Tensorflow、Pytorch与Python、CUDA版本的对应关系（更新时间：2025年4月）
更新时间：20250405
一、Tensorflow与Python 、CUDA版本对应关系
注意：从 TF 2.11 开始，Windows 不支持 CUDA 构建。要在 Windows 上使用 TensorFlow GPU，您需要在 WSL2 中构建/安装 TensorFlow 或将 tensorflow-cpu 与 TensorFlow-DirectML-Plugin 一起使用
1.1、CPU版本
| Version | Python version | Compiler | Build tools |
|---|---|---|---|
| tensorflow-2.19.0 | 3.9-3.12 | CLANG 18.1.4 | Bazel 6.5.0 |
| tensorflow-2.18.0 | 3.9-3.12 | CLANG 17.0.6 | Bazel 6.5.0 |
| tensorflow-2.17.0 | 3.9-3.12 | CLANG 17.0.6 | Bazel 6.5.0 |
| tensorflow-2.16.1 | 3.9-3.12 | CLANG 17.0.6 | Bazel 6.5.0 |
| tensorflow-2.15.0 | 3.9-3.11 | MSVC 2019 | Bazel 6.1.0 |
| tensorflow-2.14.0 | 3.9-3.11 | MSVC 2019 | Bazel 6.1.0 |
| tensorflow-2.12.0 | 3.8-3.11 | MSVC 2019 | Bazel 5.3.0 |
| tensorflow-2.11.0 | 3.7-3.10 | MSVC 2019 | Bazel 5.3.0 |
| tensorflow-2.10.0 | 3.7-3.10 | MSVC 2019 | Bazel 5.1.1 |
| tensorflow-2.9.0 | 3.7-3.10 | MSVC 2019 | Bazel 5.0.0 |
| tensorflow-2.8.0 | 3.7-3.10 | MSVC 2019 | Bazel 4.2.1 |
| tensorflow-2.7.0 | 3.7-3.9 | MSVC 2019 | Bazel 3.7.2 |
| tensorflow-2.6.0 | 3.6-3.9 | MSVC 2019 | Bazel 3.7.2 |
| tensorflow-2.5.0 | 3.6-3.9 | MSVC 2019 | Bazel 3.7.2 |
| tensorflow-2.4.0 | 3.6-3.8 | MSVC 2019 | Bazel 3.1.0 |
| tensorflow-2.3.0 | 3.5-3.8 | MSVC 2019 | Bazel 3.1.0 |
| tensorflow-2.2.0 | 3.5-3.8 | MSVC 2019 | Bazel 2.0.0 |