From 3a9c4e1ba939f836398e62cad22f8f379fdd8103 Mon Sep 17 00:00:00 2001
From: yingchen <chenying113@huawei.com>
Date: Wed, 3 Mar 2021 16:40:56 +0800
Subject: [PATCH 1/2] add index

---
 tutorials/training/source_zh_cn/index.rst | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/tutorials/training/source_zh_cn/index.rst b/tutorials/training/source_zh_cn/index.rst
index 42b957d7b4..ad346577d5 100644
--- a/tutorials/training/source_zh_cn/index.rst
+++ b/tutorials/training/source_zh_cn/index.rst
@@ -581,6 +581,19 @@
 									</div>
 								</a>
 							</div>
+							<div class="doc-article-item all os-Linux hardware-Ascend stage-Model-Training user-Beginner user-Intermediate user-Expert experience-Online-Experience experience-Local-Experience hidden">
+								<a href="https://www.mindspore.cn/tutorial/training/zh-CN/master/advanced_use/kernel_incremental_compilation.html" class="article-link">
+									<div>
+										<div class="doc-article-head">
+											<span class="doc-head-content">算子增量编译</span>
+										</div>
+										<div class="doc-article-desc">
+											在执行网络模型的过程中，MindSpore会对所使用的算子进行编译，该阶段耗时会随网络模型规模的增大而增大。为提升用户二次执行模型的性能体验，我们提供了一种算子增量编译机制。目前算子增量编译功能仅支持在昇腾AI芯片上使用。
+
+										</div>
+									</div>
+								</a>
+							</div>
 							<div class="doc-article-item all os-Linux hardware-Ascend stage-Model-Training user-Intermediate user-Expert hidden">
 								<a href="https://www.mindspore.cn/tutorial/training/zh-CN/master/advanced_use/distributed_training_ascend.html" class="article-link">
 									<div>
-- 
Gitee


From 2e455f04d4381fe5adb1c8a09b11b937be1515a4 Mon Sep 17 00:00:00 2001
From: liuhe <liuhe39@huawei.com>
Date: Wed, 3 Mar 2021 17:42:25 +0800
Subject: [PATCH 2/2] remove comma

---
 docs/programming_guide/source_en/api_structure.md | 2 +-
 docs/programming_guide/source_en/operators.md     | 8 ++++----
 docs/programming_guide/source_en/optim.md         | 2 +-
 docs/programming_guide/source_en/tensor.md        | 4 ++--
 docs/programming_guide/source_zh_cn/operators.md  | 8 ++++----
 5 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/docs/programming_guide/source_en/api_structure.md b/docs/programming_guide/source_en/api_structure.md
index 6df689bd54..1cc0f6e2d0 100644
--- a/docs/programming_guide/source_en/api_structure.md
+++ b/docs/programming_guide/source_en/api_structure.md
@@ -55,7 +55,7 @@ if __name__ == "__main__":
 ```
 
 ```text
-12.0
+12.
 ```
 
 In the first step, a function (computational graph) is defined. In the second step, automatic differentiation is performed by using a backward API provided by MindSpore, and the first derivative function (computational graph) is defined. In the third step, the second derivative function (computational graph) is defined. After the input is given, the second derivative of the function defined in step 1 can be obtained at the specified position. The result of the second derivative is `12`.
diff --git a/docs/programming_guide/source_en/operators.md b/docs/programming_guide/source_en/operators.md
index 7ae063efcb..948e7025e9 100644
--- a/docs/programming_guide/source_en/operators.md
+++ b/docs/programming_guide/source_en/operators.md
@@ -163,8 +163,8 @@ print('scalar', add(1, 2))
 The following information is displayed:
 
 ```text
-tensor [[2.4, 4.2]
- [4.4, 6.4]]
+tensor [[2.4 4.2]
+ [4.4 6.4]]
 scalar 3
 ```
 
@@ -241,7 +241,7 @@ print(input_x + input_y)
  The following information is displayed:
 
 ```text
-[4.0 5.0 7.0]
+[4. 5. 7.]
 ```
 
 #### Element-wise Multiplication
@@ -287,7 +287,7 @@ print(output)
  The following information is displayed:
 
 ```text
-[0.7377037, 1.5307858, 1.2661037, 0.97641146]
+[0.7377037 1.5307858 1.2661037 0.97641146]
 ```
 
 ### Vector Operations
diff --git a/docs/programming_guide/source_en/optim.md b/docs/programming_guide/source_en/optim.md
index 7a697d2df2..4c378db189 100644
--- a/docs/programming_guide/source_en/optim.md
+++ b/docs/programming_guide/source_en/optim.md
@@ -58,7 +58,7 @@ if __name__ == '__main__':
 The following information is displayed:
 
 ```text
-[0.1, 0.1, 0.05, 0.05, 0.05, 0.01, 0.01, 0.01, 0.01, 0.01]
+[0.1 0.1 0.05 0.05 0.05 0.01 0.01 0.01 0.01 0.01]
 ```
 
 ### learning_rate_schedule
diff --git a/docs/programming_guide/source_en/tensor.md b/docs/programming_guide/source_en/tensor.md
index 6ca7059962..f5f6484ca5 100644
--- a/docs/programming_guide/source_en/tensor.md
+++ b/docs/programming_guide/source_en/tensor.md
@@ -90,7 +90,7 @@ print(x_shape, x_dtype)
 The following information is displayed:
 
 ```text
-(2, 2) Int32
+(2 2) Int32
 ```
 
 ### Methods
@@ -124,7 +124,7 @@ False
 
 True
 
-[[ True  True]
+[[True  True]
  [False False]]
 
 ```
diff --git a/docs/programming_guide/source_zh_cn/operators.md b/docs/programming_guide/source_zh_cn/operators.md
index f07fc54988..43de57e7b7 100644
--- a/docs/programming_guide/source_zh_cn/operators.md
+++ b/docs/programming_guide/source_zh_cn/operators.md
@@ -167,8 +167,8 @@ print('scalar', add(1, 2))
 输出如下：
 
 ```text
-tensor [[2.4, 4.2]
- [4.4, 6.4]]
+tensor [[2.4 4.2]
+ [4.4 6.4]]
 scalar 3
 ```
 
@@ -245,7 +245,7 @@ print(input_x + input_y)
  输出如下：
 
 ```text
-[4.0 5.0 7.0]
+[4. 5. 7.]
 ```
 
 #### Element-wise乘法
@@ -291,7 +291,7 @@ print(output)
  输出如下：
 
 ```text
-[0.7377037, 1.5307858, 1.2661037，0.97641146]
+[0.7377037 1.5307858 1.2661037 0.97641146]
 ```
 
 ### 向量运算
-- 
Gitee