Tensorflow Datasets v1.0.1 API tfds.download (三)

最新推荐文章于 2024-12-05 13:17:14 发布

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本文深入探讨了TFDS (TensorFlow Datasets) 中的下载管理器功能，包括配置选项、资源处理、文件提取方法及缓存策略。适用于理解TFDS如何高效地下载和准备数据集。

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Defined in core/download/init.py.

tfds.download.DownloadManager API.

Classes

class DownloadConfig: Configuration for tfds.core.DatasetBuilder.download_and_prepare.
class DownloadManager: Manages the download and extraction of files, as well as caching.
class ComputeStatsMode: Mode to decide if dynamic dataset info fields should be computed or not.
class GenerateMode: Enum for how to treat pre-existing downloads and data.
class Resource: Represents a resource to download, extract, or both.
class ExtractMethod: The extraction method to use to pre-process a downloaded file.

Functions