PluggableAllocator (class in mindspore.runtime)

Poisson (class in mindspore.nn.probability.distribution) PoissonNLLLoss (class in mindspore.nn) Polar (class in mindspore.ops) polar() (in module mindspore.mint) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) power (mindspore.nn.probability.bijector.PowerTransform property), [1] power() (in module mindspore.numpy) PowerTransform (class in mindspore.nn.probability.bijector) Precision (class in mindspore.train) precision_mode() (in module mindspore.device_context.ascend.op_precision) predict() (mindspore.train.Model method) predict_network (mindspore.train.Model property) PReLU (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) prelu() (in module mindspore.mint.nn.functional) (in module mindspore.ops) prepare_multiprocessing() (mindspore.dataset.GeneratorDataset method), [1] 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_local_norm() (mindspore.parallel.auto_parallel.AutoParallel method) 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), [1] (mindspore.nn.probability.distribution.Categorical property), [1] (mindspore.nn.probability.distribution.Geometric property), [1] process_loss_scale() (mindspore.nn.TrainOneStepWithLossScaleCell method) prod() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) profile (class in mindspore.profiler) Profiler (class in mindspore) project() (mindspore.dataset.Dataset method) promote_types() (in module mindspore.numpy) prompt_flash_attention() (in module mindspore.ops) ProximalAdagrad (class in mindspore.nn) ptp() (in module mindspore.numpy) (mindspore.Tensor method) PythonTokenizer (class in mindspore.dataset.text)

Q

QMnistDataset (class in mindspore.dataset), [1] qr() (in module mindspore.mint.linalg) QuantDtype (class in mindspore)

query() (mindspore.hal.Event method) (mindspore.hal.Stream method) (mindspore.runtime.Event method) (mindspore.runtime.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.mint) (in module mindspore.numpy) (in module mindspore.ops) rand_like() (in module mindspore.mint) (in module mindspore.ops) RandAugment (class in mindspore.dataset.vision) randint() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) randint_like() (in module mindspore.mint) (in module mindspore.ops) randn() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) randn_like() (in module mindspore.mint) (in module mindspore.ops) random_() (mindspore.Tensor method) 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), [1] 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), [1] (class in mindspore.dataset.dataloader) 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.mint) (in module mindspore.ops) RandpermV2 (class in mindspore.ops) Range (class in mindspore.ops) range() (in module mindspore.ops) range_end() (mindspore.profiler.mstx static method) range_start() (mindspore.profiler.mstx static method) Rank (class in mindspore.ops) rank() (in module mindspore.ops) rank_list_for_convert() (in module mindspore.parallel) rate (mindspore.nn.probability.distribution.Exponential property), [1] (mindspore.nn.probability.distribution.Gamma property), [1] (mindspore.nn.probability.distribution.Poisson property), [1] ravel() (in module mindspore.mint) (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), [1] read_at_page_by_name() (mindspore.mindrecord.MindPage method), [1] read_category_info() (mindspore.mindrecord.MindPage method), [1] read_file() (in module mindspore.dataset.vision) read_image() (in module mindspore.dataset.vision) read_video() (in module mindspore.dataset.vision) read_video_timestamps() (in module mindspore.dataset.vision) readline() (mindspore.dataset.utils.LineReader method) Real (class in mindspore.ops) real() (in module mindspore.mint) (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) Receive (class in mindspore.ops) Reciprocal (class in mindspore.ops) reciprocal() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) recompute() (in module mindspore) (mindspore.nn.Cell method) (mindspore.ops.Primitive method) record() (mindspore.hal.Event method) (mindspore.runtime.Event method) (mindspore.SummaryRecord method) record_event() (mindspore.hal.Stream method) (mindspore.runtime.Stream method) recv() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) (mindspore.dataset.Dataset method) recv_object_list() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) Reduce (class in mindspore.ops) reduce() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) reduce_scatter() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) reduce_scatter_tensor() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) reduce_scatter_tensor_uneven() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) 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) ReduceScatterV (class in mindspore.ops) ReduceSum (class in mindspore.ops) ReflectionPad1d (class in mindspore.mint.nn) (class in mindspore.nn) ReflectionPad2d (class in mindspore.mint.nn) (class in mindspore.nn)

ReflectionPad3d (class in mindspore.mint.nn) (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_backward_pre_hook() (mindspore.nn.Cell method) register_buffer() (mindspore.nn.Cell method) register_custom_backend() (in module mindspore.graph) register_custom_pass() (in module mindspore.graph) register_forward_hook() (mindspore.nn.Cell method) register_forward_pre_hook() (mindspore.nn.Cell method) register_hook() (mindspore.Parameter method) (mindspore.Tensor method) register_load_state_dict_post_hook() (mindspore.nn.Cell method) register_load_state_dict_pre_hook() (mindspore.nn.Cell method) register_op_infer() (in module mindspore.graph) register_op_wrapper() (in module mindspore.graph) register_parameter_forward_hook() (mindspore.nn.Cell method) register_saved_tensors_hooks() (in module mindspore) (mindspore.nn.Cell method) register_state_dict_post_hook() (mindspore.nn.Cell method) register_state_dict_pre_hook() (mindspore.nn.Cell method) Relational (class in mindspore.dataset.transforms) release() (in module mindspore.communication) (mindspore.DatasetHelper method) ReLU (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) relu() (in module mindspore.mint.nn.functional) (in module mindspore.ops) ReLU6 (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) relu6() (in module mindspore.mint.nn.functional) (in module mindspore.ops) relu_() (in module mindspore.mint.nn.functional) remainder() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) remainder_() (mindspore.Tensor method) remove_redundant_parameters() (mindspore.nn.Cell method) rename() (mindspore.dataset.Dataset method) RenderedSST2Dataset (class in mindspore.dataset), [1] 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.mint) (in module mindspore.ops) (mindspore.Tensor method) replace() (mindspore.rewrite.SymbolTree method) ReplicationPad1d (class in mindspore.mint.nn) (class in mindspore.nn) ReplicationPad2d (class in mindspore.mint.nn) (class in mindspore.nn) ReplicationPad3d (class in mindspore.mint.nn) (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_max_memory_allocated() (in module mindspore.hal) (in module mindspore.runtime) reset_max_memory_reserved() (in module mindspore.hal) (in module mindspore.runtime) reset_peak_memory_stats() (in module mindspore.hal) (in module mindspore.runtime) reset_ps_context() (in module mindspore) reset_stream_limit() (in module mindspore.runtime) Reshape (class in mindspore.ops) reshape() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) reshape_as() (mindspore.Tensor method) reshape_type() (mindspore.ops.TBERegOp method) reshard() (in module mindspore.parallel.function) 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.parallel) result_type() (in module mindspore.numpy) reverse() (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) ring_attention_update() (in module mindspore.ops) Rint (class in mindspore.ops) rint() (in module mindspore.numpy) rms_norm() (in module mindspore.ops) 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.mint) (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) rotary_position_embedding() (in module mindspore.ops) Rotate (class in mindspore.dataset.vision) rotated_iou() (in module mindspore.ops) Round (class in mindspore.ops) round() (in module mindspore.mint) (in module mindspore.mint.special) (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.mint) (in module mindspore.ops) (mindspore.Tensor method) run_check() (in module mindspore) run_construct() (mindspore.nn.Cell method) RunContext (class in mindspore.train)

S

safetensors_to_ckpt() (in module mindspore) 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) Sampler (class in mindspore.dataset.dataloader) 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) save_operator_strategy_file() (mindspore.parallel.auto_parallel.AutoParallel method) save_param_strategy_file() (mindspore.parallel.auto_parallel.AutoParallel method) saved_network (mindspore.train.CheckpointConfig property) saved_tensors_hooks (class in mindspore) SBDataset (class in mindspore.dataset), [1] SBUDataset (class in mindspore.dataset), [1] 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), [1] (mindspore.nn.probability.bijector.ScalarAffine property), [1] (mindspore.nn.probability.distribution.Cauchy property), [1] (mindspore.nn.probability.distribution.Gumbel property), [1] (mindspore.nn.probability.distribution.Logistic property), [1] (mindspore.nn.probability.distribution.LogNormal property), [1] 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) Scan (class in mindspore.ops) scatter() (in module mindspore.mint) (in module mindspore.mint.distributed) (in module mindspore.ops) (in module mindspore.ops.communication) (mindspore.Tensor method) scatter_() (mindspore.Tensor method) scatter_add() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) scatter_add_() (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_object_list() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) scatter_sub() (mindspore.Tensor method) scatter_tensor() (in module mindspore.communication.comm_func) (in module mindspore.ops.communication) 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) schedule (class in mindspore.profiler) Schema (class in mindspore.dataset), [1] schema() (mindspore.mindrecord.FileReader method), [1] 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) sdc_detect_start() (in module mindspore.tools) (in module mindspore.utils) sdc_detect_stop() (in module mindspore.tools) (in module mindspore.utils) SearchSorted (class in mindspore.ops) searchsorted() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) seed() (in module mindspore) (mindspore.Generator method) Select (class in mindspore.ops) select() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) select_scatter() (in module mindspore.ops) (mindspore.Tensor method) SELU (class in mindspore.mint.nn) SeLU (class in mindspore.nn) (class in mindspore.ops) selu() (in module mindspore.mint.nn.functional) (in module mindspore.ops) SemeionDataset (class in mindspore.dataset), [1] Send (class in mindspore.ops) send() (in module mindspore.communication.comm_func) (in module mindspore.mint.distributed) (in module mindspore.ops.communication) (mindspore.dataset.Dataset method) send_object_list() (in module mindspore.mint.distributed) (in module mindspore.ops.communication) 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), [1] (class in mindspore.dataset.dataloader) serialize() (in module mindspore.dataset), [1] set() (mindspore.mint.distributed.TCPStore method) (mindspore.ops.communication.TCPStore method) set_() (mindspore.Tensor method) 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_comm_ops_inplace() (in module mindspore.ops.communication) set_const_arg() (mindspore.Tensor method) set_context() (in module mindspore) set_cpu_affinity() (in module mindspore.runtime) set_cur_stream() (in module mindspore.hal) (in module mindspore.runtime) 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), [1] set_deterministic() (in module mindspore) set_device() (in module mindspore) (mindspore.ops.Primitive method) set_device_limit() (in module mindspore.runtime) set_dump() (in module mindspore) (in module mindspore.tools) 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), [1] set_enc_mode() (in module mindspore.mindrecord), [1] set_error_samples_mode() (in module mindspore.dataset.config) set_extra_state() (mindspore.nn.Cell method) set_fast_recovery() (in module mindspore.dataset.config) set_grad() (mindspore.nn.Cell method) set_group_ckpt_save_file() (mindspore.parallel.auto_parallel.AutoParallel method) set_header_size() (mindspore.mindrecord.FileWriter method), [1] set_indexes() (mindspore.train.Metric method) set_inputs() (mindspore.nn.Cell method) set_jit_config() (mindspore.nn.Cell method) set_kernel_launch_capture() (in module mindspore.runtime) set_kernel_launch_group() (in module mindspore.runtime) set_loss_scale_status() (mindspore.boost.GroupLossScaleManager method) set_memory() (in module mindspore.runtime) set_mode() (mindspore.SummaryRecord method) set_monitor_sampling_interval() (in module mindspore.dataset.config) set_multiprocessing_start_method() (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_page_size() (mindspore.mindrecord.FileWriter method), [1] set_prefetch_size() (in module mindspore.dataset.config) set_prim_instance_name() (mindspore.ops.Primitive method) set_ps_context() (in module mindspore) set_recursion_limit() (in module mindspore) set_rng_state() (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_simulation() (in module mindspore.utils.dryrun) set_stage() (mindspore.ops.Primitive method) set_state() (mindspore.Generator method) set_stream_limit() (in module mindspore.runtime) set_train() (mindspore.nn.Cell method) set_video_backend() (in module mindspore.dataset.config) setdiff1d() (in module mindspore.numpy) SGD (class in mindspore.experimental.optim) (class in mindspore.mint.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.parallel) (mindspore.nn.Cell method) (mindspore.ops.Primitive method) sharpness (mindspore.nn.probability.bijector.Softplus property), [1] shift (mindspore.nn.probability.bijector.ScalarAffine property), [1] short() (mindspore.Tensor method) show() (in module mindspore.dataset), [1] Shuffle (class in mindspore.dataset) shuffle() (in module mindspore.ops) (mindspore.dataset.Dataset method) Sigmoid (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) sigmoid() (in module mindspore.mint) (in module mindspore.mint.nn.functional) (in module mindspore.ops) (mindspore.Tensor method)

sigmoid_() (mindspore.Tensor method) SigmoidCrossEntropyWithLogits (class in mindspore.ops) Sign (class in mindspore.ops) sign() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) sign_() (mindspore.Tensor method) signbit() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) SiLU (class in mindspore.mint.nn) (class in mindspore.nn) silu() (in module mindspore.mint.nn.functional) (in module mindspore.ops) Sin (class in mindspore.ops) sin() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Sinc (class in mindspore.ops) sinc() (in module mindspore.mint) (in module mindspore.mint.special) (in module mindspore.ops) (mindspore.Tensor method) Sinh (class in mindspore.ops) sinh() (in module mindspore.mint) (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_by_tensor_index() (mindspore.hal.contiguous_tensors_handle.ContiguousTensorsHandle method) 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.mint.nn.functional) (in module mindspore.ops) SmoothL1Loss (class in mindspore.mint.nn) (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.mint.nn) (class in mindspore.nn) (class in mindspore.ops) softmax() (in module mindspore.mint) (in module mindspore.mint.nn.functional) (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) softplus() (in module mindspore.mint.nn.functional) Softshrink (class in mindspore.mint.nn) SoftShrink (class in mindspore.nn) (class in mindspore.ops) softshrink() (in module mindspore.mint.nn.functional) (in module mindspore.ops) Softsign (class in mindspore.nn) (class in mindspore.ops) softsign() (in module mindspore.ops) SogouNewsDataset (class in mindspore.dataset), [1] Solarize (class in mindspore.dataset.vision) solve_triangular() (in module mindspore.scipy.linalg), [1] sometrue() (in module mindspore.numpy) Sort (class in mindspore.ops) sort() (in module mindspore.mint) (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_flash_attention() (in module mindspore.ops) 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), [1] speed_fusion_attention() (in module mindspore.ops) SPieceTokenizerLoadType (class in mindspore.dataset.text) SPieceTokenizerOutType (class in mindspore.dataset.text) Split (class in mindspore.ops) split() (in module mindspore.mint) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) SQuADDataset (class in mindspore.dataset), [1] Square (class in mindspore.ops) square() (in module mindspore.mint) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) SST2Dataset (class in mindspore.dataset), [1] Stack (class in mindspore.ops) stack() (in module mindspore.mint) (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) (mindspore.profiler.profile method) start_overflow_check() (mindspore.nn.TrainOneStepWithLossScaleCell method) state_dict() (mindspore.nn.Cell method) StaticLossScaler (class in mindspore.amp) std() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) std_mean() (in module mindspore.mint) (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) (mindspore.Profiler method) (mindspore.profiler.profile method) step_begin() (mindspore.train.Callback method) (mindspore.train.FlopsUtilizationCollector method) step_end() (mindspore.dataset.WaitedDSCallback method), [1] (mindspore.train.Callback method) (mindspore.train.FlopsUtilizationCollector 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), [1] stop() (mindspore.Profiler method) (mindspore.profiler.profile method) stop_gradient() (in module mindspore.ops) stop_send() (mindspore.DatasetHelper method) storage() (mindspore.Tensor method) storage_offset() (mindspore.Tensor method) Stream (class in mindspore.hal) (class in mindspore.runtime) StreamCtx (class in mindspore.hal) (class in mindspore.runtime) StreamLimitCtx (class in mindspore.runtime) stress_detect() (in module mindspore.tools) (in module mindspore.utils) 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.mint) (in module mindspore.ops) (mindspore.Tensor method) sub_() (mindspore.Tensor method) SubsetRandomSampler (class in mindspore.dataset), [1] SubsetSampler (class in mindspore.dataset), [1] subtract() (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) sum() (in module mindspore.mint) (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), [1] 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), [1] swapaxes() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) swapdims() (in module mindspore.ops) (mindspore.Tensor method) swiglu() (in module mindspore.ops) Symbol (class in mindspore) SymbolTree (class in mindspore.rewrite) sync_epoch_begin() (mindspore.dataset.WaitedDSCallback method), [1] sync_pipeline_shared_parameters() (in module mindspore.parallel) sync_step_begin() (mindspore.dataset.WaitedDSCallback method), [1] sync_update() (mindspore.dataset.Dataset method) sync_wait() (mindspore.dataset.Dataset method) sync_wait_for_dataset() (in module mindspore.dataset) SyncBatchNorm (class in mindspore.mint.nn) (class in mindspore.nn) synchronize() (in module mindspore.hal) (in module mindspore.runtime) (mindspore.hal.Event method) (mindspore.hal.Stream method) (mindspore.runtime.Event method) (mindspore.runtime.Stream method)

T

T (mindspore.Tensor property) t() (in module mindspore.mint) (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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) Tanh (class in mindspore.mint.nn) (class in mindspore.nn) (class in mindspore.ops) tanh() (in module mindspore.mint) (in module mindspore.mint.nn.functional) (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) TCPStore (class in mindspore.mint.distributed) (class in mindspore.ops.communication) TedliumDataset (class in mindspore.dataset), [1] TenCrop (class in mindspore.dataset.vision) 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) tensorboard_trace_handler() (in module mindspore.profiler) TensorDataset (class in mindspore.dataset.dataloader) tensordot() (in module mindspore.numpy) TensorDump (class in mindspore.ops) tensordump() (in module 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), [1] TFRecordDataset (class in mindspore.dataset), [1] TFRecordToMR (class in mindspore.mindrecord), [1] threads_num() (in module mindspore.device_context.cpu.op_tuning) Threshold (class in mindspore.mint.nn) (class in mindspore.nn) threshold() (in module mindspore.mint.nn.functional) (in module mindspore.ops) threshold_() (in module mindspore.mint.nn.functional) Tile (class in mindspore.ops) tile() (in module mindspore.mint) (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.nn.Cell method) (mindspore.Tensor method) 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.parallel.Layout method) (mindspore.profiler.schedule method) to_dlpack() (in module mindspore.utils.dlpack) to_empty() (mindspore.nn.Cell method) to_float() (mindspore.nn.Cell method) to_json() (mindspore.dataset.Dataset method) (mindspore.dataset.Schema method), [1] 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.mint) (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.mint) (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) TrainFaultTolerance (class in mindspore.train) TrainOneStepCell (class in mindspore.nn) TrainOneStepWithLossScaleCell (class in mindspore.nn) transform() (mindspore.mindrecord.Cifar100ToMR method), [1] (mindspore.mindrecord.Cifar10ToMR method), [1] (mindspore.mindrecord.CsvToMR method), [1] (mindspore.mindrecord.ImageNetToMR method), [1] (mindspore.mindrecord.MnistToMR method), [1] (mindspore.mindrecord.TFRecordToMR method), [1] TransformedDistribution (class in mindspore.nn.probability.distribution) Transformer (class in mindspore.nn) transformer_opt() (mindspore.parallel.auto_parallel.AutoParallel method) 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.mint) (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) triangular_solve() (in module mindspore.mint) (mindspore.Tensor method) Tril (class in mindspore.ops) tril() (in module mindspore.mint) (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.mint) (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.mint) (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), [1] unbind() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) Unflatten (class in mindspore.nn) Unfold (class in mindspore.mint.nn) (class in mindspore.nn) unfold() (in module mindspore.mint.nn.functional) (in module mindspore.ops) (mindspore.Tensor method) UnicodeCharTokenizer (class in mindspore.dataset.text) UnicodeScriptTokenizer (class in mindspore.dataset.text) unified_safetensors() (in module mindspore.parallel) Uniform (class in mindspore.common.initializer) (class in mindspore.nn.probability.distribution) uniform() (in module mindspore.ops) (mindspore.Tensor method) uniform_() (mindspore.Tensor method) 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.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method) unique_consecutive() (in module mindspore.mint) (in module mindspore.ops) (mindspore.Tensor method) unique_name() (mindspore.rewrite.SymbolTree 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.mint) (in module mindspore.ops) (mindspore.Tensor method) Unstack (class in mindspore.ops) unstack() (in module mindspore.ops) untrainable_params() (mindspore.nn.Cell method) untyped_storage() (mindspore.Tensor 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.mint.nn) (class in mindspore.nn) upsample() (in module mindspore.ops) UpsampleNearest3D (class in mindspore.ops) UpsampleTrilinear3D (class in mindspore.ops) use_mem_pool() (in module mindspore.runtime) use_sampler() (mindspore.dataset.MappableDataset method) USPSDataset (class in mindspore.dataset), [1]

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.mint) (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.mint) (in module mindspore.ops) VarianceScaling (class in mindspore.common.initializer) vecdot() (in module mindspore.ops) vector_norm() (in module mindspore.mint.linalg) Vectors (class in mindspore.dataset.text) VerticalFlip (class in mindspore.dataset.vision) VideoDecoder (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), [1] 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) (mindspore.runtime.Event method) wait_event() (mindspore.hal.Stream method) (mindspore.runtime.Stream method) wait_stream() (mindspore.hal.Stream method) (mindspore.runtime.Stream method) WaitedDSCallback (class in mindspore.dataset), [1] warmup_lr() (in module mindspore.nn) WarmUpLR (class in mindspore.nn) WeightedRandomSampler (class in mindspore.dataset), [1] where() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops) (mindspore.Tensor method)

WhileLoop (class in mindspore.ops) WhitespaceTokenizer (class in mindspore.dataset.text) WIDERFaceDataset (class in mindspore.dataset), [1] WikiTextDataset (class in mindspore.dataset), [1] 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), [1]

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.mint) (in module mindspore.ops) (mindspore.Tensor method)

Y

YahooAnswersDataset (class in mindspore.dataset), [1]

YelpReviewDataset (class in mindspore.dataset), [1] YesNoDataset (class in mindspore.dataset), [1]

Z

Zero (class in mindspore.common.initializer) zero_() (mindspore.Tensor method) zero_grad() (mindspore.parallel.distributed.DistributedDataParallel method) ZeroPad1d (class in mindspore.mint.nn) ZeroPad2d (class in mindspore.mint.nn) (class in mindspore.nn) ZeroPad3d (class in mindspore.mint.nn) Zeros (class in mindspore.ops) zeros() (in module mindspore.mint) (in module mindspore.numpy) (in module mindspore.ops)

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