环境部署中cuda对应的tensorflow-gpu、keras版本、pytorch的对应版本

在服务器上安装gpu环境的时候经常因为版本对应不上二报错, 现在整理cuda对应的显卡驱动版本、cuda对应tensorflow-gpu的版本、tensorflow-gpu对应的keras版如下:

keras

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Framework	Env	Description
TensorFlow 1.14	tensorflow-1.14	TensorFlow 1.14.0 + Keras 2.2.5 on Python 3.6.
TensorFlow 1.13	TensorFlow 1.13	TensorFlow 1.13.0 + Keras 2.2.4 on Python 3.6.
TensorFlow 1.12	TensorFlow 1.12	TensorFlow 1.12.0 + Keras 2.2.4 on Python 3.6.
	tensorflow-1.12:py2	TensorFlow 1.12.0 + Keras 2.2.4 on Python 2.
TensorFlow 1.11	TensorFlow 1.11	TensorFlow 1.11.0 + Keras 2.2.4 on Python 3.6.
	tensorflow-1.11:py2	TensorFlow 1.11.0 + Keras 2.2.4 on Python 2.
TensorFlow 1.10	TensorFlow 1.10	TensorFlow 1.10.0 + Keras 2.2.0 on Python 3.6.
	tensorflow-1.10:py2	TensorFlow 1.10.0 + Keras 2.2.0 on Python 2.
TensorFlow 1.9	TensorFlow 1.9	TensorFlow 1.9.0 + Keras 2.2.0 on Python 3.6.
	tensorflow-1.9:py2	TensorFlow 1.9.0 + Keras 2.2.0 on Python 2.
TensorFlow 1.8	TensorFlow 1.8	TensorFlow 1.8.0 + Keras 2.1.6 on Python 3.6.
	tensorflow-1.8:py2	TensorFlow 1.8.0 + Keras 2.1.6 on Python 2.
TensorFlow 1.7	TensorFlow 1.7	TensorFlow 1.7.0 + Keras 2.1.6 on Python 3.6.
	tensorflow-1.7:py2	TensorFlow 1.7.0 + Keras 2.1.6 on Python 2.
TensorFlow 1.5	TensorFlow 1.5	TensorFlow 1.5.0 + Keras 2.1.6 on Python 3.6.
	tensorflow-1.5:py2	TensorFlow 1.5.0 + Keras 2.1.6 on Python 2.
TensorFlow 1.4	TensorFlow 1.4	TensorFlow 1.4.0 + Keras 2.0.8 on Python3.6.
	tensorflow-1.4:py2	TensorFlow 1.4.0 + Keras 2.0.8 on Python 2.
TensorFlow 1.3	TensorFlow 1.3	TensorFlow 1.3.0 + Keras 2.0.6 on Python 3.6.
	tensorflow-1.3:py2	TensorFlow 1.3.0 + Keras 2.0.6 on Python 2.
TensorFlow 1.2	TensorFlow 1.2	TensorFlow 1.2.0 + Keras 2.0.6 on Python 3.5.
	tensorflow-1.2:py2	TensorFlow 1.2.0 + Keras 2.0.6 on Python 2.
TensorFlow 1.1	TensorFlow 1.1	TensorFlow 1.1.0 + Keras 2.0.6 on Python 3.5.
	tensorflow:py2	TensorFlow 1.1.0 + Keras 2.0.6 on Python 2.
TensorFlow 1.0	tensorflow-1.0	TensorFlow 1.0.0 + Keras 2.0.6 on Python 3.5.

cuda和pytorch的对应版本参考以下官网地址:
https://pytorch.org/get-started/previous-versions/