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新闻 Keras 2.1.2 发布,高度模块化的神经网络库 下载

本帖由 漂亮的石头2017-12-06 发布。版面名称:软件资讯

  1. 漂亮的石头

    漂亮的石头 版主 管理成员

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    Keras 是一个极简的、高度模块化的神经网络库,采用 Python 开发,能够运行在 TensorFlowCNTKTheano 平台上。Keras 2.1.2 更新如下

    改进


    • Bug 修复和性能改进。


    • Keras 应用、生成器方法的 API 改进。

    API 更改


    • Make preprocess_input in all Keras applications compatible with both Numpy arrays and symbolic tensors (previously only supported Numpy arrays).


    • Allow the weights argument in all Keras applications to accept the path to a custom weights file to load (previously only supported the built-in imagenet weights file).


    • steps_per_epoch behavior change in generator training/evaluation methods:


      • If specified, the specified value will be used (previously, in the case of generator of type Sequence, the specified value was overridden by the Sequence length)


      • If unspecified and if the generator passed is a Sequence, we set it to the Sequencelength.

    • Allow workers=0 in generator training/evaluation methods (will run the generator in the main process, in a blocking way).


    • Add interpolation argument in ImageDataGenerator.flow_from_directory, allowing a custom interpolation method for image resizing.


    • Allow gpus argument in multi_gpu_model to be a list of specific GPU ids.

    请注意, steps_per_epoch 如上所述的更改,可能会影响部分用户使用。

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