From e29cdf68a091f984debdf58555b6cbe545db659e Mon Sep 17 00:00:00 2001 From: Ting Wang Date: Fri, 29 May 2020 14:35:39 +0800 Subject: [PATCH] update links of 0.3.0-alpha Signed-off-by: Ting Wang --- api/source_en/conf.py | 2 +- api/source_en/index.rst | 2 +- api/source_zh_cn/conf.py | 2 +- api/source_zh_cn/index.rst | 2 +- docs/source_en/conf.py | 2 +- .../constraints_on_network_construction.md | 12 +- docs/source_en/operator_list.md | 472 +++++++++--------- docs/source_zh_cn/conf.py | 2 +- .../constraints_on_network_construction.md | 12 +- docs/source_zh_cn/operator_list.md | 472 +++++++++--------- install/mindspore_cpu_install.md | 4 +- install/mindspore_cpu_install_en.md | 4 +- install/mindspore_cpu_win_install.md | 2 +- install/mindspore_cpu_win_install_en.md | 2 +- install/mindspore_d_install.md | 6 +- install/mindspore_d_install_en.md | 6 +- install/mindspore_gpu_install.md | 6 +- install/mindspore_gpu_install_en.md | 6 +- resource/faq/FAQ_en.md | 10 +- resource/faq/FAQ_zh_cn.md | 10 +- .../checkpoint_for_hybrid_parallel.md | 2 +- .../advanced_use/network_migration.md | 16 +- tutorials/source_en/conf.py | 2 +- .../source_en/quick_start/quick_start.md | 4 +- .../source_en/use/defining_the_network.rst | 2 +- .../source_en/use/multi_platform_inference.md | 6 +- .../checkpoint_for_hybrid_parallel.md | 2 +- .../advanced_use/network_migration.md | 16 +- tutorials/source_zh_cn/conf.py | 2 +- .../source_zh_cn/quick_start/quick_start.md | 4 +- .../source_zh_cn/use/defining_the_network.rst | 2 +- .../use/multi_platform_inference.md | 6 +- 32 files changed, 550 insertions(+), 550 deletions(-) diff --git a/api/source_en/conf.py b/api/source_en/conf.py index 78844f9f..0a9cad40 100644 --- a/api/source_en/conf.py +++ b/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 = '0.3.0-alpha' # -- General configuration --------------------------------------------------- diff --git a/api/source_en/index.rst b/api/source_en/index.rst index 769823cf..5623c542 100644 --- a/api/source_en/index.rst +++ b/api/source_en/index.rst @@ -45,4 +45,4 @@ MindSpore API :maxdepth: 1 :caption: C++ API - predict + predict diff --git a/api/source_zh_cn/conf.py b/api/source_zh_cn/conf.py index ec00aa84..2c49ef34 100644 --- a/api/source_zh_cn/conf.py +++ b/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 = '0.3.0-alpha' # -- General configuration --------------------------------------------------- diff --git a/api/source_zh_cn/index.rst b/api/source_zh_cn/index.rst index a01ba888..fa4d8cfb 100644 --- a/api/source_zh_cn/index.rst +++ b/api/source_zh_cn/index.rst @@ -45,4 +45,4 @@ MindSpore API :maxdepth: 1 :caption: C++ API - predict + predict diff --git a/docs/source_en/conf.py b/docs/source_en/conf.py index 6db42071..d6fb33a1 100644 --- a/docs/source_en/conf.py +++ b/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 = '0.3.0-alpha' # -- General configuration --------------------------------------------------- diff --git a/docs/source_en/constraints_on_network_construction.md b/docs/source_en/constraints_on_network_construction.md index 7f92721a..7e071413 100644 --- a/docs/source_en/constraints_on_network_construction.md +++ b/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/0.3.0-alpha/api/python/mindspore/mindspore.html#mindspore.ms_function) decorator. +* Cell subclass inherited from [nn.Cell](https://www.mindspore.cn/api/en/0.3.0-alpha/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/0.3.0-alpha/api/python/mindspore/mindspore.nn.html), and custom [Cell](https://www.mindspore.cn/api/en/0.3.0-alpha/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/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html). +| Composite operator |[mindspore/ops/composite/*](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.composite.html). +| Operator generated by constexpr |Uses the value generated by [@constexpr](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr) to calculate operators. ### Other Constraints diff --git a/docs/source_en/operator_list.md b/docs/source_en/operator_list.md index 8fbcd437..f751c6e5 100644 --- a/docs/source_en/operator_list.md +++ b/docs/source_en/operator_list.md @@ -14,244 +14,244 @@ | 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 |Doing | 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) | Supported | Supported | Doing |layer/activation -| [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid) | Supported | 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 |Doing | Doing |layer/activation -| [mindspore.nn.GELU](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU) | Supported |Doing | 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 |Doing | 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.ClipByNorm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm) |Doing |Doing | Doing |layer/basic -| [mindspore.nn.Norm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm) |Doing |Doing | 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.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.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.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 |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.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 |Doing | Doing |optim/adam -| [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR) | Supported |Doing | Doing |optim/adam -| [mindspore.nn.Lamb](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb) | Supported |Doing | 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 | Doing | 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 |Doing | 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 |Doing | 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/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Softmax) | Supported | Supported | Supported |layer/activation +| [mindspore.nn.LogSoftmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LogSoftmax) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.ReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU) | Supported | Supported | Supported |layer/activation +| [mindspore.nn.ReLU6](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU6) |Supported | Supported | Doing |layer/activation +| [mindspore.nn.HSwish](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSwish) | Supported | Supported | Doing |layer/activation +| [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid) | Supported | Supported | Doing |layer/activation +| [mindspore.nn.LeakyReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LeakyReLU) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.Tanh](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Tanh) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.GELU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.Sigmoid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Sigmoid) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.PReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.PReLU) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.Dropout](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dropout) |Supported |Doing | Doing |layer/basic +| [mindspore.nn.Flatten](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Flatten) |Supported | Supported | Doing |layer/basic +| [mindspore.nn.Dense](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dense) |Supported | Supported | Doing |layer/basic +| [mindspore.nn.ClipByNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm) |Doing |Doing | Doing |layer/basic +| [mindspore.nn.Norm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm) |Doing |Doing | Doing |layer/basic +| [mindspore.nn.OneHot](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.OneHot) | Supported | Supported | Doing |layer/basic +| [mindspore.nn.SequentialCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SequentialCell) |Doing | Supported | Doing |layer/container +| [mindspore.nn.CellList](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.CellList) | Supported | Supported | Doing |layer/container +| [mindspore.nn.Conv2d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d) | Supported | Supported | Supported |layer/conv +| [mindspore.nn.Conv2dTranspose](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dTranspose) | Supported | Supported | Doing |layer/conv +| [mindspore.nn.Embedding](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Embedding) |Doing | Supported | Doing |layer/embedding +| [mindspore.nn.ImageGradients](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ImageGradients) | Doing |Doing | Doing |layer/image +| [mindspore.nn.SSIM](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SSIM) | Doing |Doing | Doing |layer/image +| [mindspore.nn.PSNR](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.PSNR) | Doing |Doing | Doing |layer/image +| [mindspore.nn.LSTM](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LSTM) | Doing | Supported | Supported |layer/lstm +| [mindspore.nn.GlobalBatchNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GlobalBatchNorm) | Supported |Doing | Doing |layer/normalization +| [mindspore.nn.BatchNorm1d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm1d) | Supported |Doing | Doing |layer/normalization +| [mindspore.nn.BatchNorm2d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d) | Supported | Supported | Doing |layer/normalization +| [mindspore.nn.GroupNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GroupNorm) | Supported | Doing | Doing |layer/normalization +| [mindspore.nn.LayerNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LayerNorm) | Supported |Doing | Doing |layer/normalization +| [mindspore.nn.MaxPool2d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.MaxPool2d) | Supported | Supported | Supported |layer/pooling +| [mindspore.nn.AvgPool2d](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AvgPool2d) |Doing | Supported | Doing |layer/pooling +| [mindspore.nn.L1Loss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.L1Loss) |Doing |Doing | Doing |loss/loss +| [mindspore.nn.MSELoss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.MSELoss) | Supported |Doing | Doing |loss/loss +| [mindspore.nn.SmoothL1Loss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SmoothL1Loss) |Supported |Doing | Doing |loss/loss +| [mindspore.nn.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyWithLogits) | Supported | Supported | Doing |loss/loss +| [mindspore.nn.SoftmaxCrossEntropyExpand](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyExpand) | Supported |Doing | Doing |loss/loss +| [mindspore.nn.Adam](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Adam) | Supported |Doing | Doing |optim/adam +| [mindspore.nn.AdamWeightDecay](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecay) | Supported |Doing | Doing |optim/adam +| [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR) | Supported |Doing | Doing |optim/adam +| [mindspore.nn.Lamb](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb) | Supported |Doing | Doing |optim/lamb +| [mindspore.nn.LARS](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LARS) |Doing |Doing | Doing |optim/lars +| [mindspore.nn.Momentum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Momentum) | Supported | Supported | Doing |optim/momentum +| [mindspore.nn.Optimizer](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Optimizer) | Supported | Supported | Doing |optim/optimizer +| [mindspore.nn.RMSProp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.RMSProp) | Supported | Doing | Doing |optim/optimizer +| [mindspore.nn.SGD](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SGD) |Supported |Doing | Doing |optim/sgd +| [mindspore.nn.WithLossCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithLossCell) | Supported | Supported | Doing |wrap/cell_wrapper +| [mindspore.nn.WithGradCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithGradCell) | Supported |Doing | Doing |wrap/cell_wrapper +| [mindspore.nn.TrainOneStepCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepCell) | Supported | Supported | Doing |wrap/cell_wrapper +| [mindspore.nn.DataWrapper](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DataWrapper) |Doing |Doing | Doing |wrap/cell_wrapper +| [mindspore.nn.GetNextSingleOp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GetNextSingleOp) |Doing | Supported | Doing |wrap/cell_wrapper +| [mindspore.nn.WithEvalCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithEvalCell) | Supported | Supported | Doing |wrap/cell_wrapper +| [mindspore.nn.ParameterUpdate](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ParameterUpdate) | Supported |Doing | Doing |wrap/cell_wrapper +| [mindspore.nn.DistributedGradReducer](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DistributedGradReducer) | Supported |Doing | Doing |wrap/grad_reducer +| [mindspore.nn.DynamicLossScaleUpdateCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DynamicLossScaleUpdateCell) | Doing |Doing | Doing |wrap/loss_scale +| [mindspore.nn.FixedLossScaleUpdateCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.FixedLossScaleUpdateCell) | Doing |Doing | Doing |wrap/loss_scale +| [mindspore.nn.TrainOneStepWithLossScaleCell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepWithLossScaleCell) | Doing |Doing | Doing |wrap/loss_scale +| [mindspore.nn.Cell](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell) | Supported | Supported | Supported |cell ## mindspore.ops.operations | Operation | Ascend | GPU | CPU |Operator Type | :----------- |:------ |:------ |:-----|:--- -| [mindspore.ops.operations.Flatten](https://www.mindspore.cn/api/en/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 | Doing |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.ReLUV2](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLUV2) | Supported | Doing | Doing | nn_ops -| [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/en/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) | Supported | 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) | Supported | 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 | Doing |Doing | nn_ops -| [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchNorm) | Supported | Doing |Doing | nn_ops -| [mindspore.ops.operations.Conv2D](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2D) | Supported | Supported | Supported | nn_ops -| [mindspore.ops.operations.DepthwiseConv2dNative](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNative) | 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 | Doing | Doing | 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 | Doing | 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 | Doing | 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.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) | Doing | 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 | Doing | 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) | Doing | 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 | Doing| 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 | Doing | 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 | Doing | 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 | Doing | 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 | Doing | 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.Minimum](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum) | Supported | Doing | Doing | math_ops -| [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum) | Supported | Doing | Doing | math_ops -| [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/en/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.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 | Doing | 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 | Doing | 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 | Doing | 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 | Doing | 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) | Doing | 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 | Doing | 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 | Doing | 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 | Doing | 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 | 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.Acos](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acos) | Doing | Doing | Doing | math_ops -| [mindspore.ops.operations.AvgPool](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool) | 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.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.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) | Doing | Doing | Doing | array_ops -| [mindspore.ops.operations.ArgMaxWithValue](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMaxWithValue) | Supported | Doing | Doing | array_ops -| [mindspore.ops.operations.ArgMinWithValue](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMinWithValue) | Supported | Doing | Doing | array_ops -| [mindspore.ops.operations.Tile](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile) | 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 | Doing | 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) | Doing | 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 | Doing | 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.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.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.IsFinite](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite) | Supported | Doing | Doing | array_ops -| [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/en/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) | Doing | 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) | Doing | Supported | Doing | 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.Broadcast](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast) | Doing | Doing | Doing | comm_ops -| [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/en/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 | Doing | debug_ops -| [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary) | Supported | Supported | Doing | debug_ops -| [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary) | Supported | Supported | Doing | debug_ops -| [mindspore.ops.operations.HistogramSummary](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HistogramSummary) | Supported | Supported | Doing | debug_ops -| [mindspore.ops.operations.InsertGradientOf](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InsertGradientOf) | Supported | Supported | Supported | debug_ops -| [mindspore.ops.operations.Print](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Print) | Supported | Doing | Doing | debug_ops -| [mindspore.ops.operations.Assign](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign) | Supported | Doing | Doing | other_ops -| [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/en/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.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/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Flatten) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.Softmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Softmax) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.Acosh](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acosh) | Doing | Doing | Doing | nn_ops +| [mindspore.ops.operations.FloorMod](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloorMod) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.Elu](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Elu) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.MirrorPad](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MirrorPad) | Doing | Doing | Doing | nn_ops +| [mindspore.ops.operations.Unpack](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Unpack) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.Pack](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pack) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.L2Loss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.L2Loss) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.CTCLoss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CTCLoss) | Doing | Doing | Doing | nn_ops +| [mindspore.ops.operations.LogSoftmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.Softplus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Softplus) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.ReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.ReLUV2](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLUV2) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.HSwish](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSwish) | Supported | Supported | Doing | nn_ops +| [mindspore.ops.operations.HSigmoid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSigmoid) | Supported | Supported | Doing | nn_ops +| [mindspore.ops.operations.Sigmoid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sigmoid) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.Tanh](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tanh) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchNorm) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.Conv2D](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2D) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.DepthwiseConv2dNative](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNative) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.DepthwiseConv2dNativeBackpropInput](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNativeBackpropInput) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.DepthwiseConv2dNativeiBackpropFilter](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNativeBackpropFilter) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.MaxPoolWithArgmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPoolWithArgmax) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.MaxPool](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPool) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.AvgPool](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.Conv2DBackpropInput](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2DBackpropInput) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.BiasAdd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BiasAdd) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.TopK](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TopK) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SoftmaxCrossEntropyWithLogits) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.SparseSoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseSoftmaxCrossEntropyWithLogits) | Doing | Supported | Supported | nn_ops +| [mindspore.ops.operations.ApplyMomentum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyMomentum) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.ApplyRMSProp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyRMSProp) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.SmoothL1Loss](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SmoothL1Loss) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.SGD](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SGD) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.LayerNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LayerNorm) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.L2Normalize](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.L2Normalize) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.DropoutGenMask](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DropoutGenMask) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.DropoutDoMask](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DropoutDoMask) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.ResizeBilinear](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ResizeBilinear) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.OneHot](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.OneHot) | Supported | Supported | Doing | nn_ops +| [mindspore.ops.operations.Gelu](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Gelu) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.GetNext](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GetNext) | Supported | Supported | Doing | nn_ops +| [mindspore.ops.operations.PReLU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.PReLU) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.LSTM](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LSTM) | Doing | Supported | Supported | nn_ops +| [mindspore.ops.operations.SigmoidCrossEntropyWithLogits](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SigmoidCrossEntropyWithLogits) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.Pad](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pad) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.ROIAlign](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ROIAlign) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.Adam](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Adam) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.BinaryCrossEntropy](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BinaryCrossEntropy) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.LARSUpdate](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LARSUpdate) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.TensorAdd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorAdd) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.AssignAdd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AssignAdd) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.AssignSub](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AssignSub) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.ReduceMean](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMean) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.ReduceSum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceSum) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.ReduceAll](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceAll) | Doing | Doing | Doing | math_ops +| [mindspore.ops.operations.ReduceMax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMax) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.ReduceMin](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMin) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.ReduceProd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceProd) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.CumProd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumProd) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.MatMul](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MatMul) | Supported | Supported | Supported | math_ops +| [mindspore.ops.operations.BatchMatMul](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchMatMul) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.CumSum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumSum) | Doing | Doing| Doing | math_ops +| [mindspore.ops.operations.AddN](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AddN) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Neg](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Neg) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Sub](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sub) | Supported | Doing| Doing | math_ops +| [mindspore.ops.operations.Mul](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Mul) | Supported | Supported | Supported | math_ops +| [mindspore.ops.operations.Square](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Square) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.SquareSumAll](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SquareSumAll) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Rsqrt](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rsqrt) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Sqrt](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sqrt) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Reciprocal](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Reciprocal) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Pow](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pow) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Exp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Exp) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Log](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Log) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Minimum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.RealDiv) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Div](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Div) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.FloorDiv](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloorDiv) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Floor](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Floor) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Equal](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Equal) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.EqualCount](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.EqualCount) | Doing | Supported | Supported | math_ops +| [mindspore.ops.operations.NotEqual](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NotEqual) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Greater](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Greater) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.GreaterEqual](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GreaterEqual) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Less](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Less) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2) | Doing | Doing | Doing | math_ops +| [mindspore.ops.operations.LessEqual](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LessEqual) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.LogicalNot](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalNot) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.LogicalAnd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalAnd) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.LogicalOr](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalOr) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.NPUAllocFloatStatus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUAllocFloatStatus) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.NPUGetFloatStatus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUGetFloatStatus) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.NPUClearFloatStatus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUClearFloatStatus) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.FloatStatus](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloatStatus) | Doing | Supported | Doing | math_ops +| [mindspore.ops.operations.Cos](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cos) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Acos](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acos) | Doing | Doing | Doing | math_ops +| [mindspore.ops.operations.AvgPool](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Erf](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Erf) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Erfc](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Erfc) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Sin](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.NMSWithMask](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NMSWithMask) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Abs](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Abs) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Sign](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sign) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Round](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Round) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.ExpandDims](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ExpandDims) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.DType](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DType) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.SameTypeShape](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SameTypeShape) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Cast](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cast) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.IsSubClass](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsSubClass) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.IsInstance](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsInstance) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Reshape](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Reshape) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Shape](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Shape) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Squeeze](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Squeeze) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Transpose](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Transpose) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.GatherV2](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GatherV2) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Split](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Split) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.Rank](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rank) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.TruncatedNormal](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TruncatedNormal) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.Size](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Size) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Fill](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Fill) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.OnesLike](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.OnesLike) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ZerosLike](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ZerosLike) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.TupleToArray](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TupleToArray) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.ScalarToArray](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarToArray) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.ScalarToTensor](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarToTensor) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.InvertPermutation](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InvertPermutation) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.Argmax](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmax) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Argmin](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmin) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.ArgMaxWithValue](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMaxWithValue) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ArgMinWithValue](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMinWithValue) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.Tile](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.UnsortedSegmentSum](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentSum) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.UnsortedSegmentMin](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentMin) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.Concat](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Concat) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Slice](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Slice) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Select](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Select) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.StridedSlice](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.StridedSlice) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Diag](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Diag) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.DiagPart](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DiagPart) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.Eye](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Eye) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.ScatterNd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterNd) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ResizeNearestNeighbor](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ResizeNearestNeighbor) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.GatherNd](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GatherNd) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ApplyFtrl](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyFtrl) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ScatterNdUpdate](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterNdUpdate) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ScatterUpdate](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterUpdate) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.SpaceToDepth](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToDepth) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.DepthToSpace](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthToSpace) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.SpaceToBatch](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatch) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.BatchToSpace](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpace) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.IsFinite](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceOp) | Supported | Supported | Doing | comm_ops +| [mindspore.ops.operations.AllReduce](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllReduce) | Doing | Supported | Doing | comm_ops +| [mindspore.ops.operations.AllGather](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllGather) | Doing | Supported | Doing | comm_ops +| [mindspore.ops.operations.ReduceScatter](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceScatter) | Doing | Supported | Doing | comm_ops +| [mindspore.ops.operations.Broadcast](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast) | Doing | Doing | Doing | comm_ops +| [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ControlDepend) | Supported | Supported | Supported | control_ops +| [mindspore.ops.operations.GeSwitch](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GeSwitch) | Doing | Doing | Doing | control_ops +| [mindspore.ops.operations.Merge](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Merge) | Doing | Doing | Doing | control_ops +| [mindspore.ops.operations.ScalarSummary](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarSummary) | Supported | Supported | Doing | debug_ops +| [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary) | Supported | Supported | Doing | debug_ops +| [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary) | Supported | Supported | Doing | debug_ops +| [mindspore.ops.operations.HistogramSummary](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HistogramSummary) | Supported | Supported | Doing | debug_ops +| [mindspore.ops.operations.InsertGradientOf](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InsertGradientOf) | Supported | Supported | Supported | debug_ops +| [mindspore.ops.operations.Print](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Print) | Supported | Doing | Doing | debug_ops +| [mindspore.ops.operations.Assign](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BoundingBoxEncode) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.BoundingBoxDecode](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BoundingBoxDecode) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.CheckValid](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CheckValid) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.IOU](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IOU) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.MakeRefKey](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MakeRefKey) | Supported | Supported | Supported | other_ops +| [mindspore.ops.operations.RandomChoiceWithMask](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.RandomChoiceWithMask) | Doing| Doing | Doing | random_ops +| [mindspore.ops.operations.ScalarCast](https://www.mindspore.cn/api/en/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarCast) | Supported | Supported | Supported | inner_ops diff --git a/docs/source_zh_cn/conf.py b/docs/source_zh_cn/conf.py index f58451f3..1c4386f4 100644 --- a/docs/source_zh_cn/conf.py +++ b/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 = '0.3.0-alpha' # -- General configuration --------------------------------------------------- diff --git a/docs/source_zh_cn/constraints_on_network_construction.md b/docs/source_zh_cn/constraints_on_network_construction.md index fd8a1a4d..b39dd885 100644 --- a/docs/source_zh_cn/constraints_on_network_construction.md +++ b/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/0.3.0-alpha/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/0.3.0-alpha/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/0.3.0-alpha/api/python/mindspore/mindspore.nn.html)、自定义[Cell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/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/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html) +| Composite算子 |[mindspore/ops/composite/*](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.composite.html) +| constexpr生成算子 |使用[@constexpr](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr)生成的值计算算子。 ### 其他约束 diff --git a/docs/source_zh_cn/operator_list.md b/docs/source_zh_cn/operator_list.md index 082d5a37..02cb1a1b 100644 --- a/docs/source_zh_cn/operator_list.md +++ b/docs/source_zh_cn/operator_list.md @@ -14,244 +14,244 @@ | 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 |Doing | 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) | Supported | Supported | Doing |layer/activation -| [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid) | Supported | 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 |Doing | Doing |layer/activation -| [mindspore.nn.GELU](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU) | Supported |Doing | 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 |Doing | 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.ClipByNorm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm) |Doing |Doing | Doing |layer/basic -| [mindspore.nn.Norm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm) |Doing |Doing | 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.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.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.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 |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.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 |Doing | Doing |optim/adam -| [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR) | Supported |Doing | Doing |optim/adam -| [mindspore.nn.Lamb](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb) | Supported |Doing | 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 | Doing | 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 |Doing | 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 |Doing | 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/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Softmax) | Supported | Supported | Supported |layer/activation +| [mindspore.nn.LogSoftmax](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LogSoftmax) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.ReLU](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU) | Supported | Supported | Supported |layer/activation +| [mindspore.nn.ReLU6](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ReLU6) |Supported | Supported | Doing |layer/activation +| [mindspore.nn.HSwish](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSwish) | Supported | Supported | Doing |layer/activation +| [mindspore.nn.HSigmoid](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.HSigmoid) | Supported | Supported | Doing |layer/activation +| [mindspore.nn.LeakyReLU](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LeakyReLU) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.Tanh](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Tanh) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.GELU](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GELU) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.Sigmoid](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Sigmoid) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.PReLU](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.PReLU) | Supported |Doing | Doing |layer/activation +| [mindspore.nn.Dropout](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dropout) |Supported |Doing | Doing |layer/basic +| [mindspore.nn.Flatten](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Flatten) |Supported | Supported | Doing |layer/basic +| [mindspore.nn.Dense](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Dense) |Supported | Supported | Doing |layer/basic +| [mindspore.nn.ClipByNorm](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ClipByNorm) |Doing |Doing | Doing |layer/basic +| [mindspore.nn.Norm](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Norm) |Doing |Doing | Doing |layer/basic +| [mindspore.nn.OneHot](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.OneHot) | Supported | Supported | Doing |layer/basic +| [mindspore.nn.SequentialCell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SequentialCell) |Doing | Supported | Doing |layer/container +| [mindspore.nn.CellList](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.CellList) | Supported | Supported | Doing |layer/container +| [mindspore.nn.Conv2d](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d) | Supported | Supported | Supported |layer/conv +| [mindspore.nn.Conv2dTranspose](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2dTranspose) | Supported | Supported | Doing |layer/conv +| [mindspore.nn.Embedding](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Embedding) |Doing | Supported | Doing |layer/embedding +| [mindspore.nn.ImageGradients](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ImageGradients) | Doing |Doing | Doing |layer/image +| [mindspore.nn.SSIM](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SSIM) | Doing |Doing | Doing |layer/image +| [mindspore.nn.PSNR](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.PSNR) | Doing |Doing | Doing |layer/image +| [mindspore.nn.LSTM](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LSTM) | Doing | Supported | Supported |layer/lstm +| [mindspore.nn.GlobalBatchNorm](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GlobalBatchNorm) | Supported |Doing | Doing |layer/normalization +| [mindspore.nn.BatchNorm1d](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm1d) | Supported |Doing | Doing |layer/normalization +| [mindspore.nn.BatchNorm2d](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.BatchNorm2d) | Supported | Supported | Doing |layer/normalization +| [mindspore.nn.GroupNorm](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GroupNorm) | Supported | Doing | Doing |layer/normalization +| [mindspore.nn.LayerNorm](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LayerNorm) | Supported |Doing | Doing |layer/normalization +| [mindspore.nn.MaxPool2d](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.MaxPool2d) | Supported | Supported | Supported |layer/pooling +| [mindspore.nn.AvgPool2d](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AvgPool2d) |Doing | Supported | Doing |layer/pooling +| [mindspore.nn.L1Loss](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.L1Loss) |Doing |Doing | Doing |loss/loss +| [mindspore.nn.MSELoss](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.MSELoss) | Supported |Doing | Doing |loss/loss +| [mindspore.nn.SmoothL1Loss](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SmoothL1Loss) | Supported |Doing | Doing |loss/loss +| [mindspore.nn.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyWithLogits) | Supported | Supported | Doing |loss/loss +| [mindspore.nn.SoftmaxCrossEntropyExpand](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SoftmaxCrossEntropyExpand) | Supported |Doing | Doing |loss/loss +| [mindspore.nn.Adam](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Adam) | Supported |Doing | Doing |optim/adam +| [mindspore.nn.AdamWeightDecay](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecay) | Supported |Doing | Doing |optim/adam +| [mindspore.nn.AdamWeightDecayDynamicLR](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.AdamWeightDecayDynamicLR) | Supported |Doing | Doing |optim/adam +| [mindspore.nn.Lamb](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Lamb) | Supported |Doing | Doing |optim/lamb +| [mindspore.nn.LARS](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.LARS) |Doing |Doing | Doing |optim/lars +| [mindspore.nn.Momentum](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Momentum) | Supported | Supported | Doing |optim/momentum +| [mindspore.nn.Optimizer](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Optimizer) | Supported | Supported | Doing |optim/optimizer +| [mindspore.nn.RMSProp](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.RMSProp) | Supported | Doing | Doing |optim/optimizer +| [mindspore.nn.SGD](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.SGD) |Supported |Doing | Doing |optim/sgd +| [mindspore.nn.WithLossCell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithLossCell) | Supported | Supported | Doing |wrap/cell_wrapper +| [mindspore.nn.WithGradCell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithGradCell) | Supported |Doing | Doing |wrap/cell_wrapper +| [mindspore.nn.TrainOneStepCell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepCell) | Supported | Supported | Doing |wrap/cell_wrapper +| [mindspore.nn.DataWrapper](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DataWrapper) |Doing |Doing | Doing |wrap/cell_wrapper +| [mindspore.nn.GetNextSingleOp](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.GetNextSingleOp) |Doing | Supported | Doing |wrap/cell_wrapper +| [mindspore.nn.WithEvalCell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.WithEvalCell) | Supported | Supported | Doing |wrap/cell_wrapper +| [mindspore.nn.ParameterUpdate](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.ParameterUpdate) | Supported |Doing | Doing |wrap/cell_wrapper +| [mindspore.nn.DistributedGradReducer](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DistributedGradReducer) | Supported |Doing | Doing |wrap/grad_reducer +| [mindspore.nn.DynamicLossScaleUpdateCell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.DynamicLossScaleUpdateCell) | Doing |Doing | Doing |wrap/loss_scale +| [mindspore.nn.FixedLossScaleUpdateCell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.FixedLossScaleUpdateCell) | Doing |Doing | Doing |wrap/loss_scale +| [mindspore.nn.TrainOneStepWithLossScaleCell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.TrainOneStepWithLossScaleCell) | Doing |Doing | Doing |wrap/loss_scale +| [mindspore.nn.Cell](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/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 | Doing |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.ReLUV2](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLUV2) | Supported | Doing | Doing | nn_ops -| [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/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) | Supported | 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) | Supported | 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 | Doing |Doing | nn_ops -| [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchNorm) | Supported | Doing |Doing | nn_ops -| [mindspore.ops.operations.Conv2D](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2D) | Supported | Supported | Supported | nn_ops -| [mindspore.ops.operations.DepthwiseConv2dNative](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNative) | 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 | Doing | Doing | 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 | Doing | 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 | Doing | 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.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) | Doing | 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 | Doing | 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 | Doing| 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 | Doing | 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 | Doing | 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 | Doing | 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 | Doing | 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.Minimum](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum) | Supported | Doing | Doing | math_ops -| [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum) | Supported | Doing | Doing | math_ops -| [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/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.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 | Doing | 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 | Doing | 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 | Doing | 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 | Doing | 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) | Doing | 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 | Doing | 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 | Doing | 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 | Doing | 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 | 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.Acos](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acos) | Doing | Doing | Doing | math_ops -| [mindspore.ops.operations.AvgPool](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool) | 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.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.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) | Doing | Doing | Doing | array_ops -| [mindspore.ops.operations.ArgMaxWithValue](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMaxWithValue) | Supported | Doing | Doing | array_ops -| [mindspore.ops.operations.ArgMinWithValue](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMinWithValue) | Supported | Doing | Doing | array_ops -| [mindspore.ops.operations.Tile](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile) | 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 | Doing | 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) | Doing | 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 | Doing | 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.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.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.IsFinite](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite) | Supported | Doing | Doing | array_ops -| [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/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) | Doing | 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) | Doing | Supported | Doing | 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.Broadcast](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast) | Doing | Doing | Doing | comm_ops -| [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/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 | Doing | debug_ops -| [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary) | Supported | Supported | Doing | debug_ops -| [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary) | Supported | Supported | Doing | debug_ops -| [mindspore.ops.operations.HistogramSummary](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HistogramSummary) | Supported | Supported | Doing | debug_ops -| [mindspore.ops.operations.InsertGradientOf](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InsertGradientOf) | Supported | Supported | Supported | debug_ops -| [mindspore.ops.operations.Print](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Print) | Supported | Doing | Doing | debug_ops -| [mindspore.ops.operations.Assign](https://www.mindspore.cn/api/zh-CN/master/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign) | Supported | Doing | Doing | other_ops -| [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/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.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/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Flatten) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.Softmax](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Softmax) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.Acosh](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acosh) | Doing | Doing | Doing | nn_ops +| [mindspore.ops.operations.FloorMod](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloorMod) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.Elu](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Elu) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.MirrorPad](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MirrorPad) | Doing | Doing | Doing | nn_ops +| [mindspore.ops.operations.Unpack](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Unpack) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.Pack](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pack) | Supported| Doing | Doing | nn_ops +| [mindspore.ops.operations.L2Loss](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.L2Loss) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.CTCLoss](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CTCLoss) | Doing | Doing | Doing | nn_ops +| [mindspore.ops.operations.LogSoftmax](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogSoftmax) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.Softplus](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Softplus) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.ReLU](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.ReLUV2](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLUV2) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.ReLU6](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReLU6) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.HSwish](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSwish) | Supported | Supported | Doing | nn_ops +| [mindspore.ops.operations.HSigmoid](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HSigmoid) | Supported | Supported | Doing | nn_ops +| [mindspore.ops.operations.Sigmoid](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sigmoid) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.Tanh](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tanh) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.BatchNorm](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchNorm) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.Conv2D](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2D) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.DepthwiseConv2dNative](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNative) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.DepthwiseConv2dNativeBackpropInput](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNativeBackpropInput) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.DepthwiseConv2dNativeiBackpropFilter](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthwiseConv2dNativeBackpropFilter) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.MaxPoolWithArgmax](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPoolWithArgmax) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.MaxPool](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MaxPool) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.AvgPool](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.Conv2DBackpropInput](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Conv2DBackpropInput) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.BiasAdd](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BiasAdd) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.TopK](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TopK) | Supported | Doing |Doing | nn_ops +| [mindspore.ops.operations.SoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SoftmaxCrossEntropyWithLogits) | Supported | Supported |Doing | nn_ops +| [mindspore.ops.operations.SparseSoftmaxCrossEntropyWithLogits](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SparseSoftmaxCrossEntropyWithLogits) | Doing | Supported | Supported | nn_ops +| [mindspore.ops.operations.ApplyMomentum](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyMomentum) | Supported | Supported | Supported | nn_ops +| [mindspore.ops.operations.ApplyRMSProp](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyRMSProp) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.SmoothL1Loss](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SmoothL1Loss) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.SGD](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SGD) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.LayerNorm](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LayerNorm) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.L2Normalize](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.L2Normalize) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.DropoutGenMask](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DropoutGenMask) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.DropoutDoMask](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DropoutDoMask) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.ResizeBilinear](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ResizeBilinear) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.OneHot](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.OneHot) | Supported | Supported | Doing | nn_ops +| [mindspore.ops.operations.Gelu](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Gelu) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.GetNext](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GetNext) | Supported | Supported | Doing | nn_ops +| [mindspore.ops.operations.PReLU](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.PReLU) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.LSTM](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LSTM) | Doing | Supported | Supported | nn_ops +| [mindspore.ops.operations.SigmoidCrossEntropyWithLogits](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SigmoidCrossEntropyWithLogits) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.Pad](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pad) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.ROIAlign](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ROIAlign) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.Adam](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Adam) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.BinaryCrossEntropy](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BinaryCrossEntropy) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.LARSUpdate](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LARSUpdate) | Supported | Doing | Doing | nn_ops +| [mindspore.ops.operations.TensorAdd](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorAdd) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.AssignAdd](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AssignAdd) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.AssignSub](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AssignSub) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.ReduceMean](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMean) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.ReduceSum](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceSum) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.ReduceAll](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceAll) | Doing | Doing | Doing | math_ops +| [mindspore.ops.operations.ReduceMax](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMax) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.ReduceMin](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceMin) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.ReduceProd](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceProd) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.CumProd](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CumProd) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.MatMul](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MatMul) | Supported | Supported | Supported | math_ops +| [mindspore.ops.operations.BatchMatMul](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchMatMul) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.CumSum](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/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/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AddN) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Neg](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Neg) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Sub](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sub) | Supported | Doing| Doing | math_ops +| [mindspore.ops.operations.Mul](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Mul) | Supported | Supported | Supported | math_ops +| [mindspore.ops.operations.Square](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Square) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.SquareSumAll](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SquareSumAll) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Rsqrt](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rsqrt) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Sqrt](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sqrt) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Reciprocal](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Reciprocal) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Pow](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Pow) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Exp](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Exp) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Log](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Log) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Minimum](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Minimum) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Maximum](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Maximum) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.RealDiv](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.RealDiv) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.Div](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Div) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.FloorDiv](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloorDiv) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Floor](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Floor) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Equal](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Equal) | Supported | Supported | Doing | math_ops +| [mindspore.ops.operations.EqualCount](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.EqualCount) | Doing | Supported | Supported | math_ops +| [mindspore.ops.operations.NotEqual](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NotEqual) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Greater](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Greater) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.GreaterEqual](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GreaterEqual) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Less](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Less) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Atan2](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Atan2) | Doing | Doing | Doing | math_ops +| [mindspore.ops.operations.LessEqual](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LessEqual) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.LogicalNot](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalNot) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.LogicalAnd](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalAnd) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.LogicalOr](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.LogicalOr) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.NPUAllocFloatStatus](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUAllocFloatStatus) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.NPUGetFloatStatus](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUGetFloatStatus) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.NPUClearFloatStatus](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NPUClearFloatStatus) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.FloatStatus](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.FloatStatus) | Doing | Supported | Doing | math_ops +| [mindspore.ops.operations.Cos](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cos) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Acos](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Acos) | Doing | Doing | Doing | math_ops +| [mindspore.ops.operations.AvgPool](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AvgPool) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Erf](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Erf) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Erfc](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Erfc) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Sin](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sin) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.NMSWithMask](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.NMSWithMask) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Abs](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Abs) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Sign](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Sign) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.Round](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Round) | Supported | Doing | Doing | math_ops +| [mindspore.ops.operations.ExpandDims](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ExpandDims) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.DType](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DType) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.SameTypeShape](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SameTypeShape) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Cast](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Cast) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.IsSubClass](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsSubClass) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.IsInstance](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsInstance) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Reshape](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Reshape) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Shape](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Shape) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Squeeze](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Squeeze) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Transpose](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Transpose) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.GatherV2](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GatherV2) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Split](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Split) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.Rank](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Rank) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.TruncatedNormal](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TruncatedNormal) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.Size](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Size) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Fill](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Fill) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.OnesLike](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.OnesLike) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ZerosLike](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ZerosLike) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.TupleToArray](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TupleToArray) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.ScalarToArray](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarToArray) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.ScalarToTensor](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarToTensor) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.InvertPermutation](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InvertPermutation) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.Argmax](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmax) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.Argmin](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Argmin) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.ArgMaxWithValue](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMaxWithValue) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ArgMinWithValue](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ArgMinWithValue) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.Tile](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Tile) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.UnsortedSegmentSum](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentSum) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.UnsortedSegmentMin](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.UnsortedSegmentMin) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.Concat](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Concat) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Slice](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Slice) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Select](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Select) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.StridedSlice](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.StridedSlice) | Supported | Supported | Doing | array_ops +| [mindspore.ops.operations.Diag](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Diag) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.DiagPart](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DiagPart) | Doing | Doing | Doing | array_ops +| [mindspore.ops.operations.Eye](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Eye) | Supported | Supported | Supported | array_ops +| [mindspore.ops.operations.ScatterNd](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterNd) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ResizeNearestNeighbor](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ResizeNearestNeighbor) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.GatherNd](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GatherNd) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ApplyFtrl](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ApplyFtrl) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ScatterNdUpdate](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterNdUpdate) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ScatterUpdate](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScatterUpdate) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.SpaceToDepth](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToDepth) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.DepthToSpace](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.DepthToSpace) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.SpaceToBatch](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.SpaceToBatch) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.BatchToSpace](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BatchToSpace) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.IsFinite](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IsFinite) | Supported | Doing | Doing | array_ops +| [mindspore.ops.operations.ReduceOp](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceOp) | Supported | Supported | Doing | comm_ops +| [mindspore.ops.operations.AllReduce](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllReduce) | Doing | Supported | Doing | comm_ops +| [mindspore.ops.operations.AllGather](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.AllGather) | Doing | Supported | Doing | comm_ops +| [mindspore.ops.operations.ReduceScatter](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ReduceScatter) | Doing | Supported | Doing | comm_ops +| [mindspore.ops.operations.Broadcast](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Broadcast) | Doing | Doing | Doing | comm_ops +| [mindspore.ops.operations.ControlDepend](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ControlDepend) | Supported | Supported | Supported | control_ops +| [mindspore.ops.operations.GeSwitch](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.GeSwitch) | Doing | Doing | Doing | control_ops +| [mindspore.ops.operations.Merge](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Merge) | Doing | Doing | Doing | control_ops +| [mindspore.ops.operations.ScalarSummary](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarSummary) | Supported | Supported | Doing | debug_ops +| [mindspore.ops.operations.ImageSummary](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ImageSummary) | Supported | Supported | Doing | debug_ops +| [mindspore.ops.operations.TensorSummary](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.TensorSummary) | Supported | Supported | Doing | debug_ops +| [mindspore.ops.operations.HistogramSummary](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.HistogramSummary) | Supported | Supported | Doing | debug_ops +| [mindspore.ops.operations.InsertGradientOf](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.InsertGradientOf) | Supported | Supported | Supported | debug_ops +| [mindspore.ops.operations.Print](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Print) | Supported | Doing | Doing | debug_ops +| [mindspore.ops.operations.Assign](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.Assign) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.BoundingBoxEncode](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BoundingBoxEncode) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.BoundingBoxDecode](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.BoundingBoxDecode) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.CheckValid](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.CheckValid) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.IOU](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.IOU) | Supported | Doing | Doing | other_ops +| [mindspore.ops.operations.MakeRefKey](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.MakeRefKey) | Supported | Supported | Supported | other_ops +| [mindspore.ops.operations.RandomChoiceWithMask](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.RandomChoiceWithMask) | Doing| Doing | Doing | random_ops +| [mindspore.ops.operations.ScalarCast](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/api/python/mindspore/mindspore.ops.operations.html#mindspore.ops.operations.ScalarCast) | Supported | Supported | Supported | inner_ops diff --git a/install/mindspore_cpu_install.md b/install/mindspore_cpu_install.md index 6c3e8be5..9de7fa67 100644 --- a/install/mindspore_cpu_install.md +++ b/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 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
**安装依赖：**
与可执行文件安装依赖相同 | +| MindSpore 0.3.0-alpha | Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
**安装依赖：**
与可执行文件安装依赖相同 | - Ubuntu版本为18.04时，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 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/setup.py) | 与可执行文件安装依赖相同 | +| MindArmour 0.3.0-alpha | Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/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。 diff --git a/install/mindspore_cpu_install_en.md b/install/mindspore_cpu_install_en.md index b856dcdd..c4eb8b0d 100644 --- a/install/mindspore_cpu_install_en.md +++ b/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 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
same as the executable file installation dependencies. | +| MindSpore 0.3.0-alpha | Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
same as the executable file installation dependencies. | - When Ubuntu version is 18.04, 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 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/setup.py). | Same as the executable file installation dependencies. | +| MindArmour 0.3.0-alpha | Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/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. diff --git a/install/mindspore_cpu_win_install.md b/install/mindspore_cpu_win_install.md index 0b7bdd0d..d02da14a 100644 --- a/install/mindspore_cpu_win_install.md +++ b/install/mindspore_cpu_win_install.md @@ -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
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [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
- [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404
- [CMake](https://cmake.org/download/) 3.14.1
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
**安装依赖：**
与可执行文件安装依赖相同 | +| MindSpore 0.3.0-alpha | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [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
- [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404
- [CMake](https://cmake.org/download/) 3.14.1
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
**安装依赖：**
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。 diff --git a/install/mindspore_cpu_win_install_en.md b/install/mindspore_cpu_win_install_en.md index 8903b47c..21d1abda 100644 --- a/install/mindspore_cpu_win_install_en.md +++ b/install/mindspore_cpu_win_install_en.md @@ -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
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [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
- [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404
- [CMake](https://cmake.org/download/) 3.14.1
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
**Installation dependencies:**
same as the executable file installation dependencies. | +| MindSpore 0.3.0-alpha | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [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
- [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404
- [CMake](https://cmake.org/download/) 3.14.1
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
**Installation dependencies:**
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. diff --git a/install/mindspore_d_install.md b/install/mindspore_d_install.md index 6f4d0741..7268c833 100644 --- a/install/mindspore_d_install.md +++ b/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 16.04（及以上） aarch64
- Ubuntu 16.04（及以上） x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- Ascend 910 AI处理器配套软件包（对应版本Atlas T 1.1.T107）
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- Ascend 910 AI处理器配套软件包（对应版本Atlas T 1.1.T107）
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
**安装依赖：**
与可执行文件安装依赖相同 | +| MindSpore 0.3.0-alpha | - Ubuntu 16.04（及以上） aarch64
- Ubuntu 16.04（及以上） x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- Ascend 910 AI处理器配套软件包（对应版本Atlas T 1.1.T107）
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- Ascend 910 AI处理器配套软件包（对应版本Atlas T 1.1.T107）
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
**安装依赖：**
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 T 1.1.T107）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。 - Ubuntu版本为18.04时，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 16.04（及以上） aarch64
- Ubuntu 16.04（及以上） x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64
| - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [node.js](https://nodejs.org/en/download/) >= 10.19.0
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3
**安装依赖：**
与可执行文件安装依赖相同 | +| MindInsight 0.3.0-alpha | - Ubuntu 16.04（及以上） aarch64
- Ubuntu 16.04（及以上） x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64
| - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [node.js](https://nodejs.org/en/download/) >= 10.19.0
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3
**安装依赖：**
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 16.04（及以上） aarch64
- Ubuntu 16.04（及以上） x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64
| - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/setup.py) | 与可执行文件安装依赖相同 | +| MindArmour 0.3.0-alpha | - Ubuntu 16.04（及以上） aarch64
- Ubuntu 16.04（及以上） x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64
| - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/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。 diff --git a/install/mindspore_d_install_en.md b/install/mindspore_d_install_en.md index 86fbf76c..690ef72c 100644 --- a/install/mindspore_d_install_en.md +++ b/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 16.04 or later aarch64
- Ubuntu 16.04 or later x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- Ascend 910 AI processor software package(Version:Atlas T 1.1.T107)
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- Ascend 910 AI processor software package(Version:Atlas T 1.1.T107)
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
**Installation dependencies:**
same as the executable file installation dependencies. | +| MindSpore 0.3.0-alpha | - Ubuntu 16.04 or later aarch64
- Ubuntu 16.04 or later x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- Ascend 910 AI processor software package(Version:Atlas T 1.1.T107)
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- Ascend 910 AI processor software package(Version:Atlas T 1.1.T107)
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
**Installation dependencies:**
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 T 1.1.T107). 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. - When Ubuntu version is 18.04, 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 16.04 or later aarch64
- Ubuntu 16.04 or later x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64
| - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [node.js](https://nodejs.org/en/download/) >= 10.19.0
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3
**Installation dependencies:**
same as the executable file installation dependencies. | +| MindInsight 0.3.0-alpha | - Ubuntu 16.04 or later aarch64
- Ubuntu 16.04 or later x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64
| - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [node.js](https://nodejs.org/en/download/) >= 10.19.0
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3
**Installation dependencies:**
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 16.04 or later aarch64
- Ubuntu 16.04 or later x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64
| - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/setup.py). | Same as the executable file installation dependencies. | +| MindArmour 0.3.0-alpha | - Ubuntu 16.04 or later aarch64
- Ubuntu 16.04 or later x86_64
- EulerOS 2.8 aarch64
- EulerOS 2.5 x86_64
| - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/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. diff --git a/install/mindspore_gpu_install.md b/install/mindspore_gpu_install.md index 47178d7d..bfb7fa65 100644 --- a/install/mindspore_gpu_install.md +++ b/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 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base)
- [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6
- [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）
- [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）
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
- [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69
- [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30
- [Automake](https://www.gnu.org/software/automake) >= 1.15.1
- [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base)
- [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6
**安装依赖：**
与可执行文件安装依赖相同 | +| MindSpore 0.3.0-alpha | Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base)
- [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6
- [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）
- [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）
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
- [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69
- [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30
- [Automake](https://www.gnu.org/software/automake) >= 1.15.1
- [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base)
- [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6
**安装依赖：**
与可执行文件安装依赖相同 | - Ubuntu版本为18.04时，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。 @@ -124,7 +124,7 @@ | 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 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [node.js](https://nodejs.org/en/download/) >= 10.19.0
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3
**安装依赖：**
与可执行文件安装依赖相同 | +| MindInsight 0.3.0-alpha | - Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.3/requirements.txt) | **编译依赖：**
- [Python](https://www.python.org/downloads/) 3.7.5
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [node.js](https://nodejs.org/en/download/) >= 10.19.0
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3
**安装依赖：**
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。 @@ -189,7 +189,7 @@ | 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 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/setup.py) | 与可执行文件安装依赖相同 | +| MindArmour 0.3.0-alpha | Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/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。 diff --git a/install/mindspore_gpu_install_en.md b/install/mindspore_gpu_install_en.md index f1e705ff..c9888dee 100644 --- a/install/mindspore_gpu_install_en.md +++ b/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 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base)
- [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6
- [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)
- [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)
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
- [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69
- [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30
- [Automake](https://www.gnu.org/software/automake) >= 1.15.1
- [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base)
- [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6
**Installation dependencies:**
same as the executable file installation dependencies. | +| MindSpore 0.3.0-alpha | Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base)
- [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6
- [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)
- [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)
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5
- [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69
- [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30
- [Automake](https://www.gnu.org/software/automake) >= 1.15.1
- [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base)
- [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6
**Installation dependencies:**
same as the executable file installation dependencies. | - When Ubuntu version is 18.04, 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. @@ -124,7 +124,7 @@ 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 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [node.js](https://nodejs.org/en/download/) >= 10.19.0
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3
**Installation dependencies:**
same as the executable file installation dependencies. | +| MindInsight 0.3.0-alpha | - Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.3/requirements.txt). | **Compilation dependencies:**
- [Python](https://www.python.org/downloads/) 3.7.5
- [CMake](https://cmake.org/download/) >= 3.14.1
- [GCC](https://gcc.gnu.org/releases.html) 7.3.0
- [node.js](https://nodejs.org/en/download/) >= 10.19.0
- [wheel](https://pypi.org/project/wheel/) >= 0.32.0
- [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3
**Installation dependencies:**
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. @@ -191,7 +191,7 @@ 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 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore master
- For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/setup.py). | Same as the executable file installation dependencies. | +| MindArmour 0.3.0-alpha | Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5
- MindSpore 0.3.0-alpha
- For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.3/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. diff --git a/resource/faq/FAQ_en.md b/resource/faq/FAQ_en.md index d51a0e4f..7fc2e4b2 100644 --- a/resource/faq/FAQ_en.md +++ b/resource/faq/FAQ_en.md @@ -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/r0.3/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/0.3.0-alpha/roadmap.html) and project [Release Notes](https://gitee.com/mindspore/mindspore/blob/r0.3/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/0.3.0-alpha/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/0.3.0-alpha/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/0.3.0-alpha/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/0.3.0-alpha/advanced_use/network_migration.html).
diff --git a/resource/faq/FAQ_zh_cn.md b/resource/faq/FAQ_zh_cn.md index 8e4e5876..fa1723e0 100644 --- a/resource/faq/FAQ_zh_cn.md +++ b/resource/faq/FAQ_zh_cn.md @@ -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/r0.3/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/0.3.0-alpha/roadmap.html)和项目[Release note](https://gitee.com/mindspore/mindspore/blob/r0.3/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/0.3.0-alpha/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/0.3.0-alpha/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/0.3.0-alpha/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/0.3.0-alpha/advanced_use/network_migration.html)的介绍。
diff --git a/tutorials/source_en/advanced_use/checkpoint_for_hybrid_parallel.md b/tutorials/source_en/advanced_use/checkpoint_for_hybrid_parallel.md index fb87d25a..6ee34862 100644 --- a/tutorials/source_en/advanced_use/checkpoint_for_hybrid_parallel.md +++ b/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/0.3.0-alpha/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. diff --git a/tutorials/source_en/advanced_use/network_migration.md b/tutorials/source_en/advanced_use/network_migration.md index f9982b19..98dc2c7e 100644 --- a/tutorials/source_en/advanced_use/network_migration.md +++ b/tutorials/source_en/advanced_use/network_migration.md @@ -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/0.3.0-alpha/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/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d) and [BatchNorm](https://www.mindspore.cn/api/en/0.3.0-alpha/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: @@ -63,11 +63,11 @@ The ResNet-50 network migration and training on the Ascend 910 is used as an exa 1. Import MindSpore modules. - Import the corresponding MindSpore modules based on the required APIs. For details about the module list, see . + Import the corresponding MindSpore modules based on the required APIs. For details about the module list, see . 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/0.3.0-alpha/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/0.3.0-alpha/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'}) @@ -264,17 +264,17 @@ 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/0.3.0-alpha/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/0.3.0-alpha/use/multi_platform_inference.html) for detailed steps. ## Examples 1. [Common network script examples](https://gitee.com/mindspore/mindspore/tree/r0.3/example) -2. [Common dataset examples](https://www.mindspore.cn/tutorial/en/master/use/data_preparation/loading_the_datasets.html) +2. [Common dataset examples](https://www.mindspore.cn/tutorial/en/0.3.0-alpha/use/data_preparation/loading_the_datasets.html) 3. [Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.3/mindspore/model_zoo) diff --git a/tutorials/source_en/conf.py b/tutorials/source_en/conf.py index 0a00ad8d..2ff47929 100644 --- a/tutorials/source_en/conf.py +++ b/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 = '0.3.0-alpha' # -- General configuration --------------------------------------------------- diff --git a/tutorials/source_en/quick_start/quick_start.md b/tutorials/source_en/quick_start/quick_start.md index b5b09176..805a826e 100644 --- a/tutorials/source_en/quick_start/quick_start.md +++ b/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/0.3.0-alpha/index.html). ### Configuring the Running Information @@ -178,7 +178,7 @@ 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/0.3.0-alpha/use/data_preparation/data_processing_and_augmentation.html). ## Defining the Network diff --git a/tutorials/source_en/use/defining_the_network.rst b/tutorials/source_en/use/defining_the_network.rst index a530f34d..c93726dd 100644 --- a/tutorials/source_en/use/defining_the_network.rst +++ b/tutorials/source_en/use/defining_the_network.rst @@ -4,5 +4,5 @@ Defining the Network .. toctree:: :maxdepth: 1 - Network List + Network List custom_operator \ No newline at end of file diff --git a/tutorials/source_en/use/multi_platform_inference.md b/tutorials/source_en/use/multi_platform_inference.md index 6ab2aa30..ab651d2f 100644 --- a/tutorials/source_en/use/multi_platform_inference.md +++ b/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/0.3.0-alpha/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/0.3.0-alpha/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/0.3.0-alpha/advanced_use/on_device_inference.html) for details. diff --git a/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md b/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md index c18ca9c0..c5057851 100644 --- a/tutorials/source_zh_cn/advanced_use/checkpoint_for_hybrid_parallel.md +++ b/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/0.3.0-alpha/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。 diff --git a/tutorials/source_zh_cn/advanced_use/network_migration.md b/tutorials/source_zh_cn/advanced_use/network_migration.md index dd8b1649..6496c4d4 100644 --- a/tutorials/source_zh_cn/advanced_use/network_migration.md +++ b/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/0.3.0-alpha/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/0.3.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Conv2d)和[BatchNorm](https://www.mindspore.cn/api/zh-CN/0.3.0-alpha/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。 @@ -61,11 +61,11 @@ MindSpore与TensorFlow、PyTorch在网络结构组织方式上，存在一定差 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。 + 根据所需使用的接口，导入相应的MindSpore模块，模块列表详见。 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/0.3.0-alpha/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/0.3.0-alpha/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'}) @@ -259,16 +259,16 @@ 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/0.3.0-alpha/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/0.3.0-alpha/use/multi_platform_inference.html)。 ## 样例参考 1. [常用网络脚本样例](https://gitee.com/mindspore/mindspore/tree/r0.3/example) -2. [常用数据集读取样例](https://www.mindspore.cn/tutorial/zh-CN/master/use/data_preparation/loading_the_datasets.html) +2. [常用数据集读取样例](https://www.mindspore.cn/tutorial/zh-CN/0.3.0-alpha/use/data_preparation/loading_the_datasets.html) 3. [Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.3/mindspore/model_zoo) \ No newline at end of file diff --git a/tutorials/source_zh_cn/conf.py b/tutorials/source_zh_cn/conf.py index c2d1fb82..6a190db8 100644 --- a/tutorials/source_zh_cn/conf.py +++ b/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 = '0.3.0-alpha' # -- General configuration --------------------------------------------------- diff --git a/tutorials/source_zh_cn/quick_start/quick_start.md b/tutorials/source_zh_cn/quick_start/quick_start.md index 87777cdd..30958a25 100644 --- a/tutorials/source_zh_cn/quick_start/quick_start.md +++ b/tutorials/source_zh_cn/quick_start/quick_start.md @@ -84,7 +84,7 @@ 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/0.3.0-alpha/index.html)中搜索查询。 ### 配置运行信息 @@ -179,7 +179,7 @@ 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/0.3.0-alpha/use/data_preparation/data_processing_and_augmentation.html)章节。 ## 定义网络 diff --git a/tutorials/source_zh_cn/use/defining_the_network.rst b/tutorials/source_zh_cn/use/defining_the_network.rst index d6d2bfba..3adaed34 100644 --- a/tutorials/source_zh_cn/use/defining_the_network.rst +++ b/tutorials/source_zh_cn/use/defining_the_network.rst @@ -4,5 +4,5 @@ .. toctree:: :maxdepth: 1 - 网络支持 + 网络支持 custom_operator \ No newline at end of file diff --git a/tutorials/source_zh_cn/use/multi_platform_inference.md b/tutorials/source_zh_cn/use/multi_platform_inference.md index a1c2a933..97d86bf9 100644 --- a/tutorials/source_zh_cn/use/multi_platform_inference.md +++ b/tutorials/source_zh_cn/use/multi_platform_inference.md @@ -29,16 +29,16 @@ res = model.eval(dataset) ## Ascend 310 AI处理器上推理 -1. 参考[模型导出](https://www.mindspore.cn/tutorial/zh-CN/master/use/saving_and_loading_model_parameters.html#geironnx)生成ONNX或GEIR模型。 +1. 参考[模型导出](https://www.mindspore.cn/tutorial/zh-CN/0.3.0-alpha/use/saving_and_loading_model_parameters.html#geironnx)生成ONNX或GEIR模型。 2. 云上环境请参考[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。裸机环境（对比云上环境，即本地有Ascend 310 AI 处理器）请参考Ascend 310 AI处理器配套软件包的说明文档。 ## GPU上推理 -1. 参考[模型导出](https://www.mindspore.cn/tutorial/zh-CN/master/use/saving_and_loading_model_parameters.html#geironnx)生成ONNX模型。 +1. 参考[模型导出](https://www.mindspore.cn/tutorial/zh-CN/0.3.0-alpha/use/saving_and_loading_model_parameters.html#geironnx)生成ONNX模型。 2. 参考[TensorRT backend for ONNX](https://github.com/onnx/onnx-tensorrt)，在Nvidia GPU上完成推理操作。 ## 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/0.3.0-alpha/advanced_use/on_device_inference.html)。 \ No newline at end of file -- GitLab