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!36259 modify format 

Merge pull request !36259 from 俞涵/code_docs_0621
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i-robot 2022-06-22 01:11:40 +00:00 committed by Gitee
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28
docs/api/api_python/mindspore/mindspore.Tensor.rst
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@ -58,25 +58,25 @@ mindspore.Tensor
.. py:method:: col2im(output_size, kernel_size, dilation, padding_value, stride)
将一组滑动的局部块组合成一个大张量。
将一组滑动的局部块组合成一个大张量。
**参数：**
**参数：**
- **output_size** (Tensor) - 输出张量的后两维的shape。
- **kernel_size** (Union[int, tuple[int], list[int]]) - 滑动窗口的大小。
- **dilation** (Union[int, tuple[int], list[int]]) - 滑动窗口扩张的大小。
- **padding_value** (Union[int, tuple[int], list[int]]) - 填充的大小。
- **stride** (Union[int, tuple[int], list[int]]) - 步长的大小。
- **output_size** (Tensor) - 输出张量的后两维的shape。
- **kernel_size** (Union[int, tuple[int], list[int]]) - 滑动窗口的大小。
- **dilation** (Union[int, tuple[int], list[int]]) - 滑动窗口扩张的大小。
- **padding_value** (Union[int, tuple[int], list[int]]) - 填充的大小。
- **stride** (Union[int, tuple[int], list[int]]) - 步长的大小。
**返回：**
**返回：**
Tensor，输出的张量，维度和类型和输入一致。
Tensor，输出的张量，维度和类型和输入一致。
**异常：**
**异常：**
- **TypeError** - 如果 `kernel_size`，`dilation`，`padding_value`，`stride` 不属于 Union[int, tuple[int], list[int]]。
- **ValueError** - 如果 `kernel_size`，`dilation`，`stride` 值小于等于0或者个数大于2。
- **ValueError** - 如果 `padding_value` 值小于0或者个数大于2。
- **TypeError** - 如果 `kernel_size`，`dilation`，`padding_value`，`stride` 不属于 Union[int, tuple[int], list[int]]。
- **ValueError** - 如果 `kernel_size`，`dilation`，`stride` 值小于等于0或者个数大于2。
- **ValueError** - 如果 `padding_value` 值小于0或者个数大于2。
.. py:method:: argmax(axis=None)
@ -1554,7 +1554,7 @@ mindspore.Tensor
**参数：**
**shape** (Union[tuple(int), int]) - 输出Tensor的维度。
- **shape** (Union[tuple(int), int]) - 输出Tensor的维度。
**返回：**

2
docs/api/api_python/ops/mindspore.ops.func_adaptive_avg_pool2d.rst
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@ -11,7 +11,7 @@ mindspore.ops.adaptive_avg_pool2d
对于2维的自适应平均池化操作，有如下公式：
.. math::
.. math::
\begin{align}
h_{start} &= floor(i * H_{in} / H_{out})\\
h_{end} &= ceil((i + 1) * H_{in} / H_{out})\\

2
docs/api/api_python/ops/mindspore.ops.func_bernoulli.rst
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@ -15,7 +15,7 @@ mindspore.ops.bernoulli
- **p** (Union[Tensor, float], optional) - shape需要可以被广播到当前Tensor。其数据类型为float32或float64。`p` 中每个值代表输出Tensor中对应广播位置为1的概率，数值范围在0到1之间。默认值：0.5。
- **seed** (int, optional) - 随机种子，用于生成随机数，数值范围是正数，默认取当前时间。默认值：-1。
**输出：**
**返回：**
- **output** (Tensor) - shape和数据类型与 `x` 相同。

4
docs/api/api_python/ops/mindspore.ops.func_standard_laplace.rst
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@ -1,5 +1,5 @@
mindspore.ops.eye
==================
mindspore.ops.standard_laplace
==============================
.. py:function:: mindspore.ops.standard_laplace(shape, seed=0, seed2=0)

94
mindspore/python/mindspore/dataset/vision/utils.py
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@ -37,62 +37,62 @@ class AutoAugmentPolicy(str, Enum):
- AutoAugmentPolicy.IMAGENET: dataset auto augment policy for ImageNet.
.. code-block::
.. code-block::
Augmentation operations pair:
[(("Posterize", 0.4, 8), ("Rotate", 0.6, 9)), (("Solarize", 0.6, 5), ("AutoContrast", 0.6, None)),
(("Equalize", 0.8, None), ("Equalize", 0.6, None)), (("Posterize", 0.6, 7), ("Posterize", 0.6, 6)),
(("Equalize", 0.4, None), ("Solarize", 0.2, 4)), (("Equalize", 0.4, None), ("Rotate", 0.8, 8)),
(("Solarize", 0.6, 3), ("Equalize", 0.6, None)), (("Posterize", 0.8, 5), ("Equalize", 1.0, None)),
(("Rotate", 0.2, 3), ("Solarize", 0.6, 8)), (("Equalize", 0.6, None), ("Posterize", 0.4, 6)),
(("Rotate", 0.8, 8), ("Color", 0.4, 0)), (("Rotate", 0.4, 9), ("Equalize", 0.6, None)),
(("Equalize", 0.0, None), ("Equalize", 0.8, None)), (("Invert", 0.6, None), ("Equalize", 1.0, None)),
(("Color", 0.6, 4), ("Contrast", 1.0, 8)), (("Rotate", 0.8, 8), ("Color", 1.0, 2)),
(("Color", 0.8, 8), ("Solarize", 0.8, 7)), (("Sharpness", 0.4, 7), ("Invert", 0.6, None)),
(("ShearX", 0.6, 5), ("Equalize", 1.0, None)), (("Color", 0.4, 0), ("Equalize", 0.6, None)),
(("Equalize", 0.4, None), ("Solarize", 0.2, 4)), (("Solarize", 0.6, 5), ("AutoContrast", 0.6, None)),
(("Invert", 0.6, None), ("Equalize", 1.0, None)), (("Color", 0.6, 4), ("Contrast", 1.0, 8)),
(("Equalize", 0.8, None), ("Equalize", 0.6, None))]
Augmentation operations pair:
[(("Posterize", 0.4, 8), ("Rotate", 0.6, 9)), (("Solarize", 0.6, 5), ("AutoContrast", 0.6, None)),
(("Equalize", 0.8, None), ("Equalize", 0.6, None)), (("Posterize", 0.6, 7), ("Posterize", 0.6, 6)),
(("Equalize", 0.4, None), ("Solarize", 0.2, 4)), (("Equalize", 0.4, None), ("Rotate", 0.8, 8)),
(("Solarize", 0.6, 3), ("Equalize", 0.6, None)), (("Posterize", 0.8, 5), ("Equalize", 1.0, None)),
(("Rotate", 0.2, 3), ("Solarize", 0.6, 8)), (("Equalize", 0.6, None), ("Posterize", 0.4, 6)),
(("Rotate", 0.8, 8), ("Color", 0.4, 0)), (("Rotate", 0.4, 9), ("Equalize", 0.6, None)),
(("Equalize", 0.0, None), ("Equalize", 0.8, None)), (("Invert", 0.6, None), ("Equalize", 1.0, None)),
(("Color", 0.6, 4), ("Contrast", 1.0, 8)), (("Rotate", 0.8, 8), ("Color", 1.0, 2)),
(("Color", 0.8, 8), ("Solarize", 0.8, 7)), (("Sharpness", 0.4, 7), ("Invert", 0.6, None)),
(("ShearX", 0.6, 5), ("Equalize", 1.0, None)), (("Color", 0.4, 0), ("Equalize", 0.6, None)),
(("Equalize", 0.4, None), ("Solarize", 0.2, 4)), (("Solarize", 0.6, 5), ("AutoContrast", 0.6, None)),
(("Invert", 0.6, None), ("Equalize", 1.0, None)), (("Color", 0.6, 4), ("Contrast", 1.0, 8)),
(("Equalize", 0.8, None), ("Equalize", 0.6, None))]
- AutoAugmentPolicy.CIFAR10: dataset auto augment policy for Cifar10.
.. code-block::
.. code-block::
Augmentation operations pair:
[(("Invert", 0.1, None), ("Contrast", 0.2, 6)), (("Rotate", 0.7, 2), ("TranslateX", 0.3, 9)),
(("Sharpness", 0.8, 1), ("Sharpness", 0.9, 3)), (("ShearY", 0.5, 8), ("TranslateY", 0.7, 9)),
(("AutoContrast", 0.5, None), ("Equalize", 0.9, None)), (("ShearY", 0.2, 7), ("Posterize", 0.3, 7)),
(("Color", 0.4, 3), ("Brightness", 0.6, 7)), (("Sharpness", 0.3, 9), ("Brightness", 0.7, 9)),
(("Equalize", 0.6, None), ("Equalize", 0.5, None)), (("Contrast", 0.6, 7), ("Sharpness", 0.6, 5)),
(("Color", 0.7, 7), ("TranslateX", 0.5, 8)), (("Equalize", 0.8, None), ("Invert", 0.1, None)),
(("TranslateY", 0.4, 3), ("Sharpness", 0.2, 6)), (("Brightness", 0.9, 6), ("Color", 0.2, 8)),
(("Solarize", 0.5, 2), ("Invert", 0.0, None)), (("TranslateY", 0.9, 9), ("TranslateY", 0.7, 9)),
(("Equalize", 0.2, None), ("Equalize", 0.6, None)), (("Color", 0.9, 9), ("Equalize", 0.6, None)),
(("AutoContrast", 0.8, None), ("Solarize", 0.2, 8)), (("Brightness", 0.1, 3), ("Color", 0.7, 0)),
(("Solarize", 0.4, 5), ("AutoContrast", 0.9, None)),
(("AutoContrast", 0.9, None), ("Solarize", 0.8, 3)),
(("TranslateY", 0.7, 9), ("AutoContrast", 0.9, None)),
(("Equalize", 0.3, None), ("AutoContrast", 0.4, None)),
(("Equalize", 0.2, None), ("AutoContrast", 0.6, None))]
Augmentation operations pair:
[(("Invert", 0.1, None), ("Contrast", 0.2, 6)), (("Rotate", 0.7, 2), ("TranslateX", 0.3, 9)),
(("Sharpness", 0.8, 1), ("Sharpness", 0.9, 3)), (("ShearY", 0.5, 8), ("TranslateY", 0.7, 9)),
(("AutoContrast", 0.5, None), ("Equalize", 0.9, None)), (("ShearY", 0.2, 7), ("Posterize", 0.3, 7)),
(("Color", 0.4, 3), ("Brightness", 0.6, 7)), (("Sharpness", 0.3, 9), ("Brightness", 0.7, 9)),
(("Equalize", 0.6, None), ("Equalize", 0.5, None)), (("Contrast", 0.6, 7), ("Sharpness", 0.6, 5)),
(("Color", 0.7, 7), ("TranslateX", 0.5, 8)), (("Equalize", 0.8, None), ("Invert", 0.1, None)),
(("TranslateY", 0.4, 3), ("Sharpness", 0.2, 6)), (("Brightness", 0.9, 6), ("Color", 0.2, 8)),
(("Solarize", 0.5, 2), ("Invert", 0.0, None)), (("TranslateY", 0.9, 9), ("TranslateY", 0.7, 9)),
(("Equalize", 0.2, None), ("Equalize", 0.6, None)), (("Color", 0.9, 9), ("Equalize", 0.6, None)),
(("AutoContrast", 0.8, None), ("Solarize", 0.2, 8)), (("Brightness", 0.1, 3), ("Color", 0.7, 0)),
(("Solarize", 0.4, 5), ("AutoContrast", 0.9, None)),
(("AutoContrast", 0.9, None), ("Solarize", 0.8, 3)),
(("TranslateY", 0.7, 9), ("AutoContrast", 0.9, None)),
(("Equalize", 0.3, None), ("AutoContrast", 0.4, None)),
(("Equalize", 0.2, None), ("AutoContrast", 0.6, None))]
- AutoAugmentPolicy.SVHN: dataset auto augment policy for SVHN.
.. code-block::
.. code-block::
Augmentation operations pair:
[(("ShearX", 0.9, 4), ("Invert", 0.2, None)), (("ShearY", 0.9, 8), ("Invert", 0.7, None)),
(("Equalize", 0.6, None), ("Solarize", 0.6, 6)), (("Invert", 0.9, None), ("Equalize", 0.6, None)),
(("Equalize", 0.6, None), ("Rotate", 0.9, 3)), (("ShearX", 0.9, 4), ("AutoContrast", 0.8, None)),
(("ShearY", 0.9, 8), ("Invert", 0.4, None)), (("ShearY", 0.9, 5), ("Solarize", 0.2, 6)),
(("Invert", 0.9, None), ("AutoContrast", 0.8, None)), (("Equalize", 0.6, None), ("Rotate", 0.9, 3)),
(("ShearX", 0.9, 4), ("Solarize", 0.3, 3)), (("ShearY", 0.8, 8), ("Invert", 0.7, None)),
(("Equalize", 0.9, None), ("TranslateY", 0.6, 6)), (("Invert", 0.9, None), ("Equalize", 0.6, None)),
(("Contrast", 0.3, 3), ("Rotate", 0.8, 4)), (("Invert", 0.8, None), ("TranslateY", 0.0, 2)),
(("ShearY", 0.7, 6), ("Solarize", 0.4, 8)), (("Invert", 0.6, None), ("Rotate", 0.8, 4)),
(("ShearY", 0.3, 7), ("TranslateX", 0.9, 3)), (("ShearX", 0.1, 6), ("Invert", 0.6, None)),
(("Solarize", 0.7, 2), ("TranslateY", 0.6, 7)), (("ShearY", 0.8, 4), ("Invert", 0.8, None)),
(("ShearX", 0.7, 9), ("TranslateY", 0.8, 3)), (("ShearY", 0.8, 5), ("AutoContrast", 0.7, None)),
(("ShearX", 0.7, 2), ("Invert", 0.1, None))]
Augmentation operations pair:
[(("ShearX", 0.9, 4), ("Invert", 0.2, None)), (("ShearY", 0.9, 8), ("Invert", 0.7, None)),
(("Equalize", 0.6, None), ("Solarize", 0.6, 6)), (("Invert", 0.9, None), ("Equalize", 0.6, None)),
(("Equalize", 0.6, None), ("Rotate", 0.9, 3)), (("ShearX", 0.9, 4), ("AutoContrast", 0.8, None)),
(("ShearY", 0.9, 8), ("Invert", 0.4, None)), (("ShearY", 0.9, 5), ("Solarize", 0.2, 6)),
(("Invert", 0.9, None), ("AutoContrast", 0.8, None)), (("Equalize", 0.6, None), ("Rotate", 0.9, 3)),
(("ShearX", 0.9, 4), ("Solarize", 0.3, 3)), (("ShearY", 0.8, 8), ("Invert", 0.7, None)),
(("Equalize", 0.9, None), ("TranslateY", 0.6, 6)), (("Invert", 0.9, None), ("Equalize", 0.6, None)),
(("Contrast", 0.3, 3), ("Rotate", 0.8, 4)), (("Invert", 0.8, None), ("TranslateY", 0.0, 2)),
(("ShearY", 0.7, 6), ("Solarize", 0.4, 8)), (("Invert", 0.6, None), ("Rotate", 0.8, 4)),
(("ShearY", 0.3, 7), ("TranslateX", 0.9, 3)), (("ShearX", 0.1, 6), ("Invert", 0.6, None)),
(("Solarize", 0.7, 2), ("TranslateY", 0.6, 7)), (("ShearY", 0.8, 4), ("Invert", 0.8, None)),
(("ShearX", 0.7, 9), ("TranslateY", 0.8, 3)), (("ShearY", 0.8, 5), ("AutoContrast", 0.7, None)),
(("ShearX", 0.7, 2), ("Invert", 0.1, None))]
"""
IMAGENET: str = "imagenet"
CIFAR10: str = "cifar10"