MindSpore算子支持

Linux Ascend GPU CPU 模型开发 初级 中级 高级

mindspore.nn

操作名	Ascend	GPU	CPU	算子类别
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	Supported	layer/activation
mindspore.nn.HSwish	Doing	Supported	Doing	layer/activation
mindspore.nn.HSigmoid	Doing	Supported	Doing	layer/activation
mindspore.nn.LeakyReLU	Supported	Supported	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	Supported	layer/basic
mindspore.nn.Flatten	Supported	Supported	Supported	layer/basic
mindspore.nn.Dense	Supported	Supported	Supported	layer/basic
mindspore.nn.ClipByNorm	Supported	Supported	Doing	layer/basic
mindspore.nn.Norm	Supported	Supported	Doing	layer/basic
mindspore.nn.OneHot	Supported	Supported	Supported	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.Conv1d	Supported	Supported	Doing	layer/conv
mindspore.nn.Conv1dTranspose	Supported	Supported	Doing	layer/conv
mindspore.nn.Embedding	Supported	Supported	Doing	layer/embedding
mindspore.nn.ImageGradients	Supported	Supported	Doing	layer/image
mindspore.nn.SSIM	Supported	Supported	Doing	layer/image
mindspore.nn.PSNR	Supported	Supported	Doing	layer/image
mindspore.nn.CentralCrop	Supported	Supported	Doing	layer/image
mindspore.nn.LSTM	Doing	Supported	Doing	layer/lstm
mindspore.nn.LSTMCell	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	Supported	Supported	Doing	layer/pooling
mindspore.nn.DenseBnAct	Supported	Supported	Supported	layer/quant
mindspore.nn.Conv2dBnAct	Supported	Supported	Supported	layer/quant
mindspore.nn.FakeQuantWithMinMax	Supported	Supported	Doing	layer/quant
mindspore.nn.Conv2dBnFoldQuant	Supported	Supported	Doing	layer/quant
mindspore.nn.Conv2dBnWithoutFoldQuant	Supported	Supported	Doing	layer/quant
mindspore.nn.Conv2dQuant	Supported	Supported	Doing	layer/quant
mindspore.nn.DenseQuant	Supported	Supported	Doing	layer/quant
mindspore.nn.ActQuant	Supported	Supported	Doing	layer/quant
mindspore.nn.LeakyReLUQuant	Supported	Supported	Doing	layer/quant
mindspore.nn.HSwishQuant	Doing	Supported	Doing	layer/quant
mindspore.nn.HSigmoidQuant	Doing	Supported	Doing	layer/quant
mindspore.nn.TensorAddQuant	Supported	Supported	Doing	layer/quant
mindspore.nn.MulQuant	Supported	Supported	Doing	layer/quant
mindspore.nn.L1Loss	Supported	Supported	Doing	loss/loss
mindspore.nn.MSELoss	Supported	Supported	Doing	loss/loss
mindspore.nn.SmoothL1Loss	Supported	Doing	Doing	loss/loss
mindspore.nn.SoftmaxCrossEntropyWithLogits	Supported	Supported	Supported	loss/loss
mindspore.nn.CosineEmbeddingLoss	Supported	Supported	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	Supported	optim/momentum
mindspore.nn.Optimizer	Supported	Supported	Doing	optim/optimizer
mindspore.nn.RMSProp	Supported	Supported	Doing	optim/optimizer
mindspore.nn.SGD	Supported	Supported	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.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	Supported	Supported	Doing	wrap/loss_scale
mindspore.nn.FixedLossScaleUpdateCell	Supported	Supported	Doing	wrap/loss_scale
mindspore.nn.TrainOneStepWithLossScaleCell	Supported	Supported	Doing	wrap/loss_scale
mindspore.nn.Cell	Supported	Supported	Supported	cell
mindspore.nn.EmbeddingLookup	Supported	Supported	Supported	layer/embedding
mindspore.nn.Pad	Supported	Supported	Doing	layer/basic
mindspore.nn.MatMul	Supported	Doing	Doing	layer/math
mindspore.nn.LGamma	Supported	Doing	Doing	layer/math
mindspore.nn.ReduceLogSumExp	Supported	Supported	Doing	layer/math
mindspore.nn.MSSSIM	Supported	Doing	Doing	layer/image

mindspore.ops.operations

操作名	Ascend	GPU	CPU	算子类别
mindspore.ops.Flatten	Supported	Supported	Supported	nn_ops
mindspore.ops.Softmax	Supported	Supported	Supported	nn_ops
mindspore.ops.Acosh	Supported	Doing	Doing	nn_ops
mindspore.ops.FloorMod	Supported	Doing	Doing	nn_ops
mindspore.ops.Elu	Supported	Doing	Doing	nn_ops
mindspore.ops.MirrorPad	Supported	Supported	Doing	nn_ops
mindspore.ops.Unpack	Supported	Doing	Doing	nn_ops
mindspore.ops.Pack	Supported	Doing	Doing	nn_ops
mindspore.ops.L2Loss	Supported	Doing	Doing	nn_ops
mindspore.ops.CTCLoss	Supported	Supported	Doing	nn_ops
mindspore.ops.RNNTLoss	Supported	Doing	Doing	nn_ops
mindspore.ops.LogSoftmax	Supported	Supported	Doing	nn_ops
mindspore.ops.Softplus	Supported	Doing	Doing	nn_ops
mindspore.ops.ReLU	Supported	Supported	Supported	nn_ops
mindspore.ops.ReLU6	Supported	Supported	Supported	nn_ops
mindspore.ops.HSwish	Doing	Supported	Doing	nn_ops
mindspore.ops.HSigmoid	Doing	Supported	Doing	nn_ops
mindspore.ops.Sigmoid	Supported	Supported	Doing	nn_ops
mindspore.ops.Tanh	Supported	Supported	Doing	nn_ops
mindspore.ops.BatchNorm	Supported	Doing	Doing	nn_ops
mindspore.ops.LRN	Supported	Doing	Doing	nn_ops
mindspore.ops.Conv2D	Supported	Supported	Supported	nn_ops
mindspore.ops.DepthwiseConv2dNative	Supported	Doing	Doing	nn_ops
mindspore.ops.DepthwiseConv2dNativeBackpropInput	Supported	Doing	Doing	nn_ops
mindspore.ops.DepthwiseConv2dNativeiBackpropFilter	Supported	Doing	Doing	nn_ops
mindspore.ops.MaxPoolWithArgmax	Supported	Doing	Doing	nn_ops
mindspore.ops.MaxPool	Supported	Supported	Supported	nn_ops
mindspore.ops.AvgPool	Supported	Supported	Doing	nn_ops
mindspore.ops.Conv2DBackpropInput	Supported	Supported	Doing	nn_ops
mindspore.ops.BiasAdd	Supported	Supported	Supported	nn_ops
mindspore.ops.TopK	Supported	Supported	Doing	nn_ops
mindspore.ops.SoftmaxCrossEntropyWithLogits	Supported	Supported	Doing	nn_ops
mindspore.ops.SparseSoftmaxCrossEntropyWithLogits	Doing	Supported	Supported	nn_ops
mindspore.ops.ApplyMomentum	Supported	Supported	Supported	nn_ops
mindspore.ops.ApplyAddSign	Supported	Doing	Doing	nn_ops
mindspore.ops.ApplyPowerSign	Supported	Doing	Doing	nn_ops
mindspore.ops.ApplyGradientDescent	Supported	Doing	Doing	nn_ops
mindspore.ops.ApplyProximalGradientDescent	Supported	Doing	Doing	nn_ops
mindspore.ops.ApplyRMSProp	Supported	Supported	Doing	nn_ops
mindspore.ops.ApplyCenteredRMSProp	Supported	Supported	Doing	nn_ops
mindspore.ops.SparseApplyAdagrad	Supported	Doing	Doing	nn_ops
mindspore.ops.SparseApplyAdagradV2	Supported	Doing	Doing	nn_ops
mindspore.ops.SparseApplyProximalAdagrad	Supported	Doing	Doing	nn_ops
mindspore.ops.FusedSparseProximalAdagrad	Doing	Doing	Supported	nn_ops
mindspore.ops.ApplyProximalAdagrad	Supported	Doing	Doing	nn_ops
mindspore.ops.FusedSparseLazyAdam	Doing	Doing	Supported	nn_ops
mindspore.ops.FusedSparseAdam	Doing	Doing	Supported	nn_ops
mindspore.ops.SmoothL1Loss	Supported	Supported	Doing	nn_ops
mindspore.ops.SGD	Supported	Doing	Doing	nn_ops
mindspore.ops.LayerNorm	Supported	Supported	Doing	nn_ops
mindspore.ops.L2Normalize	Supported	Doing	Doing	nn_ops
mindspore.ops.DropoutGenMask	Supported	Doing	Doing	nn_ops
mindspore.ops.DropoutDoMask	Supported	Doing	Doing	nn_ops
mindspore.ops.ResizeBilinear	Supported	Doing	Doing	nn_ops
mindspore.ops.OneHot	Supported	Supported	Supported	nn_ops
mindspore.ops.Gelu	Supported	Supported	Doing	nn_ops
mindspore.ops.GetNext	Supported	Supported	Doing	nn_ops
mindspore.ops.PReLU	Supported	Doing	Doing	nn_ops
mindspore.ops.LSTM	Doing	Supported	Supported	nn_ops
mindspore.ops.BasicLSTMCell	Supported	Doing	Doing	nn_ops
mindspore.ops.SigmoidCrossEntropyWithLogits	Supported	Supported	Doing	nn_ops
mindspore.ops.Pad	Supported	Supported	Doing	nn_ops
mindspore.ops.ROIAlign	Supported	Supported	Doing	nn_ops
mindspore.ops.Adam	Supported	Supported	Doing	nn_ops
mindspore.ops.BinaryCrossEntropy	Supported	Supported	Doing	nn_ops
mindspore.ops.KLDivLoss	Doing	Supported	Doing	nn_ops
mindspore.ops.LARSUpdate	Supported	Doing	Doing	nn_ops
mindspore.ops.Softsign	Supported	Doing	Doing	nn_ops
mindspore.ops.TensorAdd	Supported	Supported	Supported	math_ops
mindspore.ops.AssignAdd	Supported	Supported	Supported	math_ops
mindspore.ops.AssignSub	Supported	Doing	Doing	math_ops
mindspore.ops.ReduceMean	Supported	Supported	Supported	math_ops
mindspore.ops.ReduceSum	Supported	Supported	Supported	math_ops
mindspore.ops.ReduceAll	Supported	Doing	Doing	math_ops
mindspore.ops.ReduceMax	Supported	Supported	Supported	math_ops
mindspore.ops.ReduceMin	Supported	Supported	Doing	math_ops
mindspore.ops.ReduceProd	Supported	Doing	Doing	math_ops
mindspore.ops.CumProd	Supported	Doing	Doing	math_ops
mindspore.ops.MatMul	Supported	Supported	Supported	math_ops
mindspore.ops.BatchMatMul	Supported	Supported	Doing	math_ops
mindspore.ops.CumSum	Supported	Supported	Doing	math_ops
mindspore.ops.AddN	Supported	Supported	Supported	math_ops
mindspore.ops.Neg	Supported	Supported	Doing	math_ops
mindspore.ops.Sub	Supported	Supported	Supported	math_ops
mindspore.ops.Mul	Supported	Supported	Supported	math_ops
mindspore.ops.Square	Supported	Supported	Supported	math_ops
mindspore.ops.SquareSumAll	Supported	Doing	Doing	math_ops
mindspore.ops.Rsqrt	Supported	Supported	Doing	math_ops
mindspore.ops.Sqrt	Supported	Supported	Doing	math_ops
mindspore.ops.Reciprocal	Supported	Supported	Doing	math_ops
mindspore.ops.Pow	Supported	Supported	Doing	math_ops
mindspore.ops.Exp	Supported	Supported	Doing	math_ops
mindspore.ops.Log	Supported	Supported	Doing	math_ops
mindspore.ops.Log1p	Supported	Doing	Doing	math_ops
mindspore.ops.Minimum	Supported	Supported	Doing	math_ops
mindspore.ops.Maximum	Supported	Supported	Doing	math_ops
mindspore.ops.RealDiv	Supported	Supported	Doing	math_ops
mindspore.ops.Div	Supported	Supported	Doing	math_ops
mindspore.ops.DivNoNan	Supported	Doing	Doing	math_ops
mindspore.ops.FloorDiv	Supported	Supported	Doing	math_ops
mindspore.ops.Floor	Supported	Supported	Doing	math_ops
mindspore.ops.Equal	Supported	Supported	Doing	math_ops
mindspore.ops.EqualCount	Doing	Supported	Supported	math_ops
mindspore.ops.NotEqual	Supported	Supported	Doing	math_ops
mindspore.ops.Greater	Supported	Supported	Doing	math_ops
mindspore.ops.GreaterEqual	Supported	Supported	Doing	math_ops
mindspore.ops.Less	Supported	Supported	Doing	math_ops
mindspore.ops.Atan2	Supported	Doing	Doing	math_ops
mindspore.ops.LessEqual	Supported	Supported	Doing	math_ops
mindspore.ops.LogicalNot	Supported	Supported	Doing	math_ops
mindspore.ops.LogicalAnd	Supported	Supported	Doing	math_ops
mindspore.ops.LogicalOr	Supported	Supported	Doing	math_ops
mindspore.ops.BitwiseAnd	Supported	Doing	Doing	math_ops
mindspore.ops.BitwiseOr	Supported	Doing	Doing	math_ops
mindspore.ops.BitwiseXor	Supported	Doing	Doing	math_ops
mindspore.ops.Ceil	Supported	Doing	Doing	math_ops
mindspore.ops.Inv	Supported	Doing	Doing	math_ops
mindspore.ops.Invert	Supported	Doing	Doing	math_ops
mindspore.ops.NPUAllocFloatStatus	Supported	Doing	Doing	math_ops
mindspore.ops.NPUGetFloatStatus	Supported	Doing	Doing	math_ops
mindspore.ops.NPUClearFloatStatus	Supported	Doing	Doing	math_ops
mindspore.ops.FloatStatus	Doing	Supported	Doing	math_ops
mindspore.ops.Cos	Supported	Supported	Doing	math_ops
mindspore.ops.Cosh	Supported	Doing	Doing	math_ops
mindspore.ops.ACos	Supported	Doing	Doing	math_ops
mindspore.ops.BesselI0e	Supported	Doing	Doing	math_ops
mindspore.ops.BesselI1e	Supported	Doing	Doing	math_ops
mindspore.ops.TruncateDiv	Supported	Doing	Doing	math_ops
mindspore.ops.TruncateMod	Supported	Doing	Doing	math_ops
mindspore.ops.Tan	Supported	Doing	Doing	math_ops
mindspore.ops.Asin	Supported	Doing	Doing	math_ops
mindspore.ops.Asinh	Supported	Doing	Doing	math_ops
mindspore.ops.Erf	Supported	Doing	Doing	math_ops
mindspore.ops.Erfc	Supported	Doing	Doing	math_ops
mindspore.ops.Sin	Supported	Supported	Doing	math_ops
mindspore.ops.Sinh	Supported	Doing	Doing	math_ops
mindspore.ops.Expm1	Supported	Doing	Doing	math_ops
mindspore.ops.NMSWithMask	Supported	Supported	Doing	math_ops
mindspore.ops.Abs	Supported	Supported	Doing	math_ops
mindspore.ops.Sign	Supported	Doing	Doing	math_ops
mindspore.ops.Round	Supported	Doing	Doing	math_ops
mindspore.ops.ApproximateEqual	Supported	Doing	Doing	math_ops
mindspore.ops.InplaceAdd	Supported	Doing	Doing	math_ops
mindspore.ops.InplaceSub	Supported	Doing	Doing	math_ops
mindspore.ops.Mod	Supported	Doing	Doing	math_ops
mindspore.ops.ExpandDims	Supported	Supported	Supported	array_ops
mindspore.ops.DType	Supported	Supported	Supported	array_ops
mindspore.ops.SameTypeShape	Supported	Supported	Supported	array_ops
mindspore.ops.Cast	Supported	Supported	Doing	array_ops
mindspore.ops.IsSubClass	Supported	Supported	Supported	array_ops
mindspore.ops.IsInstance	Supported	Supported	Supported	array_ops
mindspore.ops.Reshape	Supported	Supported	Supported	array_ops
mindspore.ops.Shape	Supported	Supported	Supported	array_ops
mindspore.ops.Squeeze	Supported	Supported	Doing	array_ops
mindspore.ops.Transpose	Supported	Supported	Supported	array_ops
mindspore.ops.GatherV2	Supported	Supported	Supported	array_ops
mindspore.ops.Split	Supported	Supported	Doing	array_ops
mindspore.ops.Rank	Supported	Supported	Supported	array_ops
mindspore.ops.Size	Supported	Supported	Supported	array_ops
mindspore.ops.Fill	Supported	Supported	Supported	array_ops
mindspore.ops.OnesLike	Supported	Supported	Doing	array_ops
mindspore.ops.ZerosLike	Supported	Supported	Doing	array_ops
mindspore.ops.TupleToArray	Supported	Supported	Supported	array_ops
mindspore.ops.ScalarToArray	Supported	Supported	Supported	array_ops
mindspore.ops.ScalarToTensor	Supported	Supported	Supported	array_ops
mindspore.ops.InvertPermutation	Supported	Supported	Supported	array_ops
mindspore.ops.Argmax	Supported	Supported	Supported	array_ops
mindspore.ops.Argmin	Supported	Doing	Doing	array_ops
mindspore.ops.ArgMaxWithValue	Supported	Supported	Doing	array_ops
mindspore.ops.ArgMinWithValue	Supported	Doing	Doing	array_ops
mindspore.ops.Tile	Supported	Supported	Doing	array_ops
mindspore.ops.UnsortedSegmentSum	Supported	Supported	Doing	array_ops
mindspore.ops.UnsortedSegmentMin	Supported	Doing	Doing	array_ops
mindspore.ops.UnsortedSegmentProd	Supported	Doing	Doing	array_ops
mindspore.ops.Concat	Supported	Supported	Supported	array_ops
mindspore.ops.ParallelConcat	Supported	Doing	Doing	array_ops
mindspore.ops.Slice	Supported	Supported	Supported	array_ops
mindspore.ops.Select	Supported	Supported	Doing	array_ops
mindspore.ops.StridedSlice	Supported	Supported	Supported	array_ops
mindspore.ops.Diag	Doing	Doing	Doing	array_ops
mindspore.ops.DiagPart	Doing	Doing	Doing	array_ops
mindspore.ops.Eye	Supported	Supported	Supported	array_ops
mindspore.ops.ScatterNd	Supported	Supported	Doing	array_ops
mindspore.ops.ResizeNearestNeighbor	Supported	Supported	Doing	array_ops
mindspore.ops.GatherNd	Supported	Supported	Doing	array_ops
mindspore.ops.ApplyFtrl	Supported	Supported	Doing	array_ops
mindspore.ops.SparseApplyFtrl	Supported	Doing	Doing	array_ops
mindspore.ops.FusedSparseFtrl	Doing	Doing	Supported	array_ops
mindspore.ops.SparseApplyFtrlV2	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterNdUpdate	Supported	Doing	Supported	array_ops
mindspore.ops.ScatterUpdate	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterMul	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterDiv	Supported	Doing	Doing	array_ops
mindspore.ops.SpaceToDepth	Supported	Doing	Doing	array_ops
mindspore.ops.DepthToSpace	Supported	Doing	Doing	array_ops
mindspore.ops.SpaceToBatch	Supported	Doing	Doing	array_ops
mindspore.ops.SpaceToBatchND	Supported	Doing	Doing	array_ops
mindspore.ops.BatchToSpace	Supported	Doing	Doing	array_ops
mindspore.ops.BatchToSpaceND	Supported	Doing	Doing	array_ops
mindspore.ops.IsFinite	Supported	Supported	Doing	array_ops
mindspore.ops.InplaceUpdate	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterSub	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterMax	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterMin	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterNdAdd	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterNdSub	Supported	Doing	Doing	array_ops
mindspore.ops.ScatterNonAliasingAdd	Supported	Doing	Doing	array_ops
mindspore.ops.Rint	Supported	Doing	Doing	array_ops
mindspore.ops.ReverseV2	Supported	Doing	Doing	array_ops
mindspore.ops.ReduceOp	Supported	Supported	Doing	comm_ops
mindspore.ops.AllReduce	Supported	Supported	Doing	comm_ops
mindspore.ops.AllGather	Supported	Supported	Doing	comm_ops
mindspore.ops.ReduceScatter	Doing	Supported	Doing	comm_ops
mindspore.ops.Broadcast	Supported	Doing	Doing	comm_ops
mindspore.ops.ControlDepend	Supported	Supported	Supported	control_ops
mindspore.ops.GeSwitch	Doing	Doing	Doing	control_ops
mindspore.ops.Merge	Doing	Doing	Doing	control_ops
mindspore.ops.ScalarSummary	Supported	Supported	Supported	debug_ops
mindspore.ops.ImageSummary	Supported	Supported	Supported	debug_ops
mindspore.ops.TensorSummary	Supported	Supported	Supported	debug_ops
mindspore.ops.HistogramSummary	Supported	Supported	Supported	debug_ops
mindspore.ops.InsertGradientOf	Supported	Supported	Supported	debug_ops
mindspore.ops.Print	Supported	Doing	Doing	debug_ops
mindspore.ops.Assign	Supported	Supported	Doing	other_ops
mindspore.ops.BoundingBoxEncode	Supported	Supported	Doing	other_ops
mindspore.ops.BoundingBoxDecode	Supported	Supported	Doing	other_ops
mindspore.ops.PopulationCount	Supported	Doing	Doing	other_ops
mindspore.ops.CheckValid	Supported	Supported	Doing	other_ops
mindspore.ops.IOU	Supported	Supported	Doing	other_ops
mindspore.ops.MakeRefKey	Supported	Supported	Supported	other_ops
mindspore.ops.InTopK	Supported	Doing	Doing	other_ops
mindspore.ops.StandardNormal	Supported	Supported	Doing	random_ops
mindspore.ops.Gamma	Supported	Doing	Doing	random_ops
mindspore.ops.Poisson	Supported	Doing	Doing	random_ops
mindspore.ops.UniformInt	Supported	Supported	Doing	random_ops
mindspore.ops.UniformReal	Supported	Supported	Doing	random_ops
mindspore.ops.RandomChoiceWithMask	Supported	Supported	Doing	random_ops
mindspore.ops.RandomCategorical	Supported	Doing	Doing	random_ops
mindspore.ops.ScalarCast	Supported	Supported	Supported	inner_ops
mindspore.ops.ReverseSequence	Supported	Doing	Doing	array_ops
mindspore.ops.CropAndResize	Supported	Doing	Doing	image_ops
mindspore.ops.SquaredDifference	Supported	Doing	Doing	math_ops
mindspore.ops.Xdivy	Supported	Doing	Doing	math_ops
mindspore.ops.Xlogy	Supported	Doing	Doing	math_ops
mindspore.ops.HistogramFixedWidth	Supported	Doing	Doing	math_ops
mindspore.ops.Eps	Supported	Supported	Doing	math_ops
mindspore.ops.ReLUV2	Supported	Supported	Supported	nn_ops
mindspore.ops.BNTrainingReduce	Supported	Doing	Doing	nn_ops
mindspore.ops.BNTrainingUpdate	Supported	Doing	Doing	nn_ops
mindspore.ops.AccumulateNV2	Supported	Doing	Doing	math_ops
mindspore.ops.ScatterUpdate	Supported	Doing	Doing	array_ops
mindspore.ops.TensorScatterUpdate	Supported	Doing	Doing	array_ops
mindspore.ops.IFMR	Supported	Doing	Doing	math_ops
mindspore.ops.DynamicShape	Supported	Supported	Supported	array_ops
mindspore.ops.Unique	Doing	Doing	Doing	array_ops

mindspore.ops.functional

操作名	对应functional算子
mindspore.ops.Pack	pack
mindspore.ops.TensorAdd	tensor_add
mindspore.ops.AssignSub	assign_sub
mindspore.ops.AddN	addn
mindspore.ops.Square	square
mindspore.ops.Sqrt	sqrt
mindspore.ops.Equal	equal
mindspore.ops.NotEqual	not_equal
mindspore.ops.LogicalNot	logical_not
mindspore.ops.LogicalAnd	logical_and
mindspore.ops.LogicalOr	logical_or
mindspore.ops.ExpandDims	expand_dims
mindspore.ops.DType	dtype
mindspore.ops.Cast	cast
mindspore.ops.Reshape	reshape
mindspore.ops.Shape	shape
mindspore.ops.GatherV2	gather
mindspore.ops.Rank	rank
mindspore.ops.Size	size
mindspore.ops.Fill	fill
mindspore.ops.OnesLike	ones_like
mindspore.ops.Tile	tile
mindspore.ops.Select	select
mindspore.ops.ScatterNd	scatter_nd
mindspore.ops.GatherNd	gather_nd
mindspore.ops.ControlDepend	control_depend
mindspore.ops.Print	print
mindspore.ops.Assign	assign
mindspore.ops.Pow	tensor_pow

当前functional支持了一部分没有属性的算子，后续会进一步补齐完整。