!29989 modify cn_api.
Merge pull request !29989 from zhangyi/code_docs_master
This commit is contained in:
Gitee
commit
658eb0c44f
|
|
@ -0,0 +1,5 @@
|
|||
mindspore.boost
|
||||
================
|
||||
|
||||
.. automodule:: mindspore.boost
|
||||
:members:
|
||||
|
|
@ -129,3 +129,6 @@ mindspore.common.initializer
|
|||
|
||||
- **TypeError** - 参数 `init` 的类型不正确。
|
||||
- **ValueError** - 当 `init` 传入Tensor对象时， `init` 的shape与形参 `shape` 内的数值不一致。
|
||||
|
||||
.. automodule:: mindspore.common.initializer
|
||||
:members:
|
||||
|
|
|
|||
|
|
@ -0,0 +1,14 @@
|
|||
mindspore.compression
|
||||
=====================
|
||||
|
||||
mindspore.compression.quant
|
||||
---------------------------
|
||||
|
||||
.. automodule:: mindspore.compression.quant
|
||||
:members:
|
||||
|
||||
mindspore.compression.common
|
||||
----------------------------
|
||||
|
||||
.. automodule:: mindspore.compression.common
|
||||
:members:
|
||||
|
|
@ -0,0 +1,5 @@
|
|||
mindspore.dataset.config
|
||||
========================
|
||||
|
||||
.. automodule:: mindspore.dataset.config
|
||||
:members:
|
||||
|
|
@ -29,30 +29,84 @@ mindspore.dataset
|
|||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.dataset.Caltech101Dataset
|
||||
mindspore.dataset.Caltech256Dataset
|
||||
mindspore.dataset.CelebADataset
|
||||
mindspore.dataset.Cifar10Dataset
|
||||
mindspore.dataset.Cifar100Dataset
|
||||
mindspore.dataset.CityscapesDataset
|
||||
mindspore.dataset.CocoDataset
|
||||
mindspore.dataset.DIV2KDataset
|
||||
mindspore.dataset.EMnistDataset
|
||||
mindspore.dataset.FakeImageDataset
|
||||
mindspore.dataset.FashionMnistDataset
|
||||
mindspore.dataset.FlickrDataset
|
||||
mindspore.dataset.Flowers102Dataset
|
||||
mindspore.dataset.ImageFolderDataset
|
||||
mindspore.dataset.KMnistDataset
|
||||
mindspore.dataset.ManifestDataset
|
||||
mindspore.dataset.MnistDataset
|
||||
mindspore.dataset.PhotoTourDataset
|
||||
mindspore.dataset.Places365Dataset
|
||||
mindspore.dataset.QMnistDataset
|
||||
mindspore.dataset.SBDataset
|
||||
mindspore.dataset.SBUDataset
|
||||
mindspore.dataset.SemeionDataset
|
||||
mindspore.dataset.STL10Dataset
|
||||
mindspore.dataset.SVHNDataset
|
||||
mindspore.dataset.USPSDataset
|
||||
mindspore.dataset.VOCDataset
|
||||
mindspore.dataset.WIDERFaceDataset
|
||||
|
||||
文本
|
||||
----
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.dataset.AGNewsDataset
|
||||
mindspore.dataset.AmazonReviewDataset
|
||||
mindspore.dataset.CLUEDataset
|
||||
mindspore.dataset.CoNLL2000Dataset
|
||||
mindspore.dataset.CSVDataset
|
||||
mindspore.dataset.DBpediaDataset
|
||||
mindspore.dataset.EnWik9Dataset
|
||||
mindspore.dataset.IMDBDataset
|
||||
mindspore.dataset.IWSLT2016Dataset
|
||||
mindspore.dataset.IWSLT2017Dataset
|
||||
mindspore.dataset.PennTreebankDataset
|
||||
mindspore.dataset.SogouNewsDataset
|
||||
mindspore.dataset.TextFileDataset
|
||||
mindspore.dataset.UDPOSDataset
|
||||
mindspore.dataset.WikiTextDataset
|
||||
mindspore.dataset.YahooAnswersDataset
|
||||
mindspore.dataset.YelpReviewDataset
|
||||
|
||||
音频
|
||||
------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.dataset.LJSpeechDataset
|
||||
mindspore.dataset.SpeechCommandsDataset
|
||||
mindspore.dataset.TedliumDataset
|
||||
mindspore.dataset.YesNoDataset
|
||||
|
||||
标准格式
|
||||
--------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.dataset.CSVDataset
|
||||
mindspore.dataset.MindDataset
|
||||
|
|
@ -63,10 +117,13 @@ mindspore.dataset
|
|||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.dataset.GeneratorDataset
|
||||
mindspore.dataset.NumpySlicesDataset
|
||||
mindspore.dataset.PaddedDataset
|
||||
mindspore.dataset.RandomDataset
|
||||
|
||||
图
|
||||
---
|
||||
|
|
@ -97,11 +154,17 @@ mindspore.dataset
|
|||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.dataset.BatchInfo
|
||||
mindspore.dataset.DatasetCache
|
||||
mindspore.dataset.DSCallback
|
||||
mindspore.dataset.SamplingStrategy
|
||||
mindspore.dataset.Schema
|
||||
mindspore.dataset.Shuffle
|
||||
mindspore.dataset.WaitedDSCallback
|
||||
mindspore.dataset.OutputFormat
|
||||
mindspore.dataset.compare
|
||||
mindspore.dataset.deserialize
|
||||
mindspore.dataset.serialize
|
||||
|
|
|
|||
|
|
@ -0,0 +1,50 @@
|
|||
mindspore.dataset.text
|
||||
======================
|
||||
|
||||
.. automodule:: mindspore.dataset.text
|
||||
|
||||
mindspore.dataset.text.transforms
|
||||
---------------------------------
|
||||
|
||||
.. cnmsnoteautosummary::
|
||||
:toctree: dataset_text
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.dataset.text.transforms.BasicTokenizer
|
||||
mindspore.dataset.text.transforms.BertTokenizer
|
||||
mindspore.dataset.text.transforms.CaseFold
|
||||
mindspore.dataset.text.transforms.JiebaTokenizer
|
||||
mindspore.dataset.text.transforms.Lookup
|
||||
mindspore.dataset.text.transforms.Ngram
|
||||
mindspore.dataset.text.transforms.NormalizeUTF8
|
||||
mindspore.dataset.text.transforms.PythonTokenizer
|
||||
mindspore.dataset.text.transforms.RegexReplace
|
||||
mindspore.dataset.text.transforms.RegexTokenizer
|
||||
mindspore.dataset.text.transforms.SentencePieceTokenizer
|
||||
mindspore.dataset.text.transforms.SlidingWindow
|
||||
mindspore.dataset.text.transforms.ToNumber
|
||||
mindspore.dataset.text.transforms.TruncateSequencePair
|
||||
mindspore.dataset.text.transforms.UnicodeCharTokenizer
|
||||
mindspore.dataset.text.transforms.UnicodeScriptTokenizer
|
||||
mindspore.dataset.text.transforms.WhitespaceTokenizer
|
||||
mindspore.dataset.text.transforms.WordpieceTokenizer
|
||||
|
||||
|
||||
mindspore.dataset.text.utils
|
||||
----------------------------
|
||||
|
||||
.. cnmsnoteautosummary::
|
||||
:toctree: dataset_text
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.dataset.text.JiebaMode
|
||||
mindspore.dataset.text.NormalizeForm
|
||||
mindspore.dataset.text.SentencePieceModel
|
||||
mindspore.dataset.text.SentencePieceVocab
|
||||
mindspore.dataset.text.SPieceTokenizerLoadType
|
||||
mindspore.dataset.text.SPieceTokenizerOutType
|
||||
mindspore.dataset.text.to_str
|
||||
mindspore.dataset.text.to_bytes
|
||||
mindspore.dataset.text.Vocab
|
||||
|
|
@ -0,0 +1,40 @@
|
|||
mindspore.dataset.transforms
|
||||
============================
|
||||
|
||||
.. automodule:: mindspore.dataset.transforms
|
||||
|
||||
mindspore.dataset.transforms.c_transforms
|
||||
-----------------------------------------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset_transforms
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.dataset.transforms.c_transforms.Compose
|
||||
mindspore.dataset.transforms.c_transforms.Concatenate
|
||||
mindspore.dataset.transforms.c_transforms.Duplicate
|
||||
mindspore.dataset.transforms.c_transforms.Fill
|
||||
mindspore.dataset.transforms.c_transforms.Mask
|
||||
mindspore.dataset.transforms.c_transforms.OneHot
|
||||
mindspore.dataset.transforms.c_transforms.PadEnd
|
||||
mindspore.dataset.transforms.c_transforms.RandomApply
|
||||
mindspore.dataset.transforms.c_transforms.RandomChoice
|
||||
mindspore.dataset.transforms.c_transforms.Relational
|
||||
mindspore.dataset.transforms.c_transforms.Slice
|
||||
mindspore.dataset.transforms.c_transforms.TypeCast
|
||||
mindspore.dataset.transforms.c_transforms.Unique
|
||||
|
||||
mindspore.dataset.transforms.py_transforms
|
||||
------------------------------------------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset_transforms
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.dataset.transforms.py_transforms.Compose
|
||||
mindspore.dataset.transforms.py_transforms.OneHotOp
|
||||
mindspore.dataset.transforms.py_transforms.RandomApply
|
||||
mindspore.dataset.transforms.py_transforms.RandomChoice
|
||||
mindspore.dataset.transforms.py_transforms.RandomOrder
|
||||
|
|
@ -0,0 +1,115 @@
|
|||
mindspore.dataset.vision
|
||||
===================================
|
||||
|
||||
.. automodule:: mindspore.dataset.vision
|
||||
|
||||
mindspore.dataset.vision.c_transforms
|
||||
------------------------------------------------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset_vision
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.dataset.vision.c_transforms.AutoContrast
|
||||
mindspore.dataset.vision.c_transforms.BoundingBoxAugment
|
||||
mindspore.dataset.vision.c_transforms.CenterCrop
|
||||
mindspore.dataset.vision.c_transforms.ConvertColor
|
||||
mindspore.dataset.vision.c_transforms.Crop
|
||||
mindspore.dataset.vision.c_transforms.CutMixBatch
|
||||
mindspore.dataset.vision.c_transforms.CutOut
|
||||
mindspore.dataset.vision.c_transforms.Decode
|
||||
mindspore.dataset.vision.c_transforms.Equalize
|
||||
mindspore.dataset.vision.c_transforms.GaussianBlur
|
||||
mindspore.dataset.vision.c_transforms.HorizontalFlip
|
||||
mindspore.dataset.vision.c_transforms.HWC2CHW
|
||||
mindspore.dataset.vision.c_transforms.Invert
|
||||
mindspore.dataset.vision.c_transforms.MixUpBatch
|
||||
mindspore.dataset.vision.c_transforms.Normalize
|
||||
mindspore.dataset.vision.c_transforms.NormalizePad
|
||||
mindspore.dataset.vision.c_transforms.Pad
|
||||
mindspore.dataset.vision.c_transforms.RandomAffine
|
||||
mindspore.dataset.vision.c_transforms.RandomColor
|
||||
mindspore.dataset.vision.c_transforms.RandomColorAdjust
|
||||
mindspore.dataset.vision.c_transforms.RandomCrop
|
||||
mindspore.dataset.vision.c_transforms.RandomCropDecodeResize
|
||||
mindspore.dataset.vision.c_transforms.RandomCropWithBBox
|
||||
mindspore.dataset.vision.c_transforms.RandomHorizontalFlip
|
||||
mindspore.dataset.vision.c_transforms.RandomHorizontalFlipWithBBox
|
||||
mindspore.dataset.vision.c_transforms.RandomPosterize
|
||||
mindspore.dataset.vision.c_transforms.RandomResize
|
||||
mindspore.dataset.vision.c_transforms.RandomResizedCrop
|
||||
mindspore.dataset.vision.c_transforms.RandomResizedCropWithBBox
|
||||
mindspore.dataset.vision.c_transforms.RandomResizeWithBBox
|
||||
mindspore.dataset.vision.c_transforms.RandomRotation
|
||||
mindspore.dataset.vision.c_transforms.RandomSelectSubpolicy
|
||||
mindspore.dataset.vision.c_transforms.RandomSharpness
|
||||
mindspore.dataset.vision.c_transforms.RandomSolarize
|
||||
mindspore.dataset.vision.c_transforms.RandomVerticalFlip
|
||||
mindspore.dataset.vision.c_transforms.RandomVerticalFlipWithBBox
|
||||
mindspore.dataset.vision.c_transforms.Rescale
|
||||
mindspore.dataset.vision.c_transforms.Resize
|
||||
mindspore.dataset.vision.c_transforms.ResizeWithBBox
|
||||
mindspore.dataset.vision.c_transforms.Rotate
|
||||
mindspore.dataset.vision.c_transforms.SlicePatches
|
||||
mindspore.dataset.vision.c_transforms.SoftDvppDecodeRandomCropResizeJpeg
|
||||
mindspore.dataset.vision.c_transforms.SoftDvppDecodeResizeJpeg
|
||||
mindspore.dataset.vision.c_transforms.UniformAugment
|
||||
mindspore.dataset.vision.c_transforms.VerticalFlip
|
||||
|
||||
mindspore.dataset.vision.py_transforms
|
||||
-------------------------------------------------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset_vision
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.dataset.vision.py_transforms.AutoContrast
|
||||
mindspore.dataset.vision.py_transforms.CenterCrop
|
||||
mindspore.dataset.vision.py_transforms.Cutout
|
||||
mindspore.dataset.vision.py_transforms.Decode
|
||||
mindspore.dataset.vision.py_transforms.Equalize
|
||||
mindspore.dataset.vision.py_transforms.FiveCrop
|
||||
mindspore.dataset.vision.py_transforms.Grayscale
|
||||
mindspore.dataset.vision.py_transforms.HsvToRgb
|
||||
mindspore.dataset.vision.py_transforms.HWC2CHW
|
||||
mindspore.dataset.vision.py_transforms.Invert
|
||||
mindspore.dataset.vision.py_transforms.LinearTransformation
|
||||
mindspore.dataset.vision.py_transforms.MixUp
|
||||
mindspore.dataset.vision.py_transforms.Normalize
|
||||
mindspore.dataset.vision.py_transforms.NormalizePad
|
||||
mindspore.dataset.vision.py_transforms.Pad
|
||||
mindspore.dataset.vision.py_transforms.RandomAffine
|
||||
mindspore.dataset.vision.py_transforms.RandomColor
|
||||
mindspore.dataset.vision.py_transforms.RandomColorAdjust
|
||||
mindspore.dataset.vision.py_transforms.RandomCrop
|
||||
mindspore.dataset.vision.py_transforms.RandomErasing
|
||||
mindspore.dataset.vision.py_transforms.RandomGrayscale
|
||||
mindspore.dataset.vision.py_transforms.RandomHorizontalFlip
|
||||
mindspore.dataset.vision.py_transforms.RandomPerspective
|
||||
mindspore.dataset.vision.py_transforms.RandomResizedCrop
|
||||
mindspore.dataset.vision.py_transforms.RandomRotation
|
||||
mindspore.dataset.vision.py_transforms.RandomSharpness
|
||||
mindspore.dataset.vision.py_transforms.RandomVerticalFlip
|
||||
mindspore.dataset.vision.py_transforms.Resize
|
||||
mindspore.dataset.vision.py_transforms.RgbToHsv
|
||||
mindspore.dataset.vision.py_transforms.TenCrop
|
||||
mindspore.dataset.vision.py_transforms.ToPIL
|
||||
mindspore.dataset.vision.py_transforms.ToTensor
|
||||
mindspore.dataset.vision.py_transforms.ToType
|
||||
mindspore.dataset.vision.py_transforms.UniformAugment
|
||||
|
||||
mindspore.dataset.vision.utils
|
||||
-------------------------------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: dataset_vision
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.dataset.vision.Border
|
||||
mindspore.dataset.vision.ConvertMode
|
||||
mindspore.dataset.vision.ImageBatchFormat
|
||||
mindspore.dataset.vision.Inter
|
||||
mindspore.dataset.vision.SliceMode
|
||||
|
|
@ -0,0 +1,5 @@
|
|||
mindspore.mindrecord
|
||||
====================
|
||||
|
||||
.. automodule:: mindspore.mindrecord
|
||||
:members:
|
||||
|
|
@ -12,8 +12,11 @@ MindSpore中 `mindspore.nn` 接口与上一版本相比，新增、删除和支
|
|||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.Cell
|
||||
mindspore.nn.GraphCell
|
||||
|
||||
容器
|
||||
-----------
|
||||
|
|
@ -46,24 +49,60 @@ MindSpore中 `mindspore.nn` 接口与上一版本相比，新增、删除和支
|
|||
mindspore.nn.Jvp
|
||||
mindspore.nn.Vjp
|
||||
|
||||
循环层
|
||||
--------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.GRUCell
|
||||
mindspore.nn.GRU
|
||||
mindspore.nn.LSTMCell
|
||||
mindspore.nn.LSTM
|
||||
mindspore.nn.RNNCell
|
||||
mindspore.nn.RNN
|
||||
|
||||
稀疏层
|
||||
-------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.Embedding
|
||||
mindspore.nn.EmbeddingLookup
|
||||
mindspore.nn.MultiFieldEmbeddingLookup
|
||||
mindspore.nn.SparseToDense
|
||||
mindspore.nn.SparseTensorDenseMatmul
|
||||
|
||||
非线性激活函数
|
||||
--------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.CELU
|
||||
mindspore.nn.ELU
|
||||
mindspore.nn.FastGelu
|
||||
mindspore.nn.GELU
|
||||
mindspore.nn.get_activation
|
||||
mindspore.nn.HShrink
|
||||
mindspore.nn.HSigmoid
|
||||
mindspore.nn.HSwish
|
||||
mindspore.nn.LeakyReLU
|
||||
mindspore.nn.LogSigmoid
|
||||
mindspore.nn.LogSoftmax
|
||||
mindspore.nn.PReLU
|
||||
mindspore.nn.ReLU
|
||||
mindspore.nn.ReLU6
|
||||
mindspore.nn.Sigmoid
|
||||
mindspore.nn.Softmax
|
||||
mindspore.nn.SoftShrink
|
||||
mindspore.nn.Tanh
|
||||
|
||||
工具
|
||||
|
|
@ -71,30 +110,128 @@ MindSpore中 `mindspore.nn` 接口与上一版本相比，新增、删除和支
|
|||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.ClipByNorm
|
||||
mindspore.nn.Dense
|
||||
mindspore.nn.Dropout
|
||||
mindspore.nn.Flatten
|
||||
mindspore.nn.L1Regularizer
|
||||
mindspore.nn.Norm
|
||||
mindspore.nn.OneHot
|
||||
mindspore.nn.Pad
|
||||
mindspore.nn.Range
|
||||
mindspore.nn.ResizeBilinear
|
||||
mindspore.nn.Roll
|
||||
mindspore.nn.Tril
|
||||
mindspore.nn.Triu
|
||||
mindspore.nn.Unfold
|
||||
|
||||
图像函数
|
||||
--------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.CentralCrop
|
||||
mindspore.nn.ImageGradients
|
||||
mindspore.nn.MSSSIM
|
||||
mindspore.nn.PSNR
|
||||
mindspore.nn.SSIM
|
||||
|
||||
归一化层
|
||||
---------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.BatchNorm1d
|
||||
mindspore.nn.BatchNorm2d
|
||||
mindspore.nn.BatchNorm3d
|
||||
mindspore.nn.GlobalBatchNorm
|
||||
mindspore.nn.GroupNorm
|
||||
mindspore.nn.InstanceNorm2d
|
||||
mindspore.nn.LayerNorm
|
||||
mindspore.nn.MatrixDiag
|
||||
mindspore.nn.MatrixDiagPart
|
||||
mindspore.nn.MatrixSetDiag
|
||||
mindspore.nn.SyncBatchNorm
|
||||
|
||||
池化层
|
||||
--------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.AvgPool1d
|
||||
mindspore.nn.AvgPool2d
|
||||
mindspore.nn.MaxPool1d
|
||||
mindspore.nn.MaxPool2d
|
||||
|
||||
|
||||
量化函数
|
||||
-------------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.ActQuant
|
||||
mindspore.nn.Conv2dBnAct
|
||||
mindspore.nn.Conv2dBnFoldQuant
|
||||
mindspore.nn.Conv2dBnFoldQuantOneConv
|
||||
mindspore.nn.Conv2dBnWithoutFoldQuant
|
||||
mindspore.nn.Conv2dQuant
|
||||
mindspore.nn.DenseBnAct
|
||||
mindspore.nn.DenseQuant
|
||||
mindspore.nn.FakeQuantWithMinMaxObserver
|
||||
mindspore.nn.MulQuant
|
||||
mindspore.nn.TensorAddQuant
|
||||
|
||||
损失函数
|
||||
--------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.BCELoss
|
||||
mindspore.nn.BCEWithLogitsLoss
|
||||
mindspore.nn.CosineEmbeddingLoss
|
||||
mindspore.nn.DiceLoss
|
||||
mindspore.nn.FocalLoss
|
||||
mindspore.nn.L1Loss
|
||||
mindspore.nn.LossBase
|
||||
mindspore.nn.MSELoss
|
||||
mindspore.nn.MultiClassDiceLoss
|
||||
mindspore.nn.RMSELoss
|
||||
mindspore.nn.SampledSoftmaxLoss
|
||||
mindspore.nn.SmoothL1Loss
|
||||
mindspore.nn.SoftMarginLoss
|
||||
mindspore.nn.SoftmaxCrossEntropyWithLogits
|
||||
|
||||
优化器
|
||||
-------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.Adagrad
|
||||
mindspore.nn.Adam
|
||||
mindspore.nn.AdamOffload
|
||||
mindspore.nn.AdamWeightDecay
|
||||
mindspore.nn.ASGD
|
||||
mindspore.nn.FTRL
|
||||
mindspore.nn.Lamb
|
||||
mindspore.nn.LARS
|
||||
|
|
@ -103,6 +240,7 @@ MindSpore中 `mindspore.nn` 接口与上一版本相比，新增、删除和支
|
|||
mindspore.nn.Optimizer
|
||||
mindspore.nn.ProximalAdagrad
|
||||
mindspore.nn.RMSProp
|
||||
mindspore.nn.Rprop
|
||||
mindspore.nn.SGD
|
||||
mindspore.nn.thor
|
||||
|
||||
|
|
@ -111,15 +249,22 @@ MindSpore中 `mindspore.nn` 接口与上一版本相比，新增、删除和支
|
|||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.DistributedGradReducer
|
||||
mindspore.nn.DynamicLossScaleUpdateCell
|
||||
mindspore.nn.FixedLossScaleUpdateCell
|
||||
mindspore.nn.ForwardValueAndGrad
|
||||
mindspore.nn.GetNextSingleOp
|
||||
mindspore.nn.MicroBatchInterleaved
|
||||
mindspore.nn.ParameterUpdate
|
||||
mindspore.nn.PipelineCell
|
||||
mindspore.nn.TimeDistributed
|
||||
mindspore.nn.TrainOneStepCell
|
||||
mindspore.nn.TrainOneStepWithLossScaleCell
|
||||
mindspore.nn.WithEvalCell
|
||||
mindspore.nn.WithGradCell
|
||||
mindspore.nn.WithLossCell
|
||||
|
||||
数学函数
|
||||
|
|
@ -127,26 +272,44 @@ MindSpore中 `mindspore.nn` 接口与上一版本相比，新增、删除和支
|
|||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.MatMul
|
||||
mindspore.nn.Moments
|
||||
mindspore.nn.ReduceLogSumExp
|
||||
|
||||
评估指标
|
||||
--------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: nn
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.nn.Accuracy
|
||||
mindspore.nn.auc
|
||||
mindspore.nn.BleuScore
|
||||
mindspore.nn.ConfusionMatrix
|
||||
mindspore.nn.ConfusionMatrixMetric
|
||||
mindspore.nn.CosineSimilarity
|
||||
mindspore.nn.Dice
|
||||
mindspore.nn.F1
|
||||
mindspore.nn.Fbeta
|
||||
mindspore.nn.HausdorffDistance
|
||||
mindspore.nn.get_metric_fn
|
||||
mindspore.nn.Loss
|
||||
mindspore.nn.MAE
|
||||
mindspore.nn.MeanSurfaceDistance
|
||||
mindspore.nn.Metric
|
||||
mindspore.nn.MSE
|
||||
mindspore.nn.names
|
||||
mindspore.nn.OcclusionSensitivity
|
||||
mindspore.nn.Perplexity
|
||||
mindspore.nn.Precision
|
||||
mindspore.nn.Recall
|
||||
mindspore.nn.ROC
|
||||
mindspore.nn.RootMeanSquareDistance
|
||||
mindspore.nn.rearrange_inputs
|
||||
mindspore.nn.Top1CategoricalAccuracy
|
||||
mindspore.nn.Top5CategoricalAccuracy
|
||||
|
|
|
|||
|
|
@ -0,0 +1,5 @@
|
|||
mindspore.nn.transformer
|
||||
========================
|
||||
|
||||
.. automodule:: mindspore.nn.transformer
|
||||
:members:
|
||||
|
|
@ -0,0 +1,266 @@
|
|||
mindspore.numpy
|
||||
===============
|
||||
|
||||
.. automodule:: mindspore.numpy
|
||||
|
||||
Array Generation
|
||||
----------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: numpy
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.numpy.arange
|
||||
mindspore.numpy.array
|
||||
mindspore.numpy.asarray
|
||||
mindspore.numpy.asfarray
|
||||
mindspore.numpy.bartlett
|
||||
mindspore.numpy.blackman
|
||||
mindspore.numpy.copy
|
||||
mindspore.numpy.diag
|
||||
mindspore.numpy.diag_indices
|
||||
mindspore.numpy.diagflat
|
||||
mindspore.numpy.diagonal
|
||||
mindspore.numpy.empty
|
||||
mindspore.numpy.empty_like
|
||||
mindspore.numpy.eye
|
||||
mindspore.numpy.full
|
||||
mindspore.numpy.full_like
|
||||
mindspore.numpy.geomspace
|
||||
mindspore.numpy.hamming
|
||||
mindspore.numpy.hanning
|
||||
mindspore.numpy.histogram_bin_edges
|
||||
mindspore.numpy.identity
|
||||
mindspore.numpy.indices
|
||||
mindspore.numpy.ix_
|
||||
mindspore.numpy.linspace
|
||||
mindspore.numpy.logspace
|
||||
mindspore.numpy.meshgrid
|
||||
mindspore.numpy.mgrid
|
||||
mindspore.numpy.ogrid
|
||||
mindspore.numpy.ones
|
||||
mindspore.numpy.ones_like
|
||||
mindspore.numpy.pad
|
||||
mindspore.numpy.trace
|
||||
mindspore.numpy.tri
|
||||
mindspore.numpy.tril
|
||||
mindspore.numpy.tril_indices
|
||||
mindspore.numpy.tril_indices_from
|
||||
mindspore.numpy.triu
|
||||
mindspore.numpy.triu_indices
|
||||
mindspore.numpy.triu_indices_from
|
||||
mindspore.numpy.vander
|
||||
mindspore.numpy.zeros
|
||||
mindspore.numpy.zeros_like
|
||||
|
||||
Array Operation
|
||||
---------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: numpy
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.numpy.append
|
||||
mindspore.numpy.apply_along_axis
|
||||
mindspore.numpy.apply_over_axes
|
||||
mindspore.numpy.array_split
|
||||
mindspore.numpy.array_str
|
||||
mindspore.numpy.atleast_1d
|
||||
mindspore.numpy.atleast_2d
|
||||
mindspore.numpy.atleast_3d
|
||||
mindspore.numpy.broadcast_arrays
|
||||
mindspore.numpy.broadcast_to
|
||||
mindspore.numpy.choose
|
||||
mindspore.numpy.column_stack
|
||||
mindspore.numpy.concatenate
|
||||
mindspore.numpy.dsplit
|
||||
mindspore.numpy.dstack
|
||||
mindspore.numpy.expand_dims
|
||||
mindspore.numpy.flip
|
||||
mindspore.numpy.fliplr
|
||||
mindspore.numpy.flipud
|
||||
mindspore.numpy.hsplit
|
||||
mindspore.numpy.hstack
|
||||
mindspore.numpy.moveaxis
|
||||
mindspore.numpy.piecewise
|
||||
mindspore.numpy.ravel
|
||||
mindspore.numpy.repeat
|
||||
mindspore.numpy.reshape
|
||||
mindspore.numpy.roll
|
||||
mindspore.numpy.rollaxis
|
||||
mindspore.numpy.rot90
|
||||
mindspore.numpy.select
|
||||
mindspore.numpy.size
|
||||
mindspore.numpy.split
|
||||
mindspore.numpy.squeeze
|
||||
mindspore.numpy.stack
|
||||
mindspore.numpy.swapaxes
|
||||
mindspore.numpy.take
|
||||
mindspore.numpy.take_along_axis
|
||||
mindspore.numpy.tile
|
||||
mindspore.numpy.transpose
|
||||
mindspore.numpy.unique
|
||||
mindspore.numpy.unravel_index
|
||||
mindspore.numpy.vsplit
|
||||
mindspore.numpy.vstack
|
||||
mindspore.numpy.where
|
||||
|
||||
Logic
|
||||
-----
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: numpy
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.numpy.array_equal
|
||||
mindspore.numpy.array_equiv
|
||||
mindspore.numpy.equal
|
||||
mindspore.numpy.greater
|
||||
mindspore.numpy.greater_equal
|
||||
mindspore.numpy.in1d
|
||||
mindspore.numpy.isclose
|
||||
mindspore.numpy.isfinite
|
||||
mindspore.numpy.isin
|
||||
mindspore.numpy.isinf
|
||||
mindspore.numpy.isnan
|
||||
mindspore.numpy.isneginf
|
||||
mindspore.numpy.isposinf
|
||||
mindspore.numpy.isscalar
|
||||
mindspore.numpy.less
|
||||
mindspore.numpy.less_equal
|
||||
mindspore.numpy.logical_and
|
||||
mindspore.numpy.logical_not
|
||||
mindspore.numpy.logical_or
|
||||
mindspore.numpy.logical_xor
|
||||
mindspore.numpy.not_equal
|
||||
mindspore.numpy.signbit
|
||||
mindspore.numpy.sometrue
|
||||
|
||||
Math
|
||||
----
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: numpy
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.numpy.absolute
|
||||
mindspore.numpy.add
|
||||
mindspore.numpy.amax
|
||||
mindspore.numpy.amin
|
||||
mindspore.numpy.arccos
|
||||
mindspore.numpy.arccosh
|
||||
mindspore.numpy.arcsin
|
||||
mindspore.numpy.arcsinh
|
||||
mindspore.numpy.arctan
|
||||
mindspore.numpy.arctan2
|
||||
mindspore.numpy.arctanh
|
||||
mindspore.numpy.argmax
|
||||
mindspore.numpy.argmin
|
||||
mindspore.numpy.around
|
||||
mindspore.numpy.average
|
||||
mindspore.numpy.bincount
|
||||
mindspore.numpy.bitwise_and
|
||||
mindspore.numpy.bitwise_or
|
||||
mindspore.numpy.bitwise_xor
|
||||
mindspore.numpy.cbrt
|
||||
mindspore.numpy.ceil
|
||||
mindspore.numpy.clip
|
||||
mindspore.numpy.convolve
|
||||
mindspore.numpy.copysign
|
||||
mindspore.numpy.corrcoef
|
||||
mindspore.numpy.correlate
|
||||
mindspore.numpy.cos
|
||||
mindspore.numpy.cosh
|
||||
mindspore.numpy.count_nonzero
|
||||
mindspore.numpy.cov
|
||||
mindspore.numpy.cross
|
||||
mindspore.numpy.cumprod
|
||||
mindspore.numpy.cumsum
|
||||
mindspore.numpy.deg2rad
|
||||
mindspore.numpy.diff
|
||||
mindspore.numpy.digitize
|
||||
mindspore.numpy.divide
|
||||
mindspore.numpy.divmod
|
||||
mindspore.numpy.dot
|
||||
mindspore.numpy.ediff1d
|
||||
mindspore.numpy.exp
|
||||
mindspore.numpy.exp2
|
||||
mindspore.numpy.expm1
|
||||
mindspore.numpy.fix
|
||||
mindspore.numpy.float_power
|
||||
mindspore.numpy.floor
|
||||
mindspore.numpy.floor_divide
|
||||
mindspore.numpy.fmod
|
||||
mindspore.numpy.gcd
|
||||
mindspore.numpy.gradient
|
||||
mindspore.numpy.heaviside
|
||||
mindspore.numpy.histogram
|
||||
mindspore.numpy.histogram2d
|
||||
mindspore.numpy.histogramdd
|
||||
mindspore.numpy.hypot
|
||||
mindspore.numpy.inner
|
||||
mindspore.numpy.interp
|
||||
mindspore.numpy.invert
|
||||
mindspore.numpy.kron
|
||||
mindspore.numpy.lcm
|
||||
mindspore.numpy.log
|
||||
mindspore.numpy.log10
|
||||
mindspore.numpy.log1p
|
||||
mindspore.numpy.log2
|
||||
mindspore.numpy.logaddexp
|
||||
mindspore.numpy.logaddexp2
|
||||
mindspore.numpy.matmul
|
||||
mindspore.numpy.matrix_power
|
||||
mindspore.numpy.maximum
|
||||
mindspore.numpy.mean
|
||||
mindspore.numpy.minimum
|
||||
mindspore.numpy.multi_dot
|
||||
mindspore.numpy.multiply
|
||||
mindspore.numpy.nancumsum
|
||||
mindspore.numpy.nanmax
|
||||
mindspore.numpy.nanmean
|
||||
mindspore.numpy.nanmin
|
||||
mindspore.numpy.nanstd
|
||||
mindspore.numpy.nansum
|
||||
mindspore.numpy.nanvar
|
||||
mindspore.numpy.negative
|
||||
mindspore.numpy.norm
|
||||
mindspore.numpy.outer
|
||||
mindspore.numpy.polyadd
|
||||
mindspore.numpy.polyder
|
||||
mindspore.numpy.polyint
|
||||
mindspore.numpy.polymul
|
||||
mindspore.numpy.polysub
|
||||
mindspore.numpy.polyval
|
||||
mindspore.numpy.positive
|
||||
mindspore.numpy.power
|
||||
mindspore.numpy.promote_types
|
||||
mindspore.numpy.ptp
|
||||
mindspore.numpy.rad2deg
|
||||
mindspore.numpy.radians
|
||||
mindspore.numpy.ravel_multi_index
|
||||
mindspore.numpy.reciprocal
|
||||
mindspore.numpy.remainder
|
||||
mindspore.numpy.result_type
|
||||
mindspore.numpy.rint
|
||||
mindspore.numpy.searchsorted
|
||||
mindspore.numpy.sign
|
||||
mindspore.numpy.sin
|
||||
mindspore.numpy.sinh
|
||||
mindspore.numpy.sqrt
|
||||
mindspore.numpy.square
|
||||
mindspore.numpy.std
|
||||
mindspore.numpy.subtract
|
||||
mindspore.numpy.sum
|
||||
mindspore.numpy.tan
|
||||
mindspore.numpy.tanh
|
||||
mindspore.numpy.tensordot
|
||||
mindspore.numpy.trapz
|
||||
mindspore.numpy.true_divide
|
||||
mindspore.numpy.trunc
|
||||
mindspore.numpy.unwrap
|
||||
mindspore.numpy.var
|
||||
|
|
@ -1,87 +1,376 @@
|
|||
mindspore.ops
|
||||
=============
|
||||
|
||||
可用于Cell的构造函数的算子。
|
||||
.. include:: operations.rst
|
||||
|
||||
.. code-block::
|
||||
组合算子
|
||||
---------
|
||||
|
||||
import mindspore.ops as ops
|
||||
|
||||
MindSpore中 `mindspore.ops` 接口与上一版本相比，新增、删除和支持平台的变化信息请参考 `API Updates <https://gitee.com/mindspore/docs/blob/master/resource/api_updates/ops_api_updates.md>`_。
|
||||
|
||||
operations
|
||||
----------
|
||||
|
||||
神经网络算子
|
||||
^^^^^^^^^^^^
|
||||
|
||||
operations中的Primitive算子在使用前需要实例化。
|
||||
组合算子是预定义的算子组合。
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BiasAdd
|
||||
mindspore.ops.Elu
|
||||
mindspore.ops.GeLU
|
||||
mindspore.ops.L2Loss
|
||||
mindspore.ops.L2Normalize
|
||||
mindspore.ops.PReLU
|
||||
mindspore.ops.ReLUV2
|
||||
mindspore.ops.SeLU
|
||||
mindspore.ops.Sigmoid
|
||||
mindspore.ops.batch_dot
|
||||
mindspore.ops.clip_by_global_norm
|
||||
mindspore.ops.clip_by_value
|
||||
mindspore.ops.core
|
||||
mindspore.ops.count_nonzero
|
||||
mindspore.ops.cummin
|
||||
mindspore.ops.dot
|
||||
mindspore.ops.gamma
|
||||
mindspore.ops.GradOperation
|
||||
mindspore.ops.HyperMap
|
||||
mindspore.ops.laplace
|
||||
mindspore.ops.Map
|
||||
mindspore.ops.matmul
|
||||
mindspore.ops.multinomial
|
||||
mindspore.ops.MultitypeFuncGraph
|
||||
mindspore.ops.normal
|
||||
mindspore.ops.poisson
|
||||
mindspore.ops.repeat_elements
|
||||
mindspore.ops.sequence_mask
|
||||
mindspore.ops.tensor_dot
|
||||
mindspore.ops.uniform
|
||||
|
||||
Math类型算子
|
||||
^^^^^^^^^^^^
|
||||
functional算子
|
||||
---------------
|
||||
|
||||
functional算子是经过初始化后的Primitive，可以直接作为函数使用。functional算子的使用示例如下：
|
||||
|
||||
.. code-block:: python
|
||||
|
||||
from mindspore import Tensor, ops
|
||||
from mindspore import dtype as mstype
|
||||
|
||||
input_x = Tensor(-1, mstype.int32)
|
||||
input_dict = {'x':1, 'y':2}
|
||||
|
||||
result_abs = ops.absolute(input_x)
|
||||
print(result_abs)
|
||||
|
||||
result_in_dict = ops.in_dict('x', input_dict)
|
||||
print(result_in_dict)
|
||||
|
||||
result_not_in_dict = ops.not_in_dict('x', input_dict)
|
||||
print(result_not_in_dict)
|
||||
|
||||
result_isconstant = ops.isconstant(input_x)
|
||||
print(result_isconstant)
|
||||
|
||||
result_typeof = ops.typeof(input_x)
|
||||
print(result_typeof)
|
||||
|
||||
# outputs:
|
||||
# 1
|
||||
# True
|
||||
# False
|
||||
# True
|
||||
# Tensor[Int32]
|
||||
|
||||
.. list-table::
|
||||
:widths: 50 50
|
||||
:header-rows: 1
|
||||
|
||||
* - functional
|
||||
- Description
|
||||
* - mindspore.ops.absolute
|
||||
- Refer to :class:`mindspore.ops.Abs`.
|
||||
* - mindspore.ops.acos
|
||||
- Refer to :class:`mindspore.ops.ACos`.
|
||||
* - mindspore.ops.acosh
|
||||
- Refer to :class:`mindspore.ops.Acosh`.
|
||||
* - mindspore.ops.add
|
||||
- Refer to :class:`mindspore.ops.Add`.
|
||||
* - mindspore.ops.addn
|
||||
- Refer to :class:`mindspore.ops.AddN`.
|
||||
* - mindspore.ops.asin
|
||||
- Refer to :class:`mindspore.ops.Asin`.
|
||||
* - mindspore.ops.asinh
|
||||
- Refer to :class:`mindspore.ops.Asinh`.
|
||||
* - mindspore.ops.assign
|
||||
- Refer to :class:`mindspore.ops.Assign`.
|
||||
* - mindspore.ops.assign_add
|
||||
- Refer to :class:`mindspore.ops.AssignAdd`.
|
||||
* - mindspore.ops.assign_sub
|
||||
- Refer to :class:`mindspore.ops.AssignSub`.
|
||||
* - mindspore.ops.atan
|
||||
- Refer to :class:`mindspore.ops.Atan`.
|
||||
* - mindspore.ops.atan2
|
||||
- Refer to :class:`mindspore.ops.Atan2`.
|
||||
* - mindspore.ops.atanh
|
||||
- Refer to :class:`mindspore.ops.Atanh`.
|
||||
* - mindspore.ops.bitwise_and
|
||||
- Refer to :class:`mindspore.ops.BitwiseAnd`.
|
||||
* - mindspore.ops.bitwise_or
|
||||
- Refer to :class:`mindspore.ops.BitwiseOr`.
|
||||
* - mindspore.ops.bitwise_xor
|
||||
- Refer to :class:`mindspore.ops.BitwiseXor`.
|
||||
* - mindspore.ops.bool_and
|
||||
- Calculate the result of logical AND operation. (Usage is the same as "and" in Python)
|
||||
* - mindspore.ops.bool_eq
|
||||
- Determine whether the Boolean values are equal. (Usage is the same as "==" in Python)
|
||||
* - mindspore.ops.bool_not
|
||||
- Calculate the result of logical NOT operation. (Usage is the same as "not" in Python)
|
||||
* - mindspore.ops.bool_or
|
||||
- Calculate the result of logical OR operation. (Usage is the same as "or" in Python)
|
||||
* - mindspore.ops.cast
|
||||
- Refer to :class:`mindspore.ops.Cast`.
|
||||
* - mindspore.ops.check_bprop
|
||||
- Refer to :class:`mindspore.ops.CheckBprop`.
|
||||
* - mindspore.ops.cos
|
||||
- Refer to :class:`mindspore.ops.Cos`.
|
||||
* - mindspore.ops.cosh
|
||||
- Refer to :class:`mindspore.ops.Cosh`.
|
||||
* - mindspore.ops.cumprod
|
||||
- Refer to :class:`mindspore.ops.CumProd`.
|
||||
* - mindspore.ops.cumsum
|
||||
- Refer to :class:`mindspore.ops.CumSum`.
|
||||
* - mindspore.ops.div
|
||||
- Refer to :class:`mindspore.ops.RealDiv`.
|
||||
* - mindspore.ops.depend
|
||||
- Refer to :class:`mindspore.ops.Depend`.
|
||||
* - mindspore.ops.dtype
|
||||
- Refer to :class:`mindspore.ops.DType`.
|
||||
* - mindspore.ops.erf
|
||||
- Refer to :class:`mindspore.ops.Erf`.
|
||||
* - mindspore.ops.erfc
|
||||
- Refer to :class:`mindspore.ops.Erfc`.
|
||||
* - mindspore.ops.eye
|
||||
- Refer to :class:`mindspore.ops.Eye`.
|
||||
* - mindspore.ops.equal
|
||||
- Refer to :class:`mindspore.ops.Equal`.
|
||||
* - mindspore.ops.expand_dims
|
||||
- Refer to :class:`mindspore.ops.ExpandDims`.
|
||||
* - mindspore.ops.exp
|
||||
- Refer to :class:`mindspore.ops.Exp`.
|
||||
* - mindspore.ops.fill
|
||||
- Refer to :class:`mindspore.ops.Fill`.
|
||||
* - mindspore.ops.floor
|
||||
- Refer to :class:`mindspore.ops.Floor`.
|
||||
* - mindspore.ops.floordiv
|
||||
- Refer to :class:`mindspore.ops.FloorDiv`.
|
||||
* - mindspore.ops.floormod
|
||||
- Refer to :class:`mindspore.ops.FloorMod`.
|
||||
* - mindspore.ops.gather
|
||||
- Refer to :class:`mindspore.ops.Gather`.
|
||||
* - mindspore.ops.gather_d
|
||||
- Refer to :class:`mindspore.ops.GatherD`.
|
||||
* - mindspore.ops.gather_nd
|
||||
- Refer to :class:`mindspore.ops.GatherNd`.
|
||||
* - mindspore.ops.ge
|
||||
- Refer to :class:`mindspore.ops.GreaterEqual`.
|
||||
* - mindspore.ops.gt
|
||||
- Refer to :class:`mindspore.ops.Greater`.
|
||||
* - mindspore.ops.invert
|
||||
- Refer to :class:`mindspore.ops.Invert`.
|
||||
* - mindspore.ops.in_dict
|
||||
- Determine if a str in dict.
|
||||
* - mindspore.ops.is_not
|
||||
- Determine whether the input is not the same as the other one. (Usage is the same as "is not" in Python)
|
||||
* - mindspore.ops.is\_
|
||||
- Determine whether the input is the same as the other one. (Usage is the same as "is" in Python)
|
||||
* - mindspore.ops.isconstant
|
||||
- Determine whether the object is constant.
|
||||
* - mindspore.ops.isfinite
|
||||
- Refer to :class:`mindspore.ops.IsFinite`.
|
||||
* - mindspore.ops.isinstance\_
|
||||
- Refer to :class:`mindspore.ops.IsInstance`.
|
||||
* - mindspore.ops.isnan
|
||||
- Refer to :class:`mindspore.ops.IsNan`.
|
||||
* - mindspore.ops.issubclass\_
|
||||
- Refer to :class:`mindspore.ops.IsSubClass`.
|
||||
* - mindspore.ops.log
|
||||
- Refer to :class:`mindspore.ops.Log`.
|
||||
* - mindspore.ops.logical_and
|
||||
- Refer to :class:`mindspore.ops.LogicalAnd`.
|
||||
* - mindspore.ops.le
|
||||
- Refer to :class:`mindspore.ops.LessEqual`.
|
||||
* - mindspore.ops.less
|
||||
- Refer to :class:`mindspore.ops.Less`.
|
||||
* - mindspore.ops.logical_and
|
||||
- Refer to :class:`mindspore.ops.LogicalAnd`.
|
||||
* - mindspore.ops.logical_not
|
||||
- Refer to :class:`mindspore.ops.LogicalNot`.
|
||||
* - mindspore.ops.logical_or
|
||||
- Refer to :class:`mindspore.ops.LogicalOr`.
|
||||
* - mindspore.ops.maximum
|
||||
- Refer to :class:`mindspore.ops.Maximum`.
|
||||
* - mindspore.ops.minimum
|
||||
- Refer to :class:`mindspore.ops.Minimum`.
|
||||
* - mindspore.ops.mul
|
||||
- Refer to :class:`mindspore.ops.Mul`.
|
||||
* - mindspore.ops.neg_tensor
|
||||
- Refer to :class:`mindspore.ops.Neg`.
|
||||
* - mindspore.ops.not_equal
|
||||
- Refer to :class:`mindspore.ops.NotEqual`.
|
||||
* - mindspore.ops.not_in_dict
|
||||
- Determine whether the object is not in the dict.
|
||||
* - mindspore.ops.ones_like
|
||||
- Refer to :class:`mindspore.ops.OnesLike`.
|
||||
* - mindspore.ops.partial
|
||||
- Refer to :class:`mindspore.ops.Partial`.
|
||||
* - mindspore.ops.pows
|
||||
- Refer to :class:`mindspore.ops.Pow`.
|
||||
* - mindspore.ops.print\_
|
||||
- Refer to :class:`mindspore.ops.Print`.
|
||||
* - mindspore.ops.rank
|
||||
- Refer to :class:`mindspore.ops.Rank`.
|
||||
* - mindspore.ops.reduce_max
|
||||
- Refer to :class:`mindspore.ops.ReduceMax`.
|
||||
* - mindspore.ops.reduce_mean
|
||||
- Refer to :class:`mindspore.ops.ReduceMean`.
|
||||
* - mindspore.ops.reduce_min
|
||||
- Refer to :class:`mindspore.ops.ReduceMin`.
|
||||
* - mindspore.ops.reduce_prod
|
||||
- Refer to :class:`mindspore.ops.ReduceProd`.
|
||||
* - mindspore.ops.reduce_sum
|
||||
- Refer to :class:`mindspore.ops.ReduceSum`.
|
||||
* - mindspore.ops.reshape
|
||||
- Refer to :class:`mindspore.ops.Reshape`.
|
||||
* - mindspore.ops.same_type_shape
|
||||
- Refer to :class:`mindspore.ops.SameTypeShape`.
|
||||
* - mindspore.ops.scalar_add
|
||||
- Get the sum of two numbers. (Usage is the same as "+" in Python)
|
||||
* - mindspore.ops.scalar_cast
|
||||
- Refer to :class:`mindspore.ops.ScalarCast`.
|
||||
* - mindspore.ops.scalar_div
|
||||
- Get the quotient of dividing the first input number by the second input number. (Usage is the same as "/" in Python)
|
||||
* - mindspore.ops.scalar_eq
|
||||
- Determine whether two numbers are equal. (Usage is the same as "==" in Python)
|
||||
* - mindspore.ops.scalar_floordiv
|
||||
- Divide the first input number by the second input number and round down to the closest integer. (Usage is the same as "//" in Python)
|
||||
* - mindspore.ops.scalar_ge
|
||||
- Determine whether the number is greater than or equal to another number. (Usage is the same as ">=" in Python)
|
||||
* - mindspore.ops.scalar_gt
|
||||
- Determine whether the number is greater than another number. (Usage is the same as ">" in Python)
|
||||
* - mindspore.ops.scalar_le
|
||||
- Determine whether the number is less than or equal to another number. (Usage is the same as "<=" in Python)
|
||||
* - mindspore.ops.scalar_log
|
||||
- Get the natural logarithm of the input number.
|
||||
* - mindspore.ops.scalar_lt
|
||||
- Determine whether the number is less than another number. (Usage is the same as "<" in Python)
|
||||
* - mindspore.ops.scalar_mod
|
||||
- Get the remainder of dividing the first input number by the second input number. (Usage is the same as "%" in Python)
|
||||
* - mindspore.ops.scalar_mul
|
||||
- Get the product of the input two numbers. (Usage is the same as "*" in Python)
|
||||
* - mindspore.ops.scalar_ne
|
||||
- Determine whether two numbers are not equal. (Usage is the same as "!=" in Python)
|
||||
* - mindspore.ops.scalar_pow
|
||||
- Compute a number to the power of the second input number.
|
||||
* - mindspore.ops.scalar_sub
|
||||
- Subtract the second input number from the first input number. (Usage is the same as "-" in Python)
|
||||
* - mindspore.ops.scalar_to_array
|
||||
- Refer to :class:`mindspore.ops.ScalarToArray`.
|
||||
* - mindspore.ops.scalar_to_tensor
|
||||
- Refer to :class:`mindspore.ops.ScalarToTensor`.
|
||||
* - mindspore.ops.scalar_uadd
|
||||
- Get the positive value of the input number.
|
||||
* - mindspore.ops.scalar_usub
|
||||
- Get the negative value of the input number.
|
||||
* - mindspore.ops.scatter_nd
|
||||
- Refer to :class:`mindspore.ops.ScatterNd`.
|
||||
* - mindspore.ops.scatter_nd_update
|
||||
- Refer to :class:`mindspore.ops.ScatterNdUpdate`.
|
||||
* - mindspore.ops.scatter_update
|
||||
- Refer to :class:`mindspore.ops.ScatterUpdate`.
|
||||
* - mindspore.ops.shape
|
||||
- Refer to :class:`mindspore.ops.Shape`.
|
||||
* - mindspore.ops.shape_mul
|
||||
- The input of shape_mul must be shape multiply elements in tuple(shape).
|
||||
* - mindspore.ops.sin
|
||||
- Refer to :class:`mindspore.ops.Sin`.
|
||||
* - mindspore.ops.sinh
|
||||
- Refer to :class:`mindspore.ops.Sinh`.
|
||||
* - mindspore.ops.size
|
||||
- Refer to :class:`mindspore.ops.Size`.
|
||||
* - mindspore.ops.sort
|
||||
- Refer to :class:`mindspore.ops.Sort`.
|
||||
* - mindspore.ops.sqrt
|
||||
- Refer to :class:`mindspore.ops.Sqrt`.
|
||||
* - mindspore.ops.square
|
||||
- Refer to :class:`mindspore.ops.Square`.
|
||||
* - mindspore.ops.squeeze
|
||||
- Refer to :class:`mindspore.ops.Squeeze`.
|
||||
* - mindspore.ops.stack
|
||||
- Refer to :class:`mindspore.ops.Stack`.
|
||||
* - mindspore.ops.stop_gradient
|
||||
- Disable update during back propagation. (`stop_gradient <https://www.mindspore.cn/tutorials/en/master/autograd.html#stop-gradient>`_)
|
||||
* - mindspore.ops.strided_slice
|
||||
- Refer to :class:`mindspore.ops.StridedSlice`.
|
||||
* - mindspore.ops.string_concat
|
||||
- Concatenate two strings.
|
||||
* - mindspore.ops.string_eq
|
||||
- Determine if two strings are equal.
|
||||
* - mindspore.ops.sub
|
||||
- Refer to :class:`mindspore.ops.Sub`.
|
||||
* - mindspore.ops.tan
|
||||
- Refer to :class:`mindspore.ops.Tan`.
|
||||
* - mindspore.ops.tanh
|
||||
- Refer to :class:`mindspore.ops.Tanh`.
|
||||
* - mindspore.ops.tensor_add
|
||||
- Refer to :class:`mindspore.ops.Add`.
|
||||
* - mindspore.ops.tensor_div
|
||||
- Refer to :class:`mindspore.ops.RealDiv`.
|
||||
* - mindspore.ops.tensor_exp
|
||||
- Refer to :class:`mindspore.ops.Exp`.
|
||||
* - mindspore.ops.tensor_expm1
|
||||
- Refer to :class:`mindspore.ops.Expm1`.
|
||||
* - mindspore.ops.tensor_floordiv
|
||||
- Refer to :class:`mindspore.ops.FloorDiv`.
|
||||
* - mindspore.ops.tensor_ge
|
||||
- Refer to :class:`mindspore.ops.GreaterEqual`.
|
||||
* - mindspore.ops.tensor_gt
|
||||
- Refer to :class:`mindspore.ops.Greater`.
|
||||
* - mindspore.ops.tensor_le
|
||||
- Refer to :class:`mindspore.ops.LessEqual`.
|
||||
* - mindspore.ops.tensor_lt
|
||||
- Refer to :class:`mindspore.ops.Less`.
|
||||
* - mindspore.ops.tensor_mod
|
||||
- Refer to :class:`mindspore.ops.FloorMod`.
|
||||
* - mindspore.ops.tensor_mul
|
||||
- Refer to :class:`mindspore.ops.Mul`.
|
||||
* - mindspore.ops.tensor_pow
|
||||
- Refer to :class:`mindspore.ops.Pow`.
|
||||
* - mindspore.ops.tensor_scatter_add
|
||||
- Refer to :class:`mindspore.ops.TensorScatterAdd`.
|
||||
* - mindspore.ops.tensor_scatter_update
|
||||
- Refer to :class:`mindspore.ops.TensorScatterUpdate`.
|
||||
* - mindspore.ops.tensor_slice
|
||||
- Refer to :class:`mindspore.ops.Slice`.
|
||||
* - mindspore.ops.tensor_sub
|
||||
- Refer to :class:`mindspore.ops.Sub`.
|
||||
* - mindspore.ops.tile
|
||||
- Refer to :class:`mindspore.ops.Tile`.
|
||||
* - mindspore.ops.transpose
|
||||
- Refer to :class:`mindspore.ops.Transpose`.
|
||||
* - mindspore.ops.tuple_to_array
|
||||
- Refer to :class:`mindspore.ops.TupleToArray`.
|
||||
* - mindspore.ops.typeof
|
||||
- Get type of object.
|
||||
* - mindspore.ops.zeros_like
|
||||
- Refer to :class:`mindspore.ops.ZerosLike`.
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Add
|
||||
mindspore.ops.AddN
|
||||
mindspore.ops.Div
|
||||
mindspore.ops.Eps
|
||||
mindspore.ops.Erf
|
||||
mindspore.ops.Greater
|
||||
mindspore.ops.Inv
|
||||
mindspore.ops.LessEqual
|
||||
mindspore.ops.Log
|
||||
mindspore.ops.MatMul
|
||||
mindspore.ops.Mul
|
||||
mindspore.ops.Pow
|
||||
mindspore.ops.Sub
|
||||
|
||||
Array类型算子
|
||||
^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
|
||||
mindspore.ops.Eye
|
||||
mindspore.ops.Fill
|
||||
mindspore.ops.Gather
|
||||
mindspore.ops.OnesLike
|
||||
mindspore.ops.Reshape
|
||||
mindspore.ops.Size
|
||||
mindspore.ops.Squeeze
|
||||
mindspore.ops.Tile
|
||||
mindspore.ops.ZerosLike
|
||||
|
||||
|
||||
Random类型算子
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
|
||||
mindspore.ops.Gamma
|
||||
mindspore.ops.UniformReal
|
||||
|
||||
mindspore.ops.grad
|
||||
mindspore.ops.jvp
|
||||
mindspore.ops.narrow
|
||||
mindspore.ops.select
|
||||
mindspore.ops.vjp
|
||||
|
||||
原语
|
||||
----
|
||||
-----
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
.. autosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.constexpr
|
||||
mindspore.ops.prim_attr_register
|
||||
|
|
@ -89,20 +378,27 @@ Random类型算子
|
|||
mindspore.ops.PrimitiveWithCheck
|
||||
mindspore.ops.PrimitiveWithInfer
|
||||
|
||||
|
||||
函数实现注册
|
||||
--------------
|
||||
----------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
.. autosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.get_vm_impl_fn
|
||||
|
||||
|
||||
算子信息注册
|
||||
--------------
|
||||
----------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
.. autosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AiCPURegOp
|
||||
mindspore.ops.custom_info_register
|
||||
mindspore.ops.CustomRegOp
|
||||
mindspore.ops.DataType
|
||||
mindspore.ops.op_info_register
|
||||
mindspore.ops.TBERegOp
|
||||
|
|
|
|||
|
|
@ -0,0 +1,14 @@
|
|||
mindspore.parallel.nn
|
||||
======================
|
||||
|
||||
Transformer接口的导入方式由 `mindspore.parallel.nn` 修改为 `mindspore.nn.transformer` ，这些接口的使用方式不变。
|
||||
|
||||
原始的导入方式将保留1-2个版本。你可以通过以下样例查看差异：
|
||||
|
||||
::
|
||||
|
||||
# r1.5
|
||||
from mindspore.parallel.nn import Transformer
|
||||
|
||||
# Current
|
||||
from mindspore.nn.transformer import Transformer
|
||||
|
|
@ -0,0 +1,5 @@
|
|||
mindspore.parallel
|
||||
==================
|
||||
|
||||
.. automodule:: mindspore.parallel
|
||||
:members:
|
||||
|
|
@ -118,3 +118,24 @@ MindData数据集处理
|
|||
:toctree: mindspore
|
||||
|
||||
mindspore.run_check
|
||||
|
||||
调试
|
||||
------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: mindspore
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.set_dump
|
||||
|
||||
内存回收
|
||||
----------
|
||||
|
||||
.. cnmsautosummary::
|
||||
:toctree: mindspore
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ms_memory_recycle
|
||||
|
||||
|
|
@ -0,0 +1,44 @@
|
|||
mindspore.scipy
|
||||
===============
|
||||
|
||||
.. automodule:: mindspore.scipy
|
||||
|
||||
mindspore.scipy.linalg
|
||||
----------------------
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: scipy
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.scipy.linalg.block_diag
|
||||
mindspore.scipy.linalg.eigh
|
||||
mindspore.scipy.linalg.inv
|
||||
mindspore.scipy.linalg.lu
|
||||
mindspore.scipy.linalg.lu_factor
|
||||
|
||||
mindspore.scipy.optimize
|
||||
------------------------
|
||||
|
||||
.. automodule:: mindspore.scipy.optimize
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: scipy
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.scipy.optimize.line_search
|
||||
mindspore.scipy.optimize.minimize
|
||||
|
||||
mindspore.scipy.sparse.linalg
|
||||
-----------------------------
|
||||
|
||||
.. automodule:: mindspore.scipy.sparse.linalg
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: scipy
|
||||
:nosignatures:
|
||||
:template: classtemplate_inherited.rst
|
||||
|
||||
mindspore.scipy.sparse.linalg.cg
|
||||
mindspore.scipy.sparse.linalg.gmres
|
||||
|
|
@ -27,6 +27,9 @@ mindspore.train.callback
|
|||
|
||||
.. include:: train/mindspore.train.callback.LearningRateScheduler.rst
|
||||
|
||||
.. automodule:: mindspore.train.callback
|
||||
:members:
|
||||
|
||||
mindspore.train.train_thor
|
||||
--------------------------
|
||||
|
||||
|
|
|
|||
|
|
@ -0,0 +1,431 @@
|
|||
operations
|
||||
----------
|
||||
|
||||
神经网络算子
|
||||
^^^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
operations中的Primitive算子在使用前需要实例化。
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Acosh
|
||||
mindspore.ops.Adam
|
||||
mindspore.ops.AdamNoUpdateParam
|
||||
mindspore.ops.AdamWeightDecay
|
||||
mindspore.ops.AdaptiveAvgPool2D
|
||||
mindspore.ops.ApplyAdadelta
|
||||
mindspore.ops.ApplyAdagrad
|
||||
mindspore.ops.ApplyAdagradDA
|
||||
mindspore.ops.ApplyAdagradV2
|
||||
mindspore.ops.ApplyAdaMax
|
||||
mindspore.ops.ApplyAddSign
|
||||
mindspore.ops.ApplyCenteredRMSProp
|
||||
mindspore.ops.ApplyGradientDescent
|
||||
mindspore.ops.ApplyMomentum
|
||||
mindspore.ops.ApplyPowerSign
|
||||
mindspore.ops.ApplyProximalAdagrad
|
||||
mindspore.ops.ApplyProximalGradientDescent
|
||||
mindspore.ops.ApplyRMSProp
|
||||
mindspore.ops.AvgPool
|
||||
mindspore.ops.AvgPool3D
|
||||
mindspore.ops.BasicLSTMCell
|
||||
mindspore.ops.BatchNorm
|
||||
mindspore.ops.BCEWithLogitsLoss
|
||||
mindspore.ops.BiasAdd
|
||||
mindspore.ops.BinaryCrossEntropy
|
||||
mindspore.ops.ComputeAccidentalHits
|
||||
mindspore.ops.Conv2D
|
||||
mindspore.ops.Conv2DBackpropInput
|
||||
mindspore.ops.Conv2DTranspose
|
||||
mindspore.ops.Conv3D
|
||||
mindspore.ops.Conv3DTranspose
|
||||
mindspore.ops.CTCGreedyDecoder
|
||||
mindspore.ops.CTCLoss
|
||||
mindspore.ops.DataFormatDimMap
|
||||
mindspore.ops.DepthwiseConv2dNative
|
||||
mindspore.ops.Dropout
|
||||
mindspore.ops.Dropout2D
|
||||
mindspore.ops.Dropout3D
|
||||
mindspore.ops.DropoutDoMask
|
||||
mindspore.ops.DropoutGenMask
|
||||
mindspore.ops.DynamicGRUV2
|
||||
mindspore.ops.DynamicRNN
|
||||
mindspore.ops.Elu
|
||||
mindspore.ops.FastGeLU
|
||||
mindspore.ops.Flatten
|
||||
mindspore.ops.FloorMod
|
||||
mindspore.ops.FusedSparseAdam
|
||||
mindspore.ops.FusedSparseLazyAdam
|
||||
mindspore.ops.FusedSparseProximalAdagrad
|
||||
mindspore.ops.GeLU
|
||||
mindspore.ops.GetNext
|
||||
mindspore.ops.HShrink
|
||||
mindspore.ops.HSigmoid
|
||||
mindspore.ops.HSwish
|
||||
mindspore.ops.KLDivLoss
|
||||
mindspore.ops.L2Loss
|
||||
mindspore.ops.L2Normalize
|
||||
mindspore.ops.LARSUpdate
|
||||
mindspore.ops.LayerNorm
|
||||
mindspore.ops.LogSoftmax
|
||||
mindspore.ops.LRN
|
||||
mindspore.ops.LSTM
|
||||
mindspore.ops.MaxPool
|
||||
mindspore.ops.MaxPool3D
|
||||
mindspore.ops.MaxPoolWithArgmax
|
||||
mindspore.ops.MirrorPad
|
||||
mindspore.ops.Mish
|
||||
mindspore.ops.NLLLoss
|
||||
mindspore.ops.OneHot
|
||||
mindspore.ops.Pad
|
||||
mindspore.ops.PReLU
|
||||
mindspore.ops.ReLU
|
||||
mindspore.ops.ReLU6
|
||||
mindspore.ops.ReLUV2
|
||||
mindspore.ops.ResizeBilinear
|
||||
mindspore.ops.RNNTLoss
|
||||
mindspore.ops.ROIAlign
|
||||
mindspore.ops.SeLU
|
||||
mindspore.ops.SGD
|
||||
mindspore.ops.Sigmoid
|
||||
mindspore.ops.SigmoidCrossEntropyWithLogits
|
||||
mindspore.ops.SmoothL1Loss
|
||||
mindspore.ops.SoftMarginLoss
|
||||
mindspore.ops.Softmax
|
||||
mindspore.ops.SoftmaxCrossEntropyWithLogits
|
||||
mindspore.ops.Softplus
|
||||
mindspore.ops.SoftShrink
|
||||
mindspore.ops.Softsign
|
||||
mindspore.ops.SparseApplyAdagrad
|
||||
mindspore.ops.SparseApplyAdagradV2
|
||||
mindspore.ops.SparseApplyProximalAdagrad
|
||||
mindspore.ops.SparseSoftmaxCrossEntropyWithLogits
|
||||
mindspore.ops.Stack
|
||||
mindspore.ops.Tanh
|
||||
mindspore.ops.TopK
|
||||
mindspore.ops.Unstack
|
||||
|
||||
数学算子
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Abs
|
||||
mindspore.ops.AccumulateNV2
|
||||
mindspore.ops.ACos
|
||||
mindspore.ops.Add
|
||||
mindspore.ops.AddN
|
||||
mindspore.ops.ApproximateEqual
|
||||
mindspore.ops.Asin
|
||||
mindspore.ops.Asinh
|
||||
mindspore.ops.AssignAdd
|
||||
mindspore.ops.AssignSub
|
||||
mindspore.ops.Atan
|
||||
mindspore.ops.Atan2
|
||||
mindspore.ops.Atanh
|
||||
mindspore.ops.BatchMatMul
|
||||
mindspore.ops.BesselI0e
|
||||
mindspore.ops.BesselI1e
|
||||
mindspore.ops.BitwiseAnd
|
||||
mindspore.ops.BitwiseOr
|
||||
mindspore.ops.BitwiseXor
|
||||
mindspore.ops.Cdist
|
||||
mindspore.ops.Ceil
|
||||
mindspore.ops.Conj
|
||||
mindspore.ops.Cos
|
||||
mindspore.ops.Cosh
|
||||
mindspore.ops.CumProd
|
||||
mindspore.ops.CumSum
|
||||
mindspore.ops.Div
|
||||
mindspore.ops.DivNoNan
|
||||
mindspore.ops.Eps
|
||||
mindspore.ops.Equal
|
||||
mindspore.ops.EqualCount
|
||||
mindspore.ops.Erf
|
||||
mindspore.ops.Erfc
|
||||
mindspore.ops.Erfinv
|
||||
mindspore.ops.Exp
|
||||
mindspore.ops.Expm1
|
||||
mindspore.ops.FloatStatus
|
||||
mindspore.ops.Floor
|
||||
mindspore.ops.FloorDiv
|
||||
mindspore.ops.Ger
|
||||
mindspore.ops.Greater
|
||||
mindspore.ops.GreaterEqual
|
||||
mindspore.ops.HistogramFixedWidth
|
||||
mindspore.ops.Imag
|
||||
mindspore.ops.IndexAdd
|
||||
mindspore.ops.InplaceAdd
|
||||
mindspore.ops.InplaceSub
|
||||
mindspore.ops.Inv
|
||||
mindspore.ops.Invert
|
||||
mindspore.ops.IsInf
|
||||
mindspore.ops.IsNan
|
||||
mindspore.ops.Lerp
|
||||
mindspore.ops.Less
|
||||
mindspore.ops.LessEqual
|
||||
mindspore.ops.LinSpace
|
||||
mindspore.ops.Log
|
||||
mindspore.ops.Log1p
|
||||
mindspore.ops.LogicalAnd
|
||||
mindspore.ops.LogicalNot
|
||||
mindspore.ops.LogicalOr
|
||||
mindspore.ops.LpNorm
|
||||
mindspore.ops.MatMul
|
||||
mindspore.ops.MatrixInverse
|
||||
mindspore.ops.Maximum
|
||||
mindspore.ops.Minimum
|
||||
mindspore.ops.Mod
|
||||
mindspore.ops.Mul
|
||||
mindspore.ops.MulNoNan
|
||||
mindspore.ops.Neg
|
||||
mindspore.ops.NMSWithMask
|
||||
mindspore.ops.NotEqual
|
||||
mindspore.ops.NPUAllocFloatStatus
|
||||
mindspore.ops.NPUClearFloatStatus
|
||||
mindspore.ops.NPUGetFloatStatus
|
||||
mindspore.ops.Pow
|
||||
mindspore.ops.Real
|
||||
mindspore.ops.RealDiv
|
||||
mindspore.ops.Reciprocal
|
||||
mindspore.ops.ReduceAll
|
||||
mindspore.ops.ReduceAny
|
||||
mindspore.ops.ReduceMax
|
||||
mindspore.ops.ReduceMean
|
||||
mindspore.ops.ReduceMin
|
||||
mindspore.ops.ReduceProd
|
||||
mindspore.ops.ReduceSum
|
||||
mindspore.ops.Round
|
||||
mindspore.ops.Rsqrt
|
||||
mindspore.ops.Sign
|
||||
mindspore.ops.Sin
|
||||
mindspore.ops.Sinh
|
||||
mindspore.ops.Sqrt
|
||||
mindspore.ops.Square
|
||||
mindspore.ops.SquaredDifference
|
||||
mindspore.ops.SquareSumAll
|
||||
mindspore.ops.Sub
|
||||
mindspore.ops.Tan
|
||||
mindspore.ops.TruncateDiv
|
||||
mindspore.ops.TruncateMod
|
||||
mindspore.ops.Xdivy
|
||||
mindspore.ops.Xlogy
|
||||
|
||||
数组算子
|
||||
^^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.ApplyFtrl
|
||||
mindspore.ops.Argmax
|
||||
mindspore.ops.ArgMaxWithValue
|
||||
mindspore.ops.Argmin
|
||||
mindspore.ops.ArgMinWithValue
|
||||
mindspore.ops.BatchToSpace
|
||||
mindspore.ops.BatchToSpaceND
|
||||
mindspore.ops.BroadcastTo
|
||||
mindspore.ops.Cast
|
||||
mindspore.ops.Concat
|
||||
mindspore.ops.DepthToSpace
|
||||
mindspore.ops.DType
|
||||
mindspore.ops.DynamicShape
|
||||
mindspore.ops.EditDistance
|
||||
mindspore.ops.EmbeddingLookup
|
||||
mindspore.ops.ExpandDims
|
||||
mindspore.ops.ExtractVolumePatches
|
||||
mindspore.ops.Eye
|
||||
mindspore.ops.Fill
|
||||
mindspore.ops.FusedSparseFtrl
|
||||
mindspore.ops.Gather
|
||||
mindspore.ops.GatherD
|
||||
mindspore.ops.GatherNd
|
||||
mindspore.ops.Identity
|
||||
mindspore.ops.InplaceUpdate
|
||||
mindspore.ops.InvertPermutation
|
||||
mindspore.ops.IsFinite
|
||||
mindspore.ops.IsInstance
|
||||
mindspore.ops.IsSubClass
|
||||
mindspore.ops.MaskedFill
|
||||
mindspore.ops.MaskedSelect
|
||||
mindspore.ops.Meshgrid
|
||||
mindspore.ops.Ones
|
||||
mindspore.ops.OnesLike
|
||||
mindspore.ops.Padding
|
||||
mindspore.ops.ParallelConcat
|
||||
mindspore.ops.Randperm
|
||||
mindspore.ops.Rank
|
||||
mindspore.ops.Reshape
|
||||
mindspore.ops.ResizeNearestNeighbor
|
||||
mindspore.ops.ReverseSequence
|
||||
mindspore.ops.ReverseV2
|
||||
mindspore.ops.Rint
|
||||
mindspore.ops.SameTypeShape
|
||||
mindspore.ops.ScalarCast
|
||||
mindspore.ops.ScalarToArray
|
||||
mindspore.ops.ScalarToTensor
|
||||
mindspore.ops.ScatterAdd
|
||||
mindspore.ops.ScatterDiv
|
||||
mindspore.ops.ScatterMax
|
||||
mindspore.ops.ScatterMin
|
||||
mindspore.ops.ScatterMul
|
||||
mindspore.ops.ScatterNd
|
||||
mindspore.ops.ScatterNdAdd
|
||||
mindspore.ops.ScatterNdSub
|
||||
mindspore.ops.ScatterNdUpdate
|
||||
mindspore.ops.ScatterNonAliasingAdd
|
||||
mindspore.ops.ScatterSub
|
||||
mindspore.ops.ScatterUpdate
|
||||
mindspore.ops.Select
|
||||
mindspore.ops.Shape
|
||||
mindspore.ops.Size
|
||||
mindspore.ops.Slice
|
||||
mindspore.ops.Sort
|
||||
mindspore.ops.SpaceToBatch
|
||||
mindspore.ops.SpaceToBatchND
|
||||
mindspore.ops.SpaceToDepth
|
||||
mindspore.ops.SparseApplyFtrl
|
||||
mindspore.ops.SparseApplyFtrlV2
|
||||
mindspore.ops.SparseGatherV2
|
||||
mindspore.ops.Split
|
||||
mindspore.ops.SplitV
|
||||
mindspore.ops.Squeeze
|
||||
mindspore.ops.StridedSlice
|
||||
mindspore.ops.TensorScatterAdd
|
||||
mindspore.ops.TensorScatterMax
|
||||
mindspore.ops.TensorScatterMin
|
||||
mindspore.ops.TensorScatterSub
|
||||
mindspore.ops.TensorScatterUpdate
|
||||
mindspore.ops.Tile
|
||||
mindspore.ops.Transpose
|
||||
mindspore.ops.TupleToArray
|
||||
mindspore.ops.Unique
|
||||
mindspore.ops.UniqueWithPad
|
||||
mindspore.ops.UnsortedSegmentMax
|
||||
mindspore.ops.UnsortedSegmentMin
|
||||
mindspore.ops.UnsortedSegmentProd
|
||||
mindspore.ops.UnsortedSegmentSum
|
||||
mindspore.ops.Zeros
|
||||
mindspore.ops.ZerosLike
|
||||
|
||||
通信算子
|
||||
^^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
注意，以下列表中的接口需要先配置好通信环境变量。
|
||||
|
||||
针对Ascend设备，用户需要准备rank表，设置rank_id和device_id，详见 `Ascend指导文档 \
|
||||
<https://www.mindspore.cn/tutorials/zh-CN/master/intermediate/distributed_training/
|
||||
distributed_training_ascend.html#id12>`_ 。
|
||||
|
||||
针对GPU设备，用户需要准备host文件和mpi，详见 `GPU指导文档 \
|
||||
<https://www.mindspore.cn/tutorials/zh-CN/master/intermediate/distributed_training/distributed_training_gpu.html#id6>`_ 。
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AllGather
|
||||
mindspore.ops.AllReduce
|
||||
mindspore.ops.AlltoAll
|
||||
mindspore.ops.Broadcast
|
||||
mindspore.ops.NeighborExchange
|
||||
mindspore.ops.NeighborExchangeV2
|
||||
mindspore.ops.ReduceOp
|
||||
mindspore.ops.ReduceScatter
|
||||
|
||||
调试算子
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.HistogramSummary
|
||||
mindspore.ops.HookBackward
|
||||
mindspore.ops.ImageSummary
|
||||
mindspore.ops.InsertGradientOf
|
||||
mindspore.ops.Print
|
||||
mindspore.ops.ScalarSummary
|
||||
mindspore.ops.TensorSummary
|
||||
|
||||
|
||||
随机算子
|
||||
^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Gamma
|
||||
mindspore.ops.LogUniformCandidateSampler
|
||||
mindspore.ops.Multinomial
|
||||
mindspore.ops.Poisson
|
||||
mindspore.ops.RandomCategorical
|
||||
mindspore.ops.RandomChoiceWithMask
|
||||
mindspore.ops.StandardLaplace
|
||||
mindspore.ops.StandardNormal
|
||||
mindspore.ops.UniformCandidateSampler
|
||||
mindspore.ops.UniformInt
|
||||
mindspore.ops.UniformReal
|
||||
|
||||
图像算子
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.CropAndResize
|
||||
|
||||
稀疏算子
|
||||
^^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.SparseToDense
|
||||
mindspore.ops.SparseTensorDenseMatmul
|
||||
|
||||
自定义算子
|
||||
^^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Custom
|
||||
|
||||
其他算子
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. cnmsplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Assign
|
||||
mindspore.ops.BoundingBoxDecode
|
||||
mindspore.ops.BoundingBoxEncode
|
||||
mindspore.ops.CheckBprop
|
||||
mindspore.ops.CheckValid
|
||||
mindspore.ops.Depend
|
||||
mindspore.ops.InTopK
|
||||
mindspore.ops.IOU
|
||||
mindspore.ops.NoRepeatNGram
|
||||
mindspore.ops.Partial
|
||||
mindspore.ops.PopulationCount
|
||||
|
|
@ -1,7 +1,7 @@
|
|||
mindspore.ops.DataType
|
||||
======================
|
||||
|
||||
.. py:class:: mindspore.ops.DataType:
|
||||
.. py:class:: mindspore.ops.DataType
|
||||
|
||||
Ascend算子的dtype和format的多种组合。
|
||||
|
||||
|
|
|
|||
|
|
@ -1,7 +1,7 @@
|
|||
mindspore.ops.constexpr
|
||||
=======================
|
||||
|
||||
.. py:function:: mindspore.ops.constexpr(fn=None, get_instance=True, name=None):
|
||||
.. py:function:: mindspore.ops.constexpr(fn=None, get_instance=True, name=None)
|
||||
|
||||
创建PrimiveWithInfer算子，用于在编译时推断值。可以用它定义函数，从而使用构造函数中的常量计算出常量值。
|
||||
|
||||
|
|
@ -9,4 +9,4 @@ mindspore.ops.constexpr
|
|||
|
||||
- **fn** (function) - `fn` 用作输出算子的infer_value。默认值：None。
|
||||
- **get_instance** (bool) - 如果为True，返回算子的实例，否则返回算子的类。默认值：True。
|
||||
- **name** (str) - 定义算子的名称。如果 `name` 为None，则使用函数名称作为算子名称。默认值：None。
|
||||
- **name** (str) - 定义算子的名称。如果 `name` 为None，则使用函数名称作为算子名称。默认值：None。
|
||||
|
|
@ -1,7 +1,7 @@
|
|||
mindspore.ops.get_vm_impl_fn
|
||||
============================
|
||||
|
||||
.. py:function:: mindspore.ops.get_vm_impl_fn(prim):
|
||||
.. py:function:: mindspore.ops.get_vm_impl_fn(prim)
|
||||
|
||||
通过Primitive对象或Primitive名称，获取虚拟实现函数。
|
||||
|
||||
|
|
|
|||
|
|
@ -1,7 +1,7 @@
|
|||
mindspore.ops.prim_attr_register
|
||||
================================
|
||||
|
||||
.. py:function:: mindspore.ops.prim_attr_register(fn):
|
||||
.. py:function:: mindspore.ops.prim_attr_register(fn)
|
||||
|
||||
Primitive属性的注册器。
|
||||
|
||||
|
|
|
|||
Loading…
Reference in New Issue