# Operator List [![View Source On Gitee](./_static/logo_source.png)](https://gitee.com/mindspore/docs/blob/r0.3/docs/source_en/operator_list.md) ## mindspore.nn | Operation | Ascend | GPU | CPU |Operator Type | :----------- |:------ |:------ |:-----|:--- | [mindspore.nn.Softmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Softmax) | Supported | Supported | Supported |layer/activation | [mindspore.nn.LogSoftmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LogSoftmax) | Supported |Doing | Doing |layer/activation | [mindspore.nn.ReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU) | Supported | Supported | Supported |layer/activation | [mindspore.nn.ReLU6](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU6) |Supported | Supported | Doing |layer/activation | [mindspore.nn.HSwish](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSwish) | Supported | Supported | Doing |layer/activation | [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid) | Supported | Supported | Doing |layer/activation | [mindspore.nn.LeakyReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LeakyReLU) | Supported |Doing | Doing |layer/activation | [mindspore.nn.Tanh](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Tanh) | Supported |Doing | Doing |layer/activation | [mindspore.nn.GELU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU) | Supported |Doing | Doing |layer/activation | [mindspore.nn.Sigmoid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Sigmoid) | Supported |Doing | Doing |layer/activation | [mindspore.nn.PReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.PReLU) | Supported |Doing | Doing |layer/activation | [mindspore.nn.Dropout](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dropout) |Supported |Doing | Doing |layer/basic | [mindspore.nn.Flatten](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Flatten) |Supported | Supported | Doing |layer/basic | [mindspore.nn.Dense](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dense) |Supported | Supported | Doing |layer/basic | [mindspore.nn.ClipByNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm) |Doing |Doing | Doing |layer/basic | [mindspore.nn.Norm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm) |Doing |Doing | Doing |layer/basic | [mindspore.nn.OneHot](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.OneHot) | Supported | Supported | Doing |layer/basic | [mindspore.nn.SequentialCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SequentialCell) |Doing | Supported | Doing |layer/container | [mindspore.nn.CellList](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.CellList) | Supported | Supported | Doing |layer/container | [mindspore.nn.Conv2d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d) | Supported | Supported | Supported |layer/conv | [mindspore.nn.Conv2dTranspose](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dTranspose) | Supported | Supported | Doing |layer/conv | [mindspore.nn.Embedding](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Embedding) |Doing | Supported | Doing |layer/embedding | [mindspore.nn.ImageGradients](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ImageGradients) | Doing |Doing | Doing |layer/image | [mindspore.nn.SSIM](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SSIM) | Doing |Doing | Doing |layer/image | [mindspore.nn.PSNR](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.PSNR) | Doing |Doing | Doing |layer/image | [mindspore.nn.LSTM](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LSTM) | Doing | Supported | Supported |layer/lstm | [mindspore.nn.GlobalBatchNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GlobalBatchNorm) | Supported |Doing | Doing |layer/normalization | [mindspore.nn.BatchNorm1d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm1d) | Supported |Doing | Doing |layer/normalization | [mindspore.nn.BatchNorm2d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d) | Supported | Supported | Doing |layer/normalization | [mindspore.nn.GroupNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GroupNorm) | Supported | Doing | Doing |layer/normalization | [mindspore.nn.LayerNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LayerNorm) | Supported |Doing | Doing |layer/normalization | [mindspore.nn.MaxPool2d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.MaxPool2d) | Supported | Supported | Supported |layer/pooling | [mindspore.nn.AvgPool2d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AvgPool2d) |Doing | Supported | Doing |layer/pooling | [mindspore.nn.L1Loss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.L1Loss) |Doing |Doing | Doing |loss/loss | [mindspore.nn.MSELoss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.MSELoss) | Supported |Doing | Doing |loss/loss | [mindspore.nn.SmoothL1Loss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SmoothL1Loss) |Supported |Doing | Doing |loss/loss | [mindspore.nn.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyWithLogits) | Supported | Supported | Doing |loss/loss | [mindspore.nn.SoftmaxCrossEntropyExpand](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyExpand) | Supported |Doing | Doing |loss/loss | [mindspore.nn.Adam](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Adam) | Supported |Doing | Doing |optim/adam | [mindspore.nn.AdamWeightDecay](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecay) | Supported |Doing | Doing |optim/adam | [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR) | Supported |Doing | Doing |optim/adam | [mindspore.nn.Lamb](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb) | Supported |Doing | Doing |optim/lamb | [mindspore.nn.LARS](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LARS) |Doing |Doing | Doing |optim/lars | [mindspore.nn.Momentum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Momentum) | Supported | Supported | Doing |optim/momentum | [mindspore.nn.Optimizer](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Optimizer) | Supported | Supported | Doing |optim/optimizer | [mindspore.nn.RMSProp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.RMSProp) | Supported | Doing | Doing |optim/optimizer | [mindspore.nn.SGD](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SGD) |Supported |Doing | Doing |optim/sgd | [mindspore.nn.WithLossCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithLossCell) | Supported | Supported | Doing |wrap/cell_wrapper | [mindspore.nn.WithGradCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithGradCell) | Supported |Doing | Doing |wrap/cell_wrapper | [mindspore.nn.TrainOneStepCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepCell) | Supported | Supported | Doing |wrap/cell_wrapper | [mindspore.nn.DataWrapper](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DataWrapper) |Doing |Doing | Doing |wrap/cell_wrapper | [mindspore.nn.GetNextSingleOp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GetNextSingleOp) |Doing | Supported | Doing |wrap/cell_wrapper | [mindspore.nn.WithEvalCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithEvalCell) | Supported | Supported | Doing |wrap/cell_wrapper | [mindspore.nn.ParameterUpdate](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ParameterUpdate) | Supported |Doing | Doing |wrap/cell_wrapper | [mindspore.nn.DistributedGradReducer](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DistributedGradReducer) | Supported |Doing | Doing |wrap/grad_reducer | [mindspore.nn.DynamicLossScaleUpdateCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DynamicLossScaleUpdateCell) | Doing |Doing | Doing |wrap/loss_scale | [mindspore.nn.FixedLossScaleUpdateCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.FixedLossScaleUpdateCell) | Doing |Doing | Doing |wrap/loss_scale | [mindspore.nn.TrainOneStepWithLossScaleCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepWithLossScaleCell) | Doing |Doing | Doing |wrap/loss_scale | [mindspore.nn.Cell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell) | Supported | Supported | Supported |cell ## mindspore.ops.operations | Operation | Ascend | GPU | CPU |Operator Type | :----------- |:------ |:------ |:-----|:--- | [mindspore.ops.operations.Flatten](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Flatten) | Supported | Supported |Doing | nn_ops | [mindspore.ops.operations.Softmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Softmax) | Supported | Supported | Supported | nn_ops | [mindspore.ops.operations.Acosh](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acosh) | Doing | Doing | Doing | nn_ops | [mindspore.ops.operations.FloorMod](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloorMod) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.Elu](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Elu) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.MirrorPad](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MirrorPad) | Doing | Doing | Doing | nn_ops | [mindspore.ops.operations.Unpack](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Unpack) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.Pack](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pack) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.L2Loss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.L2Loss) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.CTCLoss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CTCLoss) | Doing | Doing | Doing | nn_ops | [mindspore.ops.operations.LogSoftmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.Softplus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Softplus) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.ReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU) | Supported | Supported | Supported | nn_ops | [mindspore.ops.operations.ReLUV2](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLUV2) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6) | Supported | Supported |Doing | nn_ops | [mindspore.ops.operations.HSwish](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSwish) | Supported | Supported | Doing | nn_ops | [mindspore.ops.operations.HSigmoid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSigmoid) | Supported | Supported | Doing | nn_ops | [mindspore.ops.operations.Sigmoid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sigmoid) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.Tanh](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tanh) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchNorm) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.Conv2D](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2D) | Supported | Supported | Supported | nn_ops | [mindspore.ops.operations.DepthwiseConv2dNative](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNative) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.DepthwiseConv2dNativeBackpropInput](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNativeBackpropInput) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.DepthwiseConv2dNativeiBackpropFilter](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNativeBackpropFilter) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.MaxPoolWithArgmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPoolWithArgmax) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.MaxPool](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPool) | Supported | Supported | Supported | nn_ops | [mindspore.ops.operations.AvgPool](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool) | Supported | Supported |Doing | nn_ops | [mindspore.ops.operations.Conv2DBackpropInput](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2DBackpropInput) | Supported | Supported |Doing | nn_ops | [mindspore.ops.operations.BiasAdd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BiasAdd) | Supported | Supported | Supported | nn_ops | [mindspore.ops.operations.TopK](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TopK) | Supported | Doing |Doing | nn_ops | [mindspore.ops.operations.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SoftmaxCrossEntropyWithLogits) | Supported | Supported |Doing | nn_ops | [mindspore.ops.operations.SparseSoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseSoftmaxCrossEntropyWithLogits) | Doing | Supported | Supported | nn_ops | [mindspore.ops.operations.ApplyMomentum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyMomentum) | Supported | Supported | Supported | nn_ops | [mindspore.ops.operations.ApplyRMSProp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyRMSProp) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.SmoothL1Loss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SmoothL1Loss) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.SGD](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SGD) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.LayerNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LayerNorm) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.L2Normalize](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.L2Normalize) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.DropoutGenMask](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DropoutGenMask) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.DropoutDoMask](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DropoutDoMask) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.ResizeBilinear](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ResizeBilinear) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.OneHot](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.OneHot) | Supported | Supported | Doing | nn_ops | [mindspore.ops.operations.Gelu](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Gelu) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.GetNext](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GetNext) | Supported | Supported | Doing | nn_ops | [mindspore.ops.operations.PReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.PReLU) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.LSTM](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LSTM) | Doing | Supported | Supported | nn_ops | [mindspore.ops.operations.SigmoidCrossEntropyWithLogits](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SigmoidCrossEntropyWithLogits) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.Pad](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pad) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.ROIAlign](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ROIAlign) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.Adam](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Adam) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.BinaryCrossEntropy](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BinaryCrossEntropy) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.LARSUpdate](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LARSUpdate) | Supported | Doing | Doing | nn_ops | [mindspore.ops.operations.TensorAdd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorAdd) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.AssignAdd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AssignAdd) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.AssignSub](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AssignSub) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.ReduceMean](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMean) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.ReduceSum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceSum) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.ReduceAll](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceAll) | Doing | Doing | Doing | math_ops | [mindspore.ops.operations.ReduceMax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMax) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.ReduceMin](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMin) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.ReduceProd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceProd) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.CumProd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumProd) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.MatMul](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MatMul) | Supported | Supported | Supported | math_ops | [mindspore.ops.operations.BatchMatMul](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchMatMul) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.CumSum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumSum) | Doing | Doing| Doing | math_ops | [mindspore.ops.operations.AddN](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AddN) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.Neg](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Neg) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.Sub](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sub) | Supported | Doing| Doing | math_ops | [mindspore.ops.operations.Mul](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Mul) | Supported | Supported | Supported | math_ops | [mindspore.ops.operations.Square](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Square) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.SquareSumAll](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SquareSumAll) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Rsqrt](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rsqrt) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Sqrt](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sqrt) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Reciprocal](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Reciprocal) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.Pow](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pow) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Exp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Exp) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.Log](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Log) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.Log1p](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Log1p) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Minimum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.RealDiv) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.Div](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Div) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.FloorDiv](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloorDiv) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Floor](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Floor) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Equal](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Equal) | Supported | Supported | Doing | math_ops | [mindspore.ops.operations.EqualCount](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.EqualCount) | Doing | Supported | Supported | math_ops | [mindspore.ops.operations.NotEqual](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NotEqual) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Greater](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Greater) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.GreaterEqual](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GreaterEqual) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Less](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Less) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2) | Doing | Doing | Doing | math_ops | [mindspore.ops.operations.LessEqual](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LessEqual) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.LogicalNot](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalNot) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.LogicalAnd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalAnd) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.LogicalOr](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalOr) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.NPUAllocFloatStatus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUAllocFloatStatus) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.NPUGetFloatStatus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUGetFloatStatus) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.NPUClearFloatStatus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUClearFloatStatus) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.FloatStatus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloatStatus) | Doing | Supported | Doing | math_ops | [mindspore.ops.operations.Cos](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cos) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Acos](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acos) | Doing | Doing | Doing | math_ops | [mindspore.ops.operations.Erf](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Erf) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Erfc](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Erfc) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Sin](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.NMSWithMask](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NMSWithMask) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Abs](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Abs) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Sign](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sign) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.Round](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Round) | Supported | Doing | Doing | math_ops | [mindspore.ops.operations.ExpandDims](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ExpandDims) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.DType](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DType) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.SameTypeShape](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SameTypeShape) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.Cast](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cast) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.IsSubClass](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsSubClass) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.IsInstance](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsInstance) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.Reshape](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Reshape) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.Shape](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Shape) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.Squeeze](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Squeeze) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.Transpose](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Transpose) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.GatherV2](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GatherV2) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.Split](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Split) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.Rank](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rank) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.TruncatedNormal](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TruncatedNormal) | Doing | Doing | Doing | array_ops | [mindspore.ops.operations.Size](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Size) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.Fill](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Fill) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.OnesLike](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.OnesLike) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.ZerosLike](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ZerosLike) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.TupleToArray](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TupleToArray) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.ScalarToArray](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarToArray) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.ScalarToTensor](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarToTensor) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.InvertPermutation](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InvertPermutation) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.Argmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmax) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.Argmin](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmin) | Doing | Doing | Doing | array_ops | [mindspore.ops.operations.ArgMaxWithValue](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMaxWithValue) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.ArgMinWithValue](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMinWithValue) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.Tile](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.UnsortedSegmentSum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentSum) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.UnsortedSegmentMin](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentMin) | Doing | Doing | Doing | array_ops | [mindspore.ops.operations.Concat](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Concat) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.Slice](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Slice) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.Select](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Select) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.StridedSlice](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.StridedSlice) | Supported | Supported | Doing | array_ops | [mindspore.ops.operations.Diag](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Diag) | Doing | Doing | Doing | array_ops | [mindspore.ops.operations.DiagPart](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DiagPart) | Doing | Doing | Doing | array_ops | [mindspore.ops.operations.Eye](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Eye) | Supported | Supported | Supported | array_ops | [mindspore.ops.operations.ScatterNd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterNd) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.ResizeNearestNeighbor](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ResizeNearestNeighbor) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.GatherNd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GatherNd) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.ApplyFtrl](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyFtrl) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.ScatterNdUpdate](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterNdUpdate) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.ScatterUpdate](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterUpdate) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.SpaceToDepth](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToDepth) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.DepthToSpace](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthToSpace) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.SpaceToBatch](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatch) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.BatchToSpace](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpace) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.IsFinite](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite) | Supported | Doing | Doing | array_ops | [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceOp) | Supported | Supported | Doing | comm_ops | [mindspore.ops.operations.AllReduce](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllReduce) | Doing | Supported | Doing | comm_ops | [mindspore.ops.operations.AllGather](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllGather) | Doing | Supported | Doing | comm_ops | [mindspore.ops.operations.ReduceScatter](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceScatter) | Doing | Supported | Doing | comm_ops | [mindspore.ops.operations.Broadcast](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast) | Doing | Doing | Doing | comm_ops | [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ControlDepend) | Supported | Supported | Supported | control_ops | [mindspore.ops.operations.GeSwitch](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GeSwitch) | Doing | Doing | Doing | control_ops | [mindspore.ops.operations.Merge](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Merge) | Doing | Doing | Doing | control_ops | [mindspore.ops.operations.ScalarSummary](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarSummary) | Supported | Supported | Doing | debug_ops | [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary) | Supported | Supported | Doing | debug_ops | [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary) | Supported | Supported | Doing | debug_ops | [mindspore.ops.operations.HistogramSummary](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HistogramSummary) | Supported | Supported | Doing | debug_ops | [mindspore.ops.operations.InsertGradientOf](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InsertGradientOf) | Supported | Supported | Supported | debug_ops | [mindspore.ops.operations.Print](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Print) | Supported | Doing | Doing | debug_ops | [mindspore.ops.operations.Assign](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign) | Supported | Doing | Doing | other_ops | [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BoundingBoxEncode) | Supported | Doing | Doing | other_ops | [mindspore.ops.operations.BoundingBoxDecode](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BoundingBoxDecode) | Supported | Doing | Doing | other_ops | [mindspore.ops.operations.CheckValid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CheckValid) | Supported | Doing | Doing | other_ops | [mindspore.ops.operations.IOU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IOU) | Supported | Doing | Doing | other_ops | [mindspore.ops.operations.MakeRefKey](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MakeRefKey) | Supported | Supported | Supported | other_ops | [mindspore.ops.operations.RandomChoiceWithMask](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.RandomChoiceWithMask) | Doing| Doing | Doing | random_ops | [mindspore.ops.operations.ScalarCast](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarCast) | Supported | Supported | Supported | inner_ops