tensorflow keras 对应版本

目录

tensorflow 对应 的keras 版本

CPU

GPU

DLL load failed报错:


tensorflow 对应 的keras 版本

https://docs.floydhub.com/guides/environments/

CPU

Version Python version Compiler Build tools
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
tensorflow-2.1.0 3.5-3.7 MSVC 2019 Bazel 0.27.1-0.29.1
tensorflow-2.0.0 3.5-3.7 MSVC 2017 Bazel 0.26.1
tensorflow-1.15.0 3.5-3.7 MSVC 2017 Bazel 0.26.1
tensorflow-1.14.0 3.5-3.7 MSVC 2017 Bazel 0.24.1-0.25.2
tensorflow-1.13.0 3.5-3.7 MSVC 2015 update 3 Bazel 0.19.0-0.21.0
tensorflow-1.12.0 3.5-3.6 MSVC 2015 update 3 Bazel 0.15.0
tensorflow-1.11.0 3.5-3.6 MSVC 2015 update 3 Bazel 0.15.0
tensorflow-1.10.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.9.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.8.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.7.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.6.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.5.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.4.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.3.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.2.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.1.0 3.5 MSVC 2015 update 3 Cmake v3.6.3
tensorflow-1.0.0 3.5 MSVC 2015 update 3 Cmake v3.6.3

GPU

Version Python version Compiler Build tools cuDNN CUDA
tensorflow_gpu-2.9.0 3.7-3.10 MSVC 2019 Bazel 5.0.0 8.1 11.2
tensorflow_gpu-2.8.0 3.7-3.10 MSVC 2019 Bazel 4.2.1 8.1 11.2
tensorflow_gpu-2.7.0 3.7-3.9 MSVC 2019 Bazel 3.7.2 8.1 11.2
tensorflow_gpu-2.6.0 3.6-3.9 MSVC 2019 Bazel 3.7.2 8.1 11.2
tensorflow_gpu-2.5.0 3.6-3.9 MSVC 2019 Bazel 3.7.2 8.1 11.2
tensorflow_gpu-2.4.0 3.6-3.8 MSVC 2019 Bazel 3.1.0 8.0 11.0
tensorflow_gpu-2.3.0 3.5-3.8 MSVC 2019 Bazel 3.1.0 7.6 10.1
tensorflow_gpu-2.2.0 3.5-3.8 MSVC 2019 Bazel 2.0.0 7.6 10.1
tensorflow_gpu-2.1.0 3.5-3.7 MSVC 2019 Bazel 0.27.1-0.29.1 7.6 10.1
tensorflow_gpu-2.0.0 3.5-3.7 MSVC 2017 Bazel 0.26.1 7.4 10
tensorflow_gpu-1.15.0 3.5-3.7 MSVC 2017 Bazel 0.26.1 7.4 10
tensorflow_gpu-1.14.0 3.5-3.7 MSVC 2017 Bazel 0.24.1-0.25.2 7.4 10
tensorflow_gpu-1.13.0 3.5-3.7 MSVC 2015 update 3 Bazel 0.19.0-0.21.0 7.4 10
tensorflow_gpu-1.12.0 3.5-3.6 MSVC 2015 update 3 Bazel 0.15.0 7.2 9.0
tensorflow_gpu-1.11.0 3.5-3.6 MSVC 2015 update 3 Bazel 0.15.0 7 9
tensorflow_gpu-1.10.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.9.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.8.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.7.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.6.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.5.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 7 9
tensorflow_gpu-1.4.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 6 8
tensorflow_gpu-1.3.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 6 8
tensorflow_gpu-1.2.0 3.5-3.6 MSVC 2015 update 3 Cmake v3.6.3 5.1 8
tensorflow_gpu-1.1.0 3.5 MSVC 2015 update 3 Cmake v3.6.3 5.1 8
tensorflow_gpu-1.0.0 3.5 MSVC 2015 update 3 Cmake v3.6.3 5.1 8
TensorFlow 2.1 tensorflow-2.1 TensorFlow 2.1.0 + Keras 2.3.1 on Python 3.6. floydhub/tensorflow TensorFlow-2.1
TensorFlow 2.0 tensorflow-2.0 TensorFlow 2.0.0 + Keras 2.3.1 on Python 3.6. floydhub/tensorflow TensorFlow-2.0
TensorFlow 1.15 tensorflow-1.15 TensorFlow 1.15.0 + Keras 2.3.1 on Python 3.6. floydhub/tensorflow TensorFlow-1.15
TensorFlow 1.14 tensorflow-1.14 TensorFlow 1.14.0 + Keras 2.2.5 on Python 3.6. floydhub/tensorflow TensorFlow-1.14
TensorFlow 1.13 tensorflow-1.13 TensorFlow 1.13.0 + Keras 2.2.4 on Python 3.6. floydhub/tensorflow TensorFlow-1.13
TensorFlow 1.12 tensorflow-1.12 TensorFlow 1.12.0 + Keras 2.2.4 on Python 3.6. floydhub/tensorflow TensorFlow-1.12
tensorflow-1.12:py2 TensorFlow 1.12.0 + Keras 2.2.4 on Python 2. floydhub/tensorflow
TensorFlow 1.11 tensorflow-1.11 TensorFlow 1.11.0 + Keras 2.2.4 on Python 3.6. floydhub/tensorflow TensorFlow-1.11
tensorflow-1.11:py2 TensorFlow 1.11.0 + Keras 2.2.4 on Python 2. floydhub/tensorflow
TensorFlow 1.10 tensorflow-1.10 TensorFlow 1.10.0 + Keras 2.2.0 on Python 3.6. floydhub/tensorflow TensorFlow-1.10
tensorflow-1.10:py2 TensorFlow 1.10.0 + Keras 2.2.0 on Python 2. floydhub/tensorflow
TensorFlow 1.9 tensorflow-1.9 TensorFlow 1.9.0 + Keras 2.2.0 on Python 3.6. floydhub/tensorflow TensorFlow-1.9
tensorflow-1.9:py2 TensorFlow 1.9.0 + Keras 2.2.0 on Python 2. floydhub/tensorflow
TensorFlow 1.8 tensorflow-1.8 TensorFlow 1.8.0 + Keras 2.1.6 on Python 3.6. floydhub/tensorflow TensorFlow-1.8
tensorflow-1.8:py2 TensorFlow 1.8.0 + Keras 2.1.6 on Python 2. floydhub/tensorflow
TensorFlow 1.7 tensorflow-1.7 TensorFlow 1.7.0 + Keras 2.1.6 on Python 3.6. floydhub/tensorflow TensorFlow-1.7
tensorflow-1.7:py2 TensorFlow 1.7.0 + Keras 2.1.6 on Python 2. floydhub/tensorflow
TensorFlow 1.5 tensorflow-1.5 TensorFlow 1.5.0 + Keras 2.1.6 on Python 3.6. floydhub/tensorflow TensorFlow-1.5
tensorflow-1.5:py2 TensorFlow 1.5.0 + Keras 2.1.6 on Python 2. floydhub/tensorflow
TensorFlow 1.4 tensorflow-1.4 TensorFlow 1.4.0 + Keras 2.0.8 on Python 3.6. floydhub/tensorflow
tensorflow-1.4:py2 TensorFlow 1.4.0 + Keras 2.0.8 on Python 2. floydhub/tensorflow
TensorFlow 1.3 tensorflow-1.3 TensorFlow 1.3.0 + Keras 2.0.6 on Python 3.6. floydhub/tensorflow
tensorflow-1.3:py2 TensorFlow 1.3.0 + Keras 2.0.6 on Python 2. floydhub/tensorflow
TensorFlow 1.2 tensorflow-1.2 TensorFlow 1.2.0 + Keras 2.0.6 on Python 3.5. floydhub/tensorflow

DLL load failed报错:

  File "D:\Users\Administrator\miniconda3\envs\tf1x\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "D:\Users\Administrator\miniconda3\envs\tf1x\lib\imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "D:\Users\Administrator\miniconda3\envs\tf1x\lib\imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: 找不到指定的模块。

解决方法:安装新版TensorFlow,2.9.0,自带keras。

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