!305 Update links for r0.5

Merge pull request !305 from TingWang/update-links-r0.5

api/source_en/conf.py

@@ -29,7 +29,7 @@ copyright = '2020, MindSpore'
 author = 'MindSpore'
 
 # The full version, including alpha/beta/rc tags
-release = 'master'
+release = 'r0.5'
 
 
 # -- General configuration ---------------------------------------------------

api/source_en/index.rst

@@ -47,4 +47,4 @@ MindSpore API
    :maxdepth: 1
    :caption: C++ API
 
-   predict <https://www.mindspore.cn/apicc/en/master/predict/namespacemembers.html>
+   predict <https://www.mindspore.cn/apicc/en/r0.5/predict/namespacemembers.html>

api/source_zh_cn/conf.py

@@ -29,7 +29,7 @@ copyright = '2020, MindSpore'
 author = 'MindSpore'
 
 # The full version, including alpha/beta/rc tags
-release = 'master'
+release = 'r0.5'
 
 
 # -- General configuration ---------------------------------------------------

api/source_zh_cn/index.rst

@@ -47,4 +47,4 @@ MindSpore API
    :maxdepth: 1
    :caption: C++ API
 
-   predict <https://www.mindspore.cn/apicc/zh-CN/master/predict/namespacemembers.html>
+   predict <https://www.mindspore.cn/apicc/zh-CN/r0.5/predict/namespacemembers.html>

docs/source_en/benchmark.md

@@ -3,7 +3,7 @@
 <a href="https://gitee.com/mindspore/docs/blob/r0.5/docs/source_en/benchmark.md" target="_blank"><img src="./_static/logo_source.png"></a>
 
 This document describes the MindSpore benchmarks. 
-For details about the MindSpore pre-trained model, see [Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/model_zoo).
+For details about the MindSpore pre-trained model, see [Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo).
 
 ## Training Performance
 

docs/source_en/conf.py

@@ -20,7 +20,7 @@ copyright = '2020, MindSpore'
 author = 'MindSpore'
 
 # The full version, including alpha/beta/rc tags
-release = 'master'
+release = 'r0.5'
 
 
 # -- General configuration ---------------------------------------------------

docs/source_en/constraints_on_network_construction.md

@@ -148,8 +148,8 @@ Currently, the following syntax is not supported in network constructors:
 ## Network Definition Constraints
 
 ### Instance Types on the Entire Network
-* Common Python function with the [@ms_function](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.html#mindspore.ms_function) decorator.
-* Cell subclass inherited from [nn.Cell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell).
+* Common Python function with the [@ms_function](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.html#mindspore.ms_function) decorator.
+* Cell subclass inherited from [nn.Cell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell).
 
 ### Network Input Type
 * The training data input parameters of the entire network must be of the Tensor type.
@@ -162,13 +162,13 @@ Currently, the following syntax is not supported in network constructors:
 
 | Category                 | Content
 | :-----------         |:--------
-| `Cell` instance           |[mindspore/nn/*](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html), and custom [Cell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell).
+| `Cell` instance           |[mindspore/nn/*](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html), and custom [Cell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell).
 | Member function of a `Cell` instance | Member functions of other classes in the construct function of Cell can be called.
 | Function                 | Custom Python functions and system functions listed in the preceding content.
 | Dataclass instance        | Class decorated with @dataclass.
-| Primitive operator        |[mindspore/ops/operations/*](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html).
-| Composite operator        |[mindspore/ops/composite/*](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.composite.html).
-| Operator generated by constexpr     |Uses the value generated by [@constexpr](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr) to calculate operators.
+| Primitive operator        |[mindspore/ops/operations/*](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html).
+| Composite operator        |[mindspore/ops/composite/*](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.composite.html).
+| Operator generated by constexpr     |Uses the value generated by [@constexpr](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr) to calculate operators.
 
 
 ### Other Constraints

docs/source_en/network_list.md

 # Network List
 
-<a href="https://gitee.com/mindspore/docs/tree/master/docs/source_en/network_list.md" target="_blank"><img src="./_static/logo_source.png"></a>
+<a href="https://gitee.com/mindspore/docs/tree/r0.5/docs/source_en/network_list.md" target="_blank"><img src="./_static/logo_source.png"></a>
 
 |  Domain | Sub Domain    | Network                                   | Ascend | GPU | CPU 
 |:------   |:------| :-----------                               |:------   |:------  |:-----
-|Computer Version (CV) | Image Classification  | [AlexNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/alexnet/src/alexnet.py)          |  Supported |  Supported | Doing
-| Computer Version (CV)  | Image Classification  | [GoogleNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/googlenet/src/googlenet.py)                                               |  Supported     | Doing | Doing
-| Computer Version (CV)  | Image Classification  | [LeNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/lenet/src/lenet.py)              |  Supported |  Supported | Supported
-| Computer Version (CV)  | Image Classification  | [ResNet-50](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/resnet/src/resnet.py)          |  Supported |  Doing | Doing
-|Computer Version (CV)  | Image Classification  | [ResNet-101](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/resnet/src/resnet.py)                                              |  Supported |Doing | Doing
-| Computer Version (CV)  | Image Classification  | [VGG16](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/vgg16/src/vgg.py)                |  Supported |  Doing | Doing
-| Computer Version (CV)  | Mobile Image Classification<br>Image Classification<br>Semantic Tegmentation  | [MobileNetV2](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/mobilenetv2/src/mobilenetV2.py)                                            |  Supported |  Supported | Doing
-| Computer Version (CV)  | Mobile Image Classification<br>Image Classification<br>Semantic Tegmentation  | [MobileNetV3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/mobilenetv3/src/mobilenetV3.py)                                            |  Doing |  Supported | Doing
-|Computer Version (CV)  | Targets Detection  | [SSD](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/ssd/src/ssd.py)                   |  Supported |Doing | Doing
-| Computer Version (CV)  | Targets Detection  | [YoloV3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/yolov3/src/yolov3.py)         |  Supported |  Doing | Doing
-| Computer Version (CV)  | Targets Detection  | [FasterRCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/faster_rcnn/src/FasterRcnn)         |  Supported |  Doing | Doing
-| Computer Version (CV) | Semantic Segmentation  | [Deeplabv3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/deeplabv3/src/deeplabv3.py)                                          |  Supported |  Doing | Doing
-| Natural Language Processing (NLP) | Natural Language Understanding  | [BERT](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/bert/src/bert_model.py)                                          |  Supported |  Doing | Doing
-| Natural Language Processing (NLP) | Natural Language Understanding  | [Transformer](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/Transformer/src/transformer_model.py)                                          |  Supported |  Doing | Doing
-| Natural Language Processing (NLP) | Natural Language Understanding  | [SentimentNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/lstm/src/lstm.py)                                          |  Doing |  Supported | Supported
-| Recommender | Recommender System, CTR prediction  | [DeepFM](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/deepfm/src/deepfm.py)                                          |  Supported |  Doing | Doing
-| Recommender | Recommender System, Search ranking  | [Wide&Deep](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/wide_and_deep/src/wide_and_deep.py)                                          |  Supported |  Doing | Doing
+|Computer Version (CV) | Image Classification  | [AlexNet](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/alexnet/src/alexnet.py)          |  Supported |  Supported | Doing
+| Computer Version (CV)  | Image Classification  | [GoogleNet](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/googlenet/src/googlenet.py)                                               |  Supported     | Doing | Doing
+| Computer Version (CV)  | Image Classification  | [LeNet](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/lenet/src/lenet.py)              |  Supported |  Supported | Supported
+| Computer Version (CV)  | Image Classification  | [ResNet-50](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/resnet/src/resnet.py)          |  Supported |  Doing | Doing
+|Computer Version (CV)  | Image Classification  | [ResNet-101](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/resnet/src/resnet.py)                                              |  Supported |Doing | Doing
+| Computer Version (CV)  | Image Classification  | [VGG16](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/vgg16/src/vgg.py)                |  Supported |  Doing | Doing
+| Computer Version (CV)  | Mobile Image Classification<br>Image Classification<br>Semantic Tegmentation  | [MobileNetV2](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/mobilenetv2/src/mobilenetV2.py)                                            |  Supported |  Supported | Doing
+| Computer Version (CV)  | Mobile Image Classification<br>Image Classification<br>Semantic Tegmentation  | [MobileNetV3](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/mobilenetv3/src/mobilenetV3.py)                                            |  Doing |  Supported | Doing
+|Computer Version (CV)  | Targets Detection  | [SSD](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/ssd/src/ssd.py)                   |  Supported |Doing | Doing
+| Computer Version (CV)  | Targets Detection  | [YoloV3](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/yolov3/src/yolov3.py)         |  Supported |  Doing | Doing
+| Computer Version (CV)  | Targets Detection  | [FasterRCNN](https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo/faster_rcnn/src/FasterRcnn)         |  Supported |  Doing | Doing
+| Computer Version (CV) | Semantic Segmentation  | [Deeplabv3](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/deeplabv3/src/deeplabv3.py)                                          |  Supported |  Doing | Doing
+| Natural Language Processing (NLP) | Natural Language Understanding  | [BERT](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/bert/src/bert_model.py)                                          |  Supported |  Doing | Doing
+| Natural Language Processing (NLP) | Natural Language Understanding  | [Transformer](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/Transformer/src/transformer_model.py)                                          |  Supported |  Doing | Doing
+| Natural Language Processing (NLP) | Natural Language Understanding  | [SentimentNet](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/lstm/src/lstm.py)                                          |  Doing |  Supported | Supported
+| Recommender | Recommender System, CTR prediction  | [DeepFM](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/deepfm/src/deepfm.py)                                          |  Supported |  Doing | Doing
+| Recommender | Recommender System, Search ranking  | [Wide&Deep](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/wide_and_deep/src/wide_and_deep.py)                                          |  Supported |  Doing | Doing

docs/source_en/operator_list.md

@@ -14,285 +14,285 @@
 
 | Operation                                       | Ascend | GPU | CPU |Operator Type
 | :-----------                               |:------   |:------  |:-----|:---
-| [mindspore.nn.Softmax](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Softmax)                                              |  Supported |  Supported |   Supported |layer/activation
-| [mindspore.nn.LogSoftmax](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LogSoftmax)                                        |  Supported | Supported | Doing |layer/activation
-| [mindspore.nn.ReLU](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU)                                                    |  Supported |  Supported |   Supported |layer/activation
-| [mindspore.nn.ReLU6](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU6)                                                  |Supported |  Supported | Doing |layer/activation
-| [mindspore.nn.HSwish](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSwish)                                                    |  Doing |  Supported |   Doing |layer/activation
-| [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid)                                                    |  Doing |  Supported |   Doing |layer/activation
-| [mindspore.nn.LeakyReLU](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LeakyReLU)                                          | Supported |Doing | Doing |layer/activation
-| [mindspore.nn.Tanh](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Tanh)                                                    |  Supported | Supported | Doing |layer/activation
-| [mindspore.nn.GELU](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU)                                                    |  Supported | Supported | Doing |layer/activation
-| [mindspore.nn.Sigmoid](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Sigmoid)                                              |  Supported |Doing | Doing |layer/activation
-| [mindspore.nn.PReLU](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.PReLU)                                                  |  Supported |Doing | Doing |layer/activation
-| [mindspore.nn.Dropout](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dropout)                                              |Supported | Supported | Doing |layer/basic
-| [mindspore.nn.Flatten](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Flatten)                                              |Supported |  Supported | Doing |layer/basic
-| [mindspore.nn.Dense](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dense)                                                  |Supported |  Supported | Doing |layer/basic
-| [mindspore.nn.DenseBnAct](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.DenseBnAct)                                                  |Supported |  Supported | Supported |layer/basic
-| [mindspore.nn.ClipByNorm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm)                                        |Doing | Supported | Doing |layer/basic
-| [mindspore.nn.Norm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm)                                                    |Doing | Supported | Doing |layer/basic
-| [mindspore.nn.OneHot](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.OneHot)                                                |  Supported |  Supported | Doing |layer/basic
-| [mindspore.nn.Range](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Range)                                                |  Supported |  Doing | Doing |layer/basic
-| [mindspore.nn.SequentialCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SequentialCell)                                |Doing |  Supported | Doing |layer/container
-| [mindspore.nn.CellList](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.CellList)                                            |  Supported |  Supported | Doing |layer/container
-| [mindspore.nn.Conv2d](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d)                                                |  Supported |  Supported |   Supported |layer/conv
-| [mindspore.nn.Conv2dTranspose](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dTranspose)                              |  Supported |  Supported | Doing |layer/conv
-| [mindspore.nn.Conv2dBnAct](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dBnAct)                              |  Supported |  Supported | Supported |layer/conv
-| [mindspore.nn.Embedding](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Embedding)                                          |Doing |  Supported | Doing |layer/embedding
-| [mindspore.nn.ImageGradients](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ImageGradients)                                | Doing |Doing | Doing |layer/image
-| [mindspore.nn.SSIM](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SSIM)                                                    | Doing |Doing | Doing |layer/image
-| [mindspore.nn.PSNR](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.PSNR)                                                    | Doing |Doing | Doing |layer/image
-| [mindspore.nn.CentralCrop](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.CentralCrop)                                                    | Supported |Doing | Doing |layer/image
-| [mindspore.nn.LSTM](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LSTM)                                                    | Doing | Supported | Supported |layer/lstm
-| [mindspore.nn.GlobalBatchNorm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GlobalBatchNorm)                                      |  Supported |Doing | Doing |layer/normalization
-| [mindspore.nn.BatchNorm1d](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm1d)                                      |  Supported |Doing | Doing |layer/normalization
-| [mindspore.nn.BatchNorm2d](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d)                                      |  Supported |  Supported | Doing |layer/normalization
-| [mindspore.nn.GroupNorm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GroupNorm)                                          |  Supported |  Doing | Doing |layer/normalization
-| [mindspore.nn.LayerNorm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LayerNorm)                                          |  Supported | Supported | Doing |layer/normalization
-| [mindspore.nn.MatrixDiag](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixDiag)                       |  Supported | Doing  | Doing | layer/normalization
-| [mindspore.nn.MatrixDiagPart](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixDiagPart)                       |  Supported | Doing  | Doing | layer/normalization
-| [mindspore.nn.MatrixSetDiag](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixSetDiag)                       |  Supported | Doing  | Doing | layer/normalization
-| [mindspore.nn.LinSpace](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LinSpace)                       |  Supported | Doing  | Doing | layer/normalization
-| [mindspore.nn.MaxPool2d](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MaxPool2d)                                          |  Supported |  Supported |   Supported |layer/pooling
-| [mindspore.nn.AvgPool2d](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.AvgPool2d)                                          |Doing |  Supported | Doing |layer/pooling
-| [mindspore.nn.L1Loss](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.L1Loss)                                                |Doing |Doing | Doing |loss/loss
-| [mindspore.nn.MSELoss](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MSELoss)                                              |  Supported |Doing | Doing |loss/loss
-| [mindspore.nn.SmoothL1Loss](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SmoothL1Loss)                                    |Supported |Doing | Doing |loss/loss
-| [mindspore.nn.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyWithLogits)  |  Supported |  Supported |   Doing |loss/loss
-| [mindspore.nn.SoftmaxCrossEntropyExpand](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyExpand)     |  Supported |Doing | Doing |loss/loss
-| [mindspore.nn.ProximalAdagrad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ProximalAdagrad)                              | Supported | Doing | Doing |optim/ProximalAdagrad
-| [mindspore.nn.LazyAdam](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LazyAdam)                                            | Supported | Doing | Doing |optim/lazyadam
-| [mindspore.nn.Adam](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Adam)                                                    | Supported |Doing | Doing |optim/adam
-| [mindspore.nn.AdamWeightDecay](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecay)                              |  Supported | Supported | Doing |optim/adam
-| [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR)            |  Supported | Supported | Doing |optim/adam
-| [mindspore.nn.Lamb](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb)                                                    |  Supported | Supported | Doing |optim/lamb
-| [mindspore.nn.LARS](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LARS)                                                    |Doing |Doing | Doing |optim/lars
-| [mindspore.nn.Momentum](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Momentum)                                            |  Supported |  Supported |   Doing |optim/momentum
-| [mindspore.nn.Optimizer](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Optimizer)                                          |  Supported |  Supported | Doing |optim/optimizer
-| [mindspore.nn.RMSProp](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.RMSProp)                                          |  Supported |  Support | Doing |optim/optimizer
-| [mindspore.nn.SGD](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SGD)                                                      |Supported |Doing | Doing |optim/sgd
-| [mindspore.nn.WithLossCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithLossCell)                                    |  Supported |  Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.WithGradCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithGradCell)                                    |  Supported | Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.TrainOneStepCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepCell)                            |  Supported |  Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.DataWrapper](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.DataWrapper)                                      |Doing | Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.GetNextSingleOp](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GetNextSingleOp)                              |Doing |  Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.WithEvalCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithEvalCell)                                    |  Supported |  Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.ParameterUpdate](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ParameterUpdate)                              |  Supported |Doing | Doing |wrap/cell_wrapper
-| [mindspore.nn.DistributedGradReducer](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.DistributedGradReducer)                |  Supported |Doing | Doing |wrap/grad_reducer
-| [mindspore.nn.DynamicLossScaleUpdateCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.DynamicLossScaleUpdateCell)        | Doing |Doing | Doing |wrap/loss_scale
-| [mindspore.nn.FixedLossScaleUpdateCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.FixedLossScaleUpdateCell)            | Doing |Doing | Doing |wrap/loss_scale
-| [mindspore.nn.TrainOneStepWithLossScaleCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepWithLossScaleCell)  | Doing |Doing | Doing |wrap/loss_scale
-| [mindspore.nn.Cell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)                                                    |  Supported |  Supported |   Supported |cell
+| [mindspore.nn.Softmax](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Softmax)                                              |  Supported |  Supported |   Supported |layer/activation
+| [mindspore.nn.LogSoftmax](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LogSoftmax)                                        |  Supported | Supported | Doing |layer/activation
+| [mindspore.nn.ReLU](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU)                                                    |  Supported |  Supported |   Supported |layer/activation
+| [mindspore.nn.ReLU6](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU6)                                                  |Supported |  Supported | Doing |layer/activation
+| [mindspore.nn.HSwish](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSwish)                                                    |  Doing |  Supported |   Doing |layer/activation
+| [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid)                                                    |  Doing |  Supported |   Doing |layer/activation
+| [mindspore.nn.LeakyReLU](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LeakyReLU)                                          | Supported |Doing | Doing |layer/activation
+| [mindspore.nn.Tanh](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Tanh)                                                    |  Supported | Supported | Doing |layer/activation
+| [mindspore.nn.GELU](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU)                                                    |  Supported | Supported | Doing |layer/activation
+| [mindspore.nn.Sigmoid](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Sigmoid)                                              |  Supported |Doing | Doing |layer/activation
+| [mindspore.nn.PReLU](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.PReLU)                                                  |  Supported |Doing | Doing |layer/activation
+| [mindspore.nn.Dropout](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dropout)                                              |Supported | Supported | Doing |layer/basic
+| [mindspore.nn.Flatten](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Flatten)                                              |Supported |  Supported | Doing |layer/basic
+| [mindspore.nn.Dense](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dense)                                                  |Supported |  Supported | Doing |layer/basic
+| [mindspore.nn.DenseBnAct](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.DenseBnAct)                                                  |Supported |  Supported | Supported |layer/basic
+| [mindspore.nn.ClipByNorm](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm)                                        |Doing | Supported | Doing |layer/basic
+| [mindspore.nn.Norm](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm)                                                    |Doing | Supported | Doing |layer/basic
+| [mindspore.nn.OneHot](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.OneHot)                                                |  Supported |  Supported | Doing |layer/basic
+| [mindspore.nn.Range](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Range)                                                |  Supported |  Doing | Doing |layer/basic
+| [mindspore.nn.SequentialCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SequentialCell)                                |Doing |  Supported | Doing |layer/container
+| [mindspore.nn.CellList](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.CellList)                                            |  Supported |  Supported | Doing |layer/container
+| [mindspore.nn.Conv2d](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d)                                                |  Supported |  Supported |   Supported |layer/conv
+| [mindspore.nn.Conv2dTranspose](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dTranspose)                              |  Supported |  Supported | Doing |layer/conv
+| [mindspore.nn.Conv2dBnAct](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dBnAct)                              |  Supported |  Supported | Supported |layer/conv
+| [mindspore.nn.Embedding](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Embedding)                                          |Doing |  Supported | Doing |layer/embedding
+| [mindspore.nn.ImageGradients](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ImageGradients)                                | Doing |Doing | Doing |layer/image
+| [mindspore.nn.SSIM](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SSIM)                                                    | Doing |Doing | Doing |layer/image
+| [mindspore.nn.PSNR](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.PSNR)                                                    | Doing |Doing | Doing |layer/image
+| [mindspore.nn.CentralCrop](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.CentralCrop)                                                    | Supported |Doing | Doing |layer/image
+| [mindspore.nn.LSTM](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LSTM)                                                    | Doing | Supported | Supported |layer/lstm
+| [mindspore.nn.GlobalBatchNorm](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.GlobalBatchNorm)                                      |  Supported |Doing | Doing |layer/normalization
+| [mindspore.nn.BatchNorm1d](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm1d)                                      |  Supported |Doing | Doing |layer/normalization
+| [mindspore.nn.BatchNorm2d](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d)                                      |  Supported |  Supported | Doing |layer/normalization
+| [mindspore.nn.GroupNorm](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.GroupNorm)                                          |  Supported |  Doing | Doing |layer/normalization
+| [mindspore.nn.LayerNorm](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LayerNorm)                                          |  Supported | Supported | Doing |layer/normalization
+| [mindspore.nn.MatrixDiag](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixDiag)                       |  Supported | Doing  | Doing | layer/normalization
+| [mindspore.nn.MatrixDiagPart](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixDiagPart)                       |  Supported | Doing  | Doing | layer/normalization
+| [mindspore.nn.MatrixSetDiag](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixSetDiag)                       |  Supported | Doing  | Doing | layer/normalization
+| [mindspore.nn.LinSpace](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LinSpace)                       |  Supported | Doing  | Doing | layer/normalization
+| [mindspore.nn.MaxPool2d](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MaxPool2d)                                          |  Supported |  Supported |   Supported |layer/pooling
+| [mindspore.nn.AvgPool2d](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.AvgPool2d)                                          |Doing |  Supported | Doing |layer/pooling
+| [mindspore.nn.L1Loss](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.L1Loss)                                                |Doing |Doing | Doing |loss/loss
+| [mindspore.nn.MSELoss](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MSELoss)                                              |  Supported |Doing | Doing |loss/loss
+| [mindspore.nn.SmoothL1Loss](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SmoothL1Loss)                                    |Supported |Doing | Doing |loss/loss
+| [mindspore.nn.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyWithLogits)  |  Supported |  Supported |   Doing |loss/loss
+| [mindspore.nn.SoftmaxCrossEntropyExpand](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyExpand)     |  Supported |Doing | Doing |loss/loss
+| [mindspore.nn.ProximalAdagrad](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ProximalAdagrad)                              | Supported | Doing | Doing |optim/ProximalAdagrad
+| [mindspore.nn.LazyAdam](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LazyAdam)                                            | Supported | Doing | Doing |optim/lazyadam
+| [mindspore.nn.Adam](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Adam)                                                    | Supported |Doing | Doing |optim/adam
+| [mindspore.nn.AdamWeightDecay](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecay)                              |  Supported | Supported | Doing |optim/adam
+| [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR)            |  Supported | Supported | Doing |optim/adam
+| [mindspore.nn.Lamb](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb)                                                    |  Supported | Supported | Doing |optim/lamb
+| [mindspore.nn.LARS](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LARS)                                                    |Doing |Doing | Doing |optim/lars
+| [mindspore.nn.Momentum](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Momentum)                                            |  Supported |  Supported |   Doing |optim/momentum
+| [mindspore.nn.Optimizer](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Optimizer)                                          |  Supported |  Supported | Doing |optim/optimizer
+| [mindspore.nn.RMSProp](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.RMSProp)                                          |  Supported |  Support | Doing |optim/optimizer
+| [mindspore.nn.SGD](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SGD)                                                      |Supported |Doing | Doing |optim/sgd
+| [mindspore.nn.WithLossCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithLossCell)                                    |  Supported |  Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.WithGradCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithGradCell)                                    |  Supported | Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.TrainOneStepCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepCell)                            |  Supported |  Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.DataWrapper](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.DataWrapper)                                      |Doing | Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.GetNextSingleOp](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.GetNextSingleOp)                              |Doing |  Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.WithEvalCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithEvalCell)                                    |  Supported |  Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.ParameterUpdate](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ParameterUpdate)                              |  Supported |Doing | Doing |wrap/cell_wrapper
+| [mindspore.nn.DistributedGradReducer](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.DistributedGradReducer)                |  Supported |Doing | Doing |wrap/grad_reducer
+| [mindspore.nn.DynamicLossScaleUpdateCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.DynamicLossScaleUpdateCell)        | Doing |Doing | Doing |wrap/loss_scale
+| [mindspore.nn.FixedLossScaleUpdateCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.FixedLossScaleUpdateCell)            | Doing |Doing | Doing |wrap/loss_scale
+| [mindspore.nn.TrainOneStepWithLossScaleCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepWithLossScaleCell)  | Doing |Doing | Doing |wrap/loss_scale
+| [mindspore.nn.Cell](https://www.mindspore.cn/api/en/r0.5/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/master/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/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/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)                           |  Supported | 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)                                     |  Supported | 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.Unpack](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax)                       |    Supported | Supported  |Doing | nn_ops
-| [mindspore.ops.operations.Softplus](https://www.mindspore.cn/api/en/master/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/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)                                 |  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
-| [mindspore.ops.operations.Tanh](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tanh)                                   |    Supported | 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.LRN](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LRN)                         |    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) |  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.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)                             |  Supported | 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)     |  Supported | Supported    |Doing | nn_ops
-| [mindspore.ops.operations.BiasAdd](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyRMSProp)                 |    Supported  | Supported    |   Doing | nn_ops
-| [mindspore.ops.operations.ApplyCenteredRMSProp](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyCenteredRMSProp)                 |    Supported  | Supported    |   Doing | nn_ops
-| [mindspore.ops.operations.SparseApplyAdagrad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
-| [mindspore.ops.operations.SparseApplyProximalAdagrad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyProximalAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
-| [mindspore.ops.operations.ApplyProximalAdagrad](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyProximalAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
-| [mindspore.ops.operations.SparseApplyLazyAdam](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyLazyAdam)                  |  Doing  | Doing    |   Supported | nn_ops
-| [mindspore.ops.operations.SparseApplyAdam](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyAdam)                                 |  Doing  | Doing    |   Supported | nn_ops
-| [mindspore.ops.operations.SmoothL1Loss](https://www.mindspore.cn/api/en/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LayerNorm)                         |    Supported  | Supported  | Doing | nn_ops
-| [mindspore.ops.operations.L2Normalize](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Gelu)                                   |    Supported  | Supported  | Doing | nn_ops
-| [mindspore.ops.operations.GetNext](https://www.mindspore.cn/api/en/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LSTM)                                   |  Doing  | Supported    | Supported | nn_ops
-| [mindspore.ops.operations.BasicLSTMCell](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BasicLSTMCell)                                   |  Doing  | Doing    | Doing | nn_ops
-| [mindspore.ops.operations.SigmoidCrossEntropyWithLogits](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceAll)                         |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.ReduceMax](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchMatMul)                     |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.CumSum](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumSum)                               |  Supported   | Doing| Doing | math_ops
-| [mindspore.ops.operations.AddN](https://www.mindspore.cn/api/en/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sub)                                     |    Supported   | Supported | Doing | math_ops   
-| [mindspore.ops.operations.Mul](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Square)                               |    Supported | Supported  | Doing | math_ops   
-| [mindspore.ops.operations.SquareSumAll](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rsqrt)                                 |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Sqrt](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sqrt)                                   |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Reciprocal](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pow)                                     |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Exp](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum)                             |    Supported | Supported  | Doing | math_ops 
-| [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum)                             |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Div)                                     |    Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.DivNoNan](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DivNoNan)                                     |    Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.FloorDiv](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NotEqual)                           |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Greater](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Greater)                             |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.GreaterEqual](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GreaterEqual)                   |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Less](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Less)                                   |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2)                                   |   Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.LessEqual](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LessEqual)                         |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.LogicalNot](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalNot)                       |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.LogicalAnd](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalAnd)                       |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.LogicalOr](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalOr)                         |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.BitwiseAnd](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseAnd)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.BitwiseOr](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseOr)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Ceil](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Ceil)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Inv](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Inv)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Invert](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Invert)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.BitwiseXor](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseXor)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.NPUAllocFloatStatus](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cos)                                     |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Cosh](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cosh)                                     |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.ACos](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ACos)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.BesselI0e](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BesselI0e)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.BesselI1e](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BesselI1e)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Asin](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Asin)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Asinh](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Asinh)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Erf](https://www.mindspore.cn/api/en/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin)                                     |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Sinh](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sinh)                                     |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Expm1](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Expm1)                                     |  Supported | 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)                     |  Supported | 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.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.ApproximateEqual](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApproximateEqual)                                 |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.InplaceAdd](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceAdd)                                 |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.InplaceSub](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceSub)                                 |  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
-| [mindspore.ops.operations.Cast](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmin)                               |  Supported | 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 | Supported  | 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)                                   |  Supported | 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 | Supported  | Doing | array_ops
-| [mindspore.ops.operations.UnsortedSegmentMin](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentMin)       |    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
-| [mindspore.ops.operations.Select](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Select)                               |    Supported | Supported  | Doing | array_ops
-| [mindspore.ops.operations.StridedSlice](https://www.mindspore.cn/api/en/master/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/master/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/master/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/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) |  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)                           |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.ApplyFtrl](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyFtrl)                           |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.SparseApplyFtrl](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyFtrl)                           |  Supported | 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)             |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.ScatterUpdate](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatch)                   |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.SpaceToBatchND](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatchND)                   |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.BatchToSpace](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpace)                   |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.BatchToSpaceND](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpaceND)                   |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.IsFinite](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite)                           |  Supported | Supported  | Doing | array_ops
-| [mindspore.ops.operations.InplaceUpdate](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceUpdate)                           |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllReduce)                         |  Supported |   Supported  | Doing | comm_ops
-| [mindspore.ops.operations.AllGather](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllGather)                         |  Supported |   Supported  | Doing | comm_ops
-| [mindspore.ops.operations.HostAllGather](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HostAllGather)                         |  Doing |   Doing  | Supported | comm_ops
-| [mindspore.ops.operations.ReduceScatter](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceScatter)                 |  Doing |   Supported  | Doing | comm_ops
-| [mindspore.ops.operations.HostReduceScatter](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HostReduceScatter)                 |  Doing |   Doing  | Supported | comm_ops
-| [mindspore.ops.operations.Broadcast](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast)                         |  Supported | Doing  | Doing | comm_ops
-| [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)                 |  Supported |   Supported  | Supported | 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  | Supported | 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  | Supported | debug_ops
-| [mindspore.ops.operations.HistogramSummary](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HistogramSummary)                 |  Supported |   Supported  | Supported | 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
-| [mindspore.ops.operations.Assign](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign)                               |    Supported | Supported  | Doing | other_ops
-| [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/en/master/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/master/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/master/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/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MakeRefKey)                       |    Supported |   Supported  |   Supported | other_ops
-| [mindspore.ops.operations.InTopK](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InTopK)                       |    Supported |   Doing  |   Doing | other_ops
-| [mindspore.ops.operations.RandomChoiceWithMask](https://www.mindspore.cn/api/en/master/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/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarCast)                       |    Supported |   Supported  |   Supported | inner_ops
+| [mindspore.ops.operations.Flatten](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax)                       |    Supported | Supported  |Doing | nn_ops
+| [mindspore.ops.operations.Softplus](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tanh)                                   |    Supported | Supported  |Doing | nn_ops
+| [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchNorm)                         |    Supported | Doing  |Doing | nn_ops
+| [mindspore.ops.operations.LRN](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LRN)                         |    Supported | Doing  |Doing | nn_ops
+| [mindspore.ops.operations.Conv2D](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyRMSProp)                 |    Supported  | Supported    |   Doing | nn_ops
+| [mindspore.ops.operations.ApplyCenteredRMSProp](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyCenteredRMSProp)                 |    Supported  | Supported    |   Doing | nn_ops
+| [mindspore.ops.operations.SparseApplyAdagrad](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
+| [mindspore.ops.operations.SparseApplyProximalAdagrad](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyProximalAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
+| [mindspore.ops.operations.ApplyProximalAdagrad](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyProximalAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
+| [mindspore.ops.operations.SparseApplyLazyAdam](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyLazyAdam)                  |  Doing  | Doing    |   Supported | nn_ops
+| [mindspore.ops.operations.SparseApplyAdam](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyAdam)                                 |  Doing  | Doing    |   Supported | nn_ops
+| [mindspore.ops.operations.SmoothL1Loss](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LayerNorm)                         |    Supported  | Supported  | Doing | nn_ops
+| [mindspore.ops.operations.L2Normalize](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Gelu)                                   |    Supported  | Supported  | Doing | nn_ops
+| [mindspore.ops.operations.GetNext](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LSTM)                                   |  Doing  | Supported    | Supported | nn_ops
+| [mindspore.ops.operations.BasicLSTMCell](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BasicLSTMCell)                                   |  Doing  | Doing    | Doing | nn_ops
+| [mindspore.ops.operations.SigmoidCrossEntropyWithLogits](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceAll)                         |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.ReduceMax](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchMatMul)                     |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.CumSum](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumSum)                               |  Supported   | Doing| Doing | math_ops
+| [mindspore.ops.operations.AddN](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sub)                                     |    Supported   | Supported | Doing | math_ops   
+| [mindspore.ops.operations.Mul](https://www.mindspore.cn/api/en/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Square)                               |    Supported | Supported  | Doing | math_ops   
+| [mindspore.ops.operations.SquareSumAll](https://www.mindspore.cn/api/en/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rsqrt)                                 |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Sqrt](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sqrt)                                   |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Reciprocal](https://www.mindspore.cn/api/en/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pow)                                     |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Exp](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum)                             |    Supported | Supported  | Doing | math_ops 
+| [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum)                             |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/en/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Div)                                     |    Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.DivNoNan](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DivNoNan)                                     |    Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.FloorDiv](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NotEqual)                           |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Greater](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Greater)                             |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.GreaterEqual](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GreaterEqual)                   |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Less](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Less)                                   |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2)                                   |   Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.LessEqual](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LessEqual)                         |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.LogicalNot](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalNot)                       |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.LogicalAnd](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalAnd)                       |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.LogicalOr](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalOr)                         |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.BitwiseAnd](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseAnd)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.BitwiseOr](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseOr)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Ceil](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Ceil)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Inv](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Inv)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Invert](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Invert)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.BitwiseXor](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseXor)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.NPUAllocFloatStatus](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cos)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Cosh](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cosh)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.ACos](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ACos)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.BesselI0e](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BesselI0e)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.BesselI1e](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BesselI1e)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Asin](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Asin)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Asinh](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Asinh)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Erf](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Sinh](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sinh)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Expm1](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Expm1)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.NMSWithMask](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Round)                                 |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.ApproximateEqual](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApproximateEqual)                                 |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.InplaceAdd](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceAdd)                                 |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.InplaceSub](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceSub)                                 |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.ExpandDims](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmin)                               |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.ArgMaxWithValue](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMaxWithValue)             |  Supported | Supported  | Doing | array_ops
+| [mindspore.ops.operations.ArgMinWithValue](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentSum)       |    Supported | Supported  | Doing | array_ops
+| [mindspore.ops.operations.UnsortedSegmentMin](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentMin)       |    Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.Concat](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Select)                               |    Supported | Supported  | Doing | array_ops
+| [mindspore.ops.operations.StridedSlice](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyFtrl)                           |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.SparseApplyFtrl](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyFtrl)                           |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.ScatterNdUpdate](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatch)                   |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.SpaceToBatchND](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatchND)                   |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.BatchToSpace](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpace)                   |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.BatchToSpaceND](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpaceND)                   |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.IsFinite](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite)                           |  Supported | Supported  | Doing | array_ops
+| [mindspore.ops.operations.InplaceUpdate](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceUpdate)                           |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/en/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllReduce)                         |  Supported |   Supported  | Doing | comm_ops
+| [mindspore.ops.operations.AllGather](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllGather)                         |  Supported |   Supported  | Doing | comm_ops
+| [mindspore.ops.operations.HostAllGather](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HostAllGather)                         |  Doing |   Doing  | Supported | comm_ops
+| [mindspore.ops.operations.ReduceScatter](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceScatter)                 |  Doing |   Supported  | Doing | comm_ops
+| [mindspore.ops.operations.HostReduceScatter](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HostReduceScatter)                 |  Doing |   Doing  | Supported | comm_ops
+| [mindspore.ops.operations.Broadcast](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast)                         |  Supported | Doing  | Doing | comm_ops
+| [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarSummary)                 |  Supported |   Supported  | Supported | debug_ops
+| [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary)                   |  Supported |   Supported  | Supported | debug_ops
+| [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary)                 |  Supported |   Supported  | Supported | debug_ops
+| [mindspore.ops.operations.HistogramSummary](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HistogramSummary)                 |  Supported |   Supported  | Supported | debug_ops
+| [mindspore.ops.operations.InsertGradientOf](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign)                               |    Supported | Supported  | Doing | other_ops
+| [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/en/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MakeRefKey)                       |    Supported |   Supported  |   Supported | other_ops
+| [mindspore.ops.operations.InTopK](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InTopK)                       |    Supported |   Doing  |   Doing | other_ops
+| [mindspore.ops.operations.RandomChoiceWithMask](https://www.mindspore.cn/api/en/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarCast)                       |    Supported |   Supported  |   Supported | inner_ops

docs/source_zh_cn/benchmark.md

@@ -2,7 +2,7 @@
 
 <a href="https://gitee.com/mindspore/docs/blob/r0.5/docs/source_zh_cn/benchmark.md" target="_blank"><img src="./_static/logo_source.png"></a>
 
-本文介绍MindSpore的基准性能。MindSpore预训练模型可参考[Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/model_zoo)。
+本文介绍MindSpore的基准性能。MindSpore预训练模型可参考[Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo)。
 
 ## 训练性能
 

docs/source_zh_cn/conf.py

@@ -20,7 +20,7 @@ copyright = '2020, MindSpore'
 author = 'MindSpore'
 
 # The full version, including alpha/beta/rc tags
-release = 'master'
+release = 'r0.5'
 
 
 # -- General configuration ---------------------------------------------------

docs/source_zh_cn/constraints_on_network_construction.md

@@ -143,8 +143,8 @@
 ## 网络定义约束
 
 ### 整网实例类型
-* 带[@ms_function](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.html#mindspore.ms_function)装饰器的普通Python函数。
-* 继承自[nn.Cell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)的Cell子类。
+* 带[@ms_function](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.html#mindspore.ms_function)装饰器的普通Python函数。
+* 继承自[nn.Cell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)的Cell子类。
 
 ### 网络输入类型
 * 整网的训练数据输入参数只能是Tensor类型。
@@ -157,13 +157,13 @@
 
 | 类别                 | 内容
 | :-----------         |:--------
-| `Cell`实例           |[mindspore/nn/*](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html)、自定义[Cell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)。
+| `Cell`实例           |[mindspore/nn/*](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html)、自定义[Cell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)。
 | `Cell`实例的成员函数 | Cell的construct中可以调用其他类成员函数。
 | 函数                 | 自定义Python函数、前文中列举的系统函数。
 | dataclass实例        | 使用@dataclass装饰的类。
-| Primitive算子        |[mindspore/ops/operations/*](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html)
-| Composite算子        |[mindspore/ops/composite/*](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.composite.html)
-| constexpr生成算子    |使用[@constexpr](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr)生成的值计算算子。
+| Primitive算子        |[mindspore/ops/operations/*](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html)
+| Composite算子        |[mindspore/ops/composite/*](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.composite.html)
+| constexpr生成算子    |使用[@constexpr](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr)生成的值计算算子。
 
 
 ### 其他约束

docs/source_zh_cn/network_list.md

 # 网络支持
 
-<a href="https://gitee.com/mindspore/docs/tree/master/docs/source_zh_cn/network_list.md" target="_blank"><img src="./_static/logo_source.png"></a>
+<a href="https://gitee.com/mindspore/docs/tree/r0.5/docs/source_zh_cn/network_list.md" target="_blank"><img src="./_static/logo_source.png"></a>
 
 |  领域 | 子领域    | 网络                                   | Ascend | GPU | CPU 
 |:------   |:------| :-----------                               |:------   |:------  |:-----
-|计算机视觉（CV） | 图像分类（Image Classification）  | [AlexNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/alexnet/src/alexnet.py)          |  Supported |  Supported | Doing
-| 计算机视觉（CV）  | 图像分类（Image Classification）  | [GoogleNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/googlenet/src/googlenet.py)                                               |  Supported     | Doing | Doing
-| 计算机视觉（CV）  | 图像分类（Image Classification）  | [LeNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/lenet/src/lenet.py)              |  Supported |  Supported | Supported
-| 计算机视觉（CV）  | 图像分类（Image Classification）  | [ResNet-50](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/resnet/src/resnet.py)          |  Supported |  Doing | Doing
-|计算机视觉（CV）  | 图像分类（Image Classification）  | [ResNet-101](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/resnet/src/resnet.py)                                              |  Supported |Doing | Doing
-| 计算机视觉（CV）  | 图像分类（Image Classification）  | [VGG16](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/vgg16/src/vgg.py)                |  Supported |  Doing | Doing
-| 计算机视觉（CV）  | 移动端图像分类（Mobile Image Classification）<br>目标检测（Image Classification）<br>语义分割（Semantic Tegmentation）  | [MobileNetV2](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/mobilenetv2/src/mobilenetV2.py)                                            |  Supported |  Supported | Doing
-| 计算机视觉（CV）  | 移动端图像分类（Mobile Image Classification）<br>目标检测（Image Classification）<br>语义分割（Semantic Tegmentation）  | [MobileNetV3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/mobilenetv3/src/mobilenetV3.py)                                            |  Doing |  Supported | Doing
-|计算机视觉（CV）  | 目标检测（Targets Detection）  | [SSD](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/ssd/src/ssd.py)                   |  Supported |Doing | Doing
-| 计算机视觉（CV）  | 目标检测（Targets Detection）  | [YoloV3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/yolov3/src/yolov3.py)         |  Supported |  Doing | Doing
-| 计算机视觉（CV）  | 目标检测（Targets Detection）  | [FasterRCNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/faster_rcnn/src/FasterRcnn)         |  Supported |  Doing | Doing
-| 计算机视觉（CV） | 语义分割（Semantic Segmentation）  | [Deeplabv3](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/deeplabv3/src/deeplabv3.py)                                       |  Supported |  Doing | Doing
-| 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [BERT](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/bert/src/bert_model.py)                                          |  Supported |  Doing | Doing
-| 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [Transformer](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/Transformer/src/transformer_model.py)                                          |  Supported |  Doing | Doing
-| 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [SentimentNet](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/lstm/src/lstm.py)                                          |  Doing |  Supported | Supported
-| 推荐（Recommender） | 推荐系统、点击率预估（Recommender System, CTR prediction）  | [DeepFM](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/deepfm/src/deepfm.py)                                          |  Supported |  Doing | Doing
-| 推荐（Recommender） | 推荐系统、搜索、排序（Recommender System, Search ranking）  | [Wide&Deep](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/wide_and_deep/src/wide_and_deep.py)                                          |  Supported |  Doing | Doing
+|计算机视觉（CV） | 图像分类（Image Classification）  | [AlexNet](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/alexnet/src/alexnet.py)          |  Supported |  Supported | Doing
+| 计算机视觉（CV）  | 图像分类（Image Classification）  | [GoogleNet](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/googlenet/src/googlenet.py)                                               |  Supported     | Doing | Doing
+| 计算机视觉（CV）  | 图像分类（Image Classification）  | [LeNet](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/lenet/src/lenet.py)              |  Supported |  Supported | Supported
+| 计算机视觉（CV）  | 图像分类（Image Classification）  | [ResNet-50](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/resnet/src/resnet.py)          |  Supported |  Doing | Doing
+|计算机视觉（CV）  | 图像分类（Image Classification）  | [ResNet-101](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/resnet/src/resnet.py)                                              |  Supported |Doing | Doing
+| 计算机视觉（CV）  | 图像分类（Image Classification）  | [VGG16](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/vgg16/src/vgg.py)                |  Supported |  Doing | Doing
+| 计算机视觉（CV）  | 移动端图像分类（Mobile Image Classification）<br>目标检测（Image Classification）<br>语义分割（Semantic Tegmentation）  | [MobileNetV2](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/mobilenetv2/src/mobilenetV2.py)                                            |  Supported |  Supported | Doing
+| 计算机视觉（CV）  | 移动端图像分类（Mobile Image Classification）<br>目标检测（Image Classification）<br>语义分割（Semantic Tegmentation）  | [MobileNetV3](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/mobilenetv3/src/mobilenetV3.py)                                            |  Doing |  Supported | Doing
+|计算机视觉（CV）  | 目标检测（Targets Detection）  | [SSD](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/ssd/src/ssd.py)                   |  Supported |Doing | Doing
+| 计算机视觉（CV）  | 目标检测（Targets Detection）  | [YoloV3](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/yolov3/src/yolov3.py)         |  Supported |  Doing | Doing
+| 计算机视觉（CV）  | 目标检测（Targets Detection）  | [FasterRCNN](https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo/faster_rcnn/src/FasterRcnn)         |  Supported |  Doing | Doing
+| 计算机视觉（CV） | 语义分割（Semantic Segmentation）  | [Deeplabv3](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/deeplabv3/src/deeplabv3.py)                                       |  Supported |  Doing | Doing
+| 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [BERT](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/bert/src/bert_model.py)                                          |  Supported |  Doing | Doing
+| 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [Transformer](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/Transformer/src/transformer_model.py)                                          |  Supported |  Doing | Doing
+| 自然语言处理（NLP） | 自然语言理解（Natural Language Understanding）  | [SentimentNet](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/lstm/src/lstm.py)                                          |  Doing |  Supported | Supported
+| 推荐（Recommender） | 推荐系统、点击率预估（Recommender System, CTR prediction）  | [DeepFM](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/deepfm/src/deepfm.py)                                          |  Supported |  Doing | Doing
+| 推荐（Recommender） | 推荐系统、搜索、排序（Recommender System, Search ranking）  | [Wide&Deep](https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/wide_and_deep/src/wide_and_deep.py)                                          |  Supported |  Doing | Doing

docs/source_zh_cn/operator_list.md

@@ -14,285 +14,285 @@
 
 | 操作名                                       | Ascend | GPU | CPU |算子类别
 | :-----------                               |:------   |:------  |:-----|:---
-| [mindspore.nn.Softmax](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Softmax)                                              |  Supported |  Supported |   Supported |layer/activation
-| [mindspore.nn.LogSoftmax](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LogSoftmax)                                        |  Supported | Supported | Doing |layer/activation
-| [mindspore.nn.ReLU](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU)                                                    |  Supported |  Supported |   Supported |layer/activation
-| [mindspore.nn.ReLU6](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU6)                                                  |Supported  |  Supported | Doing |layer/activation
-| [mindspore.nn.HSwish](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSwish)                                                    |  Doing |  Supported |   Doing |layer/activation
-| [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid)                                                    |  Doing |  Supported |   Doing |layer/activation
-| [mindspore.nn.LeakyReLU](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LeakyReLU)                                          |  Supported |Doing | Doing |layer/activation
-| [mindspore.nn.Tanh](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Tanh)                                                    |  Supported | Supported | Doing |layer/activation
-| [mindspore.nn.GELU](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU)                                                    |  Supported | Supported | Doing |layer/activation
-| [mindspore.nn.Sigmoid](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Sigmoid)                                              |  Supported |Doing | Doing |layer/activation
-| [mindspore.nn.PReLU](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.PReLU)                                                  | Supported |Doing | Doing |layer/activation
-| [mindspore.nn.Dropout](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dropout)                                              |Supported | Supported | Doing |layer/basic
-| [mindspore.nn.Flatten](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Flatten)                                              |Supported |  Supported | Doing |layer/basic
-| [mindspore.nn.Dense](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dense)                                                  |Supported |  Supported | Doing |layer/basic
-| [mindspore.nn.DenseBnAct](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.DenseBnAct)                                                  |Supported |  Supported | Supported |layer/basic
-| [mindspore.nn.ClipByNorm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm)                                        |Doing | Supported | Doing |layer/basic
-| [mindspore.nn.Norm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm)                                                    |Doing | Supported | Doing |layer/basic
-| [mindspore.nn.OneHot](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.OneHot)                                                |  Supported |  Supported | Doing |layer/basic
-| [mindspore.nn.Range](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Range)                                                |  Supported |  Doing | Doing |layer/basic
-| [mindspore.nn.SequentialCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SequentialCell)                                |Doing |  Supported | Doing |layer/container
-| [mindspore.nn.CellList](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.CellList)                                            |  Supported |  Supported | Doing |layer/container
-| [mindspore.nn.Conv2d](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d)                                                |  Supported |  Supported |   Supported |layer/conv
-| [mindspore.nn.Conv2dTranspose](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dTranspose)                              |  Supported |  Supported | Doing |layer/conv
-| [mindspore.nn.Conv2dBnAct](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dBnAct)                              |  Supported |  Supported | Supported |layer/conv
-| [mindspore.nn.Embedding](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Embedding)                                          |Doing |  Supported | Doing |layer/embedding
-| [mindspore.nn.ImageGradients](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ImageGradients)                                | Doing |Doing | Doing |layer/image
-| [mindspore.nn.SSIM](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SSIM)                                                    | Doing |Doing | Doing |layer/image
-| [mindspore.nn.PSNR](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.PSNR)                                                    | Doing |Doing | Doing |layer/image
-| [mindspore.nn.CentralCrop](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.CentralCrop)                                                    | Supported |Doing | Doing |layer/image
-| [mindspore.nn.LSTM](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LSTM)                                                    | Doing | Supported | Supported |layer/lstm
-| [mindspore.nn.GlobalBatchNorm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GlobalBatchNorm)                                      |  Supported |Doing | Doing |layer/normalization
-| [mindspore.nn.BatchNorm1d](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm1d)                                      |  Supported |Doing | Doing |layer/normalization
-| [mindspore.nn.BatchNorm2d](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d)                                      |  Supported |  Supported | Doing |layer/normalization
-| [mindspore.nn.GroupNorm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GroupNorm)                                          |  Supported |  Doing | Doing |layer/normalization
-| [mindspore.nn.LayerNorm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LayerNorm)                                          |  Supported | Supported | Doing |layer/normalization
-| [mindspore.nn.MatrixDiag](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixDiag)                       |  Supported | Doing  | Doing | layer/normalization
-| [mindspore.nn.MatrixDiagPart](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixDiagPart)                       |  Supported | Doing  | Doing | layer/normalization
-| [mindspore.nn.MatrixSetDiag](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixSetDiag)                       |  Supported | Doing  | Doing | layer/normalization
-| [mindspore.nn.LinSpace](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LinSpace)                       |  Supported | Doing  | Doing | layer/normalization
-| [mindspore.nn.MaxPool2d](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MaxPool2d)                                          |  Supported |  Supported |   Supported |layer/pooling
-| [mindspore.nn.AvgPool2d](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.AvgPool2d)                                          |Doing |  Supported | Doing |layer/pooling
-| [mindspore.nn.L1Loss](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.L1Loss)                                                |Doing |Doing | Doing |loss/loss
-| [mindspore.nn.MSELoss](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.MSELoss)                                              |  Supported |Doing | Doing |loss/loss
-| [mindspore.nn.SmoothL1Loss](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SmoothL1Loss)                                    | Supported |Doing | Doing |loss/loss
-| [mindspore.nn.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyWithLogits)  |  Supported |  Supported |   Doing |loss/loss
-| [mindspore.nn.SoftmaxCrossEntropyExpand](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyExpand)          |  Supported |Doing | Doing |loss/loss
-| [mindspore.nn.ProximalAdagrad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ProximalAdagrad)                              |  Supported |Doing | Doing |optim/ProximalAdagrad
-| [mindspore.nn.LazyAdam](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LazyAdam)                                            |  Supported |Doing | Doing |optim/lazyadam
-| [mindspore.nn.Adam](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Adam)                                                    |  Supported |Doing | Doing |optim/adam
-| [mindspore.nn.AdamWeightDecay](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecay)                              |  Supported | Supported | Doing |optim/adam
-| [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR)            |  Supported | Supported | Doing |optim/adam
-| [mindspore.nn.Lamb](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb)                                                    |  Supported | Supported | Doing |optim/lamb
-| [mindspore.nn.LARS](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.LARS)                                                    |Doing |Doing | Doing |optim/lars
-| [mindspore.nn.Momentum](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Momentum)                                            |  Supported |  Supported |   Doing |optim/momentum
-| [mindspore.nn.Optimizer](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Optimizer)                                          |  Supported |  Supported | Doing |optim/optimizer
-| [mindspore.nn.RMSProp](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.RMSProp)                                          |  Supported | Supported | Doing |optim/optimizer
-| [mindspore.nn.SGD](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.SGD)                                                      |Supported |Doing | Doing |optim/sgd
-| [mindspore.nn.WithLossCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithLossCell)                                    |  Supported |  Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.WithGradCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithGradCell)                                    |  Supported | Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.TrainOneStepCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepCell)                            |  Supported |  Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.DataWrapper](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.DataWrapper)                                      |Doing | Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.GetNextSingleOp](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GetNextSingleOp)                              |Doing |  Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.WithEvalCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithEvalCell)                                    |  Supported |  Supported | Doing |wrap/cell_wrapper
-| [mindspore.nn.ParameterUpdate](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ParameterUpdate)                              |  Supported |Doing | Doing |wrap/cell_wrapper
-| [mindspore.nn.DistributedGradReducer](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.DistributedGradReducer)                |  Supported |Doing | Doing |wrap/grad_reducer
-| [mindspore.nn.DynamicLossScaleUpdateCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.DynamicLossScaleUpdateCell)        | Doing |Doing | Doing |wrap/loss_scale
-| [mindspore.nn.FixedLossScaleUpdateCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.FixedLossScaleUpdateCell)            | Doing |Doing | Doing |wrap/loss_scale
-| [mindspore.nn.TrainOneStepWithLossScaleCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepWithLossScaleCell)  | Doing |Doing | Doing |wrap/loss_scale
-| [mindspore.nn.Cell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)                                                    |  Supported |  Supported |   Supported |cell
+| [mindspore.nn.Softmax](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Softmax)                                              |  Supported |  Supported |   Supported |layer/activation
+| [mindspore.nn.LogSoftmax](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LogSoftmax)                                        |  Supported | Supported | Doing |layer/activation
+| [mindspore.nn.ReLU](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU)                                                    |  Supported |  Supported |   Supported |layer/activation
+| [mindspore.nn.ReLU6](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU6)                                                  |Supported  |  Supported | Doing |layer/activation
+| [mindspore.nn.HSwish](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSwish)                                                    |  Doing |  Supported |   Doing |layer/activation
+| [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid)                                                    |  Doing |  Supported |   Doing |layer/activation
+| [mindspore.nn.LeakyReLU](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LeakyReLU)                                          |  Supported |Doing | Doing |layer/activation
+| [mindspore.nn.Tanh](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Tanh)                                                    |  Supported | Supported | Doing |layer/activation
+| [mindspore.nn.GELU](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU)                                                    |  Supported | Supported | Doing |layer/activation
+| [mindspore.nn.Sigmoid](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Sigmoid)                                              |  Supported |Doing | Doing |layer/activation
+| [mindspore.nn.PReLU](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.PReLU)                                                  | Supported |Doing | Doing |layer/activation
+| [mindspore.nn.Dropout](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dropout)                                              |Supported | Supported | Doing |layer/basic
+| [mindspore.nn.Flatten](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Flatten)                                              |Supported |  Supported | Doing |layer/basic
+| [mindspore.nn.Dense](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dense)                                                  |Supported |  Supported | Doing |layer/basic
+| [mindspore.nn.DenseBnAct](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.DenseBnAct)                                                  |Supported |  Supported | Supported |layer/basic
+| [mindspore.nn.ClipByNorm](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm)                                        |Doing | Supported | Doing |layer/basic
+| [mindspore.nn.Norm](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm)                                                    |Doing | Supported | Doing |layer/basic
+| [mindspore.nn.OneHot](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.OneHot)                                                |  Supported |  Supported | Doing |layer/basic
+| [mindspore.nn.Range](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Range)                                                |  Supported |  Doing | Doing |layer/basic
+| [mindspore.nn.SequentialCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SequentialCell)                                |Doing |  Supported | Doing |layer/container
+| [mindspore.nn.CellList](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.CellList)                                            |  Supported |  Supported | Doing |layer/container
+| [mindspore.nn.Conv2d](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d)                                                |  Supported |  Supported |   Supported |layer/conv
+| [mindspore.nn.Conv2dTranspose](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dTranspose)                              |  Supported |  Supported | Doing |layer/conv
+| [mindspore.nn.Conv2dBnAct](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dBnAct)                              |  Supported |  Supported | Supported |layer/conv
+| [mindspore.nn.Embedding](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Embedding)                                          |Doing |  Supported | Doing |layer/embedding
+| [mindspore.nn.ImageGradients](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ImageGradients)                                | Doing |Doing | Doing |layer/image
+| [mindspore.nn.SSIM](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SSIM)                                                    | Doing |Doing | Doing |layer/image
+| [mindspore.nn.PSNR](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.PSNR)                                                    | Doing |Doing | Doing |layer/image
+| [mindspore.nn.CentralCrop](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.CentralCrop)                                                    | Supported |Doing | Doing |layer/image
+| [mindspore.nn.LSTM](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LSTM)                                                    | Doing | Supported | Supported |layer/lstm
+| [mindspore.nn.GlobalBatchNorm](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.GlobalBatchNorm)                                      |  Supported |Doing | Doing |layer/normalization
+| [mindspore.nn.BatchNorm1d](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm1d)                                      |  Supported |Doing | Doing |layer/normalization
+| [mindspore.nn.BatchNorm2d](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d)                                      |  Supported |  Supported | Doing |layer/normalization
+| [mindspore.nn.GroupNorm](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.GroupNorm)                                          |  Supported |  Doing | Doing |layer/normalization
+| [mindspore.nn.LayerNorm](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LayerNorm)                                          |  Supported | Supported | Doing |layer/normalization
+| [mindspore.nn.MatrixDiag](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixDiag)                       |  Supported | Doing  | Doing | layer/normalization
+| [mindspore.nn.MatrixDiagPart](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixDiagPart)                       |  Supported | Doing  | Doing | layer/normalization
+| [mindspore.nn.MatrixSetDiag](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MatrixSetDiag)                       |  Supported | Doing  | Doing | layer/normalization
+| [mindspore.nn.LinSpace](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LinSpace)                       |  Supported | Doing  | Doing | layer/normalization
+| [mindspore.nn.MaxPool2d](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MaxPool2d)                                          |  Supported |  Supported |   Supported |layer/pooling
+| [mindspore.nn.AvgPool2d](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.AvgPool2d)                                          |Doing |  Supported | Doing |layer/pooling
+| [mindspore.nn.L1Loss](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.L1Loss)                                                |Doing |Doing | Doing |loss/loss
+| [mindspore.nn.MSELoss](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.MSELoss)                                              |  Supported |Doing | Doing |loss/loss
+| [mindspore.nn.SmoothL1Loss](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SmoothL1Loss)                                    | Supported |Doing | Doing |loss/loss
+| [mindspore.nn.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyWithLogits)  |  Supported |  Supported |   Doing |loss/loss
+| [mindspore.nn.SoftmaxCrossEntropyExpand](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyExpand)          |  Supported |Doing | Doing |loss/loss
+| [mindspore.nn.ProximalAdagrad](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ProximalAdagrad)                              |  Supported |Doing | Doing |optim/ProximalAdagrad
+| [mindspore.nn.LazyAdam](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LazyAdam)                                            |  Supported |Doing | Doing |optim/lazyadam
+| [mindspore.nn.Adam](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Adam)                                                    |  Supported |Doing | Doing |optim/adam
+| [mindspore.nn.AdamWeightDecay](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecay)                              |  Supported | Supported | Doing |optim/adam
+| [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR)            |  Supported | Supported | Doing |optim/adam
+| [mindspore.nn.Lamb](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb)                                                    |  Supported | Supported | Doing |optim/lamb
+| [mindspore.nn.LARS](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.LARS)                                                    |Doing |Doing | Doing |optim/lars
+| [mindspore.nn.Momentum](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Momentum)                                            |  Supported |  Supported |   Doing |optim/momentum
+| [mindspore.nn.Optimizer](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Optimizer)                                          |  Supported |  Supported | Doing |optim/optimizer
+| [mindspore.nn.RMSProp](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.RMSProp)                                          |  Supported | Supported | Doing |optim/optimizer
+| [mindspore.nn.SGD](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.SGD)                                                      |Supported |Doing | Doing |optim/sgd
+| [mindspore.nn.WithLossCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithLossCell)                                    |  Supported |  Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.WithGradCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithGradCell)                                    |  Supported | Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.TrainOneStepCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepCell)                            |  Supported |  Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.DataWrapper](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.DataWrapper)                                      |Doing | Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.GetNextSingleOp](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.GetNextSingleOp)                              |Doing |  Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.WithEvalCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithEvalCell)                                    |  Supported |  Supported | Doing |wrap/cell_wrapper
+| [mindspore.nn.ParameterUpdate](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.ParameterUpdate)                              |  Supported |Doing | Doing |wrap/cell_wrapper
+| [mindspore.nn.DistributedGradReducer](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.DistributedGradReducer)                |  Supported |Doing | Doing |wrap/grad_reducer
+| [mindspore.nn.DynamicLossScaleUpdateCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.DynamicLossScaleUpdateCell)        | Doing |Doing | Doing |wrap/loss_scale
+| [mindspore.nn.FixedLossScaleUpdateCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.FixedLossScaleUpdateCell)            | Doing |Doing | Doing |wrap/loss_scale
+| [mindspore.nn.TrainOneStepWithLossScaleCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepWithLossScaleCell)  | Doing |Doing | Doing |wrap/loss_scale
+| [mindspore.nn.Cell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)                                                    |  Supported |  Supported |   Supported |cell
 
 ## mindspore.ops.operations
 
 | 操作名                                       | Ascend | GPU | CPU  |算子类别
 | :-----------                                 |:------   |:------  |:-----|:---
-| [mindspore.ops.operations.Flatten](https://www.mindspore.cn/api/zh-CN/master/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/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)                           |  Supported | 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)                                     |  Supported | 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.Unpack](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax)                       |    Supported | Supported  |Doing | nn_ops
-| [mindspore.ops.operations.Softplus](https://www.mindspore.cn/api/zh-CN/master/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/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)                                 |  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
-| [mindspore.ops.operations.Tanh](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tanh)                                   |    Supported | 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.LRN](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LRN)                         |    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) |  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.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)                             |  Supported | 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)     |  Supported | Supported    |Doing | nn_ops
-| [mindspore.ops.operations.BiasAdd](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyRMSProp)                 |    Supported  | Supported    |   Doing | nn_ops
-| [mindspore.ops.operations.ApplyCenteredRMSProp](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyCenteredRMSProp)                 |    Supported  | Supported    |   Doing | nn_ops
-| [mindspore.ops.operations.SparseApplyAdagrad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
-| [mindspore.ops.operations.SparseApplyProximalAdagrad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyProximalAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
-| [mindspore.ops.operations.ApplyProximalAdagrad](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyProximalAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
-| [mindspore.ops.operations.SparseApplyLazyAdam](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyLazyAdam)     |  Doing |  Doing  |  Supported | nn_ops
-| [mindspore.ops.operations.SparseApplyAdam](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyAdam)             |  Doing |  Doing  |  Supported | nn_ops
-| [mindspore.ops.operations.SmoothL1Loss](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LayerNorm)                         |    Supported  | Supported  | Doing | nn_ops
-| [mindspore.ops.operations.L2Normalize](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Gelu)                                   |    Supported  | Supported  | Doing | nn_ops
-| [mindspore.ops.operations.GetNext](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LSTM)                                   |  Doing  | Supported | Supported | nn_ops
-| [mindspore.ops.operations.BasicLSTMCell](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BasicLSTMCell)                                   |  Doing  | Doing | Doing | nn_ops
-| [mindspore.ops.operations.SigmoidCrossEntropyWithLogits](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceAll)                         |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.ReduceMax](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchMatMul)                     |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.CumSum](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumSum)                               |  Supported   | Doing| Doing | math_ops
-| [mindspore.ops.operations.AddN](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sub)                                     |    Supported   | Supported | Doing | math_ops   
-| [mindspore.ops.operations.Mul](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Square)                               |    Supported | Supported  | Doing | math_ops   
-| [mindspore.ops.operations.SquareSumAll](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rsqrt)                                 |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Sqrt](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sqrt)                                   |    Supported | Supported | Doing | math_ops
-| [mindspore.ops.operations.Reciprocal](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pow)                                     |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Exp](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum)                             |    Supported | Supported  | Doing | math_ops 
-| [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum)                             |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Div)                                     |    Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.DivNoNan](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DivNoNan)                                     |    Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.FloorDiv](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NotEqual)                           |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Greater](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Greater)                             |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.GreaterEqual](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GreaterEqual)                   |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Less](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Less)                                   |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2)                                   |    Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.LessEqual](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LessEqual)                         |    Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.LogicalNot](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalNot)                       |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.LogicalAnd](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalAnd)                       |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.LogicalOr](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalOr)                         |  Supported | Supported  | Doing | math_ops
-| [mindspore.ops.operations.BitwiseAnd](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseAnd)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.BitwiseOr](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseOr)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.BitwiseXor](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseXor)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Ceil](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Ceil)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Inv](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Inv)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Invert](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Invert)                       |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.NPUAllocFloatStatus](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cos)                                     |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Cosh](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cosh)                                     |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.ACos](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ACos)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.BesselI0e](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BesselI0e)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.BesselI1e](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BesselI1e)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Asin](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Asin)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Asinh](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Asinh)                                   |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Erf](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin)                                     |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Sinh](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sinh)                                     |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.Expm1](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Expm1)                                     |  Supported | 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)                     |  Supported | 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.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.ApproximateEqual](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApproximateEqual)                                 |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.InplaceAdd](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceAdd)                                 |  Supported | Doing  | Doing | math_ops
-| [mindspore.ops.operations.InplaceSub](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceSub)                                 |  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
-| [mindspore.ops.operations.Cast](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmin)                               |  Supported | 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 | Supported  | 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)                                   |  Supported | 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 | Supported  | Doing | array_ops
-| [mindspore.ops.operations.UnsortedSegmentMin](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentMin)       |    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
-| [mindspore.ops.operations.Select](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Select)                               |    Supported | Supported  | Doing | array_ops
-| [mindspore.ops.operations.StridedSlice](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/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) |  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)                           |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.ApplyFtrl](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyFtrl)                           |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.SparseApplyFtrl](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyFtrl)                           |  Supported | 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)             |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.ScatterUpdate](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatch)                   |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.SpaceToBatchND](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatchND)                   |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.BatchToSpace](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpace)                   |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.BatchToSpaceND](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpaceND)                   |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.IsFinite](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite)                           |  Supported | Supported  | Doing | array_ops
-| [mindspore.ops.operations.InplaceUpdate](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceUpdate)                           |  Supported | Doing  | Doing | array_ops
-| [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllReduce)                         |  Supported |   Supported  | Doing | comm_ops
-| [mindspore.ops.operations.AllGather](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllGather)                         |  Supported |   Supported  | Doing | comm_ops
-| [mindspore.ops.operations.HostAllGather](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HostAllGather)                         |  Doing |   Doing  | Supported | comm_ops
-| [mindspore.ops.operations.ReduceScatter](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceScatter)                 |  Doing |   Supported  | Doing | comm_ops
-| [mindspore.ops.operations.HostReduceScatter](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HostReduceScatter)                 |  Doing |   Doing  | Supported | comm_ops
-| [mindspore.ops.operations.Broadcast](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast)                         |  Supported | Doing  | Doing | comm_ops
-| [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)                 |  Supported |   Supported  | Supported | 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  | Supported | 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  | Supported | 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  | Supported | 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
-| [mindspore.ops.operations.Assign](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign)                               |    Supported | Supported  | Doing | other_ops
-| [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MakeRefKey)                       |    Supported |   Supported  |   Supported | other_ops
-| [mindspore.ops.operations.InTopK](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InTopK)                       |    Supported |   Doing |   Doing | other_ops
-| [mindspore.ops.operations.RandomChoiceWithMask](https://www.mindspore.cn/api/zh-CN/master/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/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarCast)                       |    Supported |   Supported  |   Supported | inner_ops
+| [mindspore.ops.operations.Flatten](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/r0.5/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/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax)                       |    Supported | Supported  |Doing | nn_ops
+| [mindspore.ops.operations.Softplus](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/r0.5/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/zh-CN/r0.5/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/r0.5/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/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tanh)                                   |    Supported | Supported  |Doing | nn_ops
+| [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchNorm)                         |    Supported | Doing  |Doing | nn_ops
+| [mindspore.ops.operations.LRN](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LRN)                         |    Supported | Doing  |Doing | nn_ops
+| [mindspore.ops.operations.Conv2D](https://www.mindspore.cn/api/zh-CN/r0.5/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/r0.5/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/r0.5/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/r0.5/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/r0.5/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/zh-CN/r0.5/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/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyRMSProp)                 |    Supported  | Supported    |   Doing | nn_ops
+| [mindspore.ops.operations.ApplyCenteredRMSProp](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyCenteredRMSProp)                 |    Supported  | Supported    |   Doing | nn_ops
+| [mindspore.ops.operations.SparseApplyAdagrad](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
+| [mindspore.ops.operations.SparseApplyProximalAdagrad](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyProximalAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
+| [mindspore.ops.operations.ApplyProximalAdagrad](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyProximalAdagrad)                 |    Supported  | Doing    |   Doing | nn_ops
+| [mindspore.ops.operations.SparseApplyLazyAdam](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyLazyAdam)     |  Doing |  Doing  |  Supported | nn_ops
+| [mindspore.ops.operations.SparseApplyAdam](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyAdam)             |  Doing |  Doing  |  Supported | nn_ops
+| [mindspore.ops.operations.SmoothL1Loss](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LayerNorm)                         |    Supported  | Supported  | Doing | nn_ops
+| [mindspore.ops.operations.L2Normalize](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Gelu)                                   |    Supported  | Supported  | Doing | nn_ops
+| [mindspore.ops.operations.GetNext](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LSTM)                                   |  Doing  | Supported | Supported | nn_ops
+| [mindspore.ops.operations.BasicLSTMCell](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BasicLSTMCell)                                   |  Doing  | Doing | Doing | nn_ops
+| [mindspore.ops.operations.SigmoidCrossEntropyWithLogits](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceAll)                         |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.ReduceMax](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchMatMul)                     |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.CumSum](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumSum)                               |  Supported   | Doing| Doing | math_ops
+| [mindspore.ops.operations.AddN](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sub)                                     |    Supported   | Supported | Doing | math_ops   
+| [mindspore.ops.operations.Mul](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Square)                               |    Supported | Supported  | Doing | math_ops   
+| [mindspore.ops.operations.SquareSumAll](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rsqrt)                                 |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Sqrt](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sqrt)                                   |    Supported | Supported | Doing | math_ops
+| [mindspore.ops.operations.Reciprocal](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pow)                                     |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Exp](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum)                             |    Supported | Supported  | Doing | math_ops 
+| [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum)                             |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Div)                                     |    Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.DivNoNan](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DivNoNan)                                     |    Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.FloorDiv](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NotEqual)                           |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Greater](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Greater)                             |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.GreaterEqual](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GreaterEqual)                   |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Less](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Less)                                   |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2)                                   |    Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.LessEqual](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LessEqual)                         |    Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.LogicalNot](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalNot)                       |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.LogicalAnd](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalAnd)                       |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.LogicalOr](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalOr)                         |  Supported | Supported  | Doing | math_ops
+| [mindspore.ops.operations.BitwiseAnd](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseAnd)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.BitwiseOr](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseOr)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.BitwiseXor](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BitwiseXor)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Ceil](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Ceil)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Inv](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Inv)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Invert](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Invert)                       |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.NPUAllocFloatStatus](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cos)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Cosh](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cosh)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.ACos](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ACos)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.BesselI0e](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BesselI0e)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.BesselI1e](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BesselI1e)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Asin](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Asin)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Asinh](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Asinh)                                   |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Erf](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Sinh](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sinh)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.Expm1](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Expm1)                                     |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.NMSWithMask](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Round)                                 |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.ApproximateEqual](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApproximateEqual)                                 |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.InplaceAdd](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceAdd)                                 |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.InplaceSub](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceSub)                                 |  Supported | Doing  | Doing | math_ops
+| [mindspore.ops.operations.ExpandDims](https://www.mindspore.cn/api/zh-CN/r0.5/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/r0.5/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/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmin)                               |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.ArgMaxWithValue](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMaxWithValue)             |  Supported | Supported  | Doing | array_ops
+| [mindspore.ops.operations.ArgMinWithValue](https://www.mindspore.cn/api/zh-CN/r0.5/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/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentSum)       |    Supported | Supported  | Doing | array_ops
+| [mindspore.ops.operations.UnsortedSegmentMin](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentMin)       |    Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.Concat](https://www.mindspore.cn/api/zh-CN/r0.5/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/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Select)                               |    Supported | Supported  | Doing | array_ops
+| [mindspore.ops.operations.StridedSlice](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/r0.5/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/r0.5/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/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyFtrl)                           |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.SparseApplyFtrl](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseApplyFtrl)                           |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.ScatterNdUpdate](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatch)                   |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.SpaceToBatchND](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatchND)                   |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.BatchToSpace](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpace)                   |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.BatchToSpaceND](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpaceND)                   |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.IsFinite](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite)                           |  Supported | Supported  | Doing | array_ops
+| [mindspore.ops.operations.InplaceUpdate](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InplaceUpdate)                           |  Supported | Doing  | Doing | array_ops
+| [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllReduce)                         |  Supported |   Supported  | Doing | comm_ops
+| [mindspore.ops.operations.AllGather](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllGather)                         |  Supported |   Supported  | Doing | comm_ops
+| [mindspore.ops.operations.HostAllGather](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HostAllGather)                         |  Doing |   Doing  | Supported | comm_ops
+| [mindspore.ops.operations.ReduceScatter](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceScatter)                 |  Doing |   Supported  | Doing | comm_ops
+| [mindspore.ops.operations.HostReduceScatter](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HostReduceScatter)                 |  Doing |   Doing  | Supported | comm_ops
+| [mindspore.ops.operations.Broadcast](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast)                         |  Supported | Doing  | Doing | comm_ops
+| [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/zh-CN/r0.5/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/r0.5/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/r0.5/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/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarSummary)                 |  Supported |   Supported  | Supported | debug_ops
+| [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary)                   |  Supported |   Supported  | Supported | debug_ops
+| [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary)                 |  Supported |   Supported  | Supported | debug_ops
+| [mindspore.ops.operations.HistogramSummary](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HistogramSummary)                 |  Supported |   Supported  | Supported | debug_ops
+| [mindspore.ops.operations.InsertGradientOf](https://www.mindspore.cn/api/zh-CN/r0.5/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/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign)                               |    Supported | Supported  | Doing | other_ops
+| [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MakeRefKey)                       |    Supported |   Supported  |   Supported | other_ops
+| [mindspore.ops.operations.InTopK](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InTopK)                       |    Supported |   Doing |   Doing | other_ops
+| [mindspore.ops.operations.RandomChoiceWithMask](https://www.mindspore.cn/api/zh-CN/r0.5/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/zh-CN/r0.5/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarCast)                       |    Supported |   Supported  |   Supported | inner_ops

install/mindspore_cpu_install.md

@@ -21,7 +21,7 @@
 
 | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
 | ---- | :--- | :--- | :--- |
-| MindSpore master | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
+| MindSpore 0.5.0-beta | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
 
 - GCC 7.3.0可以直接通过apt命令安装。
 - 在联网状态下，安装whl包时会自动下载`requirements.txt`中的依赖项，其余情况需自行安装。
@@ -97,7 +97,7 @@
 
 | 版本号                 | 操作系统            | 可执行文件安装依赖                                           | 源码编译安装依赖         |
 | ---------------------- | :------------------ | :----------------------------------------------------------- | :----------------------- |
-| MindArmour master | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master<br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py) | 与可执行文件安装依赖相同 |
+| MindArmour 0.5.0-beta | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py) | 与可执行文件安装依赖相同 |
 
 - 在联网状态下，安装whl包时会自动下载`setup.py`中的依赖项，其余情况需自行安装。
 

install/mindspore_cpu_install_en.md

@@ -21,7 +21,7 @@ This document describes how to quickly install MindSpore on a Ubuntu system with
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindSpore master | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> same as the executable file installation dependencies. |
+| MindSpore 0.5.0-beta | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> same as the executable file installation dependencies. |
 
 - GCC 7.3.0 can be installed by using apt command.
 - When the network is connected, dependency items in the `requirements.txt` file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
@@ -97,7 +97,7 @@ If you need to conduct AI model security research or enhance the security of the
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindArmour master | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py). | Same as the executable file installation dependencies. |
+| MindArmour 0.5.0-beta | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py). | Same as the executable file installation dependencies. |
 
 - When the network is connected, dependency items in the `setup.py` file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
 

install/mindspore_cpu_win_install.md

@@ -4,7 +4,7 @@
 
 <!-- TOC -->
 
-- [Windows系统安装MindSpore](#windows系统安装mindspore)
+- [安装MindSpore](#安装mindspore)
     - [环境要求](#环境要求)
         - [系统要求和软件依赖](#系统要求和软件依赖)
         - [Conda安装（可选）](#conda安装可选)
@@ -20,7 +20,7 @@
 
 | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
 | ---- | :--- | :--- | :--- |
-| MindSpore master | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
+| MindSpore 0.5.0-beta | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
 
 - 在联网状态下，安装whl包时会自动下载`requirements.txt`中的依赖项，其余情况需自行安装。
 

install/mindspore_cpu_win_install_en.md

@@ -4,7 +4,7 @@ This document describes how to quickly install MindSpore on a Windows system wit
 
 <!-- TOC -->
 
-- [MindSpore Installation Guide on Windows](#mindspore-installation-guide-on-windows)
+- [MindSpore Installation Guide](#mindspore-installation-guide)
     - [Environment Requirements](#environment-requirements)
         - [System Requirements and Software Dependencies](#system-requirements-and-software-dependencies)
         - [(Optional) Installing Conda](#optional-installing-conda)
@@ -20,7 +20,7 @@ This document describes how to quickly install MindSpore on a Windows system wit
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindSpore master | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
+| MindSpore 0.5.0-beta | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
 
 - When the network is connected, dependency items in the `requirements.txt` file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
 

install/mindspore_d_install.md

@@ -33,7 +33,7 @@
 
 | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
 | ---- | :--- | :--- | :--- |
-| MindSpore master | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI处理器配套软件包（对应版本Atlas Data Center Solution V100R020C00T100） <br> - [gmp](https://gmplib.org/download/gmp/) 6.1.2 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI处理器配套软件包（对应版本Atlas Data Center Solution V100R020C00T100） <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [gmp](https://gmplib.org/download/gmp/) 6.1.2 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
+| MindSpore 0.5.0-beta | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI处理器配套软件包（对应版本Atlas Data Center Solution V100R020C00T100） <br> - [gmp](https://gmplib.org/download/gmp/) 6.1.2 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI处理器配套软件包（对应版本Atlas Data Center Solution V100R020C00T100） <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [gmp](https://gmplib.org/download/gmp/) 6.1.2 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
 
 - 确认当前用户有权限访问Ascend 910 AI处理器配套软件包（对应版本Atlas Data Center Solution V100R020C00T100）的安装路径`/usr/local/Ascend`，若无权限，需要root用户将当前用户添加到`/usr/local/Ascend`所在的用户组，具体配置请详见配套软件包的说明文档。
 - GCC 7.3.0可以直接通过apt命令安装。
@@ -160,7 +160,7 @@
 
 | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
 | ---- | :--- | :--- | :--- |
-| MindInsight master | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
+| MindInsight 0.5.0-beta | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
 
 - 在联网状态下，安装whl包时会自动下载`requirements.txt`中的依赖项，其余情况需自行安装。
 
@@ -225,7 +225,7 @@
 
 | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
 | ---- | :--- | :--- | :--- |
-| MindArmour master | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py) | 与可执行文件安装依赖相同 |
+| MindArmour 0.5.0-beta | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py) | 与可执行文件安装依赖相同 |
 
 - 在联网状态下，安装whl包时会自动下载`setup.py`中的依赖项，其余情况需自行安装。
 

install/mindspore_d_install_en.md

@@ -32,7 +32,7 @@ This document describes how to quickly install MindSpore on an Ascend AI process
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindSpore master | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI processor software package(Version:Atlas Data Center Solution V100R020C00T100) <br> - [gmp](https://gmplib.org/download/gmp/) 6.1.2 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI processor software package(Version:Atlas Data Center Solution V100R020C00T100) <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [gmp](https://gmplib.org/download/gmp/) 6.1.2 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
+| MindSpore 0.5.0-beta | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI processor software package(Version:Atlas Data Center Solution V100R020C00T100) <br> - [gmp](https://gmplib.org/download/gmp/) 6.1.2 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI processor software package(Version:Atlas Data Center Solution V100R020C00T100) <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [gmp](https://gmplib.org/download/gmp/) 6.1.2 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
 
 - Confirm that the current user has the right to access the installation path `/usr/local/Ascend `of Ascend 910 AI processor software package(Version:Atlas Data Center Solution V100R020C00T100). If not, the root user needs to add the current user to the user group where `/usr/local/Ascend` is located. For the specific configuration, please refer to the software package instruction document.
 - GCC 7.3.0 can be installed by using apt command.
@@ -159,7 +159,7 @@ If you need to analyze information such as model scalars, graphs, and model trac
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindInsight master | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
+| MindInsight 0.5.0-beta | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
 
 - When the network is connected, dependency items in the `requirements.txt` file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
 
@@ -226,7 +226,7 @@ If you need to conduct AI model security research or enhance the security of the
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindArmour master | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py). | Same as the executable file installation dependencies. |
+| MindArmour 0.5.0-beta | - Ubuntu 18.04 aarch64 <br> - Ubuntu 18.04 x86_64 <br> - EulerOS 2.8 aarch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py). | Same as the executable file installation dependencies. |
 
 - When the network is connected, dependency items in the `setup.py` file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
 

install/mindspore_gpu_install.md

@@ -28,7 +28,7 @@
 
 | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
 | ---- | :--- | :--- | :--- |
-| MindSpore master | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> - [OpenMPI](https://www.open-mpi.org/faq/?category=building#easy-build) 3.1.5 （可选，单机多卡/多机多卡训练需要） <br> - [NCCL](https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html#debian) 2.4.8-1 （可选，单机多卡/多机多卡训练需要） <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69 <br> - [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30 <br> - [Automake](https://www.gnu.org/software/automake) >= 1.15.1 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
+| MindSpore 0.5.0-beta | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> - [OpenMPI](https://www.open-mpi.org/faq/?category=building#easy-build) 3.1.5 （可选，单机多卡/多机多卡训练需要） <br> - [NCCL](https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html#debian) 2.4.8-1 （可选，单机多卡/多机多卡训练需要） <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69 <br> - [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30 <br> - [Automake](https://www.gnu.org/software/automake) >= 1.15.1 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
 
 - 在联网状态下，安装whl包时会自动下载`requirements.txt`中的依赖项，其余情况需自行安装。
 - 为了方便用户使用，MindSpore降低了对Autoconf、Libtool、Automake版本的依赖，可以使用系统自带版本。
@@ -123,7 +123,7 @@
 
 | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
 | ---- | :--- | :--- | :--- |
-| MindInsight master | - Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
+| MindInsight 0.5.0-beta | - Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.5/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
 
 - 在联网状态下，安装whl包时会自动下载`requirements.txt`中的依赖项，其余情况需自行安装。
 
@@ -188,7 +188,7 @@
 
 | 版本号                 | 操作系统            | 可执行文件安装依赖                                           | 源码编译安装依赖         |
 | ---------------------- | :------------------ | :----------------------------------------------------------- | :----------------------- |
-| MindArmour master | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py) | 与可执行文件安装依赖相同 |
+| MindArmour 0.5.0-beta | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py) | 与可执行文件安装依赖相同 |
 
 - 在联网状态下，安装whl包时会自动下载`setup.py`中的依赖项，其余情况需自行安装。
 

install/mindspore_gpu_install_en.md

@@ -28,7 +28,7 @@ This document describes how to quickly install MindSpore on a NVIDIA GPU environ
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindSpore master | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> - [OpenMPI](https://www.open-mpi.org/faq/?category=building#easy-build) 3.1.5 (optional, required for single-node/multi-GPU and multi-node/multi-GPU training) <br> - [NCCL](https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html#debian) 2.4.8-1 (optional, required for single-node/multi-GPU and multi-node/multi-GPU training) <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69 <br> - [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30 <br> - [Automake](https://www.gnu.org/software/automake) >= 1.15.1 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
+| MindSpore 0.5.0-beta | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> - [OpenMPI](https://www.open-mpi.org/faq/?category=building#easy-build) 3.1.5 (optional, required for single-node/multi-GPU and multi-node/multi-GPU training) <br> - [NCCL](https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html#debian) 2.4.8-1 (optional, required for single-node/multi-GPU and multi-node/multi-GPU training) <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69 <br> - [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30 <br> - [Automake](https://www.gnu.org/software/automake) >= 1.15.1 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
 
 - When the network is connected, dependency items in the `requirements.txt` file are automatically downloaded during `.whl` package installation. In other cases, you need to manually install dependency items.
 - MindSpore reduces dependency on Autoconf, Libtool, Automake versions for the convenience of users, default versions of these tools built in their systems are now supported.
@@ -123,7 +123,7 @@ If you need to analyze information such as model scalars, graphs, and model trac
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindInsight master | - Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
+| MindInsight 0.5.0-beta | - Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.5/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
 
 - When the network is connected, dependency items in the `requirements.txt` file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
 
@@ -190,7 +190,7 @@ If you need to conduct AI model security research or enhance the security of the
 
 | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
 | ---- | :--- | :--- | :--- |
-| MindArmour master | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py). | Same as the executable file installation dependencies. |
+| MindArmour 0.5.0-beta | Ubuntu 18.04 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.5.0-beta <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.5/setup.py). | Same as the executable file installation dependencies. |
 
 - When the network is connected, dependency items in the `setup.py` file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
 

resource/faq/FAQ_en.md

@@ -74,7 +74,7 @@ A: MindSpore has basic support for common training scenarios, please refer to [R
 
 Q: What are the available recommendation or text generation networks or models provided by MindSpore?
 
-A: Currently, recommendation models such as Wide & Deep, DeepFM, and NCF are under development. In the natural language processing (NLP) field, Bert\_NEZHA is available and models such as MASS are under development. You can rebuild the network into a text generation network based on the scenario requirements. Please stay tuned for updates on the [MindSpore Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/model_zoo).
+A: Currently, recommendation models such as Wide & Deep, DeepFM, and NCF are under development. In the natural language processing (NLP) field, Bert\_NEZHA is available and models such as MASS are under development. You can rebuild the network into a text generation network based on the scenario requirements. Please stay tuned for updates on the [MindSpore Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo).
 
 ### Backend Support
 
@@ -92,13 +92,13 @@ A: MindSpore provides pluggable device management interface so that developer co
 
 Q: What hardware does MindSpore require?
 
-A: Currently, you can try out MindSpore through Docker images on laptops or in environments with GPUs. Some models in MindSpore Model Zoo support GPU-based training and inference, and other models are being improved. For distributed parallel training, MindSpore supports multi-GPU training. You can obtain the latest information from [RoadMap](https://www.mindspore.cn/docs/en/master/roadmap.html) and project [Release Notes](https://gitee.com/mindspore/mindspore/blob/r0.5/RELEASE.md).
+A: Currently, you can try out MindSpore through Docker images on laptops or in environments with GPUs. Some models in MindSpore Model Zoo support GPU-based training and inference, and other models are being improved. For distributed parallel training, MindSpore supports multi-GPU training. You can obtain the latest information from [RoadMap](https://www.mindspore.cn/docs/en/r0.5/roadmap.html) and project [Release Notes](https://gitee.com/mindspore/mindspore/blob/r0.5/RELEASE.md).
 
 ### System Support
 
 Q: Does MindSpore support Windows 10?
 
-A: The MindSpore CPU version can be installed on Windows 10. For details about the installation procedure, see tutorials on the [MindSpore official website](https://www.mindspore.cn/tutorial/en/master/advanced_use/mindspore_cpu_win_install.html).
+A: The MindSpore CPU version can be installed on Windows 10. For details about the installation procedure, see tutorials on the [MindSpore official website](https://www.mindspore.cn/tutorial/en/r0.5/advanced_use/mindspore_cpu_win_install.html).
 
 ### Programming Language
 
@@ -122,7 +122,7 @@ A: The MindSpore framework does not support FCA. For semantic models, you can ca
 
 Q: Where can I view the sample code or tutorial of MindSpore training and inference?
 
-A: Please visit the [MindSpore official website](https://www.mindspore.cn/tutorial/en/master/index.html).
+A: Please visit the [MindSpore official website](https://www.mindspore.cn/tutorial/en/r0.5/index.html).
 
 ## Features
 
@@ -140,7 +140,7 @@ A: Automatic parallelism on CPUs and GPUs are being improved. You are advised to
 
 Q: What is the relationship between MindSpore and ModelArts? Can MindSpore be used on ModelArts?
 
-A: ModelArts is an online training and inference platform on HUAWEI CLOUD. MindSpore is a Huawei deep learning framework. You can view the tutorials on the [MindSpore official website](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/use_on_the_cloud.html) to learn how to train MindSpore models on ModelArts.
+A: ModelArts is an online training and inference platform on HUAWEI CLOUD. MindSpore is a Huawei deep learning framework. You can view the tutorials on the [MindSpore official website](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/use_on_the_cloud.html) to learn how to train MindSpore models on ModelArts.
 
 ## Capabilities
 
@@ -152,7 +152,7 @@ A: The TensorFlow's object detection pipeline API belongs to the TensorFlow's Mo
 
 Q: How do I migrate scripts or models of other frameworks to MindSpore?
 
-A: For details about script or model migration, please visit the [MindSpore official website](https://www.mindspore.cn/tutorial/en/master/advanced_use/network_migration.html).
+A: For details about script or model migration, please visit the [MindSpore official website](https://www.mindspore.cn/tutorial/en/r0.5/advanced_use/network_migration.html).
 
 <br/>
 

resource/faq/FAQ_zh_cn.md

@@ -73,7 +73,7 @@ A：MindSpore针对典型场景均有模型训练支持，支持情况详见[Rel
 
 Q：MindSpore有哪些现成的推荐类或生成类网络或模型可用？
 
-A：目前正在开发Wide & Deep、DeepFM、NCF等推荐类模型，NLP领域已经支持Bert_NEZHA，正在开发MASS等模型，用户可根据场景需要改造为生成类网络，可以关注[MindSpore Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/model_zoo)。
+A：目前正在开发Wide & Deep、DeepFM、NCF等推荐类模型，NLP领域已经支持Bert_NEZHA，正在开发MASS等模型，用户可根据场景需要改造为生成类网络，可以关注[MindSpore Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo)。
 
 ### 后端支持
 
@@ -91,13 +91,13 @@ A：MindSpore提供了可插拔式的设备管理接口，其他计算单元（
 
 Q：MindSpore需要什么硬件支持？
 
-A：目前笔记本电脑或者有GPU的环境，都可以通过Docker镜像来试用。当前MindSpore Model Zoo中有部分模型已经支持GPU的训练和推理，其他模型也在不断地进行完善。在分布式并行训练方面，MindSpore当前支持GPU多卡训练。你可以通过[RoadMap](https://www.mindspore.cn/docs/zh-CN/master/roadmap.html)和项目[Release note](https://gitee.com/mindspore/mindspore/blob/r0.5/RELEASE.md)获取最新信息。
+A：目前笔记本电脑或者有GPU的环境，都可以通过Docker镜像来试用。当前MindSpore Model Zoo中有部分模型已经支持GPU的训练和推理，其他模型也在不断地进行完善。在分布式并行训练方面，MindSpore当前支持GPU多卡训练。你可以通过[RoadMap](https://www.mindspore.cn/docs/zh-CN/r0.5/roadmap.html)和项目[Release note](https://gitee.com/mindspore/mindspore/blob/r0.5/RELEASE.md)获取最新信息。
 
 ### 系统支持
 
 Q：MindSpore是否支持Windows 10？
 
-A：MindSpore CPU版本已经支持在Windows 10系统中安装，具体安装步骤可以查阅[MindSpore官网教程](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/mindspore_cpu_win_install.html)。
+A：MindSpore CPU版本已经支持在Windows 10系统中安装，具体安装步骤可以查阅[MindSpore官网教程](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/mindspore_cpu_win_install.html)。
 
 ### 编程语言扩展
 
@@ -121,7 +121,7 @@ A：MindSpore框架本身并不需要支持FCA。对于语义类模型，用户
 
 Q：从哪里可以查看MindSpore训练及推理的样例代码或者教程？
 
-A：可以访问[MindSpore官网教程](https://www.mindspore.cn/tutorial/zh-CN/master/index.html)。
+A：可以访问[MindSpore官网教程](https://www.mindspore.cn/tutorial/zh-CN/r0.5/index.html)。
 
 ## 特性
 
@@ -139,7 +139,7 @@ A：自动并行特性对CPU GPU的支持还在完善中。推荐用户在Ascend
 
 Q：MindSpore与ModelArts是什么关系，在ModelArts中能使用MindSpore吗？
 
-A：ModelArts是华为公有云线上训练及推理平台，MindSpore是华为深度学习框架，可以查阅[MindSpore官网教程](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/use_on_the_cloud.html)，教程中详细展示了用户如何使用ModelArts来做MindSpore的模型训练。
+A：ModelArts是华为公有云线上训练及推理平台，MindSpore是华为深度学习框架，可以查阅[MindSpore官网教程](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/use_on_the_cloud.html)，教程中详细展示了用户如何使用ModelArts来做MindSpore的模型训练。
 
 ## 能力
 
@@ -151,7 +151,7 @@ A：TensorFlow的对象检测Pipeline接口属于TensorFlow Model模块。待Min
 
 Q：其他框架的脚本或者模型怎么迁移到MindSpore？
 
-A：关于脚本或者模型迁移，可以查询MindSpore官网中关于[网络迁移](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/network_migration.html)的介绍。
+A：关于脚本或者模型迁移，可以查询MindSpore官网中关于[网络迁移](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/network_migration.html)的介绍。
 
 <br/>
 

tutorials/source_en/advanced_use/checkpoint_for_hybrid_parallel.md

@@ -313,7 +313,7 @@ User process:
 
 3. Execute stage 2 training: There are two devices in stage 2 training environment. The weight shape of the MatMul operator on each device is \[4, 8]. Load the initialized model parameter data from the integrated checkpoint file and then perform training.
 
-> For details about the distributed environment configuration and training code, see [Distributed Training](https://www.mindspore.cn/tutorial/en/master/advanced_use/distributed_training.html).
+> For details about the distributed environment configuration and training code, see [Distributed Training](https://www.mindspore.cn/tutorial/en/r0.5/advanced_use/distributed_training.html).
 >
 > This document provides the example code for integrating checkpoint files and loading checkpoint files before distributed training. The code is for reference only.
 

tutorials/source_en/advanced_use/differential_privacy.md

-# <u>Differential</u> Privacy in Machine Learning
+# Differential Privacy in Machine Learning
 
 <!-- TOC -->
 
@@ -43,7 +43,7 @@ MindArmour differential privacy module Differential-Privacy implements the diffe
 
 The LeNet model and MNIST dataset are used as an example to describe how to use the differential privacy optimizer to train a neural network model on MindSpore.
 
-> This example is for the Ascend 910 AI processor and supports PYNATIVE_MODE. You can download the complete sample code from <https://gitee.com/mindspore/mindarmour/blob/master/example/mnist_demo/lenet5_dp_model_train.py>.
+> This example is for the Ascend 910 AI processor and supports PYNATIVE_MODE. You can download the complete sample code from <https://gitee.com/mindspore/mindarmour/blob/r0.5/example/mnist_demo/lenet5_dp_model_train.py>.
 
 ## Implementation
 

tutorials/source_en/advanced_use/model_security.md

@@ -29,7 +29,7 @@ At the beginning of AI algorithm design, related security threats are sometimes
 
 This section describes how to use MindArmour in adversarial attack and defense by taking the Fast Gradient Sign Method (FGSM) attack algorithm and Natural Adversarial Defense (NAD) algorithm as examples.
 
-> The current sample is for CPU, GPU and Ascend 910 AI processor. You can find the complete executable sample code at：<https://gitee.com/mindspore/docs/tree/master/tutorials/tutorial_code/model_safety>
+> The current sample is for CPU, GPU and Ascend 910 AI processor. You can find the complete executable sample code at：<https://gitee.com/mindspore/docs/tree/r0.5/tutorials/tutorial_code/model_safety>
 > - `mnist_attack_fgsm.py`: contains attack code.
 > - `mnist_defense_nad.py`: contains defense code.
 

tutorials/source_en/advanced_use/network_migration.md

@@ -17,7 +17,7 @@
 
 <!-- /TOC -->
 
-<a href="https://gitee.com/mindspore/docs/tree/master/tutorials/source_en/advanced_use/network_migration.md" target="_blank"><img src="../_static/logo_source.png"></a>
+<a href="https://gitee.com/mindspore/docs/tree/r0.5/tutorials/source_en/advanced_use/network_migration.md" target="_blank"><img src="../_static/logo_source.png"></a>
 
 ## Overview
 
@@ -29,9 +29,9 @@ Before you start working on your scripts, prepare your operator assessment and h
 
 ### Operator Assessment
 
-Analyze the operators contained in the network to be migrated and figure out how does MindSpore support these operators based on the [Operator List](https://www.mindspore.cn/docs/en/master/operator_list.html).
+Analyze the operators contained in the network to be migrated and figure out how does MindSpore support these operators based on the [Operator List](https://www.mindspore.cn/docs/en/r0.5/operator_list.html).
 
-Take ResNet-50 as an example. The two major operators [Conv](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d) and [BatchNorm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d) exist in the MindSpore Operator List.
+Take ResNet-50 as an example. The two major operators [Conv](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d) and [BatchNorm](https://www.mindspore.cn/api/en/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d) exist in the MindSpore Operator List.
 
 If any operator does not exist, you are advised to perform the following operations:
 
@@ -57,17 +57,17 @@ Prepare the hardware environment, find a platform corresponding to your environm
 
 MindSpore differs from TensorFlow and PyTorch in the network structure. Before migration, you need to clearly understand the original script and information of each layer, such as shape.
 
-> You can also use [MindConverter Tool](https://gitee.com/mindspore/mindinsight/tree/master/mindinsight/mindconverter) to automatically convert the PyTorch network definition script to MindSpore network definition script.
+> You can also use [MindConverter Tool](https://gitee.com/mindspore/mindinsight/tree/r0.5/mindinsight/mindconverter) to automatically convert the PyTorch network definition script to MindSpore network definition script.
 
 The ResNet-50 network migration and training on the Ascend 910 is used as an example.
 
 1. Import MindSpore modules.
 
-   Import the corresponding MindSpore modules based on the required APIs. For details about the module list, see <https://www.mindspore.cn/api/en/master/index.html>.
+   Import the corresponding MindSpore modules based on the required APIs. For details about the module list, see <https://www.mindspore.cn/api/en/r0.5/index.html>.
 
 2. Load and preprocess a dataset.
 
-   Use MindSpore to build the required dataset. Currently, MindSpore supports common datasets. You can call APIs in the original format, `MindRecord`, and `TFRecord`. In addition, MindSpore supports data processing and data augmentation. For details, see the [Data Preparation](https://www.mindspore.cn/tutorial/en/master/use/data_preparation/data_preparation.html).
+   Use MindSpore to build the required dataset. Currently, MindSpore supports common datasets. You can call APIs in the original format, `MindRecord`, and `TFRecord`. In addition, MindSpore supports data processing and data augmentation. For details, see the [Data Preparation](https://www.mindspore.cn/tutorial/en/r0.5/use/data_preparation/data_preparation.html).
 
    In this example, the CIFAR-10 dataset is loaded, which supports both single-GPU and multi-GPU scenarios.
 
@@ -235,7 +235,7 @@ The ResNet-50 network migration and training on the Ascend 910 is used as an exa
    loss_scale = FixedLossScaleManager(config.loss_scale, drop_overflow_update=False)
    ```
 
-   You can use a built-in assessment method of `Model` by setting the [metrics](https://www.mindspore.cn/tutorial/en/master/advanced_use/customized_debugging_information.html#mindspore-metrics) attribute.
+   You can use a built-in assessment method of `Model` by setting the [metrics](https://www.mindspore.cn/tutorial/en/r0.5/advanced_use/customized_debugging_information.html#mindspore-metrics) attribute.
 
    ```python
    model = Model(net, loss_fn=loss, optimizer=opt, loss_scale_manager=loss_scale, metrics={'acc'})
@@ -264,15 +264,15 @@ The accuracy optimization process is as follows:
 
 #### On-Cloud Integration
 
-Run your scripts on ModelArts. For details, see [Using MindSpore on Cloud](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/use_on_the_cloud.html).
+Run your scripts on ModelArts. For details, see [Using MindSpore on Cloud](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/use_on_the_cloud.html).
 
 ### Inference Phase
 
-Models trained on the Ascend 910 AI processor can be used for inference on different hardware platforms. Refer to the [Multi-platform Inference Tutorial](https://www.mindspore.cn/tutorial/en/master/use/multi_platform_inference.html) for detailed steps.
+Models trained on the Ascend 910 AI processor can be used for inference on different hardware platforms. Refer to the [Multi-platform Inference Tutorial](https://www.mindspore.cn/tutorial/en/r0.5/use/multi_platform_inference.html) for detailed steps.
 
 ## Examples
 
-1. [Common dataset examples](https://www.mindspore.cn/tutorial/en/master/use/data_preparation/loading_the_datasets.html)
+1. [Common dataset examples](https://www.mindspore.cn/tutorial/en/r0.5/use/data_preparation/loading_the_datasets.html)
 
-2. [Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/model_zoo)
+2. [Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo)
 

tutorials/source_en/advanced_use/nlp_application.md

@@ -85,7 +85,7 @@ Currently, MindSpore GPU and CPU supports SentimentNet network based on the long
     Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used for processing and predicting an important event with a long interval and delay in a time sequence. For details, refer to online documentation.
 3. After the model is obtained, use the validation dataset to check the accuracy of model.
 
-> The current sample is for the Ascend 910 AI processor. You can find the complete executable sample code at：<https://gitee.com/mindspore/docs/tree/master/tutorials/tutorial_code/lstm>
+> The current sample is for the Ascend 910 AI processor. You can find the complete executable sample code at：<https://gitee.com/mindspore/docs/tree/r0.5/tutorials/tutorial_code/lstm>
 > - `main.py`: code file, including code for data preprocessing, network definition, and model training.
 > - `config.py`: some configurations on the network, including the `batch size` and number of training epochs.
 

tutorials/source_en/advanced_use/performance_profiling.md

@@ -64,7 +64,7 @@ def test_profiler():
 
 ## Launch MindInsight
 
-The MindInsight launch command can refer to [MindInsight Commands](https://www.mindspore.cn/tutorial/en/master/advanced_use/mindinsight_commands.html).
+The MindInsight launch command can refer to [MindInsight Commands](https://www.mindspore.cn/tutorial/en/r0.5/advanced_use/mindinsight_commands.html).
 
 
 ### Performance Analysis

tutorials/source_en/conf.py

@@ -21,7 +21,7 @@ copyright = '2020, MindSpore'
 author = 'MindSpore'
 
 # The full version, including alpha/beta/rc tags
-release = 'master'
+release = 'r0.5'
 
 
 # -- General configuration ---------------------------------------------------

tutorials/source_en/quick_start/quick_start.md

@@ -83,7 +83,7 @@ Currently, the `os` libraries are required. For ease of understanding, other req
 import os
 ```
 
-For details about MindSpore modules, search on the [MindSpore API Page](https://www.mindspore.cn/api/en/master/index.html).
+For details about MindSpore modules, search on the [MindSpore API Page](https://www.mindspore.cn/api/en/r0.5/index.html).
 
 ### Configuring the Running Information
 
@@ -179,7 +179,7 @@ In the preceding information:
 
 Perform the shuffle and batch operations, and then perform the repeat operation to ensure that data during an epoch is unique.
 
-> MindSpore supports multiple data processing and augmentation operations, which are usually combined. For details, see section "Data Processing and Augmentation" in the MindSpore Tutorials (https://www.mindspore.cn/tutorial/en/master/use/data_preparation/data_processing_and_augmentation.html).
+> MindSpore supports multiple data processing and augmentation operations, which are usually combined. For details, see section "Data Processing and Augmentation" in the MindSpore Tutorials (https://www.mindspore.cn/tutorial/en/r0.5/use/data_preparation/data_processing_and_augmentation.html).
 
 
 ## Defining the Network

tutorials/source_en/use/custom_operator.md

@@ -27,14 +27,14 @@ The related concepts are as follows:
 - Operator implementation: describes the implementation of the internal computation logic for an operator through the DSL API provided by the Tensor Boost Engine (TBE). The TBE supports the development of custom operators based on the Ascend AI chip. You can apply for Open Beta Tests (OBTs) by visiting <https://www.huaweicloud.com/ascend/tbe>.
 - Operator information: describes basic information about a TBE operator, such as the operator name and supported input and output types. It is the basis for the backend to select and map operators.
 
-This section takes a Square operator as an example to describe how to customize an operator. For details, see cases in [tests/st/ops/custom_ops_tbe](https://gitee.com/mindspore/mindspore/tree/master/tests/st/ops/custom_ops_tbe) in the MindSpore source code.
+This section takes a Square operator as an example to describe how to customize an operator. For details, see cases in [tests/st/ops/custom_ops_tbe](https://gitee.com/mindspore/mindspore/tree/r0.5/tests/st/ops/custom_ops_tbe) in the MindSpore source code.
 
 ## Registering the Operator Primitive
 
 The primitive of an operator is a subclass inherited from `PrimitiveWithInfer`. The type name of the subclass is the operator name.
 
 The definition of the custom operator primitive is the same as that of the built-in operator primitive.  
-- The attribute is defined by the input parameter of the constructor function `__init__`. The operator in this test case has no attribute. Therefore, `__init__` has only one input parameter. For details about test cases in which operators have attributes, see [custom add3](https://gitee.com/mindspore/mindspore/tree/master/tests/st/ops/custom_ops_tbe/cus_add3.py) in the MindSpore source code.
+- The attribute is defined by the input parameter of the constructor function `__init__`. The operator in this test case has no attribute. Therefore, `__init__` has only one input parameter. For details about test cases in which operators have attributes, see [custom add3](https://gitee.com/mindspore/mindspore/tree/r0.5/tests/st/ops/custom_ops_tbe/cus_add3.py) in the MindSpore source code.
 - The input and output names are defined by the `init_prim_io_names` function.
 - The shape inference method of the output tensor is defined in the `infer_shape` function, and the dtype inference method of the output tensor is defined in the `infer_dtype` function.
 

tutorials/source_en/use/data_preparation/loading_the_datasets.md

@@ -149,7 +149,7 @@ MindSpore can also read datasets in the `TFRecord` data format through the `TFRe
 
 ## Loading a Custom Dataset
 In real scenarios, there are virous datasets. For a custom dataset or a dataset that can't be loaded by APIs directly, there are tow ways.
-One is converting the dataset to MindSpore data format (for details, see [Converting Datasets to the Mindspore Data Format](https://www.mindspore.cn/tutorial/en/master/use/data_preparation/converting_datasets.html)). The other one is using the `GeneratorDataset` object.
+One is converting the dataset to MindSpore data format (for details, see [Converting Datasets to the Mindspore Data Format](https://www.mindspore.cn/tutorial/en/r0.5/use/data_preparation/converting_datasets.html)). The other one is using the `GeneratorDataset` object.
 The following shows how to use `GeneratorDataset`.
 
 1. Define an iterable object to generate a dataset. There are two examples following. One is a customized function which contains `yield`. The other one is a customized class which contains `__getitem__`.

tutorials/source_en/use/defining_the_network.rst

@@ -4,5 +4,5 @@ Defining the Network
 .. toctree::
   :maxdepth: 1
 
-  Network List <https://www.mindspore.cn/docs/en/master/network_list.html>
+  Network List <https://www.mindspore.cn/docs/en/r0.5/network_list.html>
   custom_operator
\ No newline at end of file

tutorials/source_en/use/multi_platform_inference.md

@@ -26,16 +26,16 @@ Models based on MindSpore training can be used for inference on different hardwa
 
 2. Inference on the Ascend 310 AI processor
 
-   1. Export the ONNX or GEIR model by referring to the [Export GEIR Model and ONNX Model](https://www.mindspore.cn/tutorial/en/master/use/saving_and_loading_model_parameters.html#geironnx).
+   1. Export the ONNX or GEIR model by referring to the [Export GEIR Model and ONNX Model](https://www.mindspore.cn/tutorial/en/r0.5/use/saving_and_loading_model_parameters.html#geironnx).
 
    2. For performing inference in the cloud environment, see the [Ascend 910 training and Ascend 310 inference samples](https://support.huaweicloud.com/bestpractice-modelarts/modelarts_10_0026.html). For details about the bare-metal environment (compared with the cloud environment where the Ascend 310 AI processor is deployed locally), see the description document of the Ascend 310 AI processor software package.
 
 3. Inference on a GPU
 
-   1. Export the ONNX model by referring to the [Export GEIR Model and ONNX Model](https://www.mindspore.cn/tutorial/en/master/use/saving_and_loading_model_parameters.html#geironnx).
+   1. Export the ONNX model by referring to the [Export GEIR Model and ONNX Model](https://www.mindspore.cn/tutorial/en/r0.5/use/saving_and_loading_model_parameters.html#geironnx).
 
    2. Perform inference on the NVIDIA GPU by referring to [TensorRT backend for ONNX](https://github.com/onnx/onnx-tensorrt).
 
 ## On-Device Inference
 
-The On-Device Inference is based on the MindSpore Predict. Please refer to [On-Device Inference Tutorial](https://www.mindspore.cn/tutorial/en/master/advanced_use/on_device_inference.html) for details.
+The On-Device Inference is based on the MindSpore Predict. Please refer to [On-Device Inference Tutorial](https://www.mindspore.cn/tutorial/en/r0.5/advanced_use/on_device_inference.html) for details.

tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md

@@ -316,7 +316,7 @@ load_param_into_net(opt, param_dict)
 
 3. 执行阶段2训练：阶段2为2卡训练环境，每卡上MatMul算子weight的shape为[4, 8]，从合并后的CheckPoint文件加载初始化模型参数数据，之后执行训练。
 
-> 具体分布式环境配置和训练部分代码，此处不做详细说明，可以参考[分布式并行训练](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/distributed_training.html)
+> 具体分布式环境配置和训练部分代码，此处不做详细说明，可以参考[分布式并行训练](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/distributed_training.html)
 章节。
 >
 > 本文档附上对CheckPoint文件做合并处理以及分布式训练前加载CheckPoint文件的示例代码，仅作为参考，实际请参考具体情况实现。

tutorials/source_zh_cn/advanced_use/differential_privacy.md

@@ -29,7 +29,7 @@ MindArmour的差分隐私模块Differential-Privacy，实现了差分隐私优
 
 这里以LeNet模型，MNIST 数据集为例，说明如何在MindSpore上使用差分隐私优化器训练神经网络模型。
 
-> 本例面向Ascend 910 AI处理器，支持PYNATIVE_MODE，你可以在这里下载完整的样例代码：<https://gitee.com/mindspore/mindarmour/blob/master/example/mnist_demo/lenet5_dp_model_train.py>
+> 本例面向Ascend 910 AI处理器，支持PYNATIVE_MODE，你可以在这里下载完整的样例代码：<https://gitee.com/mindspore/mindarmour/blob/r0.5/example/mnist_demo/lenet5_dp_model_train.py>
 
 ## 实现阶段
 

tutorials/source_zh_cn/advanced_use/graph_kernel_fusion.md

@@ -99,7 +99,7 @@ context.set_context(enable_graph_kernel=True)
 2. `BERT-large`训练网络
 
     以`BERT-large`网络的训练模型为例，数据集和训练脚本可参照
-    <https://gitee.com/mindspore/mindspore/tree/master/model_zoo/bert>，同样我们只需修改`context`参数即可。  
+    <https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo/bert>，同样我们只需修改`context`参数即可。  
 
 ## 效果评估
 

tutorials/source_zh_cn/advanced_use/model_security.md

@@ -28,7 +28,7 @@ AI算法设计之初普遍未考虑相关的安全威胁，使得AI算法的判
 
 这里通过图像分类任务上的对抗性攻防，以攻击算法FGSM和防御算法NAD为例，介绍MindArmour在对抗攻防上的使用方法。
 
-> 本例面向CPU、GPU、Ascend 910 AI处理器，你可以在这里下载完整的样例代码：<https://gitee.com/mindspore/docs/tree/master/tutorials/tutorial_code/model_safety>
+> 本例面向CPU、GPU、Ascend 910 AI处理器，你可以在这里下载完整的样例代码：<https://gitee.com/mindspore/docs/tree/r0.5/tutorials/tutorial_code/model_safety>
 > - `mnist_attack_fgsm.py`：包含攻击代码。
 > - `mnist_defense_nad.py`：包含防御代码。
 

tutorials/source_zh_cn/advanced_use/network_migration.md

@@ -29,9 +29,9 @@
 
 ### 算子评估
 
-分析待迁移的网络中所包含的算子，结合[MindSpore算子支持列表](https://www.mindspore.cn/docs/zh-CN/master/operator_list.html)，梳理出MindSpore对这些算子的支持程度。
+分析待迁移的网络中所包含的算子，结合[MindSpore算子支持列表](https://www.mindspore.cn/docs/zh-CN/r0.5/operator_list.html)，梳理出MindSpore对这些算子的支持程度。
 
-以ResNet-50为例，[Conv](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d)和[BatchNorm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d)是其中最主要的两个算子，它们已在MindSpore支持的算子列表中。
+以ResNet-50为例，[Conv](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d)和[BatchNorm](https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d)是其中最主要的两个算子，它们已在MindSpore支持的算子列表中。
 
 如果发现没有对应算子，建议：
 - 使用其他算子替换：分析算子实现公式，审视是否可以采用MindSpore现有算子叠加达到预期目标。
@@ -55,17 +55,17 @@
 
 MindSpore与TensorFlow、PyTorch在网络结构组织方式上，存在一定差别，迁移前需要对原脚本有较为清晰的了解，明确地知道每一层的shape等信息。
 
-> 你也可以使用[MindConverter工具](https://gitee.com/mindspore/mindinsight/tree/master/mindinsight/mindconverter)实现PyTorch网络定义脚本到MindSpore网络定义脚本的自动转换。
+> 你也可以使用[MindConverter工具](https://gitee.com/mindspore/mindinsight/tree/r0.5/mindinsight/mindconverter)实现PyTorch网络定义脚本到MindSpore网络定义脚本的自动转换。
 
 下面，我们以ResNet-50的迁移，并在Ascend 910上训练为例：
 
 1. 导入MindSpore模块。
 
-    根据所需使用的接口，导入相应的MindSpore模块，模块列表详见<https://www.mindspore.cn/api/zh-CN/master/index.html>。
+    根据所需使用的接口，导入相应的MindSpore模块，模块列表详见<https://www.mindspore.cn/api/zh-CN/r0.5/index.html>。
 
 2. 加载数据集和预处理。
 
-    使用MindSpore构造你需要使用的数据集。目前MindSpore已支持常见数据集，你可以通过原始格式、`MindRecord`、`TFRecord`等多种接口调用，同时还支持数据处理以及数据增强等相关功能，具体用法可参考[准备数据教程](https://www.mindspore.cn/tutorial/zh-CN/master/use/data_preparation/data_preparation.html)。
+    使用MindSpore构造你需要使用的数据集。目前MindSpore已支持常见数据集，你可以通过原始格式、`MindRecord`、`TFRecord`等多种接口调用，同时还支持数据处理以及数据增强等相关功能，具体用法可参考[准备数据教程](https://www.mindspore.cn/tutorial/zh-CN/r0.5/use/data_preparation/data_preparation.html)。
     
     本例中加载了Cifar-10数据集，可同时支持单卡和多卡的场景。
 
@@ -231,7 +231,7 @@ MindSpore与TensorFlow、PyTorch在网络结构组织方式上，存在一定差
     loss_scale = FixedLossScaleManager(config.loss_scale, drop_overflow_update=False)
     ```
 
-    如果希望使用`Model`内置的评估方法，则可以使用[metrics](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/customized_debugging_information.html#mindspore-metrics)属性设置希望使用的评估方法。
+    如果希望使用`Model`内置的评估方法，则可以使用[metrics](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/customized_debugging_information.html#mindspore-metrics)属性设置希望使用的评估方法。
     
     ```python
     model = Model(net, loss_fn=loss, optimizer=opt, loss_scale_manager=loss_scale, metrics={'acc'})
@@ -259,14 +259,14 @@ MindSpore与TensorFlow、PyTorch在网络结构组织方式上，存在一定差
 
 #### 云上集成
 
-请参考[在云上使用MindSpore](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/use_on_the_cloud.html)，将你的脚本运行在ModelArts。
+请参考[在云上使用MindSpore](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/use_on_the_cloud.html)，将你的脚本运行在ModelArts。
 
 ### 推理阶段
 
-在Ascend 910 AI处理器上训练后的模型，支持在不同的硬件平台上执行推理。详细步骤可参考[多平台推理教程](https://www.mindspore.cn/tutorial/zh-CN/master/use/multi_platform_inference.html)。
+在Ascend 910 AI处理器上训练后的模型，支持在不同的硬件平台上执行推理。详细步骤可参考[多平台推理教程](https://www.mindspore.cn/tutorial/zh-CN/r0.5/use/multi_platform_inference.html)。
 
 ## 样例参考
 
-1. [常用数据集读取样例](https://www.mindspore.cn/tutorial/zh-CN/master/use/data_preparation/loading_the_datasets.html)
+1. [常用数据集读取样例](https://www.mindspore.cn/tutorial/zh-CN/r0.5/use/data_preparation/loading_the_datasets.html)
 
-2. [Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/model_zoo)
\ No newline at end of file
+2. [Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.5/model_zoo)
\ No newline at end of file

tutorials/source_zh_cn/advanced_use/nlp_application.md

@@ -85,7 +85,7 @@ $F1分数 = (2 * Precision * Recall) / (Precision + Recall)$
     > LSTM（Long short-term memory，长短期记忆）网络是一种时间循环神经网络，适合于处理和预测时间序列中间隔和延迟非常长的重要事件。具体介绍可参考网上资料，在此不再赘述。
 3. 得到模型之后，使用验证数据集，查看模型精度情况。
 
-> 本例面向GPU或CPU硬件平台，你可以在这里下载完整的样例代码：<https://gitee.com/mindspore/docs/tree/master/tutorials/tutorial_code/lstm>
+> 本例面向GPU或CPU硬件平台，你可以在这里下载完整的样例代码：<https://gitee.com/mindspore/docs/tree/r0.5/tutorials/tutorial_code/lstm>
 > - `main.py`：代码文件，包括数据预处理、网络定义、模型训练等代码。
 > - `config.py`：网络中的一些配置，包括`batch size`、进行几次epoch训练等。
 

tutorials/source_zh_cn/advanced_use/performance_profiling.md

@@ -66,7 +66,7 @@ def test_profiler():
 
 ## 启动MindInsight
 
-启动命令请参考[MindInsight相关命令](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/mindinsight_commands.html)。
+启动命令请参考[MindInsight相关命令](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/mindinsight_commands.html)。
 
 
 ### 性能分析

tutorials/source_zh_cn/advanced_use/use_on_the_cloud.md

@@ -69,7 +69,7 @@ ModelArts使用对象存储服务（Object Storage Service，简称OBS）进行
 ### 执行脚本准备
 
 新建一个自己的OBS桶（例如：`resnet50-train`），在桶中创建代码目录（例如：`resnet50_cifar10_train`），并将以下目录中的所有脚本上传至代码目录：
-> <https://gitee.com/mindspore/docs/tree/master/tutorials/tutorial_code/sample_for_cloud/>脚本使用ResNet-50网络在CIFAR-10数据集上进行训练，并在训练结束后验证精度。脚本可以在ModelArts采用`1*Ascend`或`8*Ascend`两种不同规格进行训练任务。
+> <https://gitee.com/mindspore/docs/tree/r0.5/tutorials/tutorial_code/sample_for_cloud/>脚本使用ResNet-50网络在CIFAR-10数据集上进行训练，并在训练结束后验证精度。脚本可以在ModelArts采用`1*Ascend`或`8*Ascend`两种不同规格进行训练任务。
 
 为了方便后续创建训练作业，先创建训练输出目录和日志输出目录，本示例创建的目录结构如下：
 

tutorials/source_zh_cn/conf.py

@@ -21,7 +21,7 @@ copyright = '2020, MindSpore'
 author = 'MindSpore'
 
 # The full version, including alpha/beta/rc tags
-release = 'master'
+release = 'r0.5'
 
 
 # -- General configuration ---------------------------------------------------

tutorials/source_zh_cn/quick_start/quick_start.md

@@ -86,7 +86,7 @@
 import os
 ```
 
-详细的MindSpore的模块说明，可以在[MindSpore API页面](https://www.mindspore.cn/api/zh-CN/master/index.html)中搜索查询。
+详细的MindSpore的模块说明，可以在[MindSpore API页面](https://www.mindspore.cn/api/zh-CN/r0.5/index.html)中搜索查询。
 
 ### 配置运行信息
 
@@ -182,7 +182,7 @@ def create_dataset(data_path, batch_size=32, repeat_size=1,
 
 先进行shuffle、batch操作，再进行repeat操作，这样能保证1个epoch内数据不重复。
 
-> MindSpore支持进行多种数据处理和增强的操作，各种操作往往组合使用，具体可以参考[数据处理与数据增强](https://www.mindspore.cn/tutorial/zh-CN/master/use/data_preparation/data_processing_and_augmentation.html)章节。
+> MindSpore支持进行多种数据处理和增强的操作，各种操作往往组合使用，具体可以参考[数据处理与数据增强](https://www.mindspore.cn/tutorial/zh-CN/r0.5/use/data_preparation/data_processing_and_augmentation.html)章节。
 
 
 ## 定义网络

tutorials/source_zh_cn/use/custom_operator.md

@@ -27,14 +27,14 @@
 - 算子实现：通过TBE（Tensor Boost Engine）提供的特性语言接口，描述算子内部计算逻辑的实现。TBE提供了开发昇腾AI芯片自定义算子的能力。你可以在<https://www.huaweicloud.com/ascend/tbe>页面申请公测。
 - 算子信息：描述TBE算子的基本信息，如算子名称、支持的输入输出类型等。它是后端做算子选择和映射时的依据。
 
-本文将以自定义Square算子为例，介绍自定义算子的步骤。更多详细内容可参考MindSpore源码中[tests/st/ops/custom_ops_tbe](https://gitee.com/mindspore/mindspore/tree/master/tests/st/ops/custom_ops_tbe)下的用例。
+本文将以自定义Square算子为例，介绍自定义算子的步骤。更多详细内容可参考MindSpore源码中[tests/st/ops/custom_ops_tbe](https://gitee.com/mindspore/mindspore/tree/r0.5/tests/st/ops/custom_ops_tbe)下的用例。
 
 ## 注册算子原语
 
 每个算子的原语是一个继承于`PrimitiveWithInfer`的子类，其类型名称即是算子名称。
 
 自定义算子原语与内置算子原语的接口定义完全一致：  
-- 属性由构造函数`__init__`的入参定义。本用例的算子没有属性，因此`__init__`没有额外的入参。带属性的用例可参考MindSpore源码中的[custom add3](https://gitee.com/mindspore/mindspore/tree/master/tests/st/ops/custom_ops_tbe/cus_add3.py)用例。
+- 属性由构造函数`__init__`的入参定义。本用例的算子没有属性，因此`__init__`没有额外的入参。带属性的用例可参考MindSpore源码中的[custom add3](https://gitee.com/mindspore/mindspore/tree/r0.5/tests/st/ops/custom_ops_tbe/cus_add3.py)用例。
 - 输入输出的名称通过`init_prim_io_names`函数定义。
 - 输出Tensor的shape推理方法在`infer_shape`函数中定义，输出Tensor的dtype推理方法在`infer_dtype`函数中定义。
 

tutorials/source_zh_cn/use/data_preparation/loading_the_datasets.md

@@ -149,7 +149,7 @@ MindSpore也支持读取`TFRecord`数据格式的数据集，可以通过`TFReco
 
 ## 加载自定义数据集
 现实场景中，数据集的种类多种多样，对于自定义数据集或者目前不支持直接加载的数据集，有两种方法可以处理。
-一种方法是将数据集转成MindRecord格式（请参考[将数据集转换为MindSpore数据格式](https://www.mindspore.cn/tutorial/zh-CN/master/use/data_preparation/converting_datasets.html)章节），另一种方法是通过`GeneratorDataset`对象加载，以下将展示如何使用`GeneratorDataset`。
+一种方法是将数据集转成MindRecord格式（请参考[将数据集转换为MindSpore数据格式](https://www.mindspore.cn/tutorial/zh-CN/r0.5/use/data_preparation/converting_datasets.html)章节），另一种方法是通过`GeneratorDataset`对象加载，以下将展示如何使用`GeneratorDataset`。
 
 1. 定义一个可迭代的对象，用于生成数据集。以下展示了两种示例，一种是含有`yield`返回值的自定义函数，另一种是含有`__getitem__`的自定义类。两种示例都将产生一个含有从0到9数字的数据集。
    > 自定义的可迭代对象，每次返回`numpy array`的元组，作为一行数据。 

tutorials/source_zh_cn/use/defining_the_network.rst

@@ -4,5 +4,5 @@
 .. toctree::
   :maxdepth: 1
 
-  网络支持 <https://www.mindspore.cn/docs/zh-CN/master/network_list.html>
+  网络支持 <https://www.mindspore.cn/docs/zh-CN/r0.5/network_list.html>
   custom_operator
\ No newline at end of file

tutorials/source_zh_cn/use/multi_platform_inference.md

@@ -59,7 +59,7 @@ CPU | ONNX格式 | 支持ONNX推理的runtime/SDK，如TensorRT。
     res = model.eval(dataset)
     ```
     其中，  
-    `model.eval`为模型验证接口，对应接口说明：<https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.html#mindspore.Model.eval>。
+    `model.eval`为模型验证接口，对应接口说明：<https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.html#mindspore.Model.eval>。
     > 推理样例代码：<https://gitee.com/mindspore/mindspore/blob/r0.5/model_zoo/lenet/eval.py>。
 
 2. 使用`model.predict`接口来进行推理操作。
@@ -67,7 +67,7 @@ CPU | ONNX格式 | 支持ONNX推理的runtime/SDK，如TensorRT。
    model.predict(input_data)
    ```
    其中，  
-   `model.eval`为推理接口，对应接口说明：<https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.html#mindspore.Model.predict>。
+   `model.eval`为推理接口，对应接口说明：<https://www.mindspore.cn/api/zh-CN/r0.5/api/python/mindspore/mindspore.html#mindspore.Model.predict>。
 
 ## Ascend 310 AI处理器上推理
 
@@ -79,7 +79,7 @@ CPU | ONNX格式 | 支持ONNX推理的runtime/SDK，如TensorRT。
 
 Ascend 310 AI处理器上搭载了ACL框架，他支持OM格式，而OM格式需要从ONNX或者GEIR模型进行转换。所以在Ascend 310 AI处理器上推理，需要下述两个步骤：
 
-1. 在训练平台上生成ONNX或GEIR格式模型，具体步骤请参考[模型导出-导出GEIR模型和ONNX模型](https://www.mindspore.cn/tutorial/zh-CN/master/use/saving_and_loading_model_parameters.html#geironnx)。
+1. 在训练平台上生成ONNX或GEIR格式模型，具体步骤请参考[模型导出-导出GEIR模型和ONNX模型](https://www.mindspore.cn/tutorial/zh-CN/r0.5/use/saving_and_loading_model_parameters.html#geironnx)。
 
 2. 将ONNX/GEIR格式模型文件，转化为OM格式模型，并进行推理。
    - 云上（ModelArt环境），请参考[Ascend910训练和Ascend310推理的样例](https://support.huaweicloud.com/bestpractice-modelarts/modelarts_10_0026.html)完成推理操作。
@@ -93,7 +93,7 @@ Ascend 310 AI处理器上搭载了ACL框架，他支持OM格式，而OM格式需
 
 ### 使用ONNX格式文件推理
 
-1. 在训练平台上生成ONNX格式模型，具体步骤请参考[模型导出-导出GEIR模型和ONNX模型](https://www.mindspore.cn/tutorial/zh-CN/master/use/saving_and_loading_model_parameters.html#geironnx)。
+1. 在训练平台上生成ONNX格式模型，具体步骤请参考[模型导出-导出GEIR模型和ONNX模型](https://www.mindspore.cn/tutorial/zh-CN/r0.5/use/saving_and_loading_model_parameters.html#geironnx)。
 
 2. 在GPU上进行推理，具体可以参考推理使用runtime/SDK的文档。如在Nvidia GPU上进行推理，使用常用的TensorRT，可参考[TensorRT backend for ONNX](https://github.com/onnx/onnx-tensorrt)。
 
@@ -105,10 +105,10 @@ Ascend 310 AI处理器上搭载了ACL框架，他支持OM格式，而OM格式需
 ### 使用ONNX格式文件推理
 与在GPU上进行推理类似，需要以下几个步骤：
 
-1. 在训练平台上生成ONNX格式模型，具体步骤请参考[模型导出-导出GEIR模型和ONNX模型](https://www.mindspore.cn/tutorial/zh-CN/master/use/saving_and_loading_model_parameters.html#geironnx)。
+1. 在训练平台上生成ONNX格式模型，具体步骤请参考[模型导出-导出GEIR模型和ONNX模型](https://www.mindspore.cn/tutorial/zh-CN/r0.5/use/saving_and_loading_model_parameters.html#geironnx)。
 
 2. 在CPU上进行推理，具体可以参考推理使用runtime/SDK的文档。如使用ONNX Runtime，可以参考[ONNX Runtime说明文档](https://github.com/microsoft/onnxruntime)。
 
 ## 端侧推理
 
-端侧推理需使用MindSpore Predict推理引擎，详细操作请参考[端侧推理教程](https://www.mindspore.cn/tutorial/zh-CN/master/advanced_use/on_device_inference.html)。
\ No newline at end of file
+端侧推理需使用MindSpore Predict推理引擎，详细操作请参考[端侧推理教程](https://www.mindspore.cn/tutorial/zh-CN/r0.5/advanced_use/on_device_inference.html)。
\ No newline at end of file