forked from mindspore-Ecosystem/mindspore
206 lines
5.9 KiB
ReStructuredText
206 lines
5.9 KiB
ReStructuredText
mindspore.dataset
|
|
=================
|
|
|
|
.. automodule:: mindspore.dataset
|
|
|
|
Vision
|
|
-------
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_dataset.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.Food101Dataset
|
|
mindspore.dataset.ImageFolderDataset
|
|
mindspore.dataset.KMnistDataset
|
|
mindspore.dataset.ManifestDataset
|
|
mindspore.dataset.MnistDataset
|
|
mindspore.dataset.PhotoTourDataset
|
|
mindspore.dataset.Places365Dataset
|
|
mindspore.dataset.QMnistDataset
|
|
mindspore.dataset.RenderedSST2Dataset
|
|
mindspore.dataset.SBDataset
|
|
mindspore.dataset.SBUDataset
|
|
mindspore.dataset.SemeionDataset
|
|
mindspore.dataset.STL10Dataset
|
|
mindspore.dataset.SUN397Dataset
|
|
mindspore.dataset.SVHNDataset
|
|
mindspore.dataset.USPSDataset
|
|
mindspore.dataset.VOCDataset
|
|
mindspore.dataset.WIDERFaceDataset
|
|
|
|
Text
|
|
-----
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_dataset.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.SST2Dataset
|
|
mindspore.dataset.TextFileDataset
|
|
mindspore.dataset.UDPOSDataset
|
|
mindspore.dataset.WikiTextDataset
|
|
mindspore.dataset.YahooAnswersDataset
|
|
mindspore.dataset.YelpReviewDataset
|
|
|
|
Audio
|
|
------
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_dataset.rst
|
|
|
|
mindspore.dataset.LJSpeechDataset
|
|
mindspore.dataset.SpeechCommandsDataset
|
|
mindspore.dataset.TedliumDataset
|
|
mindspore.dataset.YesNoDataset
|
|
|
|
Standard Format
|
|
----------------
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_dataset.rst
|
|
|
|
mindspore.dataset.CSVDataset
|
|
mindspore.dataset.MindDataset
|
|
mindspore.dataset.OBSMindDataset
|
|
mindspore.dataset.TFRecordDataset
|
|
|
|
User Defined
|
|
--------------
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_dataset.rst
|
|
|
|
mindspore.dataset.GeneratorDataset
|
|
mindspore.dataset.NumpySlicesDataset
|
|
mindspore.dataset.PaddedDataset
|
|
mindspore.dataset.RandomDataset
|
|
|
|
Graph
|
|
------
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_dataset.rst
|
|
|
|
mindspore.dataset.ArgoverseDataset
|
|
mindspore.dataset.Graph
|
|
mindspore.dataset.GraphData
|
|
mindspore.dataset.InMemoryGraphDataset
|
|
|
|
Sampler
|
|
--------
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_inherited_sampler.rst
|
|
|
|
mindspore.dataset.DistributedSampler
|
|
mindspore.dataset.PKSampler
|
|
mindspore.dataset.RandomSampler
|
|
mindspore.dataset.SequentialSampler
|
|
mindspore.dataset.SubsetRandomSampler
|
|
mindspore.dataset.SubsetSampler
|
|
mindspore.dataset.WeightedRandomSampler
|
|
|
|
Config
|
|
-------
|
|
|
|
The configuration module provides various functions to set and get the supported configuration parameters, and read a configuration file.
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_dataset.rst
|
|
|
|
mindspore.dataset.config.set_sending_batches
|
|
mindspore.dataset.config.load
|
|
mindspore.dataset.config.set_seed
|
|
mindspore.dataset.config.get_seed
|
|
mindspore.dataset.config.set_prefetch_size
|
|
mindspore.dataset.config.get_prefetch_size
|
|
mindspore.dataset.config.set_num_parallel_workers
|
|
mindspore.dataset.config.get_num_parallel_workers
|
|
mindspore.dataset.config.set_numa_enable
|
|
mindspore.dataset.config.get_numa_enable
|
|
mindspore.dataset.config.set_monitor_sampling_interval
|
|
mindspore.dataset.config.get_monitor_sampling_interval
|
|
mindspore.dataset.config.set_callback_timeout
|
|
mindspore.dataset.config.get_callback_timeout
|
|
mindspore.dataset.config.set_auto_num_workers
|
|
mindspore.dataset.config.get_auto_num_workers
|
|
mindspore.dataset.config.set_enable_shared_mem
|
|
mindspore.dataset.config.get_enable_shared_mem
|
|
mindspore.dataset.config.set_enable_autotune
|
|
mindspore.dataset.config.get_enable_autotune
|
|
mindspore.dataset.config.set_autotune_interval
|
|
mindspore.dataset.config.get_autotune_interval
|
|
mindspore.dataset.config.set_auto_offload
|
|
mindspore.dataset.config.get_auto_offload
|
|
mindspore.dataset.config.set_enable_watchdog
|
|
mindspore.dataset.config.get_enable_watchdog
|
|
mindspore.dataset.config.set_fast_recovery
|
|
mindspore.dataset.config.get_fast_recovery
|
|
mindspore.dataset.config.set_multiprocessing_timeout_interval
|
|
mindspore.dataset.config.get_multiprocessing_timeout_interval
|
|
mindspore.dataset.config.set_error_samples_mode
|
|
mindspore.dataset.config.get_error_samples_mode
|
|
|
|
Others
|
|
-------
|
|
|
|
.. autosummary::
|
|
:toctree: dataset
|
|
:nosignatures:
|
|
:template: classtemplate_dataset.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
|
|
mindspore.dataset.show
|
|
mindspore.dataset.sync_wait_for_dataset
|
|
mindspore.dataset.utils.imshow_det_bbox
|