Operator List

mindspore.nn

Operation Ascend GPU CPU Operator Type
mindspore.nn.Softmax Supported Supported Supported layer/activation
mindspore.nn.LogSoftmax Supported Supported Doing layer/activation
mindspore.nn.ReLU Supported Supported Supported layer/activation
mindspore.nn.ReLU6 Supported Supported Doing layer/activation
mindspore.nn.HSwish Doing Supported Doing layer/activation
mindspore.nn.HSigmoid Doing Supported Doing layer/activation
mindspore.nn.LeakyReLU Supported Doing Doing layer/activation
mindspore.nn.Tanh Supported Supported Doing layer/activation
mindspore.nn.GELU Supported Supported Doing layer/activation
mindspore.nn.Sigmoid Supported Supported Doing layer/activation
mindspore.nn.PReLU Supported Doing Doing layer/activation
mindspore.nn.Dropout Supported Supported Doing layer/basic
mindspore.nn.Flatten Supported Supported Doing layer/basic
mindspore.nn.Dense Supported Supported Doing layer/basic
mindspore.nn.DenseBnAct Supported Doing Supported layer/basic
mindspore.nn.ClipByNorm Doing Supported Doing layer/basic
mindspore.nn.Norm Doing Supported Doing layer/basic
mindspore.nn.OneHot Supported Supported Doing layer/basic
mindspore.nn.Range Supported Doing Doing layer/basic
mindspore.nn.SequentialCell Supported Supported Doing layer/container
mindspore.nn.CellList Supported Supported Doing layer/container
mindspore.nn.Conv2d Supported Supported Supported layer/conv
mindspore.nn.Conv2dTranspose Supported Supported Doing layer/conv
mindspore.nn.Conv2dBnAct Supported Supported Supported layer/conv
mindspore.nn.Conv1d Supported Doing Doing layer/conv
mindspore.nn.Conv1dTranspose Supported Doing Doing layer/conv
mindspore.nn.Embedding Doing Supported Doing layer/embedding
mindspore.nn.ImageGradients Doing Doing Doing layer/image
mindspore.nn.SSIM Supported Supported Doing layer/image
mindspore.nn.PSNR Doing Doing Doing layer/image
mindspore.nn.CentralCrop Supported Doing Doing layer/image
mindspore.nn.LSTM Doing Supported Supported layer/lstm
mindspore.nn.GlobalBatchNorm Supported Doing Doing layer/normalization
mindspore.nn.BatchNorm1d Supported Doing Doing layer/normalization
mindspore.nn.BatchNorm2d Supported Supported Doing layer/normalization
mindspore.nn.GroupNorm Supported Doing Doing layer/normalization
mindspore.nn.LayerNorm Supported Supported Doing layer/normalization
mindspore.nn.MatrixDiag Supported Doing Doing layer/normalization
mindspore.nn.MatrixDiagPart Supported Doing Doing layer/normalization
mindspore.nn.MatrixSetDiag Supported Doing Doing layer/normalization
mindspore.nn.LinSpace Supported Doing Doing layer/normalization
mindspore.nn.MaxPool2d Supported Supported Supported layer/pooling
mindspore.nn.AvgPool2d Doing Supported Doing layer/pooling
mindspore.nn.L1Loss Doing Doing Doing loss/loss
mindspore.nn.MSELoss Supported Doing Doing loss/loss
mindspore.nn.SmoothL1Loss Supported Doing Doing loss/loss
mindspore.nn.SoftmaxCrossEntropyWithLogits Supported Supported Doing loss/loss
mindspore.nn.SoftmaxCrossEntropyExpand Supported Doing Doing loss/loss
mindspore.nn.ProximalAdagrad Supported Doing Doing optim/ProximalAdagrad
mindspore.nn.LazyAdam Supported Doing Doing optim/lazyadam
mindspore.nn.Adam Supported Doing Doing optim/adam
mindspore.nn.AdamWeightDecay Supported Supported Doing optim/adam
mindspore.nn.Lamb Supported Supported Doing optim/lamb
mindspore.nn.LARS Supported Doing Doing optim/lars
mindspore.nn.Momentum Supported Supported Doing optim/momentum
mindspore.nn.Optimizer Supported Supported Doing optim/optimizer
mindspore.nn.RMSProp Supported Support Doing optim/optimizer
mindspore.nn.SGD Supported Doing Doing optim/sgd
mindspore.nn.WithLossCell Supported Supported Doing wrap/cell_wrapper
mindspore.nn.WithGradCell Supported Supported Doing wrap/cell_wrapper
mindspore.nn.TrainOneStepCell Supported Supported Doing wrap/cell_wrapper
mindspore.nn.DataWrapper Doing Supported Doing wrap/cell_wrapper
mindspore.nn.GetNextSingleOp Doing Supported Doing wrap/cell_wrapper
mindspore.nn.WithEvalCell Supported Supported Doing wrap/cell_wrapper
mindspore.nn.ParameterUpdate Supported Doing Doing wrap/cell_wrapper
mindspore.nn.DistributedGradReducer Supported Doing Doing wrap/grad_reducer
mindspore.nn.DynamicLossScaleUpdateCell Doing Doing Doing wrap/loss_scale
mindspore.nn.FixedLossScaleUpdateCell Doing Doing Doing wrap/loss_scale
mindspore.nn.TrainOneStepWithLossScaleCell Doing Doing Doing wrap/loss_scale
mindspore.nn.Cell Supported Supported Supported cell

mindspore.ops.operations

Operation Ascend GPU CPU Operator Type
mindspore.ops.operations.Flatten Supported Supported Doing nn_ops
mindspore.ops.operations.Softmax Supported Supported Supported nn_ops
mindspore.ops.operations.Acosh Doing Doing Doing nn_ops
mindspore.ops.operations.FloorMod Supported Doing Doing nn_ops
mindspore.ops.operations.Elu Supported Doing Doing nn_ops
mindspore.ops.operations.MirrorPad Doing Doing Doing nn_ops
mindspore.ops.operations.Unpack Supported Doing Doing nn_ops
mindspore.ops.operations.Pack Supported Doing Doing nn_ops
mindspore.ops.operations.L2Loss Supported Doing Doing nn_ops
mindspore.ops.operations.CTCLoss Supported Doing Doing nn_ops
mindspore.ops.operations.RNNTLoss Supported Doing Doing nn_ops
mindspore.ops.operations.LogSoftmax Supported Supported Doing nn_ops
mindspore.ops.operations.Softplus Supported Doing Doing nn_ops
mindspore.ops.operations.ReLU Supported Supported Supported nn_ops
mindspore.ops.operations.ReLU6 Supported Supported Doing nn_ops
mindspore.ops.operations.HSwish Doing Supported Doing nn_ops
mindspore.ops.operations.HSigmoid Doing Supported Doing nn_ops
mindspore.ops.operations.Sigmoid Supported Supported Doing nn_ops
mindspore.ops.operations.Tanh Supported Supported Doing nn_ops
mindspore.ops.operations.BatchNorm Supported Doing Doing nn_ops
mindspore.ops.operations.LRN Supported Doing Doing nn_ops
mindspore.ops.operations.Conv2D Supported Supported Supported nn_ops
mindspore.ops.operations.DepthwiseConv2dNative Supported Doing Doing nn_ops
mindspore.ops.operations.DepthwiseConv2dNativeBackpropInput Supported Doing Doing nn_ops
mindspore.ops.operations.DepthwiseConv2dNativeiBackpropFilter Supported Doing Doing nn_ops
mindspore.ops.operations.MaxPoolWithArgmax Supported Doing Doing nn_ops
mindspore.ops.operations.MaxPool Supported Supported Supported nn_ops
mindspore.ops.operations.AvgPool Supported Supported Doing nn_ops
mindspore.ops.operations.Conv2DBackpropInput Supported Supported Doing nn_ops
mindspore.ops.operations.BiasAdd Supported Supported Supported nn_ops
mindspore.ops.operations.TopK Supported Doing Doing nn_ops
mindspore.ops.operations.SoftmaxCrossEntropyWithLogits Supported Supported Doing nn_ops
mindspore.ops.operations.SparseSoftmaxCrossEntropyWithLogits Doing Supported Supported nn_ops
mindspore.ops.operations.ApplyMomentum Supported Supported Supported nn_ops
mindspore.ops.operations.ApplyAddSign Supported Doing Doing nn_ops
mindspore.ops.operations.ApplyPowerSign Supported Doing Doing nn_ops
mindspore.ops.operations.ApplyGradientDescent Supported Doing Doing nn_ops
mindspore.ops.operations.ApplyProximalGradientDescent Supported Doing Doing nn_ops
mindspore.ops.operations.ApplyRMSProp Supported Supported Doing nn_ops
mindspore.ops.operations.ApplyCenteredRMSProp Supported Supported Doing nn_ops
mindspore.ops.operations.SparseApplyAdagrad Supported Doing Doing nn_ops
mindspore.ops.operations.SparseApplyAdagradV2 Supported Doing Doing nn_ops
mindspore.ops.operations.SparseApplyProximalAdagrad Supported Doing Doing nn_ops
mindspore.ops.operations.FusedSparseProximalAdagrad Doing Doing Supported nn_ops
mindspore.ops.operations.ApplyProximalAdagrad Supported Doing Doing nn_ops
mindspore.ops.operations.FusedSparseLazyAdam Doing Doing Supported nn_ops
mindspore.ops.operations.FusedSparseAdam Doing Doing Supported nn_ops
mindspore.ops.operations.SmoothL1Loss Supported Doing Doing nn_ops
mindspore.ops.operations.SGD Supported Doing Doing nn_ops
mindspore.ops.operations.LayerNorm Supported Supported Doing nn_ops
mindspore.ops.operations.L2Normalize Supported Doing Doing nn_ops
mindspore.ops.operations.DropoutGenMask Supported Doing Doing nn_ops
mindspore.ops.operations.DropoutDoMask Supported Doing Doing nn_ops
mindspore.ops.operations.ResizeBilinear Supported Doing Doing nn_ops
mindspore.ops.operations.OneHot Supported Supported Doing nn_ops
mindspore.ops.operations.Gelu Supported Supported Doing nn_ops
mindspore.ops.operations.GetNext Supported Supported Doing nn_ops
mindspore.ops.operations.PReLU Supported Doing Doing nn_ops
mindspore.ops.operations.LSTM Doing Supported Supported nn_ops
mindspore.ops.operations.BasicLSTMCell Doing Doing Doing nn_ops
mindspore.ops.operations.SigmoidCrossEntropyWithLogits Supported Supported Doing nn_ops
mindspore.ops.operations.Pad Supported Doing Doing nn_ops
mindspore.ops.operations.ROIAlign Supported Doing Doing nn_ops
mindspore.ops.operations.Adam Supported Supported Doing nn_ops
mindspore.ops.operations.BinaryCrossEntropy Supported Doing Doing nn_ops
mindspore.ops.operations.LARSUpdate Supported Doing Doing nn_ops
mindspore.ops.operations.Softsign Supported Doing Doing nn_ops
mindspore.ops.operations.TensorAdd Supported Supported Doing math_ops
mindspore.ops.operations.AssignAdd Supported Supported Doing math_ops
mindspore.ops.operations.AssignSub Supported Doing Doing math_ops
mindspore.ops.operations.ReduceMean Supported Supported Doing math_ops
mindspore.ops.operations.ReduceSum Supported Supported Doing math_ops
mindspore.ops.operations.ReduceAll Supported Doing Doing math_ops
mindspore.ops.operations.ReduceMax Supported Supported Doing math_ops
mindspore.ops.operations.ReduceMin Supported Doing Doing math_ops
mindspore.ops.operations.ReduceProd Supported Doing Doing math_ops
mindspore.ops.operations.CumProd Supported Doing Doing math_ops
mindspore.ops.operations.MatMul Supported Supported Supported math_ops
mindspore.ops.operations.BatchMatMul Supported Supported Doing math_ops
mindspore.ops.operations.CumSum Supported Doing Doing math_ops
mindspore.ops.operations.AddN Supported Supported Doing math_ops
mindspore.ops.operations.Neg Supported Supported Doing math_ops
mindspore.ops.operations.Sub Supported Supported Doing math_ops
mindspore.ops.operations.Mul Supported Supported Supported math_ops
mindspore.ops.operations.Square Supported Supported Doing math_ops
mindspore.ops.operations.SquareSumAll Supported Doing Doing math_ops
mindspore.ops.operations.Rsqrt Supported Supported Doing math_ops
mindspore.ops.operations.Sqrt Supported Supported Doing math_ops
mindspore.ops.operations.Reciprocal Supported Supported Doing math_ops
mindspore.ops.operations.Pow Supported Supported Doing math_ops
mindspore.ops.operations.Exp Supported Supported Doing math_ops
mindspore.ops.operations.Log Supported Supported Doing math_ops
mindspore.ops.operations.Log1p Supported Doing Doing math_ops
mindspore.ops.operations.Minimum Supported Supported Doing math_ops
mindspore.ops.operations.Maximum Supported Supported Doing math_ops
mindspore.ops.operations.RealDiv Supported Supported Doing math_ops
mindspore.ops.operations.Div Supported Doing Doing math_ops
mindspore.ops.operations.DivNoNan Supported Doing Doing math_ops
mindspore.ops.operations.FloorDiv Supported Doing Doing math_ops
mindspore.ops.operations.Floor Supported Doing Doing math_ops
mindspore.ops.operations.Equal Supported Supported Doing math_ops
mindspore.ops.operations.EqualCount Doing Supported Supported math_ops
mindspore.ops.operations.NotEqual Supported Supported Doing math_ops
mindspore.ops.operations.Greater Supported Supported Doing math_ops
mindspore.ops.operations.GreaterEqual Supported Supported Doing math_ops
mindspore.ops.operations.Less Supported Supported Doing math_ops
mindspore.ops.operations.Atan2 Supported Doing Doing math_ops
mindspore.ops.operations.LessEqual Supported Supported Doing math_ops
mindspore.ops.operations.LogicalNot Supported Supported Doing math_ops
mindspore.ops.operations.LogicalAnd Supported Supported Doing math_ops
mindspore.ops.operations.LogicalOr Supported Supported Doing math_ops
mindspore.ops.operations.BitwiseAnd Supported Doing Doing math_ops
mindspore.ops.operations.BitwiseOr Supported Doing Doing math_ops
mindspore.ops.operations.Ceil Supported Doing Doing math_ops
mindspore.ops.operations.Inv Supported Doing Doing math_ops
mindspore.ops.operations.Invert Supported Doing Doing math_ops
mindspore.ops.operations.BitwiseXor Supported Doing Doing math_ops
mindspore.ops.operations.NPUAllocFloatStatus Supported Doing Doing math_ops
mindspore.ops.operations.NPUGetFloatStatus Supported Doing Doing math_ops
mindspore.ops.operations.NPUClearFloatStatus Supported Doing Doing math_ops
mindspore.ops.operations.FloatStatus Doing Supported Doing math_ops
mindspore.ops.operations.Cos Supported Doing Doing math_ops
mindspore.ops.operations.Cosh Supported Doing Doing math_ops
mindspore.ops.operations.ACos Supported Doing Doing math_ops
mindspore.ops.operations.BesselI0e Supported Doing Doing math_ops
mindspore.ops.operations.BesselI1e Supported Doing Doing math_ops
mindspore.ops.operations.TruncateDiv Supported Doing Doing math_ops
mindspore.ops.operations.TruncateMod Supported Doing Doing math_ops
mindspore.ops.operations.Tan Supported Doing Doing math_ops
mindspore.ops.operations.Asin Supported Doing Doing math_ops
mindspore.ops.operations.Asinh Supported Doing Doing math_ops
mindspore.ops.operations.Erf Supported Doing Doing math_ops
mindspore.ops.operations.Erfc Supported Doing Doing math_ops
mindspore.ops.operations.Sin Supported Doing Doing math_ops
mindspore.ops.operations.Sinh Supported Doing Doing math_ops
mindspore.ops.operations.Expm1 Supported Doing Doing math_ops
mindspore.ops.operations.NMSWithMask Supported Doing Doing math_ops
mindspore.ops.operations.Abs Supported Doing Doing math_ops
mindspore.ops.operations.Sign Supported Doing Doing math_ops
mindspore.ops.operations.Round Supported Doing Doing math_ops
mindspore.ops.operations.ApproximateEqual Supported Doing Doing math_ops
mindspore.ops.operations.InplaceAdd Supported Doing Doing math_ops
mindspore.ops.operations.InplaceSub Supported Doing Doing math_ops
mindspore.ops.operations.Mod Supported Doing Doing math_ops
mindspore.ops.operations.ExpandDims Supported Supported Doing array_ops
mindspore.ops.operations.DType Supported Supported Supported array_ops
mindspore.ops.operations.SameTypeShape Supported Supported Supported array_ops
mindspore.ops.operations.Cast Supported Supported Doing array_ops
mindspore.ops.operations.IsSubClass Supported Supported Supported array_ops
mindspore.ops.operations.IsInstance Supported Supported Supported array_ops
mindspore.ops.operations.Reshape Supported Supported Supported array_ops
mindspore.ops.operations.Shape Supported Supported Supported array_ops
mindspore.ops.operations.Squeeze Supported Supported Doing array_ops
mindspore.ops.operations.Transpose Supported Supported Doing array_ops
mindspore.ops.operations.GatherV2 Supported Supported Doing array_ops
mindspore.ops.operations.Split Supported Supported Doing array_ops
mindspore.ops.operations.Rank Supported Supported Supported array_ops
mindspore.ops.operations.TruncatedNormal Doing Doing Doing array_ops
mindspore.ops.operations.Size Supported Supported Supported array_ops
mindspore.ops.operations.Fill Supported Supported Supported array_ops
mindspore.ops.operations.OnesLike Supported Doing Doing array_ops
mindspore.ops.operations.ZerosLike Supported Supported Doing array_ops
mindspore.ops.operations.TupleToArray Supported Supported Supported array_ops
mindspore.ops.operations.ScalarToArray Supported Supported Supported array_ops
mindspore.ops.operations.ScalarToTensor Supported Supported Supported array_ops
mindspore.ops.operations.InvertPermutation Supported Doing Doing array_ops
mindspore.ops.operations.Argmax Supported Supported Supported array_ops
mindspore.ops.operations.Argmin Supported Doing Doing array_ops
mindspore.ops.operations.ArgMaxWithValue Supported Supported Doing array_ops
mindspore.ops.operations.ArgMinWithValue Supported Doing Doing array_ops
mindspore.ops.operations.Tile Supported Supported Doing array_ops
mindspore.ops.operations.UnsortedSegmentSum Supported Supported Doing array_ops
mindspore.ops.operations.UnsortedSegmentMin Supported Doing Doing array_ops
mindspore.ops.operations.UnsortedSegmentProd Supported Doing Doing array_ops
mindspore.ops.operations.Concat Supported Supported Doing array_ops
mindspore.ops.operations.ParallelConcat Supported Doing Doing array_ops
mindspore.ops.operations.Slice Supported Supported Doing array_ops
mindspore.ops.operations.Select Supported Supported Doing array_ops
mindspore.ops.operations.StridedSlice Supported Supported Doing array_ops
mindspore.ops.operations.Diag Doing Doing Doing array_ops
mindspore.ops.operations.DiagPart Doing Doing Doing array_ops
mindspore.ops.operations.Eye Supported Supported Supported array_ops
mindspore.ops.operations.ScatterNd Supported Doing Doing array_ops
mindspore.ops.operations.ResizeNearestNeighbor Supported Doing Doing array_ops
mindspore.ops.operations.GatherNd Supported Doing Doing array_ops
mindspore.ops.operations.ApplyFtrl Supported Supported Doing array_ops
mindspore.ops.operations.SparseApplyFtrl Supported Doing Doing array_ops
mindspore.ops.operations.FusedSparseFtrl Doing Doing Supported array_ops
mindspore.ops.operations.SparseApplyFtrlV2 Supported Doing Doing array_ops
mindspore.ops.operations.ScatterNdUpdate Supported Doing Doing array_ops
mindspore.ops.operations.ScatterUpdate Supported Doing Doing array_ops
mindspore.ops.operations.ScatterMul Supported Doing Doing array_ops
mindspore.ops.operations.ScatterDiv Supported Doing Doing array_ops
mindspore.ops.operations.SpaceToDepth Supported Doing Doing array_ops
mindspore.ops.operations.DepthToSpace Supported Doing Doing array_ops
mindspore.ops.operations.SpaceToBatch Supported Doing Doing array_ops
mindspore.ops.operations.SpaceToBatchND Supported Doing Doing array_ops
mindspore.ops.operations.BatchToSpace Supported Doing Doing array_ops
mindspore.ops.operations.BatchToSpaceND Supported Doing Doing array_ops
mindspore.ops.operations.IsFinite Supported Supported Doing array_ops
mindspore.ops.operations.InplaceUpdate Supported Doing Doing array_ops
mindspore.ops.operations.ScatterSub Supported Doing Doing array_ops
mindspore.ops.operations.ScatterMax Supported Doing Doing array_ops
mindspore.ops.operations.ScatterMin Supported Doing Doing array_ops
mindspore.ops.operations.ScatterNdAdd Supported Doing Doing array_ops
mindspore.ops.operations.ScatterNdSub Supported Doing Doing array_ops
mindspore.ops.operations.ScatterNonAliasingAdd Supported Doing Doing array_ops
mindspore.ops.operations.Rint Supported Doing Doing array_ops
mindspore.ops.operations.ReverseV2 Supported Doing Doing array_ops
mindspore.ops.operations.ReduceOp Supported Supported Doing comm_ops
mindspore.ops.operations.AllReduce Supported Supported Doing comm_ops
mindspore.ops.operations.AllGather Supported Supported Doing comm_ops
mindspore.ops.operations.ReduceScatter Doing Supported Doing comm_ops
mindspore.ops.operations.Broadcast Supported Doing Doing comm_ops
mindspore.ops.operations.ControlDepend Supported Supported Supported control_ops
mindspore.ops.operations.GeSwitch Doing Doing Doing control_ops
mindspore.ops.operations.Merge Doing Doing Doing control_ops
mindspore.ops.operations.ScalarSummary Supported Supported Supported debug_ops
mindspore.ops.operations.ImageSummary Supported Supported Supported debug_ops
mindspore.ops.operations.TensorSummary Supported Supported Supported debug_ops
mindspore.ops.operations.HistogramSummary Supported Supported Supported debug_ops
mindspore.ops.operations.InsertGradientOf Supported Supported Supported debug_ops
mindspore.ops.operations.Print Supported Doing Doing debug_ops
mindspore.ops.operations.Assign Supported Supported Doing other_ops
mindspore.ops.operations.BoundingBoxEncode Supported Doing Doing other_ops
mindspore.ops.operations.BoundingBoxDecode Supported Doing Doing other_ops
mindspore.ops.operations.PopulationCount Supported Doing Doing other_ops
mindspore.ops.operations.CheckValid Supported Doing Doing other_ops
mindspore.ops.operations.IOU Supported Doing Doing other_ops
mindspore.ops.operations.MakeRefKey Supported Supported Supported other_ops
mindspore.ops.operations.InTopK Supported Doing Doing other_ops
mindspore.ops.operations.StandardNormal Supported Supported Doing random_ops
mindspore.ops.operations.Gamma Supported Doing Doing random_ops
mindspore.ops.operations.Poisson Supported Doing Doing random_ops
mindspore.ops.operations.UniformInt Supported Doing Doing random_ops
mindspore.ops.operations.UniformReal Supported Doing Doing random_ops
mindspore.ops.operations.RandomChoiceWithMask Doing Doing Doing random_ops
mindspore.ops.operations.RandomCategorical Supported Doing Doing random_ops
mindspore.ops.operations.ScalarCast Supported Supported Supported inner_ops
mindspore.ops.operations.ReverseSequence Supported Doing Doing array_ops
mindspore.ops.operations.CropAndResize Supported Doing Doing image_ops

Implicit Type Conversion

conversion rules

  • Scalar and Tensor operations: during operation, the scalar is automatically converted to Tensor, and the data type is consistent with the Tensor data type involved in the operation; when Tensor is a bool data type and the scalar is int or float, both the scalar and Tensor are converted to the Tensor with the data type of int32 or float32.

  • Tensor operation of different data types: the priority of data type is bool < uint8 < int8 < int16 < int32 < int64 < float16 < float32 <float64, during the operation, first determine the data type with the relatively highest priority among the Tensors involved in the operation, and then convert the low priority data type Tensor to the relatively highest priority data type; when the Tensor of int8 and uint8 data types are operated, they are converted to int16 Tensor.

  • Data type conversion of Parameter is not supported: If inferred according to the conversion rules, RuntimeError exception will be thrown when the data type conversion of Parameter defined in the network is required.

data types involved in conversion

  • bool

  • int8

  • uint8

  • int16

  • int32

  • int64

  • float16

  • float32

  • float64

support ops

op name
mindspore.ops.operations.Assign
mindspore.ops.operations.AssignSub
mindspore.ops.operations.ApplyMomentum
mindspore.ops.operations.FusedSparseAdam
mindspore.ops.operations.FusedSparseLazyAdam
mindspore.ops.operations.FusedSparseFtrl
mindspore.ops.operations.FusedSparseProximalAdagrad
mindspore.ops.operations.ApplyAdaMax
mindspore.ops.operations.ApplyAdadelta
mindspore.ops.operations.ApplyAdagrad
mindspore.ops.operations.ApplyAdagradV2
mindspore.ops.operations.SparseApplyAdagrad
mindspore.ops.operations.SparseApplyAdagradV2
mindspore.ops.operations.ApplyProximalAdagrad
mindspore.ops.operations.SparseApplyProximalAdagrad
mindspore.ops.operations.ApplyAddSign
mindspore.ops.operations.ApplyPowerSign
mindspore.ops.operations.ApplyGradientDescent
mindspore.ops.operations.ApplyProximalGradientDescent
mindspore.ops.operations.SparseApplyFtrl
mindspore.ops.operations.SparseApplyFtrlV2
mindspore.ops.operations.BitwiseAnd
mindspore.ops.operations.BitwiseOr
mindspore.ops.operations.BitwiseXor
mindspore.ops.operations.TensorAdd
mindspore.ops.operations.Sub
mindspore.ops.operations.Mul
mindspore.ops.operations.Pow
mindspore.ops.operations.Minimum
mindspore.ops.operations.Maximum
mindspore.ops.operations.RealDiv
mindspore.ops.operations.Div
mindspore.ops.operations.DivNoNan
mindspore.ops.operations.FloorDiv
mindspore.ops.operations.TruncateDiv
mindspore.ops.operations.TruncateMod
mindspore.ops.operations.Mod
mindspore.ops.operations.FloorMod
mindspore.ops.operations.Atan2
mindspore.ops.operations.Equal
mindspore.ops.operations.ApproximateEqual
mindspore.ops.operations.NotEqual
mindspore.ops.operations.Greater
mindspore.ops.operations.GreaterEqual
mindspore.ops.operations.Less
mindspore.ops.operations.LessEqual
mindspore.ops.operations.LogicalAnd
mindspore.ops.operations.LogicalOr
mindspore.ops.operations.ScatterNdUpdate
mindspore.ops.operations.ScatterNdAdd
mindspore.ops.operations.ScatterNdSub
mindspore.ops.operations.ScatterNonAliasingAdd
mindspore.ops.operations.ScatterUpdate
mindspore.ops.operations.ScatterMax
mindspore.ops.operations.ScatterMin
mindspore.ops.operations.ScatterAdd
mindspore.ops.operations.ScatterSub
mindspore.ops.operations.ScatterMul
mindspore.ops.operations.ScatterDiv