!51 Updating supporting status info for more than ten new-added operators

Merge pull request !51 from zhangzheng/docs_update

docs/source_en/operator_list.md

@@ -71,10 +71,23 @@
 | Operation                                       | Ascend | GPU | CPU  |Operator Type
 | :-----------                                 |:------   |:------  |:-----|:---
 | [mindspore.ops.operations.Flatten](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Flatten)                             |  Doing | Supported    |Doing | nn_ops
+| [mindspore.ops.operations.Acosh](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloorMod)                           |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.ReduceProd](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceProd)                       |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2)                                 |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.Elu](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Elu)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.RMSprop](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.RMSprop)                             |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.ExtractImagePatches](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ExtractImagePatches)     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.MirrorPad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MirrorPad)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.MirrorPadGrad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MirrorPadGrad)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.unpack](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.unpack)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.pack](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.pack)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.L2Loss](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.L2Loss)                                     |  Supported | Doing | Doing | nn_ops
 | [mindspore.ops.operations.Softmax](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Softmax)                             |    Supported | Supported    |  Supported | nn_ops
 | [mindspore.ops.operations.LogSoftmax](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax)                       |    Supported | Doing  |Doing | nn_ops
 | [mindspore.ops.operations.ReLU](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU)                                   |    Supported | Supported    |  Supported | nn_ops
-| [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6)                                 |  Doing | Supported    |Doing | nn_ops
+| [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6)                                 |  Supported | Supported    |Doing | nn_ops
+| [mindspore.ops.operations.ReLU6Grad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6Grad)                                 |  Supported | Supported  |Doing | nn_ops
 | [mindspore.ops.operations.HSwish](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSwish)                                   |    Doing | Supported    |  Doing | nn_ops
 | [mindspore.ops.operations.HSigmoid](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSigmoid)                                   |    Doing | Supported    |  Doing | nn_ops
 | [mindspore.ops.operations.Sigmoid](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sigmoid)                             |    Supported | Doing  |Doing | nn_ops
@@ -82,8 +95,11 @@
 | [mindspore.ops.operations.FusedBatchNorm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FusedBatchNorm)               |  Doing | Supported    |Doing | nn_ops
 | [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/en/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNative) |  Doing | Doing  |Doing | nn_ops
+| [mindspore.ops.operations.DepthwiseConv2dNative](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPoolWithArgmax)         |    Supported | Doing  |Doing | nn_ops
+| [mindspore.ops.operations.MaxPoolWithArgmaxGrad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPoolWithArgmaxGrad)         |  Supported | Doing  |Doing | nn_ops
 | [mindspore.ops.operations.MaxPool](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool)                             |  Doing | Supported    |Doing | nn_ops
 | [mindspore.ops.operations.Conv2DBackpropInput](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2DBackpropInput)     |  Doing | Supported    |Doing | nn_ops
@@ -158,9 +174,10 @@
 | [mindspore.ops.operations.Acos](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acos)                                   |  Doing | Doing  | Doing | math_ops
 | [mindspore.ops.operations.Sin](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin)                                     |  Doing | Doing  | Doing | math_ops
 | [mindspore.ops.operations.NMSWithMask](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NMSWithMask)                     |  Doing | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Abs](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Abs)                                     |  Doing | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Sign](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sign)                                   |  Doing | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Round](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Round)                                 |  Doing | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Abs](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Abs)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.AbsGrad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AbsGrad)                             |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Sign](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SameTypeShape)                 |    Supported |   Supported  |   Supported | array_ops
@@ -187,7 +204,7 @@
 | [mindspore.ops.operations.Argmin](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile)                                   |  Doing | Doing  | Doing | array_ops
+| [mindspore.ops.operations.Tile](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile)                                   |  Doing | Supported  | Doing | array_ops
 | [mindspore.ops.operations.UnsortedSegmentSum](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentSum)       |    Supported | Doing  | Doing | array_ops
 | [mindspore.ops.operations.Concat](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Slice)                                 |    Supported | Supported    | Doing | array_ops
@@ -196,7 +213,7 @@
 | [mindspore.ops.operations.Diag](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Diag)                                   |   Doing |  Doing  |  Doing | array_ops
 | [mindspore.ops.operations.Eye](https://www.mindspore.cn/api/en/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ResizeNearestNeighbor) |  Doing | Doing  | Doing | array_ops
+| [mindspore.ops.operations.ResizeNearestNeighbor](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GatherNd)                           |  Doing | Doing  | Doing | array_ops
 | [mindspore.ops.operations.ScatterNdUpdate](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterNdUpdate)             |  Doing | Doing  | Doing | array_ops
 | [mindspore.ops.operations.SpaceToDepth](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToDepth)                   |  Doing | Doing  | Doing | array_ops
@@ -209,9 +226,9 @@
 | [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarSummary)                 |  Doing |   Supported  | Doing | debug_ops
-| [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary)                   |  Doing |   Supported  | Doing | debug_ops
-| [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary)                 |  Doing |   Supported  | Doing | debug_ops
+| [mindspore.ops.operations.ScalarSummary](https://www.mindspore.cn/api/en/master/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/master/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/master/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/zh-CN/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Print)                                 |    Supported | Doing  | Doing | debug_ops

docs/source_zh_cn/operator_list.md

@@ -72,9 +72,22 @@
 | :-----------                                 |:------   |:------  |:-----|:---
 | [mindspore.ops.operations.Flatten](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Flatten)                             |  Doing | Supported    |Doing | nn_ops
 | [mindspore.ops.operations.Softmax](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloorMod)                           |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.ReduceProd](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceProd)                       |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2)                                 |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.Elu](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Elu)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.RMSprop](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.RMSprop)                             |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.ExtractImagePatches](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ExtractImagePatches)     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.MirrorPad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MirrorPad)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.MirrorPadGrad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MirrorPadGrad)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.unpack](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.unpack)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.pack](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.pack)                                     |  Doing | Doing | Doing | nn_ops
+| [mindspore.ops.operations.L2Loss](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.L2Loss)                               |    Supported | Doing | Doing | nn_ops
 | [mindspore.ops.operations.LogSoftmax](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax)                       |    Supported | Doing  |Doing | nn_ops
 | [mindspore.ops.operations.ReLU](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU)                                   |    Supported | Supported    |  Supported | nn_ops
-| [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6)                                 |  Doing | Supported    |Doing | nn_ops
+| [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6)                                 |  Supported | Supported    |Doing | nn_ops
+| [mindspore.ops.operations.ReLU6Grad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6Grad)                         |  Supported | Supported    |Doing | nn_ops
 | [mindspore.ops.operations.HSwish](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSwish)                                   |    Doing | Supported    |  Doing | nn_ops
 | [mindspore.ops.operations.HSigmoid](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSigmoid)                                   |    Doing | Supported    |  Doing | nn_ops
 | [mindspore.ops.operations.Sigmoid](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sigmoid)                             |    Supported | Doing  |Doing | nn_ops
@@ -82,8 +95,11 @@
 | [mindspore.ops.operations.FusedBatchNorm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FusedBatchNorm)               |  Doing | Supported    |Doing | nn_ops
 | [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNative) |  Doing | Doing  |Doing | nn_ops
+| [mindspore.ops.operations.DepthwiseConv2dNative](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPoolWithArgmax)         |    Supported | Doing  |Doing | nn_ops
+| [mindspore.ops.operations.MaxPoolWithArgmaxGrad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPoolWithArgmaxGrad) |  Supported | Doing  |Doing | nn_ops
 | [mindspore.ops.operations.MaxPool](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool)                             |  Doing | Supported    |Doing | nn_ops
 | [mindspore.ops.operations.Conv2DBackpropInput](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2DBackpropInput)     |  Doing | Supported    |Doing | nn_ops
@@ -158,9 +174,10 @@
 | [mindspore.ops.operations.Acos](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acos)                                   |  Doing | Doing  | Doing | math_ops
 | [mindspore.ops.operations.Sin](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin)                                     |  Doing | Doing  | Doing | math_ops
 | [mindspore.ops.operations.NMSWithMask](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NMSWithMask)                     |  Doing | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Abs](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Abs)                                     |  Doing | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Sign](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sign)                                   |  Doing | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Round](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Round)                                 |  Doing | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Abs](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Abs)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.AbsGrad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AbsGrad)                            |  Supported| Doing  | Doing | math_ops
+| [mindspore.ops.operations.Sign](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SameTypeShape)                 |    Supported |   Supported  |   Supported | array_ops
@@ -187,7 +204,7 @@
 | [mindspore.ops.operations.Argmin](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile)                                   |  Doing | Doing  | Doing | array_ops
+| [mindspore.ops.operations.Tile](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile)                                   |  Doing | Supported  | Doing | array_ops
 | [mindspore.ops.operations.UnsortedSegmentSum](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentSum)       |    Supported | Doing  | Doing | array_ops
 | [mindspore.ops.operations.Concat](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Slice)                                 |    Supported | Supported    | Doing | array_ops
@@ -196,7 +213,7 @@
 | [mindspore.ops.operations.Diag](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Diag)                                   |   Doing |  Doing  |  Doing | array_ops
 | [mindspore.ops.operations.Eye](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ResizeNearestNeighbor) |  Doing | Doing  | Doing | array_ops
+| [mindspore.ops.operations.ResizeNearestNeighbor](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GatherNd)                           |  Doing | Doing  | Doing | array_ops
 | [mindspore.ops.operations.ScatterNdUpdate](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterNdUpdate)             |  Doing | Doing  | Doing | array_ops
 | [mindspore.ops.operations.SpaceToDepth](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToDepth)                   |  Doing | Doing  | Doing | array_ops
@@ -209,9 +226,9 @@
 | [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarSummary)                 |  Doing |   Supported  | Doing | debug_ops
-| [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary)                   |  Doing |   Supported  | Doing | debug_ops
-| [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary)                 |  Doing |   Supported  | Doing | debug_ops
+| [mindspore.ops.operations.ScalarSummary](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Print)                                 |    Supported | Doing  | Doing | debug_ops