ValueError: numpy.ndarray size changed, may indicate binary incompatibility. Expected 48 from C head

最新推荐文章于 2025-02-19 13:27:07 发布

orchisan

最新推荐文章于 2025-02-19 13:27:07 发布

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分类专栏： Error Informations 文章标签： python pycharm 深度学习

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博客讲述了在运行Python脚本时遇到Scipy库导入numpy导致的错误。为了解决这个问题，作者尝试了不升级numpy版本的方法，而是选择了与numpy 1.20.3兼容的Scipy版本1.6.3进行安装，最终成功解决了冲突。博客还提供了NumPy和SciPy的版本发布历史供参考。

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问题描述：运行python脚本时出现以上问题

网上查到的解决方法：通过pip install -U numpy升级版本

由于运行的其他库存在版本依赖，不能通过升级numpy版本来解决此问题。

根据上行文是scipy库导入numpy时导致的问题，根据numpy的安装版本1.20.3，选择安装早于此版本发布的scipy版本1.6.3更新后，解决了此问题。

在numpy的官网和scipy的官网查到版本发布信息如下：

NumPy 1.21.6 (release notes) – 12 Apr 2022.
NumPy 1.22.3 (release notes) – 7 Mar 2022.
NumPy 1.22.2 (release notes) – 3 Feb 2022.
NumPy 1.22.1 (release notes) – 14 Jan 2022.
NumPy 1.22.0 (release notes) – 31 Dec 2021.
NumPy 1.21.5 (release notes) – 19 Dec 2021.
NumPy 1.21.0 (release notes) – 22 Jun 2021.
NumPy 1.20.3 (release notes) – 10 May 2021.
NumPy 1.20.0 (release notes) – 30 Jan 2021.
NumPy 1.19.5 (release notes) – 5 Jan 2021.
NumPy 1.19.0 (release notes) – 20 Jun 2020.
NumPy 1.18.4 (release notes) – 3 May 2020.
NumPy 1.17.5 (release notes) – 1 Jan 2020.
NumPy 1.18.0 (release notes) – 22 Dec 2019.
NumPy 1.17.0 (release notes) – 26 Jul 2019.
NumPy 1.16.0 (release notes) – 14 Jan 2019.
NumPy 1.15.0 (release notes) – 23 Jul 2018.
NumPy 1.14.0 (release notes) – 7 Jan 2018.

SciPy 1.8.0 (release notes) – 2022-02-05.
SciPy 1.7.3 (release notes) – 2021-11-24.
SciPy 1.7.2 (release notes) – 2021-11-05.
SciPy 1.7.1 (release notes) – 2021-08-01.
SciPy 1.7.0 (release notes) – 2021-06-20.
SciPy 1.6.3 (release notes) – 2021-04-25.
SciPy 1.6.2 (release notes) – 2021-03-24.
SciPy 1.6.1 (release notes) – 2021-02-17.
SciPy 1.6.0 (release notes) – 2020-12-31.
SciPy 1.5.0 (release notes) – 2020-06-21.
SciPy 1.5.4 (release notes) – 2020-11-04.
SciPy 1.5.3 (release notes) – 2020-10-17.
SciPy 1.5.2 (release notes) – 2020-07-23.
SciPy 1.5.1 (release notes) – 2020-07-04.
SciPy 1.2.3 (release notes) – 2020-01-21.
SciPy 1.4.1 (release notes) – 2019-12-19.
SciPy 1.4.0 (release notes) – 2019-12-16.
SciPy 1.3.2 (release notes) – 2019-11-09.
SciPy 1.3.1 (release notes) – 2019-08-08.
SciPy 1.3.0 (release notes) – 2019-05-17.
SciPy 1.2.2 (release notes) – 2019-06-06.
SciPy 1.2.1 (release notes) – 2019-02-08.
SciPy 1.2.0 (release notes) – 2018-12-17.
SciPy 0.19.1 (release notes) – 2017-06-21.
SciPy 0.19.0 (release notes) – 2017-03-09.
SciPy 1.1.0 (release notes) – 2018-05-05.
SciPy 1.0.0 (release notes) – 2017-10-25.
SciPy 0.18.1 (release notes) – 2016-09-19.
SciPy 0.18.0 (release notes) – 2016-07-25.
SciPy 0.17.1 (release notes) – 2016-05-12.
SciPy 0.17.0 (release notes) – 2016-01-23.
SciPy 0.16.1 (release notes) – 2015-10-24.
SciPy 0.16.0 (release notes) – 2015-07-23.
SciPy 0.15.1 (release notes) – 2015-01-18.
SciPy 0.15.0 (release notes) – 2015-01-11.
SciPy 0.14.1 (release notes) – 2014-12-30.
SciPy 0.14.0 (release notes) – 2014-05-03.
SciPy 0.13.3 (release notes) – 2014-02-04.
SciPy 0.13.2 (release notes) – 2013-12-08.
SciPy 0.12.0 (release notes) – 2013-04-07.
SciPy 0.11.0 (release notes)– 2012-09-25.