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提交 90eeb351 编写于 作者: T Ting Wang
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update links of 0.2.0-alpha 

Signed-off-by: NTing Wang <kathy.wangting@huawei.com>
上级 a8a8f427
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api/source_en/conf.py
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...@@ -29,7 +29,7 @@ copyright = '2020, MindSpore' ...@@ -29,7 +29,7 @@ copyright = '2020, MindSpore'
author = 'MindSpore' author = 'MindSpore'
# The full version, including alpha/beta/rc tags # The full version, including alpha/beta/rc tags
release = 'master' release = '0.2.0-alpha'
# -- General configuration --------------------------------------------------- # -- General configuration ---------------------------------------------------
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api/source_en/index.rst
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...@@ -43,4 +43,4 @@ MindSpore API ...@@ -43,4 +43,4 @@ MindSpore API
:maxdepth: 1 :maxdepth: 1
:caption: C++ API :caption: C++ API
predict <https://www.mindspore.cn/apicc/en/master/predict/namespacemembers.html> predict <https://www.mindspore.cn/apicc/en/0.2.0-alpha/predict/namespacemembers.html>
api/source_zh_cn/conf.py
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...@@ -29,7 +29,7 @@ copyright = '2020, MindSpore' ...@@ -29,7 +29,7 @@ copyright = '2020, MindSpore'
author = 'MindSpore' author = 'MindSpore'
# The full version, including alpha/beta/rc tags # The full version, including alpha/beta/rc tags
release = 'master' release = '0.2.0-alpha'
# -- General configuration --------------------------------------------------- # -- General configuration ---------------------------------------------------
......
api/source_zh_cn/index.rst
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...@@ -43,4 +43,4 @@ MindSpore API ...@@ -43,4 +43,4 @@ MindSpore API
:maxdepth: 1 :maxdepth: 1
:caption: C++ API :caption: C++ API
predict <https://www.mindspore.cn/apicc/zh-CN/master/predict/namespacemembers.html> predict <https://www.mindspore.cn/apicc/zh-CN/0.2.0-alpha/predict/namespacemembers.html>
docs/source_en/benchmark.md
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# Benchmarks # Benchmarks
This document describes the MindSpore benchmarks. This document describes the MindSpore benchmarks.
For details about the MindSpore pre-trained model, see [Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/mindspore/model_zoo). For details about the MindSpore pre-trained model, see [Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.2/mindspore/model_zoo).
## Training Performance ## Training Performance
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docs/source_en/conf.py
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...@@ -20,7 +20,7 @@ copyright = '2020, MindSpore' ...@@ -20,7 +20,7 @@ copyright = '2020, MindSpore'
author = 'MindSpore' author = 'MindSpore'
# The full version, including alpha/beta/rc tags # The full version, including alpha/beta/rc tags
release = 'master' release = '0.2.0-alpha'
# -- General configuration --------------------------------------------------- # -- General configuration ---------------------------------------------------
......
docs/source_en/constraints_on_network_construction.md
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...@@ -3,23 +3,23 @@ ...@@ -3,23 +3,23 @@
<!-- TOC --> <!-- TOC -->
- [Constraints on Network Construction Using Python](#constraints-on-network-construction-using-python) - [Constraints on Network Construction Using Python](#constraints-on-network-construction-using-python)
- [Overview](#overview) - [Overview](#overview)
- [Syntax Constraints](#syntax-constraints) - [Syntax Constraints](#syntax-constraints)
- [Supported Python Data Types](#supported-python-data-types) - [Supported Python Data Types](#supported-python-data-types)
- [MindSpore Extended Data Type](#mindspore-extended-data-type) - [MindSpore Extended Data Type](#mindspore-extended-data-type)
- [Expression Types](#expression-types) - [Expression Types](#expression-types)
- [Statement Types](#statement-types) - [Statement Types](#statement-types)
- [System Functions](#system-functions) - [System Functions](#system-functions)
- [Function Parameters](#function-parameters) - [Function Parameters](#function-parameters)
- [Operators](#operators) - [Operators](#operators)
- [Index operation](#index-operation) - [Index operation](#index-operation)
- [Unsupported Syntax](#unsupported-syntax) - [Unsupported Syntax](#unsupported-syntax)
- [Network Definition Constraints](#network-definition-constraints) - [Network Definition Constraints](#network-definition-constraints)
- [Instance Types on the Entire Network](#instance-types-on-the-entire-network) - [Instance Types on the Entire Network](#instance-types-on-the-entire-network)
- [Network Input Type](#network-input-type) - [Network Input Type](#network-input-type)
- [Network Graph Optimization](#network-graph-optimization) - [Network Graph Optimization](#network-graph-optimization)
- [Network Construction Components](#network-construction-components) - [Network Construction Components](#network-construction-components)
- [Other Constraints](#other-constraints) - [Other Constraints](#other-constraints)
<!-- /TOC --> <!-- /TOC -->
...@@ -129,8 +129,8 @@ Currently, the following syntax is not supported in network constructors: ...@@ -129,8 +129,8 @@ Currently, the following syntax is not supported in network constructors:
## Network Definition Constraints ## Network Definition Constraints
### Instance Types on the Entire Network ### 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. * Common Python function with the [@ms_function](https://www.mindspore.cn/api/en/0.2.0-alpha/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). * Cell subclass inherited from [nn.Cell](https://www.mindspore.cn/api/en/0.2.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell).
### Network Input Type ### Network Input Type
* The training data input parameters of the entire network must be of the Tensor type. * The training data input parameters of the entire network must be of the Tensor type.
...@@ -143,13 +143,13 @@ Currently, the following syntax is not supported in network constructors: ...@@ -143,13 +143,13 @@ Currently, the following syntax is not supported in network constructors:
| Category | Content | 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/0.2.0-alpha/api/python/mindspore/mindspore.nn.html), and custom [Cell](https://www.mindspore.cn/api/en/0.2.0-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. | 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. | Function | Custom Python functions and system functions listed in the preceding content.
| Dataclass instance | Class decorated with @dataclass. | 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). | Primitive operator |[mindspore/ops/operations/*](https://www.mindspore.cn/api/en/0.2.0-alpha/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). | Composite operator |[mindspore/ops/composite/*](https://www.mindspore.cn/api/en/0.2.0-alpha/api/python/mindspore/mindspore.ops.composite.html).
| Operator generated by constexpr |Uses the value generated by [@constexpr](https://www.mindspore.cn/api/en/master/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr) to calculate operators. | Operator generated by constexpr |Uses the value generated by [@constexpr](https://www.mindspore.cn/api/en/0.2.0-alpha/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr) to calculate operators.
### Other Constraints ### Other Constraints
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docs/source_en/operator_list.md
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docs/source_zh_cn/benchmark.md
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# 基准性能 # 基准性能
本文介绍MindSpore的基准性能。MindSpore预训练模型可参考[Model Zoo](https://gitee.com/mindspore/mindspore/tree/master/mindspore/model_zoo)。 本文介绍MindSpore的基准性能。MindSpore预训练模型可参考[Model Zoo](https://gitee.com/mindspore/mindspore/tree/r0.2/mindspore/model_zoo)。
## 训练性能 ## 训练性能
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docs/source_zh_cn/conf.py
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author = 'MindSpore' author = 'MindSpore'
# The full version, including alpha/beta/rc tags # The full version, including alpha/beta/rc tags
release = 'master' release = '0.2.0-alpha'
# -- General configuration --------------------------------------------------- # -- General configuration ---------------------------------------------------
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docs/source_zh_cn/constraints_on_network_construction.md
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## 网络定义约束 ## 网络定义约束
### 整网实例类型 ### 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。 * 带[@ms_function](https://www.mindspore.cn/api/zh-CN/0.2.0-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/master/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)的Cell子类。 * 继承自[nn.Cell](https://www.mindspore.cn/api/zh-CN/0.2.0-alpha/api/python/mindspore/mindspore.nn.html#mindspore.nn.Cell)的Cell子类。
### 网络输入类型 ### 网络输入类型
* 整网的训练数据输入参数只能是Tensor类型。 * 整网的训练数据输入参数只能是Tensor类型。
...@@ -141,13 +141,13 @@ ...@@ -141,13 +141,13 @@
| 类别 | 内容 | 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/0.2.0-alpha/api/python/mindspore/mindspore.nn.html)、自定义[Cell](https://www.mindspore.cn/api/zh-CN/0.2.0-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。 | `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。 | 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。 | 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) | Primitive算子 |[mindspore/ops/operations/*](https://www.mindspore.cn/api/zh-CN/0.2.0-alpha/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) | Composite算子 |[mindspore/ops/composite/*](https://www.mindspore.cn/api/zh-CN/0.2.0-alpha/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。 | constexpr生成算子 |使用[@constexpr](https://www.mindspore.cn/api/zh-CN/0.2.0-alpha/api/python/mindspore/mindspore.ops.html#mindspore.ops.constexpr)生成的值计算算子。
### 其他约束 ### 其他约束
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docs/source_zh_cn/operator_list.md
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install/mindspore_cpu_install.md
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| 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 | | 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 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 | | MindSpore 0.2.0-alpha | Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
- Ubuntu版本为18.04时，GCC 7.3.0可以直接通过apt命令安装。 - 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。 - 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 @@ ...@@ -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 | | 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 <br> - MindSpore master<br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/master/setup.py) | 与可执行文件安装依赖相同 | | MindArmour 0.2.0-alpha | Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha<br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.2/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。 - 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。
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install/mindspore_cpu_install_en.md
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| Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies | | 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 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> same as the executable file installation dependencies. | | MindSpore 0.2.0-alpha | Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> same as the executable file installation dependencies. |
- When Ubuntu version is 18.04, GCC 7.3.0 can be installed by using apt command. - 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. - 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 ...@@ -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 | | 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 <br> - MindSpore master <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/master/setup.py). | Same as the executable file installation dependencies. | | MindArmour 0.2.0-alpha | Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.2/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. - 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.
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| 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 | | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
| ---- | :--- | :--- | :--- | | ---- | :--- | :--- | :--- |
| MindSpore master | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 | | MindSpore 0.2.0-alpha | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
- 在联网状态下，安装whl包时会自动下载requirements.txt中的依赖项，其余情况需自行安装。 - 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。
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install/mindspore_cpu_win_install_en.md
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| Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies | | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
| ---- | :--- | :--- | :--- | | ---- | :--- | :--- | :--- |
| MindSpore master | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. | | MindSpore 0.2.0-alpha | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
- When the network is connected, dependency items in the requirements.txt file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items. - When the network is connected, dependency items in the requirements.txt file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
......
install/mindspore_d_install.md
浏览文件 @ 90eeb351
...@@ -33,7 +33,7 @@ ...@@ -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 | | 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 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI处理器配套软件包（对应版本Atlas T 1.1.T107） <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI处理器配套软件包（对应版本Atlas T 1.1.T107） <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 | | MindSpore 0.2.0-alpha | - Ubuntu 16.04（及以上） x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI处理器配套软件包（对应版本Atlas T 1.1.T107） <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI处理器配套软件包（对应版本Atlas T 1.1.T107） <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
- 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。 - 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。 - 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 @@ ...@@ -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 | | 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 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/master/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 | | MindInsight 0.2.0-alpha | - Ubuntu 16.04（及以上） x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
- 在联网状态下，安装whl包时会自动下载requirements.txt中的依赖项，其余情况需自行安装。 - 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 @@ ...@@ -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 | | 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 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/master/setup.py) | 与可执行文件安装依赖相同 | | MindArmour 0.2.0-alpha | - Ubuntu 16.04（及以上） x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.2/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。 - 在联网状态下，安装whl包时会自动下载setup.py中的依赖项，其余情况需自行安装。
......
install/mindspore_d_install_en.md
浏览文件 @ 90eeb351
...@@ -32,7 +32,7 @@ This document describes how to quickly install MindSpore on an Ascend AI process ...@@ -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 | | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
| ---- | :--- | :--- | :--- | | ---- | :--- | :--- | :--- |
| MindSpore master | - Ubuntu 16.04 or later x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI processor software package(Version:Atlas T 1.1.T107) <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI processor software package(Version:Atlas T 1.1.T107) <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. | | MindSpore 0.2.0-alpha | - Ubuntu 16.04 or later x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI processor software package(Version:Atlas T 1.1.T107) <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - Ascend 910 AI processor software package(Version:Atlas T 1.1.T107) <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
- Confirm that the current user has the right to access the installation path `/usr/local/Ascend `of Ascend 910 AI processor software package(Version:Atlas 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. - 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. - 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 ...@@ -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 | | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
| ---- | :--- | :--- | :--- | | ---- | :--- | :--- | :--- |
| MindInsight master | - Ubuntu 16.04 or later x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/master/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. | | MindInsight 0.2.0-alpha | - Ubuntu 16.04 or later x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
- When the network is connected, dependency items in the requirements.txt file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items. - 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 ...@@ -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 | | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
| ---- | :--- | :--- | :--- | | ---- | :--- | :--- | :--- |
| MindArmour master | - Ubuntu 16.04 or later x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore master <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/master/setup.py). | Same as the executable file installation dependencies. | | MindArmour 0.2.0-alpha | - Ubuntu 16.04 or later x86_64 <br> - EulerOS 2.8 arrch64 <br> - EulerOS 2.5 x86_64 <br> | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.2/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. - When the network is connected, dependency items in the setup.py file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items.
......
install/mindspore_gpu_install.md
浏览文件 @ 90eeb351
...@@ -28,7 +28,7 @@ ...@@ -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 | | 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 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> - [OpenMPI](https://www.open-mpi.org/faq/?category=building#easy-build) 3.1.5 （可选，单机多卡/多机多卡训练需要） <br> - [NCCL](https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html#debian) 2.4.8-1 （可选，单机多卡/多机多卡训练需要） <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69 <br> - [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30 <br> - [Automake](https://www.gnu.org/software/automake) >= 1.15.1 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 | | MindSpore 0.2.0-alpha | Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> - [OpenMPI](https://www.open-mpi.org/faq/?category=building#easy-build) 3.1.5 （可选，单机多卡/多机多卡训练需要） <br> - [NCCL](https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html#debian) 2.4.8-1 （可选，单机多卡/多机多卡训练需要） <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69 <br> - [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30 <br> - [Automake](https://www.gnu.org/software/automake) >= 1.15.1 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
- Ubuntu版本为18.04时，GCC 7.3.0可以直接通过apt命令安装。 - 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。 - 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 @@ ...@@ -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 | | 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 <br> - MindSpore master <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/master/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 | | MindInsight 0.2.0-alpha | - Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
- 在联网状态下，安装whl包时会自动下载requirements.txt中的依赖项，其余情况需自行安装。 - 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 @@ ...@@ -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 | | 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 <br> - MindSpore master <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/master/setup.py) | 与可执行文件安装依赖相同 | | MindArmour 0.2.0-alpha | Ubuntu 16.04（及以上） x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - 其他依赖项参见[setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.2/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。 - 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。
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install/mindspore_gpu_install_en.md
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...@@ -28,7 +28,7 @@ This document describes how to quickly install MindSpore on a NVIDIA GPU environ ...@@ -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 | | 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 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> - [OpenMPI](https://www.open-mpi.org/faq/?category=building#easy-build) 3.1.5 (optional, required for single-node/multi-GPU and multi-node/multi-GPU training) <br> - [NCCL](https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html#debian) 2.4.8-1 (optional, required for single-node/multi-GPU and multi-node/multi-GPU training) <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69 <br> - [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30 <br> - [Automake](https://www.gnu.org/software/automake) >= 1.15.1 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. | | MindSpore 0.2.0-alpha | Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> - [OpenMPI](https://www.open-mpi.org/faq/?category=building#easy-build) 3.1.5 (optional, required for single-node/multi-GPU and multi-node/multi-GPU training) <br> - [NCCL](https://docs.nvidia.com/deeplearning/sdk/nccl-install-guide/index.html#debian) 2.4.8-1 (optional, required for single-node/multi-GPU and multi-node/multi-GPU training) <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [patch](http://ftp.gnu.org/gnu/patch/) >= 2.5 <br> - [Autoconf](https://www.gnu.org/software/autoconf) >= 2.69 <br> - [Libtool](https://www.gnu.org/software/libtool) >= 2.4.6-29.fc30 <br> - [Automake](https://www.gnu.org/software/automake) >= 1.15.1 <br> - [CUDA 9.2](https://developer.nvidia.com/cuda-92-download-archive) / [CUDA 10.1](https://developer.nvidia.com/cuda-10.1-download-archive-base) <br> - [CuDNN](https://developer.nvidia.com/rdp/cudnn-archive) >= 7.6 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
- When Ubuntu version is 18.04, GCC 7.3.0 can be installed by using apt command. - 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. - 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 ...@@ -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 | | 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 <br> - MindSpore master <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/master/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. | | MindInsight 0.2.0-alpha | - Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindinsight/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [CMake](https://cmake.org/download/) >= 3.14.1 <br> - [GCC](https://gcc.gnu.org/releases.html) 7.3.0 <br> - [node.js](https://nodejs.org/en/download/) >= 10.19.0 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> - [pybind11](https://pypi.org/project/pybind11/) >= 2.4.3 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
- When the network is connected, dependency items in the requirements.txt file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items. - 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 ...@@ -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 | | 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 <br> - MindSpore master <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/master/setup.py). | Same as the executable file installation dependencies. | | MindArmour 0.2.0-alpha | Ubuntu 16.04 or later x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - MindSpore 0.2.0-alpha <br> - For details about other dependency items, see [setup.py](https://gitee.com/mindspore/mindarmour/blob/r0.2/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. - 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.
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Q: What types of model is currently supported by MindSpore for training ? Q: What types of model is currently supported by MindSpore for training ?
A: MindSpore has basic support for common training scenarios, please refer to [Release note](https://gitee.com/mindspore/mindspore/blob/master/RELEASE.md) for detailed information. A: MindSpore has basic support for common training scenarios, please refer to [Release note](https://gitee.com/mindspore/mindspore/blob/r0.2/RELEASE.md) for detailed information.
### Backend Support ### Backend Support
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Q：MindSpore支持哪些模型的训练？ Q：MindSpore支持哪些模型的训练？
A：MindSpore针对典型场景均有模型训练支持，支持情况详见[Release note](https://gitee.com/mindspore/mindspore/blob/master/RELEASE.md)。 A：MindSpore针对典型场景均有模型训练支持，支持情况详见[Release note](https://gitee.com/mindspore/mindspore/blob/r0.2/RELEASE.md)。
### 后端支持 ### 后端支持
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tutorials/source_en/advanced_use/mindspore_cpu_win_install.md
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...@@ -20,7 +20,7 @@ This document describes how to quickly install MindSpore on a Windows system wit ...@@ -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 | | Version | Operating System | Executable File Installation Dependencies | Source Code Compilation and Installation Dependencies |
| ---- | :--- | :--- | :--- | | ---- | :--- | :--- | :--- |
| MindSpore master | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/master/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. | | MindSpore 0.2.0-alpha | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - For details about other dependency items, see [requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt). | **Compilation dependencies:**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **Installation dependencies:**<br> same as the executable file installation dependencies. |
- When the network is connected, dependency items in the requirements.txt file are automatically downloaded during .whl package installation. In other cases, you need to manually install dependency items. - 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.
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tutorials/source_en/advanced_use/nlp_application.md
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...@@ -83,7 +83,7 @@ Currently, MindSpore GPU supports the long short-term memory (LSTM) network for ...@@ -83,7 +83,7 @@ Currently, MindSpore GPU supports the long short-term memory (LSTM) network for
Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used for processing and predicting an important event with a long interval and delay in a time sequence. For details, refer to online documentation. Long short-term memory (LSTM) is an artificial recurrent neural network (RNN) architecture used for processing and predicting an important event with a long interval and delay in a time sequence. For details, refer to online documentation.
3. After the model is obtained, use the validation dataset to check the accuracy of model. 3. After the model is obtained, use the validation dataset to check the accuracy of model.
> The current sample is for the Ascend 910 AI processor. You can find the complete executable sample code at：<https://gitee.com/mindspore/docs/tree/master/tutorials/tutorial_code/lstm> > The current sample is for the Ascend 910 AI processor. You can find the complete executable sample code at：<https://gitee.com/mindspore/docs/tree/r0.2/tutorials/tutorial_code/lstm>
> - main.py: code file, including code for data preprocessing, network definition, and model training. > - main.py: code file, including code for data preprocessing, network definition, and model training.
> - config.py: some configurations on the network, including the batch size and number of training epochs. > - config.py: some configurations on the network, including the batch size and number of training epochs.
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tutorials/source_en/conf.py
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...@@ -21,7 +21,7 @@ copyright = '2020, MindSpore' ...@@ -21,7 +21,7 @@ copyright = '2020, MindSpore'
author = 'MindSpore' author = 'MindSpore'
# The full version, including alpha/beta/rc tags # The full version, including alpha/beta/rc tags
release = 'master' release = '0.2.0-alpha'
# -- General configuration --------------------------------------------------- # -- General configuration ---------------------------------------------------
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tutorials/source_en/quick_start/quick_start.md
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...@@ -80,7 +80,7 @@ Currently, the `os` libraries are required. For ease of understanding, other req ...@@ -80,7 +80,7 @@ Currently, the `os` libraries are required. For ease of understanding, other req
import os 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/0.2.0-alpha/index.html).
### Configuring the Running Information ### Configuring the Running Information
...@@ -176,7 +176,7 @@ In the preceding information: ...@@ -176,7 +176,7 @@ 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. 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/0.2.0-alpha/use/data_preparation/data_processing_and_augmentation.html).
## Defining the Network ## Defining the Network
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...@@ -20,7 +20,7 @@ ...@@ -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 | | 版本号 | 操作系统 | 可执行文件安装依赖 | 源码编译安装依赖 |
| ---- | :--- | :--- | :--- | | ---- | :--- | :--- | :--- |
| MindSpore master | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/master/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 | | MindSpore 0.2.0-alpha | Windows 10 x86_64 | - [Python](https://www.python.org/downloads/) 3.7.5 <br> - 其他依赖项参见[requirements.txt](https://gitee.com/mindspore/mindspore/blob/r0.2/requirements.txt) | **编译依赖：**<br> - [Python](https://www.python.org/downloads/) 3.7.5 <br> - [MinGW-W64 GCC-7.3.0](https://sourceforge.net/projects/mingw-w64/files/Toolchains%20targetting%20Win64/Personal%20Builds/mingw-builds/7.3.0/threads-posix/seh/x86_64-7.3.0-release-posix-seh-rt_v5-rev0.7z) x86_64-posix-seh <br> - [ActivePerl](http://downloads.activestate.com/ActivePerl/releases/5.24.3.2404/ActivePerl-5.24.3.2404-MSWin32-x64-404865.exe) 5.24.3.2404 <br> - [CMake](https://cmake.org/download/) 3.14.1 <br> - [wheel](https://pypi.org/project/wheel/) >= 0.32.0 <br> **安装依赖：**<br> 与可执行文件安装依赖相同 |
- 在联网状态下，安装whl包时会自动下载requirements.txt中的依赖项，其余情况需自行安装。 - 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。
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tutorials/source_zh_cn/advanced_use/nlp_application.md
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...@@ -83,7 +83,7 @@ $F1分数 = (2 * Precision * Recall) / (Precision + Recall)$ ...@@ -83,7 +83,7 @@ $F1分数 = (2 * Precision * Recall) / (Precision + Recall)$
> LSTM（Long short-term memory，长短期记忆）网络是一种时间循环神经网络，适合于处理和预测时间序列中间隔和延迟非常长的重要事件。具体介绍可参考网上资料，在此不再赘述。 > LSTM（Long short-term memory，长短期记忆）网络是一种时间循环神经网络，适合于处理和预测时间序列中间隔和延迟非常长的重要事件。具体介绍可参考网上资料，在此不再赘述。
3. 得到模型之后，使用验证数据集，查看模型精度情况。 3. 得到模型之后，使用验证数据集，查看模型精度情况。
> 本例面向GPU硬件平台，你可以在这里下载完整的样例代码：<https://gitee.com/mindspore/docs/tree/master/tutorials/tutorial_code/lstm> > 本例面向GPU硬件平台，你可以在这里下载完整的样例代码：<https://gitee.com/mindspore/docs/tree/r0.2/tutorials/tutorial_code/lstm>
> - main.py：代码文件，包括数据预处理、网络定义、模型训练等代码。 > - main.py：代码文件，包括数据预处理、网络定义、模型训练等代码。
> - config.py：网络中的一些配置，包括batch size、进行几次epoch训练等。 > - config.py：网络中的一些配置，包括batch size、进行几次epoch训练等。
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tutorials/source_zh_cn/advanced_use/use_on_the_cloud.md
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...@@ -66,7 +66,7 @@ ModelArts使用对象存储服务（Object Storage Service，简称OBS）进行 ...@@ -66,7 +66,7 @@ ModelArts使用对象存储服务（Object Storage Service，简称OBS）进行
### 执行脚本准备 ### 执行脚本准备
新建一个自己的OBS桶（例如：resnet50-train），在桶中创建代码目录（例如：resnet50_cifar10_train），并将以下目录中的所有脚本上传至代码目录： 新建一个自己的OBS桶（例如：resnet50-train），在桶中创建代码目录（例如：resnet50_cifar10_train），并将以下目录中的所有脚本上传至代码目录：
> <https://gitee.com/mindspore/docs/tree/master/tutorials/tutorial_code/sample_for_cloud/>脚本使用ResNet-50网络在CIFAR-10数据集上进行训练，并在训练结束后验证精度。脚本可以在ModelArts采用`1*Ascend`或`8*Ascend`两种不同规格进行训练任务。 > <https://gitee.com/mindspore/docs/tree/r0.2/tutorials/tutorial_code/sample_for_cloud/>脚本使用ResNet-50网络在CIFAR-10数据集上进行训练，并在训练结束后验证精度。脚本可以在ModelArts采用`1*Ascend`或`8*Ascend`两种不同规格进行训练任务。
为了方便后续创建训练作业，先创建训练输出目录和日志输出目录，本示例创建的目录结构如下： 为了方便后续创建训练作业，先创建训练输出目录和日志输出目录，本示例创建的目录结构如下：
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tutorials/source_zh_cn/conf.py
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...@@ -21,7 +21,7 @@ copyright = '2020, MindSpore' ...@@ -21,7 +21,7 @@ copyright = '2020, MindSpore'
author = 'MindSpore' author = 'MindSpore'
# The full version, including alpha/beta/rc tags # The full version, including alpha/beta/rc tags
release = 'master' release = '0.2.0-alpha'
# -- General configuration --------------------------------------------------- # -- General configuration ---------------------------------------------------
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tutorials/source_zh_cn/quick_start/quick_start.md
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import os 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/0.2.0-alpha/index.html)中搜索查询。
### 配置运行信息 ### 配置运行信息
...@@ -178,7 +178,7 @@ def create_dataset(data_path, batch_size=32, repeat_size=1, ...@@ -178,7 +178,7 @@ 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。 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/0.2.0-alpha/use/data_preparation/data_processing_and_augmentation.html)章节。
## 定义网络 ## 定义网络
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