在写代码的时候,由于各种原因,tensforlow要换个版本,keras要换个,最后导致版本不对应,因此造成了很多麻烦。
这里mark一下对应关系:
List of Available Environments
P.S. 这个网站还有pytorch和fastai,caffe和python等
Framework(TF) | Env name (–env parameter) | Description | Docker Image | Packages and Nvidia Settings |
---|---|---|---|---|
TensorFlow 2.2 | tensorflow-2.2 | TensorFlow 2.2.0 + Keras 2.3.1 on Python 3.7. | floydhub/tensorflow | TensorFlow-2.2 |
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 | |
tensorflow-1.2:py2 | TensorFlow 1.2.0 + Keras 2.0.6 on Python 2. | floydhub/tensorflow | ||
TensorFlow 1.1 | tensorflow | TensorFlow 1.1.0 + Keras 2.0.6 on Python 3.5. | floydhub/tensorflow | |
tensorflow:py2 | TensorFlow 1.1.0 + Keras 2.0.6 on Python 2. | floydhub/tensorflow | ||
TensorFlow 1.0 | tensorflow-1.0 | TensorFlow 1.0.0 + Keras 2.0.6 on Python 3.5. | floydhub/tensorflow | |
tensorflow-1.0:py2 | TensorFlow 1.0.0 + Keras 2.0.6 on Python 2. | floydhub/tensorflow | ||
TensorFlow 0.12 | tensorflow-0.12 | TensorFlow 0.12.1 + Keras 1.2.2 on Python 3.5. | floydhub/tensorflow | |
tensorflow-0.12:py2 | TensorFlow 0.12.1 + Keras 1.2.2 on Python 2. | floydhub/tensorflow |